update sir to include interpretation details

.Rbuildignore

@@ -35,6 +35,7 @@
 ^vignettes/PCA\.Rmd$
 ^vignettes/resistance_predict\.Rmd$
 ^vignettes/WHONET\.Rmd$
+^vignettes/WISCA\.Rmd$
 ^logo.svg$
 ^CRAN-SUBMISSION$
 ^PythonPackage$

.github/ISSUE_TEMPLATE/1-bug-report.yml

@@ -16,6 +16,24 @@ body:
       placeholder: Description
     validations:
       required: true
+  - type: textarea
+    id: reprex
+    attributes:
+      label: Minimal Reproducible Example (optional)
+      description: Please include a short R code snippet that reproduces the problem, if possible.
+      placeholder: 
+        e.g.
+        ```r
+        ab_name("amoxicillin/clavulanic acid", language = "es")
+        ```
+    validations:
+      required: false
+  - type: markdown
+    attributes:
+      value: |
+        > 💡 If you're not sure what's causing it, you can copy-paste your R session info using `sessionInfo()` or `devtools::session_info()` for us to help faster.
+        
+        Otherwise, please fill in the below AMR package version.
   - type: dropdown
     id: version
     attributes:
@@ -24,17 +42,7 @@ body:
       multiple: false
       options:
         - ''
-        - Latest CRAN version (2.1.1)
-        - One of the latest GitHub versions (2.1.1.9xxx)
+        - Latest CRAN version (3.0.0)
+        - One of the latest GitHub versions (3.0.0.9xxx)
     validations:
       required: true
-  - type: checkboxes
-    id: field-impact
-    attributes:
-      label: Impacted Field
-      description: Which field is probably impacted by this? You may select more than one, or choose none at all.
-      options:
-        - label: Medical (human) microbiology
-        - label: Veterinary microbiology
-        - label: Environmental microbiology
-

.github/ISSUE_TEMPLATE/2-feature-request.yml

@@ -16,12 +16,11 @@ body:
       placeholder: Description
     validations:
       required: true
-  - type: checkboxes
-    id: field-impact
+  - type: textarea
+    id: use-case
     attributes:
-      label: Impacted Field
-      description: Which field is probably impacted by this? You may select more than one, or choose none at all.
-      options:
-        - label: Medical (human) microbiology
-        - label: Veterinary microbiology
-        - label: Environmental microbiology
+      label: Use Case (optional)
+      description: When or why would this be useful?
+      placeholder: Describe a situation where this would help you or others.
+    validations:
+      required: false

.github/prehooks/commit-msg

@@ -60,6 +60,7 @@ else
 fi
 
 git add data-raw/*
+git add data/*
 git add -u
 
 exit 0

.github/prehooks/pre-commit

@@ -51,6 +51,7 @@ if command -v Rscript > /dev/null; then
     currentpkg=$(Rscript -e "cat(pkgload::pkg_name())")
     echo "- Adding changed files in ./data-raw and ./man to this commit"
     git add data-raw/*
+    git add data/*
     git add man/*
     git add R/sysdata.rda
     git add NAMESPACE
@@ -67,51 +68,59 @@ echo ""
 # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 echo "Updating semantic versioning and date..."
 
-# Get tags from remote and remove tags not on remote
-git fetch origin --prune --prune-tags --quiet
-currenttagfull=$(git describe --tags --abbrev=0)
-currenttag=$(git describe --tags --abbrev=0 | sed 's/v//')
-
-# Assume main branch to be 'main' or 'master'
-defaultbranch=$(git branch | cut -c 3- | grep -E '^master$|^main$')
-if [ "$currenttag" = "" ]; then
-  currenttag="0.0.1"
-  currentcommit=$(git rev-list --count ${defaultbranch})
-  echo "- No git tags found, creating one in format 'v(x).(y).(z)' - currently ${currentcommit} previous commits in '${defaultbranch}'"
+current_branch=$(git rev-parse --abbrev-ref HEAD)
+if [ "$current_branch" != "main" ]; then
+  echo "- Current branch is '$current_branch'; skipping version/date update (only runs on 'main')"
 else
-  currentcommit=$(git rev-list --count ${currenttagfull}..${defaultbranch})
-  echo "- Latest tag is '${currenttagfull}', with ${currentcommit} previous commits in '${defaultbranch}'"
-fi
-
-# Combine tag and commit number
-currentversion="$currenttag.$((currentcommit + 9001))"
-echo "- ${currentpkg} pkg version set to ${currentversion}"
-
-# Update version number and date in DESCRIPTION
-sed -i -- "s/^Version: .*/Version: ${currentversion}/" DESCRIPTION
-sed -i -- "s/^Date: .*/Date: $(date '+%Y-%m-%d')/" DESCRIPTION
-echo "- Updated version number and date in ./DESCRIPTION"
-rm -f DESCRIPTION--
-git add DESCRIPTION
-
-# Update version number in NEWS.md
-if [ -e "NEWS.md" ]; then
-  if [ "$currentpkg" = "your" ]; then
-    currentpkg=""
+  # Version update logic begins here
+  
+  # Get tags from remote and remove tags not on remote
+  git fetch origin --prune --prune-tags --quiet
+  currenttagfull=$(git describe --tags --abbrev=0)
+  currenttag=$(git describe --tags --abbrev=0 | sed 's/v//')
+  
+  # Assume main branch to be 'main' or 'master'
+  defaultbranch=$(git branch | cut -c 3- | grep -E '^master$|^main$')
+  if [ "$currenttag" = "" ]; then
+    currenttag="0.0.1"
+    currentcommit=$(git rev-list --count ${defaultbranch})
+    echo "- No git tags found, creating one in format 'v(x).(y).(z)' - currently ${currentcommit} previous commits in '${defaultbranch}'"
+  else
+    currentcommit=$(git rev-list --count ${currenttagfull}..${defaultbranch})
+    echo "- Latest tag is '${currenttagfull}', with ${currentcommit} previous commits in '${defaultbranch}'"
   fi
-  sed -i -- "1s/.*/# ${currentpkg} ${currentversion}/" NEWS.md
-  echo "- Updated version number in ./NEWS.md"
-  rm -f NEWS.md--
-  git add NEWS.md
-else
-  echo "- No NEWS.md found!"
+  
+  # Combine tag and commit number
+  currentversion="$currenttag.$((currentcommit + 9001))"
+  echo "- ${currentpkg} pkg version set to ${currentversion}"
+  
+  # Update version number and date in DESCRIPTION
+  sed -i -- "s/^Version: .*/Version: ${currentversion}/" DESCRIPTION
+  sed -i -- "s/^Date: .*/Date: $(date '+%Y-%m-%d')/" DESCRIPTION
+  echo "- Updated version number and date in ./DESCRIPTION"
+  rm -f DESCRIPTION--
+  git add DESCRIPTION
+  
+  # Update version number in NEWS.md
+  if [ -e "NEWS.md" ]; then
+    if [ "$currentpkg" = "your" ]; then
+      currentpkg=""
+    fi
+    sed -i -- "1s/.*/# ${currentpkg} ${currentversion}/" NEWS.md
+    echo "- Updated version number in ./NEWS.md"
+    rm -f NEWS.md--
+    git add NEWS.md
+  else
+    echo "- No NEWS.md found!"
+  fi
+  echo ""
+  
+  # Save the version number for use in the commit-msg hook
+  echo "${currentversion}" > .git/commit_version.tmp
 fi
-echo ""
-
-# Save the version number for use in the commit-msg hook
-echo "${currentversion}" > .git/commit_version.tmp
 
 git add data-raw/*
+git add data/*
 git add -u
 
 exit 0

.github/workflows/check-old-tinytest.yaml

@@ -59,8 +59,15 @@ jobs:
 
     env:
       R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
+      LANG: en_US.UTF-8
+      LC_ALL: en_US.UTF-8
 
     steps:
+      - name: Set up locales
+        run: |
+          sudo locale-gen en_US.UTF-8
+          sudo update-locale LANG=en_US.UTF-8
+
       - uses: actions/checkout@v4
 
       - uses: r-lib/actions/setup-r@v2

.github/workflows/publish-to-pypi.yml

@@ -60,7 +60,8 @@ jobs:
           cd data-raw/
           bash _generate_python_wrapper.sh
       
-      - name: Publish to PyPI
+      - name: Upload to PyPI
+        continue-on-error: true
         env:
           TWINE_USERNAME: "__token__"
           TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
@@ -68,7 +69,7 @@ jobs:
           cd PythonPackage/AMR
           python -m twine upload dist/*
           
-      - name: Publish to PyPI Testserver
+      - name: Upload to PyPI Testserver
         continue-on-error: true
         env:
           TWINE_USERNAME: "__token__"
@@ -77,6 +78,37 @@ jobs:
           cd PythonPackage/AMR
           python -m twine upload --repository-url https://test.pypi.org/legacy/ dist/*
 
+      # - name: Set up Miniconda
+      #   continue-on-error: true
+      #   uses: conda-incubator/setup-miniconda@v2
+      #   with:
+      #     auto-update-conda: true
+      #     miniconda-version: "latest"
+      #     channels: conda-forge,defaults
+      #     activate-environment: build-env
+      #     python-version: "3.9"
+      # 
+      # - name: Install conda-build and anaconda-client
+      #   continue-on-error: true
+      #   run: |
+      #     conda install -y conda-build anaconda-client
+      # 
+      # - name: Build conda package
+      #   continue-on-error: true
+      #   run: |
+      #     cd PythonPackage/AMR
+      #     conda skeleton pypi .  # Or use custom recipe
+      #     conda-build ./ --output-folder conda-bld
+      # 
+      # - name: Upload to Anaconda
+      #   continue-on-error: true
+      #   env:
+      #     ANACONDA_API_TOKEN: ${{ secrets.ANACONDA_TOKEN }}
+      #   run: |
+      #     anaconda login --token $ANACONDA_API_TOKEN
+      #     anaconda upload conda-bld/**/amr-*.tar.bz2 --user msberends --label main
+      #     rm -rf conda-bld
+
       - name: Git push to python-wrapper branch
         run: |
           find . -mindepth 1 ! -path './PythonPackage*' -exec rm -rf {} +

.github/workflows/website.yaml

@@ -70,6 +70,10 @@ jobs:
             any::pkgdown
             any::tidymodels
 
+      - name: Remove Welcome to AMR vignette
+        run: |
+          rm vignettes/welcome_to_AMR.Rmd
+
       # Send updates to repo using GH Actions bot
       - name: Create website in separate branch
         run: |

CRAN-SUBMISSION

@@ -1,3 +1,3 @@
-Version: 2.1.1
-Date: 2023-10-20 16:05:16 UTC
-SHA: ca72a646d041f7f096c4e196e8ae2fb2b176019c
+Version: 3.0.0
+Date: 2025-06-01 16:52:53 UTC
+SHA: 79038fed2169a25a7fc067c80bb25d9d78be21d9

DESCRIPTION

@@ -1,6 +1,6 @@
 Package: AMR
-Version: 2.1.1.9259
-Date: 2025-04-27
+Version: 3.0.0.9017
+Date: 2025-07-28
 Title: Antimicrobial Resistance Data Analysis
 Description: Functions to simplify and standardise antimicrobial resistance (AMR)
   data analysis and to work with microbial and antimicrobial properties by
@@ -51,6 +51,8 @@ Suggests:
   pillar,
   progress,
   readxl,
+  recipes,
+  rlang,
   rmarkdown,
   rstudioapi,
   rvest,

NAMESPACE

@@ -1,15 +1,18 @@
 # Generated by roxygen2: do not edit by hand
 
 S3method("!=",amr_selector)
+S3method("$",deprecated_amr_dataset)
 S3method("&",amr_selector)
 S3method("+",ab)
 S3method("+",amr_selector)
 S3method("==",amr_selector)
 S3method("[",ab)
 S3method("[",av)
+S3method("[",deprecated_amr_dataset)
 S3method("[",disk)
 S3method("[",mic)
 S3method("[",mo)
+S3method("[",sir)
 S3method("[<-",ab)
 S3method("[<-",av)
 S3method("[<-",disk)
@@ -18,9 +21,11 @@ S3method("[<-",mo)
 S3method("[<-",sir)
 S3method("[[",ab)
 S3method("[[",av)
+S3method("[[",deprecated_amr_dataset)
 S3method("[[",disk)
 S3method("[[",mic)
 S3method("[[",mo)
+S3method("[[",sir)
 S3method("[[<-",ab)
 S3method("[[<-",av)
 S3method("[[<-",disk)
@@ -40,6 +45,7 @@ S3method(any,amr_selector)
 S3method(any,amr_selector_any_all)
 S3method(as.data.frame,ab)
 S3method(as.data.frame,av)
+S3method(as.data.frame,deprecated_amr_dataset)
 S3method(as.data.frame,mic)
 S3method(as.data.frame,mo)
 S3method(as.double,mic)
@@ -93,7 +99,9 @@ S3method(print,av)
 S3method(print,bug_drug_combinations)
 S3method(print,custom_eucast_rules)
 S3method(print,custom_mdro_guideline)
+S3method(print,deprecated_amr_dataset)
 S3method(print,disk)
+S3method(print,interpreted_sir)
 S3method(print,mic)
 S3method(print,mo)
 S3method(print,mo_renamed)
@@ -101,6 +109,8 @@ S3method(print,mo_uncertainties)
 S3method(print,pca)
 S3method(print,sir)
 S3method(print,sir_log)
+S3method(print,step_mic_log2)
+S3method(print,step_sir_numeric)
 S3method(quantile,mic)
 S3method(rep,ab)
 S3method(rep,av)
@@ -154,6 +164,10 @@ export(administrable_per_os)
 export(age)
 export(age_groups)
 export(all_antimicrobials)
+export(all_mic)
+export(all_mic_predictors)
+export(all_sir)
+export(all_sir_predictors)
 export(aminoglycosides)
 export(aminopenicillins)
 export(amr_class)
@@ -161,7 +175,6 @@ export(amr_distance_from_row)
 export(amr_selector)
 export(anti_join_microorganisms)
 export(antibiogram)
-export(antibiotics)
 export(antifungals)
 export(antimicrobials_equal)
 export(antimycobacterials)
@@ -348,6 +361,8 @@ export(sir_df)
 export(sir_interpretation_history)
 export(sir_predict)
 export(skewness)
+export(step_mic_log2)
+export(step_sir_numeric)
 export(streptogramins)
 export(sulfonamides)
 export(susceptibility)
@@ -358,6 +373,90 @@ export(translate_AMR)
 export(trimethoprims)
 export(ureidopenicillins)
 export(wisca)
+if(getRversion() >= "3.0.0") S3method(cleaner::freq, mo)
+if(getRversion() >= "3.0.0") S3method(cleaner::freq, sir)
+if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, antibiogram)
+if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, disk)
+if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, mic)
+if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, resistance_predict)
+if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, sir)
+if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, disk)
+if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, mic)
+if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, resistance_predict)
+if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, sir)
+if(getRversion() >= "3.0.0") S3method(knitr::knit_print, antibiogram)
+if(getRversion() >= "3.0.0") S3method(knitr::knit_print, formatted_bug_drug_combinations)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, ab)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, av)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, disk)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, mic)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, mo)
+if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, sir)
+if(getRversion() >= "3.0.0") S3method(pillar::tbl_format_footer, antibiogram)
+if(getRversion() >= "3.0.0") S3method(pillar::tbl_sum, antibiogram)
+if(getRversion() >= "3.0.0") S3method(pillar::type_sum, ab)
+if(getRversion() >= "3.0.0") S3method(pillar::type_sum, av)
+if(getRversion() >= "3.0.0") S3method(pillar::type_sum, mic)
+if(getRversion() >= "3.0.0") S3method(pillar::type_sum, mo)
+if(getRversion() >= "3.0.0") S3method(pillar::type_sum, sir)
+if(getRversion() >= "3.0.0") S3method(recipes::bake, step_mic_log2)
+if(getRversion() >= "3.0.0") S3method(recipes::bake, step_sir_numeric)
+if(getRversion() >= "3.0.0") S3method(recipes::prep, step_mic_log2)
+if(getRversion() >= "3.0.0") S3method(recipes::prep, step_sir_numeric)
+if(getRversion() >= "3.0.0") S3method(recipes::tidy, step_mic_log2)
+if(getRversion() >= "3.0.0") S3method(recipes::tidy, step_sir_numeric)
+if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, disk)
+if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, mic)
+if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, mo)
+if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, sir)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_arith, mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, ab.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, av.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.ab)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.amr_selector)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.av)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.mo)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.sir)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.double)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.integer)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, double.disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, double.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, factor.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, integer.disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, integer.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, logical.amr_selector_any_all)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.double)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.factor)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.integer)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mo.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, sir.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, sir.sir)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_math, mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, ab.ab)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, ab.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, amr_selector.character)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, amr_selector_any_all.logical)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, av.av)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, av.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, character.amr_selector)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, character.sir)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, disk.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, disk.disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, logical.amr_selector_any_all)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mic.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mic.mic)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mo.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mo.mo)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, sir.default)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, sir.sir)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype_abbr, disk)
+if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype_full, disk)
 importFrom(graphics,arrows)
 importFrom(graphics,axis)
 importFrom(graphics,barplot)

NEWS.md

@@ -1,24 +1,47 @@
-# AMR 2.1.1.9259
+# AMR 3.0.0.9017
 
-*(this beta version will eventually become v3.0. We're happy to reach a new major milestone soon, which will be all about the new One Health support! Install this beta using [the instructions here](https://amr-for-r.org/#get-this-package).)*
+This is primarily a bugfix release, though we added one nice feature too.
+
+### New
+* Integration with the **tidymodels** framework to allow seamless use of MIC and SIR data in modelling pipelines via `recipes`
+  - `step_mic_log2()` to transform `<mic>` columns with log2, and `step_sir_numeric()` to convert `<sir>` columns to numeric
+  - New `tidyselect` helpers: `all_mic()`, `all_mic_predictors()`, `all_sir()`, `all_sir_predictors()`
+
+### Changed
+* Fixed a bug in `antibiogram()` for when no antimicrobials are set
+* Fixed a bug in `antibiogram()` to allow column names containing the `+` character (#222)
+* Fixed a bug in `as.ab()` for antimicrobial codes with a number in it if they are preceded by a space
+* Fixed a bug in `eucast_rules()` for using specific custom rules
+* Fixed a bug in `as.sir()` to allow any tidyselect language (#220)
+* Fixed a bug in `as.sir()` to pick right breakpoint when `uti = FALSE` (#216)
+* Fixed a bug in `ggplot_sir()` when using `combine_SI = FALSE` (#213)
+* Fixed all plotting to contain a separate colour for SDD (susceptible dose-dependent) (#223)
+* Fixed some specific Dutch translations for antimicrobials
+* Added `names` to `age_groups()` so that custom names can be given (#215)
+* Added note to `as.sir()` to make it explicit when higher-level taxonomic breakpoints are used (#218)
+* Updated `random_mic()` and `random_disk()` to set skewedness of the distribution and allow multiple microorganisms
+
+
+# AMR 3.0.0
 
-#### A New Milestone: AMR v3.0 with One Health Support (= Human + Veterinary + Environmental)
 This package now supports not only tools for AMR data analysis in clinical settings, but also for veterinary and environmental microbiology. This was made possible through a collaboration with the [University of Prince Edward Island's Atlantic Veterinary College](https://www.upei.ca/avc), Canada. To celebrate this great improvement of the package, we also updated the package logo to reflect this change.
 
-## Breaking
+### Breaking
 * Dataset `antibiotics` has been renamed to `antimicrobials` as the data set contains more than just antibiotics. Using `antibiotics` will still work, but now returns a warning.
 * Removed all functions and references that used the deprecated `rsi` class, which were all replaced with their `sir` equivalents over two years ago.
-* Functions `resistance_predict()` and `sir_predict()` is now deprecated and will be removed in a future version. Use the `tidymodels` framework instead, for which we [wrote a basic introduction](https://amr-for-r.org/articles/AMR_with_tidymodels.html).
+* Functions `resistance_predict()` and `sir_predict()` are now deprecated and will be removed in a future version. Use the `tidymodels` framework instead, for which we [wrote a basic introduction](https://amr-for-r.org/articles/AMR_with_tidymodels.html).
 
-## New
+### New
 * **One Health implementation**
   * Function `as.sir()` now has extensive support for veterinary breakpoints from CLSI. Use `breakpoint_type = "animal"` and set the `host` argument to a variable that contains animal species names.
   * The `clinical_breakpoints` data set contains all these breakpoints, and can be downloaded on our [download page](https://amr-for-r.org/articles/datasets.html).
-  * The (new) `antimicrobials` data set contains all veterinary antibiotics, such as pradofloxacin and enrofloxacin. All WHOCC codes for veterinary use have been added as well.
-  * `ab_atc()` now supports ATC codes of veterinary antibiotics (that all start with "Q")
+  * The (new) `antimicrobials` data set contains all veterinary antimicrobials, such as pradofloxacin and enrofloxacin. All WHOCC codes for veterinary use have been added as well.
+  * `ab_atc()` now supports ATC codes of veterinary antimicrobials (that all start with "Q")
   * `ab_url()` now supports retrieving the WHOCC url of their ATCvet pages
 * **Support for WISCA antibiograms**  
   * The `antibiogram()` function now supports creating true Weighted-Incidence Syndromic Combination Antibiograms (WISCA), a powerful Bayesian method for estimating regimen coverage probabilities using pathogen incidence and antimicrobial susceptibility data. WISCA offers improved precision for syndrome-specific treatment, even in datasets with sparse data. A dedicated `wisca()` function is also available for easy usage.
+* **More global coverage of languages**
+  * Added full support for 8 new languages: Arabic, Bengali, Hindi, Indonesian, Korean, Swahili, Urdu, and Vietnamese. The `AMR` package is now available in 28 languages.
 * **Major update to fungal taxonomy and tools for mycologists**
   * MycoBank has now been integrated as the primary taxonomic source for fungi. The `microorganisms` data set has been enriched with new columns (`mycobank`, `mycobank_parent`, and `mycobank_renamed_to`) that provide detailed information for fungal species.
   * A remarkable addition of over 20,000 new fungal records
@@ -45,7 +68,7 @@ This package now supports not only tools for AMR data analysis in clinical setti
   * New function `mo_group_members()` to retrieve the member microorganisms of a microorganism group. For example, `mo_group_members("Strep group C")` returns a vector of all microorganisms that belong to that group.
   * New functions `mic_p50()` and `mic_p90()` to retrieve the 50th and 90th percentile of MIC values.
 
-## Changed
+### Changed
 * SIR interpretation
   * Support for parallel computing to greatly improve speed using the `parallel` package (part of base R). Use `as.sir(your_data, parallel = TRUE)` to run SIR interpretation using multiple cores.
   * It is now possible to use column names for arguments `guideline`, `ab`, `mo`, and `uti`: `as.sir(..., ab = "column1", mo = "column2", uti = "column3")`. This greatly improves the flexibility for users.
@@ -88,13 +111,15 @@ This package now supports not only tools for AMR data analysis in clinical setti
 * `eucast_rules()` now has an argument `overwrite` (default: `FALSE`) to indicate whether non-`NA` values should be overwritten
 * Disks of 0 to 5 mm are now allowed, the newly allowed range for disk diffusion (`as.disk()`) is now between 0 and 50 mm
 * Updated `italicise_taxonomy()` to support HTML output
-* `custom_eucast_rules()` now supports multiple antibiotics and antibiotic groups to be affected by a single rule
+* `custom_eucast_rules()` now supports multiple antimicrobials and antimicrobial groups to be affected by a single rule
 * `mo_info()` now contains an extra element `rank` and `group_members` (with the contents of the new `mo_group_members()` function)
 * Updated all ATC codes from WHOCC
-* Updated all antibiotic DDDs from WHOCC
+* Updated all antimicrobial DDDs from WHOCC
 * Fix for using a manual value for `mo_transform` in `antibiogram()`
 * Fixed a bug for when `antibiogram()` returns an empty data set
-* Fix for mapping 'high level' antibiotics in `as.ab()` (amphotericin B-high, gentamicin-high, kanamycin-high, streptomycin-high, tobramycin-high)
+* Argument `only_sir_columns` now defaults to `TRUE` if any column of a data set contains a class 'sir' (functions `eucast_rules()`, `key_antimicrobials()`, `mdro()`, etc.)
+* Added Sensititre codes for animals, antimicrobials and microorganisms
+* Fix for mapping 'high level' antimicrobials in `as.ab()` (amphotericin B-high, gentamicin-high, kanamycin-high, streptomycin-high, tobramycin-high)
 * Improved overall algorithm of `as.ab()` for better performance and accuracy, including the new function `as_reset_session()` to remove earlier coercions.
 * Improved overall algorithm of `as.mo()` for better performance and accuracy, specifically:
   * More weight is given to genus and species combinations in cases where the subspecies is miswritten, so that the result will be the correct genus and species
@@ -104,12 +129,14 @@ This package now supports not only tools for AMR data analysis in clinical setti
 * Improved algorithm of `first_isolate()` when using the phenotype-based method, to prioritise records with the highest availability of SIR values
 * `scale_y_percent()` can now cope with ranges outside the 0-100% range
 * MDRO determination (using `mdro()`)
+  * The Verbose Mode (`verbose = TRUE`) now includes the guideline name
   * Implemented the new Dutch national MDRO guideline (SRI-richtlijn BRMO, Nov 2024)
   * Added arguments `esbl`, `carbapenemase`, `mecA`, `mecC`, `vanA`, `vanB` to denote column names or logical values indicating presence of these genes (or production of their proteins)
+  * Added upport for antimicrobial selectors to use as as a custom rule (`custom_mdro_guideline()`)
 * Added console colours support of `sir` class for Positron
 
-## Other
-* New website domain: <https://amr-for-r.org>! The old domain (<http://amr-for-r.org>) will remain to work.
+### Other
+* New website domain: <https://amr-for-r.org>! The old domain will remain to work.
 * Added Dr. Larisse Bolton and Aislinn Cook as contributors for their fantastic implementation of WISCA in a mathematically solid way
 * Added Matthew Saab, Dr. Jordan Stull, and Prof. Javier Sanchez as contributors for their tremendous input on veterinary breakpoints and interpretations
 * Added Prof. Kathryn Holt, Dr. Jane Hawkey, and Dr. Natacha Couto as contributors for their many suggestions, ideas and bugfixes
@@ -119,7 +146,7 @@ This package now supports not only tools for AMR data analysis in clinical setti
 
 ## Older Versions
 
-This changelog only contains changes from AMR v3.0 (March 2025) and later.
+This changelog only contains changes from AMR v3.0 (June 2025) and later.
 
 * For prior v2 versions, please see [our v2 archive](https://github.com/msberends/AMR/blob/v2.1.1/NEWS.md).
 * For prior v1 versions, please see [our v1 archive](https://github.com/msberends/AMR/blob/v1.8.2/NEWS.md).

R/aa_amr-package.R

@@ -32,11 +32,11 @@
 #' @description
 #' Welcome to the `AMR` package.
 #'
-#' The `AMR` package is a peer-reviewed, [free and open-source](https://amr-for-r.org/#copyright) R package with [zero dependencies](https://en.wikipedia.org/wiki/Dependency_hell) to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. **Our aim is to provide a standard** for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. [Many different researchers](https://amr-for-r.org/authors.html) from around the globe are continually helping us to make this a successful and durable project!
+#' The `AMR` package is a peer-reviewed, [free and open-source](https://amr-for-r.org/#copyright) R package with [zero dependencies](https://en.wikipedia.org/wiki/Dependency_hell) to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. **Our aim is to provide a standard** for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of [many different researchers](https://amr-for-r.org/authors.html) from around the globe to make this a successful and durable project!
 #'
 #' This work was published in the Journal of Statistical Software (Volume 104(3); \doi{10.18637/jss.v104.i03}) and formed the basis of two PhD theses (\doi{10.33612/diss.177417131} and \doi{10.33612/diss.192486375}).
 #'
-#' After installing this package, R knows [**`r format_included_data_number(AMR::microorganisms)` microorganisms**](https://amr-for-r.org/reference/microorganisms.html) (updated `r format(TAXONOMY_VERSION$GBIF$accessed_date, "%B %Y")`) and all [**`r format_included_data_number(nrow(AMR::antimicrobials) + nrow(AMR::antivirals))` antibiotic, antimycotic and antiviral drugs**](https://amr-for-r.org/reference/antimicrobials.html) by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI and EUCAST are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). **It was designed to work in any setting, including those with very limited resources**. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the public [University of Groningen](https://www.rug.nl), in collaboration with non-profit organisations [Certe Medical Diagnostics and Advice Foundation](https://www.certe.nl) and [University Medical Center Groningen](https://www.umcg.nl).
+#' After installing this package, R knows [**`r AMR:::format_included_data_number(AMR::microorganisms)` distinct microbial species**](https://amr-for-r.org/reference/microorganisms.html) (updated June 2024) and all [**`r AMR:::format_included_data_number(NROW(AMR::antimicrobials) + NROW(AMR::antivirals))` antimicrobial and antiviral drugs**](https://amr-for-r.org/reference/antimicrobials.html) by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))` and EUCAST `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))` are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). **It was designed to work in any setting, including those with very limited resources**. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the [University of Groningen](https://www.rug.nl) and the [University Medical Center Groningen](https://www.umcg.nl).
 #'
 #' The `AMR` package is available in `r vector_and(vapply(FUN.VALUE = character(1), LANGUAGES_SUPPORTED_NAMES, function(x) x$exonym), quotes = FALSE, sort = FALSE)`. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.
 #' @section Download Our Reference Data:
@@ -44,7 +44,7 @@
 #'
 #' For maximum compatibility, we also provide machine-readable, tab-separated plain text files suitable for use in any software, including laboratory information systems.
 #'
-#' Visit [our website for direct download links](https://amr-for-r.org/articles/datasets.html), or explore the actual files in [our GitHub repository](https://github.com/msberends/AMR/tree/main/data-raw).
+#' Visit [our website for direct download links](https://amr-for-r.org/articles/datasets.html), or explore the actual files in [our GitHub repository](https://github.com/msberends/AMR/tree/main/data-raw/datasets).
 #' @source
 #' To cite AMR in publications use:
 #'

R/aa_globals.R

@@ -132,6 +132,12 @@ TAXONOMY_VERSION <- list(
     accessed_date = as.Date("2023-10-19"),
     citation = "Logical Observation Identifiers Names and Codes (LOINC), Version 2.76 (18 September, 2023).",
     url = "https://loinc.org"
+  ),
+  ATC_DDD = list(
+    name = "ATC/DDD Index",
+    accessed_date = as.Date("2025-05-04"),
+    citation = "WHO Collaborating Centre for Drug Statistics Methodology, Guidelines for ATC classification and DDD assignment, Oslo",
+    url = "https://atcddd.fhi.no/atc_ddd_index/"
   )
 )
 

R/aa_helper_functions.R

@@ -63,31 +63,6 @@ pm_left_join <- function(x, y, by = NULL, suffix = c(".x", ".y")) {
   merged
 }
 
-# support where() like tidyverse (this function will also be used when running `antibiogram()`):
-where <- function(fn) {
-  # based on https://github.com/nathaneastwood/poorman/blob/52eb6947e0b4430cd588976ed8820013eddf955f/R/where.R#L17-L32
-  if (!is.function(fn)) {
-    stop_("`", deparse(substitute(fn)), "()` is not a valid predicate function.")
-  }
-  df <- pm_select_env$.data
-  cols <- pm_select_env$get_colnames()
-  if (is.null(df)) {
-    df <- get_current_data("where", call = FALSE)
-    cols <- colnames(df)
-  }
-  preds <- unlist(lapply(
-    df,
-    function(x, fn) {
-      do.call("fn", list(x))
-    },
-    fn
-  ))
-  if (!is.logical(preds)) stop_("`where()` must be used with functions that return `TRUE` or `FALSE`.")
-  data_cols <- cols
-  cols <- data_cols[preds]
-  which(data_cols %in% cols)
-}
-
 # copied and slightly rewritten from {poorman} under permissive license (2021-10-15)
 # https://github.com/nathaneastwood/poorman, MIT licensed, Nathan Eastwood, 2020
 case_when_AMR <- function(...) {
@@ -538,13 +513,13 @@ word_wrap <- function(...,
       txt = parts[parts %in% c("antimicrobials", "microorganisms", "microorganisms.codes", "microorganisms.groups")]
     )
     # text starting with `?` must also lead to the help page
-    parts[parts %like% "^[?]"] <- font_url(
-      url = paste0("ide:help:AMR::", gsub("?", "", parts[parts %like% "^[?]"], fixed = TRUE)),
-      txt = parts[parts %like% "^[?]"]
+    parts[parts %like% "^[?].+"] <- font_url(
+      url = paste0("ide:help:AMR::", gsub("?", "", parts[parts %like% "^[?].+"], fixed = TRUE)),
+      txt = parts[parts %like% "^[?].+"]
     )
     msg <- paste0(parts, collapse = "`")
   }
-  msg <- gsub("`(.+?)`", font_grey_bg("\\1"), msg)
+  msg <- gsub("`(.+?)`", font_grey_bg("`\\1`"), msg)
 
   # clean introduced whitespace in between fullstops
   msg <- gsub("[.] +[.]", "..", msg)
@@ -711,40 +686,6 @@ format_included_data_number <- function(data) {
   paste0(ifelse(rounder == 0, "", "~"), format(round(n, rounder), decimal.mark = ".", big.mark = " "))
 }
 
-# for eucast_rules() and mdro(), creates markdown output with URLs and names
-create_eucast_ab_documentation <- function() {
-  x <- trimws(unique(toupper(unlist(strsplit(EUCAST_RULES_DF$then_change_these_antibiotics, ",", fixed = TRUE)))))
-  ab <- character()
-  for (val in x) {
-    if (paste0("AB_", val) %in% ls(envir = asNamespace("AMR"))) {
-      # antimicrobial group names, as defined in data-raw/_pre_commit_checks.R, such as `CARBAPENEMS`
-      val <- eval(parse(text = paste0("AB_", val)), envir = asNamespace("AMR"))
-    } else if (val %in% AMR_env$AB_lookup$ab) {
-      # separate drugs, such as `AMX`
-      val <- as.ab(val)
-    } else {
-      val <- as.sir(NA)
-    }
-    ab <- c(ab, val)
-  }
-  ab <- unique(ab)
-  atcs <- ab_atc(ab, only_first = TRUE)
-  # only keep ABx with an ATC code:
-  ab <- ab[!is.na(atcs)]
-  atcs <- atcs[!is.na(atcs)]
-
-  # sort all vectors on name:
-  ab_names <- ab_name(ab, language = NULL, tolower = TRUE)
-  ab <- ab[order(ab_names)]
-  atcs <- atcs[order(ab_names)]
-  ab_names <- ab_names[order(ab_names)]
-  # create the text:
-  atc_txt <- paste0("[", atcs, "](", ab_url(ab), ")")
-  out <- paste0(ab_names, " (`", ab, "`, ", atc_txt, ")", collapse = ", ")
-  substr(out, 1, 1) <- toupper(substr(out, 1, 1))
-  out
-}
-
 vector_or <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE, initial_captital = FALSE, last_sep = " or ") {
   # makes unique and sorts, and this also removed NAs
   v <- unique(v)
@@ -848,7 +789,7 @@ meet_criteria <- function(object, # can be literally `list(...)` for `allow_argu
 
   # if object is missing, or another error:
   tryCatch(invisible(object),
-    error = function(e) AMR_env$meet_criteria_error_txt <- e$message
+    error = function(e) AMR_env$meet_criteria_error_txt <- conditionMessage(e)
   )
   if (!is.null(AMR_env$meet_criteria_error_txt)) {
     error_txt <- AMR_env$meet_criteria_error_txt
@@ -983,7 +924,8 @@ ascertain_sir_classes <- function(x, obj_name) {
     warning_(
       "the data provided in argument `", obj_name,
       "` should contain at least one column of class 'sir'. Eligible SIR column were now guessed. ",
-      "See `?as.sir`."
+      "See `?as.sir`.",
+      immediate = TRUE
     )
     sirs_eligible <- is_sir_eligible(x)
     for (col in colnames(x)[sirs_eligible]) {
@@ -1053,6 +995,17 @@ get_current_data <- function(arg_name, call) {
     }
   }
 
+  # now check if it was run with eval(), which has arguments `expr`, `envir`, and `enclos`
+  from_eval_parse <- vapply(FUN.VALUE = logical(1), frms, function(e) all(c("expr", "envir", "enclos") %in% names(e)))
+  for (env in frms[which(from_eval_parse)]) {
+    if (valid_df(env$envir)) {
+      # the element `envir` could contain the data in case of
+      # e.g. `eval(parse(text = "any(cephalosporins_3rd() == 'R')"), envir = example_isolates)`
+      # this is also used by run_custom_mdro_guideline() to support antimicrobial selectors in the part before `~`
+      return(env$envir)
+    }
+  }
+
   # no data.frame found, so an error  must be returned:
   if (is.na(arg_name)) {
     if (isTRUE(is.numeric(call))) {
@@ -1137,6 +1090,44 @@ get_group_names <- function(x) {
   }
 }
 
+format_custom_query_rule <- function(query, colours = has_colour()) {
+  # this is used by custom EUCAST and custom MDRO rules
+
+  # font_black() is a bit expensive so do it once:
+  txt <- font_black("{text}")
+  query <- gsub(" & ", sub("{text}", font_bold(" and "), txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" | ", sub("{text}", " or ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" + ", sub("{text}", " plus ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" - ", sub("{text}", " minus ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" / ", sub("{text}", " divided by ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" * ", sub("{text}", " times ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" == ", sub("{text}", " is ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" > ", sub("{text}", " is higher than ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" < ", sub("{text}", " is lower than ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" >= ", sub("{text}", " is higher than or equal to ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" <= ", sub("{text}", " is lower than or equal to ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" ^ ", sub("{text}", " to the power of ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" %in% ", sub("{text}", " is one of ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub(" %like% ", sub("{text}", " resembles ", txt, fixed = TRUE), query, fixed = TRUE)
+  query <- gsub("any\\((.*)\\)$", paste0(font_black("any of "), "\\1"), query)
+  query <- gsub("all\\((.*)\\)$", paste0(font_black("all of "), "\\1"), query)
+  if (colours == TRUE) {
+    query <- gsub("[\"']R[\"']", font_rose_bg(" R "), query)
+    query <- gsub("[\"']SDD[\"']", font_orange_bg(" SDD "), query)
+    query <- gsub("[\"']S[\"']", font_green_bg(" S "), query)
+    query <- gsub("[\"']NI[\"']", font_grey_bg(font_black(" NI ")), query)
+    query <- gsub("[\"']I[\"']", font_orange_bg(" I "), query)
+  }
+  # replace the black colour 'stops' with blue colour 'starts'
+  query <- gsub("\033[39m", "\033[34m", as.character(query), fixed = TRUE)
+  # start with blue
+  query <- paste0("\033[34m", query)
+  if (colours == FALSE) {
+    query <- font_stripstyle(query)
+  }
+  query
+}
+
 unique_call_id <- function(entire_session = FALSE, match_fn = NULL) {
   if (entire_session == TRUE) {
     return(c(envir = "session", call = "session"))
@@ -1190,6 +1181,13 @@ message_not_thrown_before <- function(fn, ..., entire_session = FALSE) {
   not_thrown_before
 }
 
+reset_all_thrown_messages <- function() {
+  rm(
+    list = grep("^thrown_msg", ls(envir = AMR_env), value = TRUE),
+    envir = AMR_env
+  )
+}
+
 has_colour <- function() {
   if (is.null(AMR_env$supports_colour)) {
     if (Sys.getenv("EMACS") != "" || Sys.getenv("INSIDE_EMACS") != "") {
@@ -1221,7 +1219,9 @@ try_colour <- function(..., before, after, collapse = " ") {
   }
 }
 is_dark <- function() {
-  if (is.null(AMR_env$is_dark_theme)) {
+  AMR_env$current_theme <- tryCatch(getExportedValue("getThemeInfo", ns = asNamespace("rstudioapi"))()$editor, error = function(e) NULL)
+  if (!identical(AMR_env$current_theme, AMR_env$former_theme) || is.null(AMR_env$is_dark_theme)) {
+    AMR_env$former_theme <- AMR_env$current_theme
     AMR_env$is_dark_theme <- !has_colour() || tryCatch(isTRUE(getExportedValue("getThemeInfo", ns = asNamespace("rstudioapi"))()$dark), error = function(e) FALSE)
   }
   isTRUE(AMR_env$is_dark_theme)
@@ -1294,6 +1294,10 @@ font_green_bg <- function(..., collapse = " ") {
   # this is #3caea3 (picked to be colourblind-safe with other SIR colours)
   try_colour(font_black(..., collapse = collapse, adapt = FALSE), before = "\033[48;5;79m", after = "\033[49m", collapse = collapse)
 }
+font_green_lighter_bg <- function(..., collapse = " ") {
+  # this is #8FD6C4 (picked to be colourblind-safe with other SIR colours)
+  try_colour(font_black(..., collapse = collapse, adapt = FALSE), before = "\033[48;5;158m", after = "\033[49m", collapse = collapse)
+}
 font_purple_bg <- function(..., collapse = " ") {
   try_colour(font_black(..., collapse = collapse, adapt = FALSE), before = "\033[48;5;89m", after = "\033[49m", collapse = collapse)
 }
@@ -1611,6 +1615,36 @@ get_n_cores <- function(max_cores = Inf) {
   n_cores
 }
 
+# Support `where()` if tidyselect not installed ----
+if (!is.null(import_fn("where", "tidyselect", error_on_fail = FALSE))) {
+  # tidyselect::where() exists, load the namespace to make `where()`s work across the package in default arguments
+  loadNamespace("tidyselect")
+} else {
+  where <- function(fn) {
+    # based on https://github.com/nathaneastwood/poorman/blob/52eb6947e0b4430cd588976ed8820013eddf955f/R/where.R#L17-L32
+    if (!is.function(fn)) {
+      stop_("`", deparse(substitute(fn)), "()` is not a valid predicate function.")
+    }
+    df <- pm_select_env$.data
+    cols <- pm_select_env$get_colnames()
+    if (is.null(df)) {
+      df <- get_current_data("where", call = FALSE)
+      cols <- colnames(df)
+    }
+    preds <- unlist(lapply(
+      df,
+      function(x, fn) {
+        do.call("fn", list(x))
+      },
+      fn
+    ))
+    if (!is.logical(preds)) stop_("`where()` must be used with functions that return `TRUE` or `FALSE`.")
+    data_cols <- cols
+    cols <- data_cols[preds]
+    which(data_cols %in% cols)
+  }
+}
+
 # Faster data.table implementations ----
 
 match <- function(x, table, ...) {
@@ -1630,52 +1664,6 @@ match <- function(x, table, ...) {
   }
 }
 
-# nolint start
-
-# Register S3 methods ----
-# copied from vctrs::s3_register by their permission:
-# https://github.com/r-lib/vctrs/blob/05968ce8e669f73213e3e894b5f4424af4f46316/R/register-s3.R
-s3_register <- function(generic, class, method = NULL) {
-  stopifnot(is.character(generic), length(generic) == 1)
-  stopifnot(is.character(class), length(class) == 1)
-  pieces <- strsplit(generic, "::")[[1]]
-  stopifnot(length(pieces) == 2)
-  package <- pieces[[1]]
-  generic <- pieces[[2]]
-  caller <- parent.frame()
-  get_method_env <- function() {
-    top <- topenv(caller)
-    if (isNamespace(top)) {
-      asNamespace(environmentName(top))
-    } else {
-      caller
-    }
-  }
-  get_method <- function(method, env) {
-    if (is.null(method)) {
-      get(paste0(generic, ".", class), envir = get_method_env())
-    } else {
-      method
-    }
-  }
-  method_fn <- get_method(method)
-  stopifnot(is.function(method_fn))
-  setHook(packageEvent(package, "onLoad"), function(...) {
-    ns <- asNamespace(package)
-    method_fn <- get_method(method)
-    registerS3method(generic, class, method_fn, envir = ns)
-  })
-  if (!isNamespaceLoaded(package)) {
-    return(invisible())
-  }
-  envir <- asNamespace(package)
-  if (exists(generic, envir)) {
-    registerS3method(generic, class, method_fn, envir = envir)
-  }
-  invisible()
-}
-
-
 # Support old R versions ----
 # these functions were not available in previous versions of R
 # see here for the full list: https://github.com/r-lib/backports

R/aa_helper_pm_functions.R

@@ -952,7 +952,19 @@ pm_select_env$get_nrow <- function() nrow(pm_select_env$.data)
 pm_select_env$get_ncol <- function() ncol(pm_select_env$.data)
 
 pm_select <- function(.data, ...) {
-  col_pos <- pm_select_positions(.data, ..., .group_pos = TRUE)
+  # col_pos <- pm_select_positions(.data, ..., .group_pos = TRUE),
+  col_pos <- tryCatch(pm_select_positions(.data, ..., .group_pos = TRUE), error = function(e) NULL)
+  if (is.null(col_pos)) {
+    # try with tidyverse
+    select_dplyr <- import_fn("select", "dplyr", error_on_fail = FALSE)
+    if (!is.null(select_dplyr)) {
+      col_pos <- which(colnames(.data) %in% colnames(select_dplyr(.data, ...)))
+    } else {
+      # this will throw an error as it did, but dplyr is not available, so no other option
+      col_pos <- pm_select_positions(.data, ..., .group_pos = TRUE)
+    }
+  }
+
   map_names <- names(col_pos)
   map_names_length <- nchar(map_names)
   if (any(map_names_length == 0L)) {

R/aa_options.R

@@ -44,7 +44,7 @@
 #' * `AMR_substitute_missing_r_breakpoint` \cr A [logical] to use in [as.sir()], to indicate that missing R breakpoints must be substituted with `"R"` - the default is `FALSE`.
 #' * `AMR_include_screening` \cr A [logical] to use in [as.sir()], to indicate that clinical breakpoints for screening are allowed - the default is `FALSE`.
 #' * `AMR_keep_synonyms` \cr A [logical] to use in [as.mo()] and all [`mo_*`][mo_property()] functions, to indicate if old, previously valid taxonomic names must be preserved and not be corrected to currently accepted names. The default is `FALSE`.
-#' * `AMR_locale` \cr A [character] to set the language for the `AMR` package, can be one of these supported language names or ISO-639-1 codes: `r vector_or(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`. The default is the current system language (if supported, English otherwise).
+#' * `AMR_locale` \cr A [character] to set the language for the `AMR` package, can be one of these supported language names or [ISO 639-1 codes](https://en.wikipedia.org/wiki/ISO_639-1): `r vector_or(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`. The default is the current system language (if supported, English otherwise).
 #' * `AMR_mo_source` \cr A file location for a manual code list to be used in [as.mo()] and all [`mo_*`][mo_property()] functions. This is explained in [set_mo_source()].
 #'
 #' @section Saving Settings Between Sessions:

R/ab.R

@@ -184,7 +184,8 @@ as.ab <- function(x, flag_multiple_results = TRUE, language = get_AMR_locale(),
   x_new[known_codes_cid] <- AMR_env$AB_lookup$ab[match(x[known_codes_cid], AMR_env$AB_lookup$cid)]
   previously_coerced <- x %in% AMR_env$ab_previously_coerced$x
   x_new[previously_coerced & is.na(x_new)] <- AMR_env$ab_previously_coerced$ab[match(x[is.na(x_new) & x %in% AMR_env$ab_previously_coerced$x], AMR_env$ab_previously_coerced$x)]
-  if (any(previously_coerced) && isTRUE(info) && message_not_thrown_before("as.ab", entire_session = TRUE)) {
+  previously_coerced_mention <- x %in% AMR_env$ab_previously_coerced$x & !x %in% AMR_env$AB_lookup$ab & !x %in% AMR_env$AB_lookup$generalised_name
+  if (any(previously_coerced_mention) && isTRUE(info) && message_not_thrown_before("as.ab", entire_session = TRUE)) {
     message_(
       "Returning previously coerced ",
       ifelse(length(unique(which(x[which(previously_coerced)] %in% x_bak_clean))) > 1, "value for an antimicrobial", "values for various antimicrobials"),
@@ -279,7 +280,12 @@ as.ab <- function(x, flag_multiple_results = TRUE, language = get_AMR_locale(),
 
     # length of input is quite long, and Levenshtein distance is only max 2
     if (nchar(x[i]) >= 10) {
-      levenshtein <- as.double(utils::adist(x[i], AMR_env$AB_lookup$generalised_name))
+      levenshtein <- as.double(utils::adist(x[i], AMR_env$AB_lookup$generalised_name,
+        ignore.case = FALSE,
+        fixed = TRUE,
+        costs = c(insertions = 1, deletions = 1, substitutions = 2),
+        counts = FALSE
+      ))
       if (any(levenshtein <= 2)) {
         found <- AMR_env$AB_lookup$ab[which(levenshtein <= 2)]
         x_new[i] <- note_if_more_than_one_found(found, i, from_text)
@@ -498,7 +504,8 @@ ab_reset_session <- function() {
   }
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, ab)
 pillar_shaft.ab <- function(x, ...) {
   out <- trimws(format(x))
   out[is.na(x)] <- font_na(NA)
@@ -514,7 +521,8 @@ pillar_shaft.ab <- function(x, ...) {
   create_pillar_column(out, align = "left", min_width = 4)
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::type_sum, ab)
 type_sum.ab <- function(x, ...) {
   "ab"
 }
@@ -637,13 +645,20 @@ generalise_antibiotic_name <- function(x) {
   # spaces around non-characters must be removed: amox + clav -> amox clav
   x <- gsub("(.*[A-Z0-9]) ([^A-Z0-9].*)", "\\1\\2", x, perl = TRUE)
   x <- gsub("(.*[^A-Z0-9]) ([A-Z0-9].*)", "\\1\\2", x, perl = TRUE)
+  # rewrite ph to f, and th to t
+  x <- gsub("PH", "F", x, perl = TRUE)
+  x <- gsub("TH", "T", x, perl = TRUE)
   # remove hyphen after a starting "co"
   x <- gsub("^CO-", "CO", x, perl = TRUE)
   # replace operators with a space
   x <- gsub("(/| AND | WITH | W/|[+]|[-])+", " ", x, perl = TRUE)
   # replace more than 1 space
   x <- trimws(gsub(" +", " ", x, perl = TRUE))
-  # move HIGH to end
+  # remove last couple of words if they numbers or units
+  x <- gsub("( ([0-9]{3,}|U?M?C?G|L))+$", "", x, perl = TRUE)
+  # remove whitespace prior to numbers if preceded by A-Z
+  x <- gsub("([A-Z]+) +([0-9]+)", "\\1\\2", x, perl = TRUE)
+  # move HIGH to the end
   x <- trimws(gsub("(.*) HIGH(.*)", "\\1\\2 HIGH", x, perl = TRUE))
   x
 }

R/ab_property.R

@@ -445,7 +445,7 @@ ab_validate <- function(x, property, ...) {
     # try to catch an error when inputting an invalid argument
     # so the 'call.' can be set to FALSE
     tryCatch(x[1L] %in% AMR_env$AB_lookup[1, property, drop = TRUE],
-      error = function(e) stop(e$message, call. = FALSE)
+      error = function(e) stop(conditionMessage(e), call. = FALSE)
     )
 
     if (!all(x %in% AMR_env$AB_lookup[, property, drop = TRUE])) {

R/age.R

@@ -128,9 +128,10 @@ age <- function(x, reference = Sys.Date(), exact = FALSE, na.rm = FALSE, ...) {
 
 #' Split Ages into Age Groups
 #'
-#' Split ages into age groups defined by the `split` argument. This allows for easier demographic (antimicrobial resistance) analysis.
+#' Split ages into age groups defined by the `split` argument. This allows for easier demographic (antimicrobial resistance) analysis. The function returns an ordered [factor].
 #' @param x Age, e.g. calculated with [age()].
 #' @param split_at Values to split `x` at - the default is age groups 0-11, 12-24, 25-54, 55-74 and 75+. See *Details*.
+#' @param names Optional names to be given to the various age groups.
 #' @param na.rm A [logical] to indicate whether missing values should be removed.
 #' @details To split ages, the input for the `split_at` argument can be:
 #'
@@ -152,6 +153,7 @@ age <- function(x, reference = Sys.Date(), exact = FALSE, na.rm = FALSE, ...) {
 #'
 #' # split into 0-19, 20-49 and 50+
 #' age_groups(ages, c(20, 50))
+#' age_groups(ages, c(20, 50), names = c("Under 20 years", "20 to 50 years", "Over 50 years"))
 #'
 #' # split into groups of ten years
 #' age_groups(ages, 1:10 * 10)
@@ -181,9 +183,10 @@ age <- function(x, reference = Sys.Date(), exact = FALSE, na.rm = FALSE, ...) {
 #'     )
 #' }
 #' }
-age_groups <- function(x, split_at = c(12, 25, 55, 75), na.rm = FALSE) {
+age_groups <- function(x, split_at = c(0, 12, 25, 55, 75), names = NULL, na.rm = FALSE) {
   meet_criteria(x, allow_class = c("numeric", "integer"), is_positive_or_zero = TRUE, is_finite = TRUE)
   meet_criteria(split_at, allow_class = c("numeric", "integer", "character"), is_positive_or_zero = TRUE, is_finite = TRUE)
+  meet_criteria(names, allow_class = "character", allow_NULL = TRUE)
   meet_criteria(na.rm, allow_class = "logical", has_length = 1)
 
   if (any(x < 0, na.rm = TRUE)) {
@@ -208,7 +211,7 @@ age_groups <- function(x, split_at = c(12, 25, 55, 75), na.rm = FALSE) {
     split_at <- c(0, split_at)
   }
   split_at <- split_at[!is.na(split_at)]
-  stop_if(length(split_at) == 1, "invalid value for `split_at`") # only 0 is available
+  stop_if(length(split_at) == 1, "invalid value for `split_at`.") # only 0 is available
 
   # turn input values to 'split_at' indices
   y <- x
@@ -224,6 +227,11 @@ age_groups <- function(x, split_at = c(12, 25, 55, 75), na.rm = FALSE) {
 
   agegroups <- factor(lbls[y], levels = lbls, ordered = TRUE)
 
+  if (!is.null(names)) {
+    stop_ifnot(length(names) == length(levels(agegroups)), "`names` must have the same length as the number of age groups (", length(levels(agegroups)), ").")
+    levels(agegroups) <- names
+  }
+
   if (isTRUE(na.rm)) {
     agegroups <- agegroups[!is.na(agegroups)]
   }

R/amr_selectors.R

@@ -31,7 +31,7 @@
 #'
 #' @description These functions allow for filtering rows and selecting columns based on antimicrobial test results that are of a specific antimicrobial class or group, without the need to define the columns or antimicrobial abbreviations. They can be used in base \R, tidyverse, tidymodels, and `data.table`.
 #'
-#' In short, if you have a column name that resembles an antimicrobial drug, it will be picked up by any of these functions that matches its pharmaceutical class: "cefazolin", "kefzol", "CZO" and "J01DB04" will all be picked up using:
+#' Simply puy, if you have a column name that resembles an antimicrobial drug, it will be picked up by any of these functions that matches its pharmaceutical class, code or name: column names "cefazolin", "kefzol", "CZO" and "J01DB04" would all be included in the following selection:
 #'
 #' ```r
 #' library(dplyr)
@@ -40,7 +40,7 @@
 #' ```
 #' @param amr_class An antimicrobial class or a part of it, such as `"carba"` and `"carbapenems"`. The columns `group`, `atc_group1` and `atc_group2` of the [antimicrobials] data set will be searched (case-insensitive) for this value.
 #' @param filter An [expression] to be evaluated in the [antimicrobials] data set, such as `name %like% "trim"`.
-#' @param only_sir_columns A [logical] to indicate whether only columns of class `sir` must be selected (default is `FALSE`), see [as.sir()].
+#' @param only_sir_columns A [logical] to indicate whether only antimicrobial columns must be included that were transformed to class [sir][as.sir()] on beforehand. Defaults to `FALSE`.
 #' @param only_treatable A [logical] to indicate whether antimicrobial drugs should be excluded that are only for laboratory tests (default is `TRUE`), such as gentamicin-high (`GEH`) and imipenem/EDTA (`IPE`).
 #' @param return_all A [logical] to indicate whether all matched columns must be returned (default is `TRUE`). With `FALSE`, only the first of each unique antimicrobial will be returned, e.g. if both columns `"genta"` and `"gentamicin"` exist in the data, only the first hit for gentamicin will be returned.
 #' @param ... Ignored, only in place to allow future extensions.
@@ -527,7 +527,7 @@ amr_selector <- function(filter,
   )
   call <- substitute(filter)
   agents <- tryCatch(AMR_env$AB_lookup[which(eval(call, envir = AMR_env$AB_lookup)), "ab", drop = TRUE],
-    error = function(e) stop_(e$message, call = -5)
+    error = function(e) stop_(conditionMessage(e), call = -5)
   )
   agents <- ab_in_data[ab_in_data %in% agents]
   message_agent_names(
@@ -640,7 +640,7 @@ not_intrinsic_resistant <- function(only_sir_columns = FALSE, col_mo = NULL, ver
         )
       }
     ),
-    error = function(e) stop_("in not_intrinsic_resistant(): ", e$message, call = FALSE)
+    error = function(e) stop_("in not_intrinsic_resistant(): ", conditionMessage(e), call = FALSE)
   )
 
   agents <- ab_in_data[ab_in_data %in% names(vars_df_R[which(vars_df_R)])]

R/antibiogram.R

@@ -40,6 +40,7 @@
 #'   - A combination of the above, using `c()`, e.g.:
 #'     - `c(aminoglycosides(), "AMP", "AMC")`
 #'     - `c(aminoglycosides(), carbapenems())`
+#'   - Column indices using numbers
 #'   - Combination therapy, indicated by using `"+"`, with or without [antimicrobial selectors][antimicrobial_selectors], e.g.:
 #'     - `"cipro + genta"`
 #'     - `"TZP+TOB"`
@@ -59,6 +60,7 @@
 #' @param minimum The minimum allowed number of available (tested) isolates. Any isolate count lower than `minimum` will return `NA` with a warning. The default number of `30` isolates is advised by the Clinical and Laboratory Standards Institute (CLSI) as best practice, see *Source*.
 #' @param combine_SI A [logical] to indicate whether all susceptibility should be determined by results of either S, SDD, or I, instead of only S (default is `TRUE`).
 #' @param sep A separating character for antimicrobial columns in combination antibiograms.
+#' @param sort_columns A [logical] to indicate whether the antimicrobial columns must be sorted on name.
 #' @param wisca A [logical] to indicate whether a Weighted-Incidence Syndromic Combination Antibiogram (WISCA) must be generated (default is `FALSE`). This will use a Bayesian decision model to estimate regimen coverage probabilities using [Monte Carlo simulations](https://en.wikipedia.org/wiki/Monte_Carlo_method). Set `simulations`, `conf_interval`, and `interval_side` to adjust.
 #' @param simulations (for WISCA) a numerical value to set the number of Monte Carlo simulations.
 #' @param conf_interval A numerical value to set confidence interval (default is `0.95`).
@@ -109,7 +111,7 @@
 #'
 #' There are various antibiogram types, as summarised by Klinker *et al.* (2021, \doi{10.1177/20499361211011373}), and they are all supported by [antibiogram()].
 #'
-#' For clinical coverage estimations, **use WISCA whenever possible**, since it provides more precise coverage estimates by accounting for pathogen incidence and antimicrobial susceptibility, as has been shown by Bielicki *et al.* (2020, \doi{10.1001.jamanetworkopen.2019.21124}). See the section *Explaining WISCA* on this page. Do note that WISCA is pathogen-agnostic, meaning that the outcome is not stratied by pathogen, but rather by syndrome.
+#' For clinical coverage estimations, **use WISCA whenever possible**, since it provides more precise coverage estimates by accounting for pathogen incidence and antimicrobial susceptibility, as has been shown by Bielicki *et al.* (2020, \doi{10.1001/jamanetworkopen.2019.21124}). See the section *Explaining WISCA* on this page. Do note that WISCA is pathogen-agnostic, meaning that the outcome is not stratied by pathogen, but rather by syndrome.
 #'
 #' 1. **Traditional Antibiogram**
 #'
@@ -258,45 +260,14 @@
 #'
 #' @section Explaining WISCA:
 #'
-#' WISCA, as outlined by Bielicki *et al.* (\doi{10.1093/jac/dkv397}), stands for Weighted-Incidence Syndromic Combination Antibiogram, which estimates the probability of adequate empirical antimicrobial regimen coverage for specific infection syndromes. This method leverages a Bayesian decision model with random effects for pathogen incidence and susceptibility, enabling robust estimates in the presence of sparse data.
+#' WISCA (Weighted-Incidence Syndromic Combination Antibiogram) estimates the probability of empirical coverage for combination regimens.
 #'
-#' The Bayesian model assumes conjugate priors for parameter estimation. For example, the coverage probability \eqn{\theta} for a given antimicrobial regimen is modelled using a Beta distribution as a prior:
+#' It weights susceptibility by pathogen prevalence within a clinical syndrome and provides credible intervals around the expected coverage.
 #'
-#' \deqn{\theta \sim \text{Beta}(\alpha_0, \beta_0)}
-#'
-#' where \eqn{\alpha_0} and \eqn{\beta_0} represent prior successes and failures, respectively, informed by expert knowledge or weakly informative priors (e.g., \eqn{\alpha_0 = 1, \beta_0 = 1}). The likelihood function is constructed based on observed data, where the number of covered cases for a regimen follows a binomial distribution:
-#'
-#' \deqn{y \sim \text{Binomial}(n, \theta)}
-#'
-#' Posterior parameter estimates are obtained by combining the prior and likelihood using Bayes' theorem. The posterior distribution of \eqn{\theta} is also a Beta distribution:
-#'
-#' \deqn{\theta | y \sim \text{Beta}(\alpha_0 + y, \beta_0 + n - y)}
-#'
-#' Pathogen incidence, representing the proportion of infections caused by different pathogens, is modelled using a Dirichlet distribution, which is the natural conjugate prior for multinomial outcomes. The Dirichlet distribution is parameterised by a vector of concentration parameters \eqn{\alpha}, where each \eqn{\alpha_i} corresponds to a specific pathogen. The prior is typically chosen to be uniform (\eqn{\alpha_i = 1}), reflecting an assumption of equal prior probability across pathogens.
-#'
-#' The posterior distribution of pathogen incidence is then given by:
-#'
-#' \deqn{\text{Dirichlet}(\alpha_1 + n_1, \alpha_2 + n_2, \dots, \alpha_K + n_K)}
-#'
-#' where \eqn{n_i} is the number of infections caused by pathogen \eqn{i} observed in the data. For practical implementation, pathogen incidences are sampled from their posterior using normalised Gamma-distributed random variables:
-#'
-#' \deqn{x_i \sim \text{Gamma}(\alpha_i + n_i, 1)}
-#' \deqn{p_i = \frac{x_i}{\sum_{j=1}^K x_j}}
-#'
-#' where \eqn{x_i} represents unnormalised pathogen counts, and \eqn{p_i} is the normalised proportion for pathogen \eqn{i}.
-#'
-#' For hierarchical modelling, pathogen-level effects (e.g., differences in resistance patterns) and regimen-level effects are modelled using Gaussian priors on log-odds. This hierarchical structure ensures partial pooling of estimates across groups, improving stability in strata with small sample sizes. The model is implemented using Hamiltonian Monte Carlo (HMC) sampling.
-#'
-#' Stratified results can be provided based on covariates such as age, sex, and clinical complexity (e.g., prior antimicrobial treatments or renal/urological comorbidities) using `dplyr`'s [`group_by()`][dplyr::group_by()] as a pre-processing step before running [wisca()]. Posterior odds ratios (ORs) are derived to quantify the effect of these covariates on coverage probabilities:
-#'
-#' \deqn{\text{OR}_{\text{covariate}} = \frac{\exp(\beta_{\text{covariate}})}{\exp(\beta_0)}}
-#'
-#' By combining empirical data with prior knowledge, WISCA overcomes the limitations of traditional combination antibiograms, offering disease-specific, patient-stratified estimates with robust uncertainty quantification. This tool is invaluable for antimicrobial stewardship programs and empirical treatment guideline refinement.
-#'
-#' **Note:** WISCA never gives an output on the pathogen/species level, as all incidences and susceptibilities are already weighted for all species.
+#' For more background, interpretation, and examples, see [the WISCA vignette](https://amr-for-r.org/articles/WISCA.html).
 #' @source
 #' * Bielicki JA *et al.* (2016). **Selecting appropriate empirical antibiotic regimens for paediatric bloodstream infections: application of a Bayesian decision model to local and pooled antimicrobial resistance surveillance data** *Journal of Antimicrobial Chemotherapy* 71(3); \doi{10.1093/jac/dkv397}
-#' * Bielicki JA *et al.* (2020). **Evaluation of the coverage of 3 antibiotic regimens for neonatal sepsis in the hospital setting across Asian countries** *JAMA Netw Open.* 3(2):e1921124; \doi{10.1001.jamanetworkopen.2019.21124}
+#' * Bielicki JA *et al.* (2020). **Evaluation of the coverage of 3 antibiotic regimens for neonatal sepsis in the hospital setting across Asian countries** *JAMA Netw Open.* 3(2):e1921124; \doi{10.1001/jamanetworkopen.2019.21124}
 #' * Klinker KP *et al.* (2021). **Antimicrobial stewardship and antibiograms: importance of moving beyond traditional antibiograms**. *Therapeutic Advances in Infectious Disease*, May 5;8:20499361211011373; \doi{10.1177/20499361211011373}
 #' * Barbieri E *et al.* (2021). **Development of a Weighted-Incidence Syndromic Combination Antibiogram (WISCA) to guide the choice of the empiric antibiotic treatment for urinary tract infection in paediatric patients: a Bayesian approach** *Antimicrobial Resistance & Infection Control* May 1;10(1):74; \doi{10.1186/s13756-021-00939-2}
 #' * **M39 Analysis and Presentation of Cumulative Antimicrobial Susceptibility Test Data, 5th Edition**, 2022, *Clinical and Laboratory Standards Institute (CLSI)*. <https://clsi.org/standards/products/microbiology/documents/m39/>.
@@ -436,6 +407,7 @@ antibiogram <- function(x,
                         minimum = 30,
                         combine_SI = TRUE,
                         sep = " + ",
+                        sort_columns = TRUE,
                         wisca = FALSE,
                         simulations = 1000,
                         conf_interval = 0.95,
@@ -461,6 +433,7 @@ antibiogram.default <- function(x,
                                 minimum = 30,
                                 combine_SI = TRUE,
                                 sep = " + ",
+                                sort_columns = TRUE,
                                 wisca = FALSE,
                                 simulations = 1000,
                                 conf_interval = 0.95,
@@ -480,6 +453,7 @@ antibiogram.default <- function(x,
     deprecation_warning("antibiotics", "antimicrobials", fn = "antibiogram", is_argument = TRUE)
     antimicrobials <- list(...)$antibiotics
   }
+  meet_criteria(antimicrobials, allow_class = c("character", "numeric", "integer"), allow_NA = FALSE, allow_NULL = FALSE)
   if (!is.function(mo_transform)) {
     meet_criteria(mo_transform, allow_class = "character", has_length = 1, is_in = c("name", "shortname", "gramstain", colnames(AMR::microorganisms)), allow_NULL = TRUE, allow_NA = TRUE)
   }
@@ -499,6 +473,7 @@ antibiogram.default <- function(x,
   meet_criteria(minimum, allow_class = c("numeric", "integer"), has_length = 1, is_positive_or_zero = TRUE, is_finite = TRUE)
   meet_criteria(combine_SI, allow_class = "logical", has_length = 1)
   meet_criteria(sep, allow_class = "character", has_length = 1)
+  meet_criteria(sort_columns, allow_class = "logical", has_length = 1)
   meet_criteria(simulations, allow_class = c("numeric", "integer"), has_length = 1, is_finite = TRUE, is_positive = TRUE)
   meet_criteria(conf_interval, allow_class = c("numeric", "integer"), has_length = 1, is_finite = TRUE, is_positive = TRUE)
   meet_criteria(interval_side, allow_class = "character", has_length = 1, is_in = c("two-tailed", "left", "right"))
@@ -601,6 +576,15 @@ antibiogram.default <- function(x,
     }
     antimicrobials <- unlist(antimicrobials)
   } else {
+    existing_ab_combined_cols <- ab_trycatch[ab_trycatch %like% "[+]" & ab_trycatch %in% colnames(x)]
+    if (length(existing_ab_combined_cols) > 0 && !is.null(ab_transform)) {
+      ab_transform <- NULL
+      warning_(
+        "Detected column name(s) containing the '+' character, which conflicts with the expected syntax in `antibiogram()`: the '+' is used to combine separate antimicrobial agent columns (e.g., \"AMP+GEN\").\n\n",
+        "To avoid incorrectly guessing which antimicrobials this represents, `ab_transform` was automatically set to `NULL`.\n\n",
+        "If this is unintended, please rename the column(s) to avoid using '+' in the name, or set `ab_transform = NULL` explicitly to suppress this message."
+      )
+    }
     antimicrobials <- ab_trycatch
   }
 
@@ -622,6 +606,8 @@ antibiogram.default <- function(x,
     )
   colnames(out)[colnames(out) == "total"] <- "n_tested"
   colnames(out)[colnames(out) == "total_rows"] <- "n_total"
+  out$ab <- factor(out$ab, levels = antimicrobials, ordered = TRUE)
+  out <- out[order(out$mo, out$ab), , drop = FALSE]
 
   counts <- out
 
@@ -682,9 +668,8 @@ antibiogram.default <- function(x,
 
   wisca_parameters <- data.frame()
 
+  # WISCA START
   if (wisca == TRUE) {
-    # WISCA ----
-
     if (isTRUE(has_syndromic_group)) {
       colnames(out)[1] <- "syndromic_group"
       out_wisca <- out %pm>%
@@ -708,9 +693,6 @@ antibiogram.default <- function(x,
       warning_("Number of tested isolates should exceed ", minimum, " for each regimen (and group). WISCA coverage estimates might be inaccurate.", call = FALSE)
     }
 
-    out_wisca$p_susceptible <- out_wisca$n_susceptible / out_wisca$n_tested
-    out_wisca$p_susceptible[is.nan(out_wisca$p_susceptible)] <- 0
-
     if (isTRUE(has_syndromic_group)) {
       out$group <- paste(out$syndromic_group, out$ab)
       out_wisca$group <- paste(out_wisca$syndromic_group, out_wisca$ab)
@@ -719,31 +701,6 @@ antibiogram.default <- function(x,
       out_wisca$group <- out_wisca$ab
     }
 
-    # create the WISCA parameters, including our priors/posteriors
-    out$gamma_posterior <- NA_real_
-    out$beta_posterior_1 <- NA_real_
-    out$beta_posterior_2 <- NA_real_
-
-    for (i in seq_len(NROW(out))) {
-      out_current <- out[i, , drop = FALSE]
-
-      ## calculate priors ----
-      # pathogen incidence (Dirichlet distribution)
-      gamma_prior <- rep(1, length(unique(out_current$mo))) # Dirichlet prior
-      gamma_posterior <- gamma_prior + out_current$n_total # Posterior parameters
-
-      # regimen susceptibility (Beta distribution)
-      beta_prior <- rep(1, length(unique(out_current$mo))) # Beta prior
-      r <- out_current$n_susceptible
-      n <- out_current$n_tested
-      beta_posterior_1 <- beta_prior + r # Posterior alpha
-      beta_posterior_2 <- beta_prior + (n - r) # Posterior beta
-
-      out$gamma_posterior[i] <- gamma_posterior
-      out$beta_posterior_1[i] <- beta_posterior_1
-      out$beta_posterior_2[i] <- beta_posterior_2
-    }
-
     wisca_parameters <- out
 
     progress <- progress_ticker(
@@ -754,42 +711,28 @@ antibiogram.default <- function(x,
     )
     on.exit(close(progress))
 
-    # run WISCA
+    # run WISCA per group
     for (group in unique(wisca_parameters$group)) {
-      params_current <- wisca_parameters[which(wisca_parameters$group == group), , drop = FALSE]
+      params_current <- wisca_parameters[wisca_parameters$group == group, , drop = FALSE]
       if (sum(params_current$n_tested, na.rm = TRUE) == 0) {
         next
       }
 
-      # Monte Carlo simulation
-      coverage_simulations <- replicate(simulations, {
-        progress$tick()
+      # prepare priors
+      priors_current <- create_wisca_priors(params_current)
 
-        # simulate pathogen incidence
-        # = Dirichlet (Gamma) parameters
-        random_incidence <- stats::runif(n = 1, min = 0, max = 1)
-        simulated_incidence <- stats::qgamma(
-          p = random_incidence,
-          shape = params_current$gamma_posterior,
-          scale = 1
-        )
+      # Monte Carlo simulations
+      coverage_simulations <- vapply(
+        FUN.VALUE = double(1),
+        seq_len(simulations), function(i) {
+          progress$tick()
+          simulate_coverage(priors_current)
+        }
+      )
 
-        # normalise
-        simulated_incidence <- simulated_incidence / sum(simulated_incidence, na.rm = TRUE)
-
-        # simulate susceptibility
-        # = Beta parameters
-        random_susceptibity <- stats::runif(n = 1, min = 0, max = 1)
-        simulated_susceptibility <- stats::qbeta(
-          p = random_susceptibity,
-          shape1 = params_current$beta_posterior_1,
-          shape2 = params_current$beta_posterior_2
-        )
-        sum(simulated_incidence * simulated_susceptibility, na.rm = TRUE)
-      })
-
-      # calculate coverage statistics
+      # summarise results
       coverage_mean <- mean(coverage_simulations)
+
       if (interval_side == "two-tailed") {
         probs <- c((1 - conf_interval) / 2, 1 - (1 - conf_interval) / 2)
       } else if (interval_side == "left") {
@@ -797,17 +740,20 @@ antibiogram.default <- function(x,
       } else if (interval_side == "right") {
         probs <- c(1 - conf_interval, 1)
       }
+
       coverage_ci <- unname(stats::quantile(coverage_simulations, probs = probs))
 
-      out_wisca$coverage[which(out_wisca$group == group)] <- coverage_mean
-      out_wisca$lower_ci[which(out_wisca$group == group)] <- coverage_ci[1]
-      out_wisca$upper_ci[which(out_wisca$group == group)] <- coverage_ci[2]
+      out_wisca$coverage[out_wisca$group == group] <- coverage_mean
+      out_wisca$lower_ci[out_wisca$group == group] <- coverage_ci[1]
+      out_wisca$upper_ci[out_wisca$group == group] <- coverage_ci[2]
     }
-    # remove progress bar from console
+
     close(progress)
-    # prepare for definitive output
+
+    # final output preparation
     out <- out_wisca
     wisca_parameters <- wisca_parameters[, colnames(wisca_parameters)[!colnames(wisca_parameters) %in% c(levels(NA_sir_), "lower_ci", "upper_ci", "group")], drop = FALSE]
+
     if (isTRUE(has_syndromic_group)) {
       long_numeric <- out_wisca %pm>%
         pm_ungroup() %pm>%
@@ -895,7 +841,7 @@ antibiogram.default <- function(x,
 
   # transform names of antimicrobials
   ab_naming_function <- function(x, t, l, s) {
-    x <- strsplit(x, s, fixed = TRUE)
+    x <- strsplit(as.character(x), s, fixed = TRUE)
     out <- character(length = length(x))
     for (i in seq_along(x)) {
       a <- x[[i]]
@@ -940,6 +886,12 @@ antibiogram.default <- function(x,
   attr(out, "groups") <- NULL
   class(out) <- class(out)[!class(out) %in% c("grouped_df", "grouped_data")]
 
+  if (isTRUE(sort_columns)) {
+    sort_fn <- base::sort
+  } else {
+    sort_fn <- function(x) x
+  }
+
   if (isTRUE(has_syndromic_group)) {
     grps <- unique(out$syndromic_group)
     for (i in seq_along(grps)) {
@@ -957,25 +909,25 @@ antibiogram.default <- function(x,
       # sort rows
       new_df <- new_df %pm>% pm_arrange(syndromic_group)
       # sort columns
-      new_df <- new_df[, c("syndromic_group", sort(colnames(new_df)[colnames(new_df) != "syndromic_group"])), drop = FALSE]
+      new_df <- new_df[, c("syndromic_group", sort_fn(colnames(new_df)[colnames(new_df) != "syndromic_group"])), drop = FALSE]
       colnames(new_df)[1] <- translate_AMR("Syndromic Group", language = language)
     } else {
       # sort rows
       new_df <- new_df %pm>% pm_arrange(mo, syndromic_group)
       # sort columns
-      new_df <- new_df[, c("syndromic_group", "mo", sort(colnames(new_df)[!colnames(new_df) %in% c("syndromic_group", "mo")])), drop = FALSE]
+      new_df <- new_df[, c("syndromic_group", "mo", sort_fn(colnames(new_df)[!colnames(new_df) %in% c("syndromic_group", "mo")])), drop = FALSE]
       colnames(new_df)[1:2] <- translate_AMR(c("Syndromic Group", "Pathogen"), language = language)
     }
   } else {
     new_df <- long_to_wide(out)
     if (wisca == TRUE) {
       # sort columns
-      new_df <- new_df[, c(sort(colnames(new_df))), drop = FALSE]
+      new_df <- new_df[, c(sort_fn(colnames(new_df))), drop = FALSE]
     } else {
       # sort rows
       new_df <- new_df %pm>% pm_arrange(mo)
       # sort columns
-      new_df <- new_df[, c("mo", sort(colnames(new_df)[colnames(new_df) != "mo"])), drop = FALSE]
+      new_df <- new_df[, c("mo", sort_fn(colnames(new_df)[colnames(new_df) != "mo"])), drop = FALSE]
       colnames(new_df)[1] <- translate_AMR("Pathogen", language = language)
     }
   }
@@ -1037,6 +989,7 @@ antibiogram.grouped_df <- function(x,
                                    minimum = 30,
                                    combine_SI = TRUE,
                                    sep = " + ",
+                                   sort_columns = TRUE,
                                    wisca = FALSE,
                                    simulations = 1000,
                                    conf_interval = 0.95,
@@ -1079,6 +1032,7 @@ antibiogram.grouped_df <- function(x,
       minimum = minimum,
       combine_SI = combine_SI,
       sep = sep,
+      sort_columns = sort_columns,
       wisca = wisca,
       simulations = simulations,
       conf_interval = conf_interval,
@@ -1155,6 +1109,7 @@ wisca <- function(x,
                   language = get_AMR_locale(),
                   combine_SI = TRUE,
                   sep = " + ",
+                  sort_columns = TRUE,
                   simulations = 1000,
                   conf_interval = 0.95,
                   interval_side = "two-tailed",
@@ -1174,6 +1129,7 @@ wisca <- function(x,
     language = language,
     combine_SI = combine_SI,
     sep = sep,
+    sort_columns = sort_columns,
     wisca = TRUE,
     simulations = simulations,
     conf_interval = conf_interval,
@@ -1183,6 +1139,59 @@ wisca <- function(x,
   )
 }
 
+create_wisca_priors <- function(data) {
+  pathogens <- unique(data$mo)
+  n_pathogens <- length(pathogens)
+
+  # Dirichlet prior (gamma parameters)
+  gamma_prior <- rep(1, times = n_pathogens)
+  multinomial_obs <- data$n_total
+  gamma_posterior <- gamma_prior + multinomial_obs
+
+  # beta priors
+  beta_prior_alpha <- rep(1, times = n_pathogens)
+  beta_prior_beta <- rep(1, times = n_pathogens)
+
+  r <- data$n_susceptible
+  n <- data$n_tested
+  diff_nr <- n - r
+
+  beta_posterior_1 <- beta_prior_alpha + r
+  beta_posterior_2 <- beta_prior_beta + diff_nr
+
+  list(
+    gamma_posterior = gamma_posterior,
+    beta_posterior_1 = beta_posterior_1,
+    beta_posterior_2 = beta_posterior_2
+  )
+}
+
+simulate_coverage <- function(params) {
+  n_pathogens <- length(params$gamma_posterior)
+
+  # random draws per pathogen
+  random_incidence <- stats::runif(n = n_pathogens)
+  random_susceptibility <- stats::runif(n = n_pathogens)
+
+  simulated_incidence <- stats::qgamma(
+    p = random_incidence,
+    shape = params$gamma_posterior,
+    scale = 1
+  )
+
+  # normalise incidence
+  simulated_incidence <- simulated_incidence / sum(simulated_incidence, na.rm = TRUE)
+
+  simulated_susceptibility <- stats::qbeta(
+    p = random_susceptibility,
+    shape1 = params$beta_posterior_1,
+    shape2 = params$beta_posterior_2
+  )
+
+  # weighted coverage
+  sum(simulated_incidence * simulated_susceptibility, na.rm = TRUE)
+}
+
 #' @export
 #' @param wisca_model The outcome of [wisca()] or [`antibiogram(..., wisca = TRUE)`][antibiogram()].
 #' @rdname antibiogram
@@ -1191,20 +1200,23 @@ retrieve_wisca_parameters <- function(wisca_model, ...) {
   attributes(wisca_model)$wisca_parameters
 }
 
-# will be exported in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::tbl_sum, antibiogram)
 tbl_sum.antibiogram <- function(x, ...) {
   dims <- paste(format(NROW(x), big.mark = ","), AMR_env$cross_icon, format(NCOL(x), big.mark = ","))
+  names(dims) <- "An Antibiogram"
   if (isTRUE(attributes(x)$wisca)) {
-    names(dims) <- paste0("An Antibiogram (WISCA / ", attributes(x)$conf_interval * 100, "% CI)")
+    dims <- c(dims, Type = paste0("WISCA with ", attributes(x)$conf_interval * 100, "% CI"))
   } else if (isTRUE(attributes(x)$formatting_type >= 13)) {
-    names(dims) <- paste0("An Antibiogram (non-WISCA / ", attributes(x)$conf_interval * 100, "% CI)")
+    dims <- c(dims, Type = paste0("Non-WISCA with ", attributes(x)$conf_interval * 100, "% CI"))
   } else {
-    names(dims) <- paste0("An Antibiogram (non-WISCA)")
+    dims <- c(dims, Type = paste0("Non-WISCA without CI"))
   }
   dims
 }
 
-# will be exported in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::tbl_format_footer, antibiogram)
 tbl_format_footer.antibiogram <- function(x, ...) {
   footer <- NextMethod()
   if (NROW(x) == 0) {
@@ -1272,7 +1284,8 @@ barplot.antibiogram <- function(height, ...) {
 
 #' @method autoplot antibiogram
 #' @rdname antibiogram
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, antibiogram)
 autoplot.antibiogram <- function(object, ...) {
   df <- attributes(object)$long_numeric
   if (!"mo" %in% colnames(df)) {
@@ -1319,11 +1332,12 @@ autoplot.antibiogram <- function(object, ...) {
   out
 }
 
-# will be exported in zzz.R
 #' @method knit_print antibiogram
 #' @param italicise A [logical] to indicate whether the microorganism names in the [knitr][knitr::kable()] table should be made italic, using [italicise_taxonomy()].
 #' @param na Character to use for showing `NA` values.
 #' @rdname antibiogram
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(knitr::knit_print, antibiogram)
 knit_print.antibiogram <- function(x, italicise = TRUE, na = getOption("knitr.kable.NA", default = ""), ...) {
   stop_ifnot_installed("knitr")
   meet_criteria(italicise, allow_class = "logical", has_length = 1)
@@ -1331,12 +1345,9 @@ knit_print.antibiogram <- function(x, italicise = TRUE, na = getOption("knitr.ka
 
   add_MO_lookup_to_AMR_env()
 
-  cols_with_mo_names <- vapply(FUN.VALUE = logical(1), x, function(x) any(x %in% AMR_env$MO_lookup$fullname, na.rm = TRUE))
-  if (any(cols_with_mo_names)) {
-    for (i in which(cols_with_mo_names)) {
-      # make all microorganism names italic, according to nomenclature
-      x[[i]] <- italicise_taxonomy(x[[i]], type = "markdown")
-    }
+  for (i in which(vapply(FUN.VALUE = logical(1), x, is.character))) {
+    # make all microorganism names italic, according to nomenclature
+    x[[i]] <- italicise_taxonomy(x[[i]], type = "markdown")
   }
 
   old_option <- getOption("knitr.kable.NA")

R/av.R

@@ -507,7 +507,8 @@ is.av <- function(x) {
   inherits(x, "av")
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, av)
 pillar_shaft.av <- function(x, ...) {
   out <- trimws(format(x))
   out[!is.na(x)] <- gsub("+", font_subtle("+"), out[!is.na(x)], fixed = TRUE)
@@ -515,7 +516,8 @@ pillar_shaft.av <- function(x, ...) {
   create_pillar_column(out, align = "left", min_width = 4)
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::type_sum, av)
 type_sum.av <- function(x, ...) {
   "av"
 }

R/av_property.R

@@ -264,7 +264,7 @@ av_validate <- function(x, property, ...) {
     # try to catch an error when inputting an invalid argument
     # so the 'call.' can be set to FALSE
     tryCatch(x[1L] %in% AMR_env$AV_lookup[1, property, drop = TRUE],
-      error = function(e) stop(e$message, call. = FALSE)
+      error = function(e) stop(conditionMessage(e), call. = FALSE)
     )
 
     if (!all(x %in% AMR_env$AV_lookup[, property, drop = TRUE])) {

R/bug_drug_combinations.R

@@ -356,7 +356,8 @@ format.bug_drug_combinations <- function(x,
   as_original_data_class(y, class(x.bak), extra_class = "formatted_bug_drug_combinations") # will remove tibble groups
 }
 
-# will be exported in zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(knitr::knit_print, formatted_bug_drug_combinations)
 knit_print.formatted_bug_drug_combinations <- function(x, ...) {
   stop_ifnot_installed("knitr")
   # make columns with MO names italic according to nomenclature

R/count.R

@@ -126,7 +126,7 @@ count_resistant <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -139,7 +139,7 @@ count_susceptible <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -152,7 +152,7 @@ count_S <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -165,7 +165,7 @@ count_SI <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -178,7 +178,7 @@ count_I <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -191,7 +191,7 @@ count_IR <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -204,7 +204,7 @@ count_R <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -217,7 +217,7 @@ count_all <- function(..., only_all_tested = FALSE) {
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -240,6 +240,6 @@ count_df <- function(data,
       combine_SI = combine_SI,
       confidence_level = 0.95 # doesn't matter, will be removed
     ),
-    error = function(e) stop_(gsub("in sir_calc_df(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc_df(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }

R/custom_eucast_rules.R

@@ -33,7 +33,6 @@
 #' @param ... Rules in [formula][base::tilde] notation, see below for instructions, and in *Examples*.
 #' @details
 #' Some organisations have their own adoption of EUCAST rules. This function can be used to define custom EUCAST rules to be used in the [eucast_rules()] function.
-#' @section How it works:
 #'
 #' ### Basics
 #'
@@ -69,7 +68,11 @@
 #' #> 1      Escherichia coli   R    S     S
 #' #> 2 Klebsiella pneumoniae   R    S     S
 #'
-#' eucast_rules(df, rules = "custom", custom_rules = x, info = FALSE, overwrite = TRUE)
+#' eucast_rules(df,
+#'              rules = "custom",
+#'              custom_rules = x,
+#'              info = FALSE,
+#'              overwrite = TRUE)
 #' #>                      mo TZP ampi cipro
 #' #> 1      Escherichia coli   R    R     S
 #' #> 2 Klebsiella pneumoniae   R    R     S
@@ -80,15 +83,25 @@
 #' There is one exception in columns used for the rules: all column names of the [microorganisms] data set can also be used, but do not have to exist in the data set. These column names are: `r vector_and(colnames(microorganisms), sort = FALSE)`. Thus, this next example will work as well, despite the fact that the `df` data set does not contain a column `genus`:
 #'
 #' ```r
-#' y <- custom_eucast_rules(TZP == "S" & genus == "Klebsiella" ~ aminopenicillins == "S",
-#'                          TZP == "R" & genus == "Klebsiella" ~ aminopenicillins == "R")
+#' y <- custom_eucast_rules(
+#'   TZP == "S" & genus == "Klebsiella" ~ aminopenicillins == "S",
+#'   TZP == "R" & genus == "Klebsiella" ~ aminopenicillins == "R"
+#' )
 #'
-#' eucast_rules(df, rules = "custom", custom_rules = y, info = FALSE, overwrite = TRUE)
+#' eucast_rules(df,
+#'              rules = "custom",
+#'              custom_rules = y,
+#'              info = FALSE,
+#'              overwrite = TRUE)
 #' #>                      mo TZP ampi cipro
 #' #> 1      Escherichia coli   R    S     S
 #' #> 2 Klebsiella pneumoniae   R    R     S
 #' ```
 #'
+#' ### Sharing rules among multiple users
+#'
+#' The rules set (the `y` object in this case) could be exported to a shared file location using [saveRDS()] if you collaborate with multiple users. The custom rules set could then be imported using [readRDS()].
+#'
 #' ### Usage of multiple antimicrobials and antimicrobial group names
 #'
 #' You can define antimicrobial groups instead of single antimicrobials for the rule consequence, which is the part *after* the tilde (~). In the examples above, the antimicrobial group `aminopenicillins` includes both ampicillin and amoxicillin.
@@ -278,35 +291,3 @@ print.custom_eucast_rules <- function(x, ...) {
     cat("\n  ", rule_if, "\n", rule_then, "\n", sep = "")
   }
 }
-
-format_custom_query_rule <- function(query, colours = has_colour()) {
-  # font_black() is a bit expensive so do it once:
-  txt <- font_black("{text}")
-  query <- gsub(" & ", sub("{text}", font_bold(" and "), txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" | ", sub("{text}", " or ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" + ", sub("{text}", " plus ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" - ", sub("{text}", " minus ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" / ", sub("{text}", " divided by ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" * ", sub("{text}", " times ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" == ", sub("{text}", " is ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" > ", sub("{text}", " is higher than ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" < ", sub("{text}", " is lower than ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" >= ", sub("{text}", " is higher than or equal to ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" <= ", sub("{text}", " is lower than or equal to ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" ^ ", sub("{text}", " to the power of ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" %in% ", sub("{text}", " is one of ", txt, fixed = TRUE), query, fixed = TRUE)
-  query <- gsub(" %like% ", sub("{text}", " resembles ", txt, fixed = TRUE), query, fixed = TRUE)
-  if (colours == TRUE) {
-    query <- gsub('"R"', font_rose_bg(" R "), query, fixed = TRUE)
-    query <- gsub('"S"', font_green_bg(" S "), query, fixed = TRUE)
-    query <- gsub('"I"', font_orange_bg(" I "), query, fixed = TRUE)
-  }
-  # replace the black colour 'stops' with blue colour 'starts'
-  query <- gsub("\033[39m", "\033[34m", as.character(query), fixed = TRUE)
-  # start with blue
-  query <- paste0("\033[34m", query)
-  if (colours == FALSE) {
-    query <- font_stripstyle(query)
-  }
-  query
-}

R/custom_mdro_guideline.R

@@ -0,0 +1,313 @@
+# ==================================================================== #
+# TITLE:                                                               #
+# AMR: An R Package for Working with Antimicrobial Resistance Data     #
+#                                                                      #
+# SOURCE CODE:                                                         #
+# https://github.com/msberends/AMR                                     #
+#                                                                      #
+# PLEASE CITE THIS SOFTWARE AS:                                        #
+# Berends MS, Luz CF, Friedrich AW, et al. (2022).                     #
+# AMR: An R Package for Working with Antimicrobial Resistance Data.    #
+# Journal of Statistical Software, 104(3), 1-31.                       #
+# https://doi.org/10.18637/jss.v104.i03                                #
+#                                                                      #
+# Developed at the University of Groningen and the University Medical  #
+# Center Groningen in The Netherlands, in collaboration with many      #
+# colleagues from around the world, see our website.                   #
+#                                                                      #
+# This R package is free software; you can freely use and distribute   #
+# it for both personal and commercial purposes under the terms of the  #
+# GNU General Public License version 2.0 (GNU GPL-2), as published by  #
+# the Free Software Foundation.                                        #
+# We created this package for both routine data analysis and academic  #
+# research and it was publicly released in the hope that it will be    #
+# useful, but it comes WITHOUT ANY WARRANTY OR LIABILITY.              #
+#                                                                      #
+# Visit our website for the full manual and a complete tutorial about  #
+# how to conduct AMR data analysis: https://amr-for-r.org              #
+# ==================================================================== #
+
+#' Define Custom MDRO Guideline
+#'
+#' Define custom a MDRO guideline for your organisation or specific analysis and use the output of this function in [mdro()].
+#' @param ... Guideline rules in [formula][base::tilde] notation, see below for instructions, and in *Examples*.
+#' @param as_factor A [logical] to indicate whether the returned value should be an ordered [factor] (`TRUE`, default), or otherwise a [character] vector. For combining rules sets (using [c()]) this value will be inherited from the first set at default.
+#' @details
+#' Using a custom MDRO guideline is of importance if you have custom rules to determine MDROs in your hospital, e.g., rules that are dependent on ward, state of contact isolation or other variables in your data.
+#'
+#' ### Basics
+#'
+#' If you are familiar with the [`case_when()`][dplyr::case_when()] function of the `dplyr` package, you will recognise the input method to set your own rules. Rules must be set using what \R considers to be the 'formula notation'. The rule itself is written *before* the tilde (`~`) and the consequence of the rule is written *after* the tilde:
+#'
+#' ```r
+#' custom <- custom_mdro_guideline(CIP == "R" & age > 60 ~ "Elderly Type A",
+#'                                 ERY == "R" & age > 60 ~ "Elderly Type B")
+#' ```
+#'
+#' If a row/an isolate matches the first rule, the value after the first `~` (in this case *'Elderly Type A'*) will be set as MDRO value. Otherwise, the second rule will be tried and so on. The number of rules is unlimited.
+#'
+#' You can print the rules set in the console for an overview. Colours will help reading it if your console supports colours.
+#'
+#' ```r
+#' custom
+#' #> A set of custom MDRO rules:
+#' #>   1. If CIP is R and age is higher than 60 then: Elderly Type A
+#' #>   2. If ERY is R and age is higher than 60 then: Elderly Type B
+#' #>   3. Otherwise: Negative
+#'
+#' #> Unmatched rows will return NA.
+#' #> Results will be of class 'factor', with ordered levels: Negative < Elderly Type A < Elderly Type B
+#' ```
+#'
+#' The outcome of the function can be used for the `guideline` argument in the [mdro()] function:
+#'
+#' ```r
+#' x <- mdro(example_isolates, guideline = custom)
+#' #> Determining MDROs based on custom rules, resulting in factor levels: Negative < Elderly Type A < Elderly Type B.
+#' #> - Custom MDRO rule 1: CIP == "R" & age > 60 (198 rows matched)
+#' #> - Custom MDRO rule 2: ERY == "R" & age > 60 (732 rows matched)
+#' #> => Found 930 custom defined MDROs out of 2000 isolates (46.5%)
+#'
+#' table(x)
+#' #> x
+#' #>       Negative  Elderly Type A  Elderly Type B
+#' #>           1070             198             732
+#' ```
+#'
+#' Rules can also be combined with other custom rules by using [c()]:
+#'
+#' ```r
+#' x <- mdro(example_isolates,
+#'           guideline = c(custom,
+#'                         custom_mdro_guideline(ERY == "R" & age > 50 ~ "Elderly Type C")))
+#' #> Determining MDROs based on custom rules, resulting in factor levels: Negative < Elderly Type A < Elderly Type B < Elderly Type C.
+#' #> - Custom MDRO rule 1: CIP == "R" & age > 60 (198 rows matched)
+#' #> - Custom MDRO rule 2: ERY == "R" & age > 60 (732 rows matched)
+#' #> - Custom MDRO rule 3: ERY == "R" & age > 50 (109 rows matched)
+#' #> => Found 1039 custom defined MDROs out of 2000 isolates (52.0%)
+#'
+#' table(x)
+#' #> x
+#' #>       Negative  Elderly Type A  Elderly Type B  Elderly Type C
+#' #>            961             198             732             109
+#' ```
+#'
+#' ### Sharing rules among multiple users
+#'
+#' The rules set (the `custom` object in this case) could be exported to a shared file location using [saveRDS()] if you collaborate with multiple users. The custom rules set could then be imported using [readRDS()].
+#'
+#' ### Usage of multiple antimicrobials and antimicrobial group names
+#'
+#' You can define antimicrobial groups instead of single antimicrobials for the rule itself, which is the part *before* the tilde (~). Use [any()] or [all()] to specify the scope of the antimicrobial group:
+#'
+#' ```r
+#' custom_mdro_guideline(
+#'   AMX == "R"                       ~ "My MDRO #1",
+#'   any(cephalosporins_2nd() == "R") ~ "My MDRO #2",
+#'   all(glycopeptides() == "R")      ~ "My MDRO #3"
+#' )
+#' ```
+#'
+#' All `r length(DEFINED_AB_GROUPS)` antimicrobial selectors are supported for use in the rules:
+#'
+#' `r paste0(" * ", na.omit(sapply(DEFINED_AB_GROUPS, function(ab) ifelse(tolower(gsub("^AB_", "", ab)) %in% ls(envir = asNamespace("AMR")), paste0("[", tolower(gsub("^AB_", "", ab)), "()] can select: \\cr ", vector_and(ab_name(eval(parse(text = ab), envir = asNamespace("AMR")), language = NULL, tolower = TRUE), quotes = FALSE, sort = TRUE)), character(0)), USE.NAMES = FALSE)), "\n", collapse = "")`
+#' @returns A [list] containing the custom rules
+#' @rdname custom_mdro_guideline
+#' @export
+#' @examples
+#' x <- custom_mdro_guideline(
+#'   CIP == "R" & age > 60 ~ "Elderly Type A",
+#'   ERY == "R" & age > 60 ~ "Elderly Type B"
+#' )
+#' x
+#'
+#' # run the custom rule set (verbose = TRUE will return a logbook instead of the data set):
+#' out <- mdro(example_isolates, guideline = x)
+#' table(out)
+#'
+#' out <- mdro(example_isolates, guideline = x, verbose = TRUE)
+#' head(out)
+#'
+#' # you can create custom guidelines using selectors (see ?antimicrobial_selectors)
+#' my_guideline <- custom_mdro_guideline(
+#'   AMX == "R" ~ "Custom MDRO 1",
+#'   all(cephalosporins_2nd() == "R") ~ "Custom MDRO 2"
+#' )
+#' my_guideline
+#'
+#' out <- mdro(example_isolates, guideline = my_guideline)
+#' table(out)
+custom_mdro_guideline <- function(..., as_factor = TRUE) {
+  meet_criteria(as_factor, allow_class = "logical", has_length = 1)
+
+  dots <- tryCatch(list(...),
+    error = function(e) "error"
+  )
+  stop_if(
+    identical(dots, "error"),
+    "rules must be a valid formula inputs (e.g., using '~'), see `?mdro`"
+  )
+  n_dots <- length(dots)
+  stop_if(n_dots == 0, "no custom rules were set. Please read the documentation using `?mdro`.")
+  out <- vector("list", n_dots)
+  for (i in seq_len(n_dots)) {
+    stop_ifnot(
+      inherits(dots[[i]], "formula"),
+      "rule ", i, " must be a valid formula input (e.g., using '~'), see `?mdro`"
+    )
+
+    # Query
+    qry <- dots[[i]][[2]]
+    if (inherits(qry, "call")) {
+      qry <- as.expression(qry)
+    }
+    qry <- as.character(qry)
+    # these will prevent vectorisation, so replace them:
+    qry <- gsub("&&", "&", qry, fixed = TRUE)
+    qry <- gsub("||", "|", qry, fixed = TRUE)
+    # support filter()-like writing: custom_mdro_guideline('CIP == "R", AMX == "S"' ~ "result 1")
+    qry <- gsub(" *, *", " & ", qry)
+    # format nicely, setting spaces around operators
+    qry <- gsub(" *([&|+-/*^><==]+) *", " \\1 ", qry)
+    qry <- gsub("'", "\"", qry, fixed = TRUE)
+    qry <- as.expression(qry)
+    out[[i]]$query <- qry
+
+    # Value
+    val <- tryCatch(eval(dots[[i]][[3]]), error = function(e) NULL)
+    stop_if(is.null(val), "rule ", i, " must return a valid value, it now returns an error: ", tryCatch(eval(dots[[i]][[3]]), error = function(e) conditionMessage(e)))
+    stop_if(length(val) > 1, "rule ", i, " must return a value of length 1, not ", length(val))
+    out[[i]]$value <- as.character(val)
+  }
+
+  names(out) <- paste0("rule", seq_len(n_dots))
+  out <- set_clean_class(out, new_class = c("custom_mdro_guideline", "list"))
+  attr(out, "values") <- unname(c("Negative", vapply(FUN.VALUE = character(1), unclass(out), function(x) x$value)))
+  attr(out, "as_factor") <- as_factor
+  out
+}
+
+#' @method c custom_mdro_guideline
+#' @param x Existing custom MDRO rules
+#' @rdname custom_mdro_guideline
+#' @export
+c.custom_mdro_guideline <- function(x, ..., as_factor = NULL) {
+  if (length(list(...)) == 0) {
+    return(x)
+  }
+  if (!is.null(as_factor)) {
+    meet_criteria(as_factor, allow_class = "logical", has_length = 1)
+  } else {
+    as_factor <- attributes(x)$as_factor
+  }
+  for (g in list(...)) {
+    stop_ifnot(inherits(g, "custom_mdro_guideline"),
+      "for combining custom MDRO guidelines, all rules must be created with `custom_mdro_guideline()`",
+      call = FALSE
+    )
+    vals <- attributes(x)$values
+    if (!all(attributes(g)$values %in% vals)) {
+      vals <- unname(unique(c(vals, attributes(g)$values)))
+    }
+    attributes(g) <- NULL
+    x <- c(unclass(x), unclass(g))
+    attr(x, "values") <- vals
+  }
+  names(x) <- paste0("rule", seq_len(length(x)))
+  x <- set_clean_class(x, new_class = c("custom_mdro_guideline", "list"))
+  attr(x, "values") <- vals
+  attr(x, "as_factor") <- as_factor
+  x
+}
+
+#' @method as.list custom_mdro_guideline
+#' @noRd
+#' @export
+as.list.custom_mdro_guideline <- function(x, ...) {
+  c(x, ...)
+}
+
+#' @method print custom_mdro_guideline
+#' @noRd
+#' @export
+print.custom_mdro_guideline <- function(x, ...) {
+  cat("A set of custom MDRO rules:\n")
+  for (i in seq_len(length(x))) {
+    rule <- x[[i]]
+    rule$query <- format_custom_query_rule(rule$query)
+    cat("  ", i, ". ", font_bold("If "), font_blue(rule$query), font_bold(" then: "), font_red(rule$value), "\n", sep = "")
+  }
+  cat("  ", i + 1, ". ", font_bold("Otherwise: "), font_red(paste0("Negative")), "\n", sep = "")
+  cat("\nUnmatched rows will return ", font_red("NA"), ".\n", sep = "")
+  if (isTRUE(attributes(x)$as_factor)) {
+    cat("Results will be of class 'factor', with ordered levels: ", paste0(attributes(x)$values, collapse = " < "), "\n", sep = "")
+  } else {
+    cat("Results will be of class 'character'.\n")
+  }
+}
+
+run_custom_mdro_guideline <- function(df, guideline, info) {
+  n_dots <- length(guideline)
+  stop_if(n_dots == 0, "no custom guidelines set", call = -2)
+  out <- character(length = NROW(df))
+  reasons <- character(length = NROW(df))
+  for (i in seq_len(n_dots)) {
+    qry <- tryCatch(eval(parse(text = guideline[[i]]$query), envir = df, enclos = parent.frame()),
+      error = function(e) {
+        AMR_env$err_msg <- conditionMessage(e)
+        return("error")
+      }
+    )
+    if (identical(qry, "error")) {
+      warning_("in `custom_mdro_guideline()`: rule ", i,
+        " (`", as.character(guideline[[i]]$query), "`) was ignored because of this error message: ",
+        AMR_env$err_msg,
+        call = FALSE,
+        add_fn = font_red
+      )
+      next
+    }
+    stop_ifnot(is.logical(qry), "in custom_mdro_guideline(): rule ", i, " (`", guideline[[i]]$query,
+      "`) must return `TRUE` or `FALSE`, not ",
+      format_class(class(qry), plural = FALSE),
+      call = FALSE
+    )
+
+    new_mdros <- which(qry == TRUE & out == "")
+
+    if (isTRUE(info)) {
+      cat(word_wrap(
+        "- Custom MDRO rule ", i, ": `", as.character(guideline[[i]]$query),
+        "` (", length(new_mdros), " rows matched)"
+      ), "\n", sep = "")
+    }
+    val <- guideline[[i]]$value
+    out[new_mdros] <- val
+    reasons[new_mdros] <- paste0(
+      "matched rule ",
+      gsub("rule", "", names(guideline)[i], fixed = TRUE), ": ", as.character(guideline[[i]]$query)
+    )
+  }
+  out[out == ""] <- "Negative"
+  reasons[out == "Negative"] <- "no rules matched"
+
+  if (isTRUE(attributes(guideline)$as_factor)) {
+    out <- factor(out, levels = attributes(guideline)$values, ordered = TRUE)
+  }
+
+  all_nonsusceptible_columns <- as.data.frame(t(df[, is.sir(df), drop = FALSE] == "R"))
+  all_nonsusceptible_columns <- vapply(
+    FUN.VALUE = character(1),
+    all_nonsusceptible_columns,
+    function(x) paste0(rownames(all_nonsusceptible_columns)[which(x)], collapse = ", ")
+  )
+  all_nonsusceptible_columns[is.na(out)] <- NA_character_
+
+  data.frame(
+    row_number = seq_len(NROW(df)),
+    MDRO = out,
+    reason = reasons,
+    all_nonsusceptible_columns = all_nonsusceptible_columns,
+    stringsAsFactors = FALSE
+  )
+}

R/data.R

@@ -29,28 +29,37 @@
 
 #' Data Sets with `r format(nrow(antimicrobials) + nrow(antivirals), big.mark = " ")` Antimicrobial Drugs
 #'
+#' @description
 #' Two data sets containing all antimicrobials and antivirals. Use [as.ab()] or one of the [`ab_*`][ab_property()] functions to retrieve values from the [antimicrobials] data set. Three identifiers are included in this data set: an antimicrobial ID (`ab`, primarily used in this package) as defined by WHONET/EARS-Net, an ATC code (`atc`) as defined by the WHO, and a Compound ID (`cid`) as found in PubChem. Other properties in this data set are derived from one or more of these codes. Note that some drugs have multiple ATC codes.
+#'
+#' **The `antibiotics` data set has been renamed to `antimicrobials`. The old name will be removed in a future version.**
 #' @format
 #' ### For the [antimicrobials] data set: a [tibble][tibble::tibble] with `r nrow(antimicrobials)` observations and `r ncol(antimicrobials)` variables:
 #' - `ab`\cr antimicrobial ID as used in this package (such as `AMC`), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available. ***This is a unique identifier.***
 #' - `cid`\cr Compound ID as found in PubChem. ***This is a unique identifier.***
 #' - `name`\cr Official name as used by WHONET/EARS-Net or the WHO. ***This is a unique identifier.***
 #' - `group`\cr A short and concise group name, based on WHONET and WHOCC definitions
-#' - `atc`\cr ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC, like `J01CR02`
+#' - `atc`\cr ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC, like `J01CR02` (last updated `r documentation_date(TAXONOMY_VERSION$ATC_DDD$accessed_date)`):
 #' - `atc_group1`\cr Official pharmacological subgroup (3rd level ATC code) as defined by the WHOCC, like `"Macrolides, lincosamides and streptogramins"`
 #' - `atc_group2`\cr Official chemical subgroup (4th level ATC code) as defined by the WHOCC, like `"Macrolides"`
 #' - `abbr`\cr List of abbreviations as used in many countries, also for antimicrobial susceptibility testing (AST)
 #' - `synonyms`\cr Synonyms (often trade names) of a drug, as found in PubChem based on their compound ID
+#'
+#' ATC properties (last updated `r documentation_date(TAXONOMY_VERSION$ATC_DDD$accessed_date)`):
+#'
 #' - `oral_ddd`\cr Defined Daily Dose (DDD), oral treatment, currently available for `r sum(!is.na(AMR::antimicrobials$oral_ddd))` drugs
 #' - `oral_units`\cr Units of `oral_ddd`
 #' - `iv_ddd`\cr Defined Daily Dose (DDD), parenteral (intravenous) treatment, currently available for `r sum(!is.na(AMR::antimicrobials$iv_ddd))` drugs
 #' - `iv_units`\cr Units of `iv_ddd`
+#'
+#' LOINC:
+#'
 #' - `loinc`\cr All codes associated with the name of the antimicrobial drug from `r TAXONOMY_VERSION$LOINC$citation` Use [ab_loinc()] to retrieve them quickly, see [ab_property()].
 #'
 #' ### For the [antivirals] data set: a [tibble][tibble::tibble] with `r nrow(antivirals)` observations and `r ncol(antivirals)` variables:
 #' - `av`\cr Antiviral ID as used in this package (such as `ACI`), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available. ***This is a unique identifier.*** Combinations are codes that contain a `+` to indicate this, such as `ATA+COBI` for atazanavir/cobicistat.
 #' - `name`\cr Official name as used by WHONET/EARS-Net or the WHO. ***This is a unique identifier.***
-#' - `atc`\cr ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC
+#' - `atc`\cr ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC, see *Details*
 #' - `cid`\cr Compound ID as found in PubChem. ***This is a unique identifier.***
 #' - `atc_group`\cr Official pharmacological subgroup (3rd level ATC code) as defined by the WHOCC
 #' - `synonyms`\cr Synonyms (often trade names) of a drug, as found in PubChem based on their compound ID
@@ -59,13 +68,18 @@
 #' - `iv_ddd`\cr Defined Daily Dose (DDD), parenteral treatment
 #' - `iv_units`\cr Units of `iv_ddd`
 #' - `loinc`\cr All codes associated with the name of the antiviral drug from `r TAXONOMY_VERSION$LOINC$citation` Use [av_loinc()] to retrieve them quickly, see [av_property()].
-#' @details Properties that are based on an ATC code are only available when an ATC is available. These properties are: `atc_group1`, `atc_group2`, `oral_ddd`, `oral_units`, `iv_ddd` and `iv_units`.
+#' @details Properties that are based on an ATC code are only available when an ATC is available. These properties are: `atc_group1`, `atc_group2`, `oral_ddd`, `oral_units`, `iv_ddd` and `iv_units`. Do note that ATC codes are not unique. For example, J01CR02 is officially the ATC code for "amoxicillin and beta-lactamase inhibitor". Consequently, these two items from the [antimicrobials] data set both return `"J01CR02"`:
 #'
-#' Synonyms (i.e. trade names) were derived from the PubChem Compound ID (column `cid`) and consequently only available where a CID is available.
+#' ```r
+#' ab_atc("amoxicillin/clavulanic acid")
+#' ab_atc("amoxicillin/sulbactam")
+#' ```
+#'
+#' Synonyms (i.e. trade names) were derived from the PubChem Compound ID (column `cid`) and are consequently only available where a CID is available.
 #' @inheritSection AMR Download Our Reference Data
 #' @source
 #'
-#' * World Health Organization (WHO) Collaborating Centre for Drug Statistics Methodology (WHOCC): <https://atcddd.fhi.no/atc_ddd_index/>
+#' * `r TAXONOMY_VERSION$ATC_DDD$citation` Accessed from <`r TAXONOMY_VERSION$ATC_DDD$url`> on `r documentation_date(TAXONOMY_VERSION$ATC_DDD$accessed_date)`.
 #'
 #' * `r TAXONOMY_VERSION$LOINC$citation` Accessed from <`r TAXONOMY_VERSION$LOINC$url`> on `r documentation_date(TAXONOMY_VERSION$LOINC$accessed_date)`.
 #'
@@ -77,6 +91,9 @@
 #' antivirals
 "antimicrobials"
 
+#' @rdname antimicrobials
+"antibiotics"
+
 #' @rdname antimicrobials
 "antivirals"
 
@@ -344,3 +361,15 @@
 #' @examples
 #' dosage
 "dosage"
+
+#' Data Set with `r format(nrow(esbl_isolates), big.mark = " ")` ESBL Isolates
+#'
+#' A data set containing `r format(nrow(esbl_isolates), big.mark = " ")` microbial isolates with MIC values of common antibiotics and a binary `esbl` column for extended-spectrum beta-lactamase (ESBL) production. This data set contains randomised fictitious data but reflects reality and can be used to practise AMR-related machine learning, e.g., classification modelling with [tidymodels](https://amr-for-r.org/articles/AMR_with_tidymodels.html).
+#' @format A [tibble][tibble::tibble] with `r format(nrow(esbl_isolates), big.mark = " ")` observations and `r ncol(esbl_isolates)` variables:
+#' - `esbl`\cr Logical indicator if the isolate is ESBL-producing
+#' - `genus`\cr Genus of the microorganism
+#' - `AMC:COL`\cr MIC values for 17 antimicrobial agents, transformed to class [`mic`] (see [as.mic()])
+#' @details See our [tidymodels integration][amr-tidymodels] for an example using this data set.
+#' @examples
+#' esbl_isolates
+"esbl_isolates"

R/disk.R

@@ -158,7 +158,8 @@ is.disk <- function(x) {
   inherits(x, "disk")
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, disk)
 pillar_shaft.disk <- function(x, ...) {
   out <- trimws(format(x))
   out[is.na(x)] <- font_na(NA)
@@ -232,7 +233,8 @@ rep.disk <- function(x, ...) {
   y
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, disk)
 get_skimmers.disk <- function(column) {
   skimr::sfl(
     skim_type = "disk",

R/eucast_rules.R

@@ -67,12 +67,12 @@ format_eucast_version_nr <- function(version, markdown = TRUE) {
 #' @param version_expected_phenotypes The version number to use for the EUCAST Expected Phenotypes. Can be `r vector_or(names(EUCAST_VERSION_EXPECTED_PHENOTYPES), reverse = TRUE)`.
 #' @param version_expertrules The version number to use for the EUCAST Expert Rules and Intrinsic Resistance guideline. Can be `r vector_or(names(EUCAST_VERSION_EXPERT_RULES), reverse = TRUE)`.
 #' @param ampc_cephalosporin_resistance (only applies when `rules` contains `"expert"` or `"all"`) a [character] value that should be applied to cefotaxime, ceftriaxone and ceftazidime for AmpC de-repressed cephalosporin-resistant mutants - the default is `NA`. Currently only works when `version_expertrules` is `3.2` and higher; these versions of '*EUCAST Expert Rules on Enterobacterales*' state that results of cefotaxime, ceftriaxone and ceftazidime should be reported with a note, or results should be suppressed (emptied) for these three drugs. A value of `NA` (the default) for this argument will remove results for these three drugs, while e.g. a value of `"R"` will make the results for these drugs resistant. Use `NULL` or `FALSE` to not alter results for these three drugs of AmpC de-repressed cephalosporin-resistant mutants. Using `TRUE` is equal to using `"R"`. \cr For *EUCAST Expert Rules* v3.2, this rule applies to: `r vector_and(gsub("[^a-zA-Z ]+", "", unlist(strsplit(EUCAST_RULES_DF[which(EUCAST_RULES_DF$reference.version %in% c(3.2, 3.3) & EUCAST_RULES_DF$reference.rule %like% "ampc"), "this_value"][1], "|", fixed = TRUE))), quotes = "*")`.
-#' @param ... Column name of an antimicrobial, see section *Antimicrobials* below.
+#' @param ... Column names of antimicrobials. To automatically detect antimicrobial column names, do not provide any named arguments; [guess_ab_col()] will then be used for detection. To manually specify a column, provide its name (case-insensitive) as an argument, e.g. `AMX = "amoxicillin"`. To skip a specific antimicrobial, set it to `NULL`, e.g. `TIC = NULL` to exclude ticarcillin. If a manually defined column does not exist in the data, it will be skipped with a warning.
 #' @param ab Any (vector of) text that can be coerced to a valid antimicrobial drug code with [as.ab()].
 #' @param administration Route of administration, either `r vector_or(dosage$administration)`.
-#' @param only_sir_columns A [logical] to indicate whether only antimicrobial columns must be detected that were transformed to class `sir` (see [as.sir()]) on beforehand (default is `FALSE`).
+#' @param only_sir_columns A [logical] to indicate whether only antimicrobial columns must be included that were transformed to class [sir][as.sir()] on beforehand. Defaults to `FALSE` if no columns of `x` have a class [sir][as.sir()].
 #' @param custom_rules Custom rules to apply, created with [custom_eucast_rules()].
-#' @param overwrite A [logical] indicating whether to overwrite non-`NA` values (default: `FALSE`). When `FALSE`, only non-SIR values are modified (i.e., any value that is not already S, I or R). To ensure compliance with EUCAST guidelines, **this should remain** `FALSE`, as EUCAST notes often state that an organism "should be tested for susceptibility to individual agents or be reported resistant".
+#' @param overwrite A [logical] indicating whether to overwrite existing SIR values (default: `FALSE`). When `FALSE`, only non-SIR values are modified (i.e., any value that is not already S, I or R). To ensure compliance with EUCAST guidelines, **this should remain** `FALSE`, as EUCAST notes often state that an organism "should be tested for susceptibility to individual agents or be reported resistant".
 #' @inheritParams first_isolate
 #' @details
 #' **Note:** This function does not translate MIC values to SIR values. Use [as.sir()] for that. \cr
@@ -101,12 +101,6 @@ format_eucast_version_nr <- function(version, markdown = TRUE) {
 #' Important examples include amoxicillin and amoxicillin/clavulanic acid, and trimethoprim and trimethoprim/sulfamethoxazole. Needless to say, for these rules to work, both drugs must be available in the data set.
 #'
 #' Since these rules are not officially approved by EUCAST, they are not applied at default. To use these rules, include `"other"` to the `rules` argument, or use `eucast_rules(..., rules = "all")`. You can also set the package option [`AMR_eucastrules`][AMR-options], i.e. run `options(AMR_eucastrules = "all")`.
-#' @section Antimicrobials:
-#' To define antimicrobials column names, leave as it is to determine it automatically with [guess_ab_col()] or input a text (case-insensitive), or use `NULL` to skip a column (e.g. `TIC = NULL` to skip ticarcillin). Manually defined but non-existing columns will be skipped with a warning.
-#'
-#' The following antimicrobials are eligible for the functions [eucast_rules()] and [mdro()]. These are shown below in the format 'name (`antimicrobial ID`, [ATC code](https://atcddd.fhi.no/atc/structure_and_principles/))', sorted alphabetically:
-#'
-#' `r create_eucast_ab_documentation()`
 #' @aliases EUCAST
 #' @rdname eucast_rules
 #' @export
@@ -171,7 +165,7 @@ eucast_rules <- function(x,
                          version_expected_phenotypes = 1.2,
                          version_expertrules = 3.3,
                          ampc_cephalosporin_resistance = NA,
-                         only_sir_columns = FALSE,
+                         only_sir_columns = any(is.sir(x)),
                          custom_rules = NULL,
                          overwrite = FALSE,
                          ...) {
@@ -448,7 +442,7 @@ eucast_rules <- function(x,
     # big speed gain! only analyse unique rows:
     pm_distinct(`.rowid`, .keep_all = TRUE) %pm>%
     as.data.frame(stringsAsFactors = FALSE)
-  x[, col_mo] <- as.mo(as.character(x[, col_mo, drop = TRUE]), info = info)
+  x[, col_mo] <- as.mo(as.character(x[, col_mo, drop = TRUE]), info = FALSE)
   # rename col_mo to prevent interference with joined columns
   colnames(x)[colnames(x) == col_mo] <- ".col_mo"
   col_mo <- ".col_mo"
@@ -456,13 +450,20 @@ eucast_rules <- function(x,
   x <- left_join_microorganisms(x, by = col_mo, suffix = c("_oldcols", ""))
   x$gramstain <- mo_gramstain(x[, col_mo, drop = TRUE], language = NULL, info = FALSE)
   x$genus_species <- trimws(paste(x$genus, x$species))
-  if (isTRUE(info) && NROW(x) > 10000) {
-    message_(" OK.", add_fn = list(font_green, font_bold), as_note = FALSE)
+  if (isTRUE(info) && NROW(x.bak) > 10000) {
+    message_("OK.", add_fn = list(font_green, font_bold), as_note = FALSE)
   }
 
   n_added <- 0
   n_changed <- 0
 
+  rule_current <- ""
+  rule_group_current <- ""
+  rule_group_previous <- ""
+  rule_next <- ""
+  rule_previous <- ""
+  rule_text <- ""
+
   # >>> Apply Other rules: enzyme inhibitors <<< ------------------------------------------
   if (any(c("all", "other") %in% rules)) {
     if (isTRUE(info)) {
@@ -623,31 +624,16 @@ eucast_rules <- function(x,
     eucast_rules_df <- eucast_rules_df %pm>%
       rbind_AMR(eucast_rules_df_total %pm>%
         subset(reference.rule_group %like% "breakpoint" & reference.version == version_breakpoints))
-    # eucast_rules_df <- subset(
-    #   eucast_rules_df,
-    #   reference.rule_group %unlike% "breakpoint" |
-    #     (reference.rule_group %like% "breakpoint" & reference.version == version_breakpoints)
-    # )
   }
   if (any(c("all", "expected_phenotypes") %in% rules)) {
     eucast_rules_df <- eucast_rules_df %pm>%
       rbind_AMR(eucast_rules_df_total %pm>%
         subset(reference.rule_group %like% "expected" & reference.version == version_expected_phenotypes))
-    # eucast_rules_df <- subset(
-    #   eucast_rules_df,
-    #   reference.rule_group %unlike% "expected" |
-    #     (reference.rule_group %like% "expected" & reference.version == version_expected_phenotypes)
-    # )
   }
   if (any(c("all", "expert") %in% rules)) {
     eucast_rules_df <- eucast_rules_df %pm>%
       rbind_AMR(eucast_rules_df_total %pm>%
         subset(reference.rule_group %like% "expert" & reference.version == version_expertrules))
-    # eucast_rules_df <- subset(
-    #   eucast_rules_df,
-    #   reference.rule_group %unlike% "expert" |
-    #     (reference.rule_group %like% "expert" & reference.version == version_expertrules)
-    # )
   }
   ## filter out AmpC de-repressed cephalosporin-resistant mutants ----
   # no need to filter on version number here - the rules contain these version number, so are inherently filtered
@@ -670,6 +656,9 @@ eucast_rules <- function(x,
   # we only hints on remaining rows in `eucast_rules_df`
   screening_abx <- as.character(AMR::antimicrobials$ab[which(AMR::antimicrobials$ab %like% "-S$")])
   screening_abx <- screening_abx[screening_abx %in% unique(unlist(strsplit(EUCAST_RULES_DF$and_these_antibiotics[!is.na(EUCAST_RULES_DF$and_these_antibiotics)], ", *")))]
+  if (isTRUE(info)) {
+    cat("\n")
+  }
   for (ab_s in screening_abx) {
     ab <- gsub("-S$", "", ab_s)
     if (ab %in% names(cols_ab) && !ab_s %in% names(cols_ab)) {
@@ -900,7 +889,9 @@ eucast_rules <- function(x,
     }
     for (i in seq_len(length(custom_rules))) {
       rule <- custom_rules[[i]]
-      rows <- which(eval(parse(text = rule$query), envir = x))
+      rows <- tryCatch(which(eval(parse(text = rule$query), envir = x)),
+        error = function(e) stop_(paste0(conditionMessage(e), font_red(" (check available data and compare with the custom rules set)")), call = FALSE)
+      )
       cols <- as.character(rule$result_group)
       cols <- c(
         cols[cols %in% colnames(x)], # direct column names
@@ -914,9 +905,8 @@ eucast_rules <- function(x,
         get_antibiotic_names(cols)
       )
       if (isTRUE(info)) {
-        # print rule
         cat(italicise_taxonomy(
-          word_wrap(format_custom_query_rule(rule$query, colours = FALSE),
+          word_wrap(rule_text,
             width = getOption("width") - 30,
             extra_indent = 6
           ),
@@ -1188,7 +1178,7 @@ edit_sir <- function(x,
             ifelse(length(rows) > 10, "...", ""),
             " while writing value '", to,
             "' to column(s) `", paste(cols, collapse = "`, `"),
-            "`:\n", e$message
+            "`:\n", conditionMessage(e)
           ),
           call. = FALSE
         )

R/g.test.R

@@ -72,7 +72,7 @@
 #'
 #' If there are more than two categories and you want to find out which ones are significantly different from their null expectation, you can use the same method of testing each category vs. the sum of all categories, with the Bonferroni correction. You use *G*-tests for each category, of course.
 #' @seealso [chisq.test()]
-#' @references 1. McDonald, J.H. 2014. **Handbook of Biological Statistics (3rd ed.)**. Sparky House Publishing, Baltimore, Maryland. <http://www.biostathandbook.com/gtestgof.html>.
+#' @references 1. McDonald, J.H. 2014. **Handbook of Biological Statistics (3rd ed.)**. Sparky House Publishing, Baltimore, Maryland.
 #' @source The code for this function is identical to that of [chisq.test()], except that:
 #' - The calculation of the statistic was changed to \eqn{2 * sum(x * log(x / E))}
 #' - Yates' continuity correction was removed as it does not apply to a *G*-test

R/ggplot_sir.R

@@ -177,6 +177,7 @@ ggplot_sir <- function(data,
                        nrow = NULL,
                        colours = c(
                          S = "#3CAEA3",
+                         SDD = "#8FD6C4",
                          SI = "#3CAEA3",
                          I = "#F6D55C",
                          IR = "#ED553B",
@@ -205,7 +206,7 @@ ggplot_sir <- function(data,
   meet_criteria(minimum, allow_class = c("numeric", "integer"), has_length = 1, is_positive_or_zero = TRUE, is_finite = TRUE)
   language <- validate_language(language)
   meet_criteria(nrow, allow_class = c("numeric", "integer"), has_length = 1, allow_NULL = TRUE, is_positive = TRUE, is_finite = TRUE)
-  meet_criteria(colours, allow_class = c("character", "logical"))
+  meet_criteria(colours, allow_class = c("character", "logical"), allow_NULL = TRUE)
   meet_criteria(datalabels, allow_class = "logical", has_length = 1)
   meet_criteria(datalabels.size, allow_class = c("numeric", "integer"), has_length = 1, is_positive = TRUE, is_finite = TRUE)
   meet_criteria(datalabels.colour, allow_class = "character", has_length = 1)
@@ -245,7 +246,7 @@ ggplot_sir <- function(data,
     ) +
     theme_sir()
 
-  if (fill == "interpretation") {
+  if (fill == "interpretation" && !is.null(colours) && !isFALSE(colours)) {
     p <- suppressWarnings(p + scale_sir_colours(aesthetics = "fill", colours = colours))
   }
 

R/guess_ab_col.R

@@ -33,7 +33,7 @@
 #' @param x A [data.frame].
 #' @param search_string A text to search `x` for, will be checked with [as.ab()] if this value is not a column in `x`.
 #' @param verbose A [logical] to indicate whether additional info should be printed.
-#' @param only_sir_columns A [logical] to indicate whether only antibiotic columns must be detected that were transformed to class `sir` (see [as.sir()]) on beforehand (default is `FALSE`).
+#' @param only_sir_columns A [logical] to indicate whether only antimicrobial columns must be included that were transformed to class [sir][as.sir()] on beforehand. Defaults to `FALSE` if no columns of `x` have a class [sir][as.sir()].
 #' @details You can look for an antibiotic (trade) name or abbreviation and it will search `x` and the [antimicrobials] data set for any column containing a name or code of that antibiotic.
 #' @return A column name of `x`, or `NULL` when no result is found.
 #' @export
@@ -211,7 +211,7 @@ get_column_abx <- function(x,
     newnames <- suppressWarnings(as.ab(names(dots), info = FALSE))
     if (anyNA(newnames)) {
       if (isTRUE(info)) {
-        message_(" WARNING", add_fn = list(font_yellow, font_bold), as_note = FALSE)
+        message_(paste0(font_yellow(font_bold(" WARNING: ")), "some columns returned `NA` for `as.ab()`"), as_note = FALSE)
       }
       warning_("Invalid antibiotic reference(s): ", vector_and(names(dots)[is.na(newnames)], quotes = FALSE),
         call = FALSE,
@@ -254,7 +254,10 @@ get_column_abx <- function(x,
     out <- out[order(names(out), out)]
   }
 
+  dups <- FALSE
+
   if (return_all == FALSE) {
+    dups <- names(out)[names(out) %in% names(out)[duplicated(names(out))]]
     # only keep the first hits, no duplicates
     duplicates <- c(out[duplicated(names(out))], out[duplicated(unname(out))])
     if (length(duplicates) > 0) {
@@ -264,28 +267,29 @@ get_column_abx <- function(x,
     if (isTRUE(info)) {
       if (all_okay == TRUE) {
         message_(" OK.", add_fn = list(font_green, font_bold), as_note = FALSE)
+      } else if (!isFALSE(dups)) {
+        message_(paste0(font_yellow(font_bold(" WARNING: ")), "some results from `as.ab()` are duplicated: ", vector_and(dups, quotes = "`")), as_note = FALSE)
       } else {
         message_(" WARNING.", add_fn = list(font_yellow, font_bold), as_note = FALSE)
       }
+
       for (i in seq_len(length(out))) {
-        if (isTRUE(verbose) && !names(out[i]) %in% names(duplicates)) {
+        if (isTRUE(verbose) && !out[i] %in% duplicates) {
           message_(
             "Using column '", font_bold(out[i]), "' as input for ", names(out)[i],
             " (", ab_name(names(out)[i], tolower = TRUE, language = NULL), ")."
           )
         }
-        if (names(out[i]) %in% names(duplicates)) {
-          already_set_as <- out[unname(out) == unname(out[i])][1L]
-          if (names(out)[i] != names(already_set_as)) {
-            warning_(
+        if (out[i] %in% duplicates) {
+          already_set_as <- out[which(out == out[i])[1L]]
+          if (names(out)[i] != already_set_as) {
+            message_(
               paste0(
                 "Column '", font_bold(out[i]), "' will not be used for ",
-                names(out)[i], " (", ab_name(names(out)[i], tolower = TRUE, language = NULL), ")",
-                ", as it is already set for ",
-                names(already_set_as), " (", ab_name(names(already_set_as), tolower = TRUE, language = NULL), ")"
+                names(out)[i], " (", suppressMessages(ab_name(names(out)[i], tolower = TRUE, language = NULL, fast_mode = TRUE)), ")",
+                ", as this antimicrobial has already been set."
               ),
-              add_fn = font_red,
-              immediate = verbose
+              add_fn = font_red
             )
           }
         }

R/key_antimicrobials.R

@@ -37,7 +37,7 @@
 #' @param gram_negative Names of antibiotic drugs for **Gram-positives**, case-insensitive. Set to `NULL` to ignore. See *Details* for the default antibiotic drugs.
 #' @param gram_positive Names of antibiotic drugs for **Gram-negatives**, case-insensitive. Set to `NULL` to ignore. See *Details* for the default antibiotic drugs.
 #' @param antifungal Names of antifungal drugs for **fungi**, case-insensitive. Set to `NULL` to ignore. See *Details* for the default antifungal drugs.
-#' @param only_sir_columns A [logical] to indicate whether only columns must be included that were transformed to class `sir` (see [as.sir()]) on beforehand (default is `FALSE`).
+#' @param only_sir_columns A [logical] to indicate whether only antimicrobial columns must be included that were transformed to class [sir][as.sir()] on beforehand. Defaults to `FALSE` if no columns of `x` have a class [sir][as.sir()].
 #' @param ... Ignored, only in place to allow future extensions.
 #' @details
 #' The [key_antimicrobials()] and [all_antimicrobials()] functions are context-aware. This means that the `x` argument can be left blank if used inside a [data.frame] call, see *Examples*.
@@ -134,7 +134,7 @@ key_antimicrobials <- function(x = NULL,
                                  "anidulafungin", "caspofungin", "fluconazole",
                                  "miconazole", "nystatin", "voriconazole"
                                ),
-                               only_sir_columns = FALSE,
+                               only_sir_columns = any(is.sir(x)),
                                ...) {
   if (is_null_or_grouped_tbl(x)) {
     # when `x` is left blank, auto determine it (get_current_data() searches underlying data within call)
@@ -246,7 +246,7 @@ key_antimicrobials <- function(x = NULL,
 #' @rdname key_antimicrobials
 #' @export
 all_antimicrobials <- function(x = NULL,
-                               only_sir_columns = FALSE,
+                               only_sir_columns = any(is.sir(x)),
                                ...) {
   if (is_null_or_grouped_tbl(x)) {
     # when `x` is left blank, auto determine it (get_current_data() searches underlying data within call)

R/mdro.R

@@ -38,13 +38,10 @@
 #' @param mecC [logical] values, or a column name containing logical values, indicating the presence of a *mecC* gene (or production of its proteins).
 #' @param vanA [logical] values, or a column name containing logical values, indicating the presence of a *vanA* gene (or production of its proteins).
 #' @param vanB [logical] values, or a column name containing logical values, indicating the presence of a *vanB* gene (or production of its proteins).
-#' @param ... In case of [custom_mdro_guideline()]: a set of rules, see section *Using Custom Guidelines* below. Otherwise: column name of an antibiotic, see section *Antimicrobials* below.
-#' @param as_factor A [logical] to indicate whether the returned value should be an ordered [factor] (`TRUE`, default), or otherwise a [character] vector.
 #' @inheritParams eucast_rules
 #' @param pct_required_classes Minimal required percentage of antimicrobial classes that must be available per isolate, rounded down. For example, with the default guideline, 17 antimicrobial classes must be available for *S. aureus*. Setting this `pct_required_classes` argument to `0.5` (default) means that for every *S. aureus* isolate at least 8 different classes must be available. Any lower number of available classes will return `NA` for that isolate.
 #' @param combine_SI A [logical] to indicate whether all values of S and I must be merged into one, so resistance is only considered when isolates are R, not I. As this is the default behaviour of the [mdro()] function, it follows the redefinition by EUCAST about the interpretation of I (increased exposure) in 2019, see section 'Interpretation of S, I and R' below. When using `combine_SI = FALSE`, resistance is considered when isolates are R or I.
 #' @param verbose A [logical] to turn Verbose mode on and off (default is off). In Verbose mode, the function does not return the MDRO results, but instead returns a data set in logbook form with extensive info about which isolates would be MDRO-positive, or why they are not.
-#' @inheritSection eucast_rules Antimicrobials
 #' @details
 #' These functions are context-aware. This means that the `x` argument can be left blank if used inside a [data.frame] call, see *Examples*.
 #'
@@ -52,25 +49,29 @@
 #'
 #' **Note:** Every test that involves the Enterobacteriaceae family, will internally be performed using its newly named *order* Enterobacterales, since the Enterobacteriaceae family has been taxonomically reclassified by Adeolu *et al.* in 2016. Before that, Enterobacteriaceae was the only family under the Enterobacteriales (with an i) order. All species under the old Enterobacteriaceae family are still under the new Enterobacterales (without an i) order, but divided into multiple families. The way tests are performed now by this [mdro()] function makes sure that results from before 2016 and after 2016 are identical.
 #'
-#' @section Supported International / National Guidelines:
+#' ### Supported International / National Guidelines
+#'
+#' Please suggest to implement guidelines by [letting us know](https://github.com/msberends/AMR/issues/new?template=2-feature-request.yml&title=Add%20new%20MDRO%20guideline).
 #'
 #' Currently supported guidelines are (case-insensitive):
 #'
-#' * `guideline = "CMI2012"` (default)
+#' * `guideline = "CMI 2012"` (default)
 #'
 #'   Magiorakos AP, Srinivasan A *et al.* "Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistance." Clinical Microbiology and Infection (2012) (\doi{10.1111/j.1469-0691.2011.03570.x})
 #'
-#' * `guideline = "EUCAST3.3"` (or simply `guideline = "EUCAST"`)
+#' * `guideline = "EUCAST 3.3"` (or simply `guideline = "EUCAST"`)
 #'
 #'   The European international guideline - EUCAST Expert Rules Version 3.3 "Intrinsic Resistance and Unusual Phenotypes" ([link](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2021/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.3_20211018.pdf))
 #'
-#' * `guideline = "EUCAST3.2"`
+#'   Also:
 #'
-#'   The European international guideline - EUCAST Expert Rules Version 3.2 "Intrinsic Resistance and Unusual Phenotypes" ([link](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2020/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.2_20200225.pdf))
+#'   * `guideline = "EUCAST 3.2"`
 #'
-#' * `guideline = "EUCAST3.1"`
+#'      The former European international guideline - EUCAST Expert Rules Version 3.2 "Intrinsic Resistance and Unusual Phenotypes" ([link](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2020/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.2_20200225.pdf))
 #'
-#'   The European international guideline - EUCAST Expert Rules Version 3.1 "Intrinsic Resistance and Exceptional Phenotypes Tables" ([link](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/Expert_rules_intrinsic_exceptional_V3.1.pdf))
+#'   * `guideline = "EUCAST 3.1"`
+#'
+#'      The former European international guideline - EUCAST Expert Rules Version 3.1 "Intrinsic Resistance and Exceptional Phenotypes Tables" ([link](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/Expert_rules_intrinsic_exceptional_V3.1.pdf))
 #'
 #' * `guideline = "TB"`
 #'
@@ -80,7 +81,7 @@
 #'
 #'   The German national guideline - Mueller et al. (2015) Antimicrobial Resistance and Infection Control 4:7; \doi{10.1186/s13756-015-0047-6}
 #'
-#' * `guideline = "BRMO"`
+#' * `guideline = "BRMO 2024"` (or simply `guideline = "BRMO"`)
 #'
 #'   The Dutch national guideline - Samenwerkingverband Richtlijnen Infectiepreventie (SRI) (2024) "Bijzonder Resistente Micro-Organismen (BRMO)" ([link](https://www.sri-richtlijnen.nl/brmo))
 #'
@@ -90,57 +91,16 @@
 #'
 #'     The former Dutch national guideline - Werkgroep Infectiepreventie (WIP), RIVM, last revision as of 2017: "Bijzonder Resistente Micro-Organismen (BRMO)"
 #'
-#' Please suggest to implement guidelines by letting us know: <https://github.com/msberends/AMR/issues/new>.
+#' ### Using Custom Guidelines
 #'
-#' @section Using Custom Guidelines:
+#' Using a custom MDRO guideline is of importance if you have custom rules to determine MDROs in your hospital, e.g., rules that are dependent on ward, state of contact isolation or other variables in your data.
 #'
-#' Custom guidelines can be set with the [custom_mdro_guideline()] function. This is of great importance if you have custom rules to determine MDROs in your hospital, e.g., rules that are dependent on ward, state of contact isolation or other variables in your data.
+#' Custom guidelines can be set with the [custom_mdro_guideline()] function.
 #'
-#' If you are familiar with the [`case_when()`][dplyr::case_when()] function of the `dplyr` package, you will recognise the input method to set your own rules. Rules must be set using what \R considers to be the 'formula notation'. The rule is written *before* the tilde (`~`) and the consequence of the rule is written *after* the tilde:
-#'
-#' ```
-#' custom <- custom_mdro_guideline(CIP == "R" & age > 60 ~ "Elderly Type A",
-#'                                 ERY == "R" & age > 60 ~ "Elderly Type B")
-#' ```
-#'
-#' If a row/an isolate matches the first rule, the value after the first `~` (in this case *'Elderly Type A'*) will be set as MDRO value. Otherwise, the second rule will be tried and so on. The number of rules is unlimited.
-#'
-#' You can print the rules set in the console for an overview. Colours will help reading it if your console supports colours.
-#'
-#' ```
-#' custom
-#' #> A set of custom MDRO rules:
-#' #>   1. CIP is "R" and age is higher than 60 -> Elderly Type A
-#' #>   2. ERY is "R" and age is higher than 60 -> Elderly Type B
-#' #>   3. Otherwise -> Negative
-#' #>
-#' #> Unmatched rows will return NA.
-#' ```
-#'
-#' The outcome of the function can be used for the `guideline` argument in the [mdro()] function:
-#'
-#' ```
-#' x <- mdro(example_isolates,
-#'           guideline = custom)
-#' table(x)
-#' #>       Negative Elderly Type A Elderly Type B
-#' #>           1070            198            732
-#' ```
-#'
-#' Rules can also be combined with other custom rules by using [c()]:
-#'
-#' ```
-#' x <- mdro(example_isolates,
-#'           guideline = c(custom,
-#'                         custom_mdro_guideline(ERY == "R" & age > 50 ~ "Elderly Type C")))
-#' table(x)
-#' #>       Negative Elderly Type A Elderly Type B Elderly Type C
-#' #>            961            198            732            109
-#' ```
-#'
-#' The rules set (the `custom` object in this case) could be exported to a shared file location using [saveRDS()] if you collaborate with multiple users. The custom rules set could then be imported using [readRDS()].
 #' @inheritSection as.sir Interpretation of SIR
 #' @return
+#' - If `verbose` is set to `TRUE`:\cr
+#'   A [data.frame] containing columns `row_number`, `microorganism`, `MDRO`, `reason`, `all_nonsusceptible_columns`, `guideline`
 #' - CMI 2012 paper - function [mdr_cmi2012()] or [mdro()]:\cr
 #'   Ordered [factor] with levels `Negative` < `Multi-drug-resistant (MDR)` < `Extensively drug-resistant (XDR)` < `Pandrug-resistant (PDR)`
 #' - TB guideline - function [mdr_tb()] or [`mdro(..., guideline = "TB")`][mdro()]:\cr
@@ -148,40 +108,29 @@
 #' - German guideline - function [mrgn()] or [`mdro(..., guideline = "MRGN")`][mdro()]:\cr
 #'   Ordered [factor] with levels `Negative` < `3MRGN` < `4MRGN`
 #' - Everything else, except for custom guidelines:\cr
-#'   Ordered [factor] with levels `Negative` < `Positive, unconfirmed` < `Positive`. The value `"Positive, unconfirmed"` means that, according to the guideline, it is not entirely sure if the isolate is multi-drug resistant and this should be confirmed with additional (e.g. molecular) tests
+#'   Ordered [factor] with levels `Negative` < `Positive, unconfirmed` < `Positive`. The value `"Positive, unconfirmed"` means that, according to the guideline, it is not entirely sure if the isolate is multi-drug resistant and this should be confirmed with additional (e.g. genotypic) tests
 #' @rdname mdro
 #' @aliases MDR XDR PDR BRMO 3MRGN 4MRGN
+#' @seealso [custom_mdro_guideline()]
 #' @export
-#' @source
-#' See the supported guidelines above for the [list] of publications used for this function.
 #' @examples
-#' out <- mdro(example_isolates, guideline = "EUCAST")
+#' out <- mdro(example_isolates)
 #' str(out)
 #' table(out)
 #'
-#' out <- mdro(example_isolates,
-#'   guideline = custom_mdro_guideline(
-#'     AMX == "R" ~ "Custom MDRO 1",
-#'     VAN == "R" ~ "Custom MDRO 2"
-#'   )
-#' )
+#' out <- mdro(example_isolates, guideline = "EUCAST 3.3")
 #' table(out)
 #'
 #' \donttest{
 #' if (require("dplyr")) {
-#'   example_isolates %>%
-#'     mdro() %>%
-#'     table()
-#'
 #'   # no need to define `x` when used inside dplyr verbs:
 #'   example_isolates %>%
 #'     mutate(MDRO = mdro()) %>%
-#'     pull(MDRO) %>%
-#'     table()
+#'     count(MDRO)
 #' }
 #' }
 mdro <- function(x = NULL,
-                 guideline = "CMI2012",
+                 guideline = "CMI 2012",
                  col_mo = NULL,
                  esbl = NA,
                  carbapenemase = NA,
@@ -193,13 +142,14 @@ mdro <- function(x = NULL,
                  pct_required_classes = 0.5,
                  combine_SI = TRUE,
                  verbose = FALSE,
-                 only_sir_columns = FALSE,
+                 only_sir_columns = any(is.sir(x)),
                  ...) {
   if (is_null_or_grouped_tbl(x)) {
     # when `x` is left blank, auto determine it (get_current_data() searches underlying data within call)
     # is also a fix for using a grouped df as input (i.e., a dot as first argument)
     x <- tryCatch(get_current_data(arg_name = "x", call = -2), error = function(e) x)
   }
+
   meet_criteria(x, allow_class = "data.frame") # also checks dimensions to be >0
   meet_criteria(guideline, allow_class = c("list", "character"), allow_NULL = TRUE)
   if (!is.list(guideline)) meet_criteria(guideline, allow_class = "character", has_length = 1, allow_NULL = TRUE)
@@ -216,8 +166,11 @@ mdro <- function(x = NULL,
   meet_criteria(verbose, allow_class = "logical", has_length = 1)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
 
-  if (!any(is_sir_eligible(x))) {
-    stop_("There were no possible SIR columns found in the data set. Transform columns with `as.sir()` for valid antimicrobial interpretations.")
+
+  if (isTRUE(only_sir_columns) && !any(is.sir(x))) {
+    stop_("There were no SIR columns found in the data set, despite `only_sir_columns` being `TRUE`. Transform columns with `as.sir()` for valid antimicrobial interpretations.")
+  } else if (!isTRUE(only_sir_columns) && !any(is.sir(x)) && !any(is_sir_eligible(x))) {
+    stop_("There were no eligible SIR columns found in the data set. Transform columns with `as.sir()` for valid antimicrobial interpretations.")
   }
 
   # get gene values as TRUE/FALSE
@@ -349,17 +302,26 @@ mdro <- function(x = NULL,
         ))))
       }
     }
+
     if (isTRUE(verbose)) {
+      x$reason[is.na(x$reason)] <- "not covered by guideline"
+      x$microorganism <- NA_character_
+      x$guideline <- "Custom guideline"
       return(x[, c(
         "row_number",
+        "microorganism",
         "MDRO",
         "reason",
-        "columns_nonsusceptible"
-      )])
+        "all_nonsusceptible_columns",
+        "guideline"
+      ),
+      drop = FALSE
+      ])
     } else {
       return(x$MDRO)
     }
-  }
+  } # end of custom MDRO guideline
+
   guideline <- tolower(gsub("[^a-zA-Z0-9.]+", "", guideline))
   if (is.null(guideline)) {
     # default to the paper by Magiorakos et al. (2012)
@@ -369,14 +331,15 @@ mdro <- function(x = NULL,
     # turn into latest EUCAST guideline
     guideline <- "eucast3.3"
   }
-  if (guideline == "nl") {
-    guideline <- "brmo"
+  if (guideline %in% c("nl", "brmo")) {
+    # turn into latest BRMO guideline
+    guideline <- "brmo2024"
   }
   if (guideline == "de") {
     guideline <- "mrgn"
   }
   stop_ifnot(
-    guideline %in% c("brmo", "mrgn", "eucast3.1", "eucast3.2", "eucast3.3", "tb", "cmi2012"),
+    guideline %in% c("brmo2017", "brmo2024", "mrgn", "eucast3.1", "eucast3.2", "eucast3.3", "tb", "cmi2012"),
     "invalid guideline: ", guideline.bak
   )
   guideline <- list(code = guideline)
@@ -434,7 +397,7 @@ mdro <- function(x = NULL,
     guideline$version <- NA_character_
     guideline$source_url <- paste0("Antimicrobial Resistance and Infection Control 4:7, 2015; ", font_url("https://doi.org/10.1186/s13756-015-0047-6", "doi: 10.1186/s13756-015-0047-6"))
     guideline$type <- "MRGNs"
-  } else if (guideline$code == "brmo") {
+  } else if (guideline$code == "brmo2024") {
     combine_SI <- TRUE # I must not be considered resistant
     guideline$name <- "Bijzonder Resistente Micro-organismen (BRMO)"
     guideline$author <- "Samenwerkingsverband Richtlijnen Infectiepreventie (SRI)"
@@ -536,10 +499,11 @@ mdro <- function(x = NULL,
   if (!"AMP" %in% names(cols_ab) && "AMX" %in% names(cols_ab)) {
     # ampicillin column is missing, but amoxicillin is available
     if (isTRUE(info)) {
-      message_("Using column '", cols_ab[names(cols_ab) == "AMX"], "' as input for ampicillin since many MDRO rules depend on it.")
+      message_("Using column '", cols_ab[names(cols_ab) == "AMX"], "' as input for ampicillin since many MDRO rules depend on it.", add_fn = font_red)
     }
     cols_ab <- c(cols_ab, c(AMP = unname(cols_ab[names(cols_ab) == "AMX"])))
   }
+  cols_ab <- cols_ab[!duplicated(cols_ab)]
 
   # nolint start
   AMC <- cols_ab["AMC"]
@@ -589,6 +553,7 @@ mdro <- function(x = NULL,
   CTX <- cols_ab["CTX"]
   CTZ <- cols_ab["CTZ"]
   CXM <- cols_ab["CXM"]
+  CZA <- cols_ab["CZA"]
   CZD <- cols_ab["CZD"]
   CZO <- cols_ab["CZO"]
   CZX <- cols_ab["CZX"]
@@ -686,7 +651,6 @@ mdro <- function(x = NULL,
   abx_tb <- abx_tb[!is.na(abx_tb)]
   stop_if(guideline$code == "tb" & length(abx_tb) == 0, "no antimycobacterials found in data set")
   # nolint end
-
   if (isTRUE(combine_SI)) {
     search_result <- "R"
   } else {
@@ -735,7 +699,7 @@ mdro <- function(x = NULL,
     x
   }
 
-  # antibiotic classes
+  # antimicrobial classes
   # nolint start
   aminoglycosides <- c(TOB, GEN)
   cephalosporins <- c(CDZ, CAC, CEC, CFR, RID, MAN, CTZ, CZD, CZO, CDR, DIT, FEP, CAT, CFM, CMX, CMZ, DIZ, CID, CFP, CSL, CND, CTX, CTT, CTF, FOX, CPM, CPO, CPD, CPR, CRD, CFS, CPT, CAZ, CCV, CTL, CTB, CZX, BPR, CFM1, CEI, CRO, CXM, LEX, CEP, HAP, CED, LTM, LOR)
@@ -762,7 +726,7 @@ mdro <- function(x = NULL,
         ),
         stringsAsFactors = FALSE
       )
-      x[rows, "columns_nonsusceptible"] <<- vapply(
+      x[rows, "all_nonsusceptible_columns"] <<- vapply(
         FUN.VALUE = character(1),
         rows,
         function(row, group_vct = cols_ab) {
@@ -772,10 +736,10 @@ mdro <- function(x = NULL,
             function(y) y %in% search_result
           )
           paste(
-            sort(c(
-              unlist(strsplit(x[row, "columns_nonsusceptible", drop = TRUE], ", ", fixed = TRUE)),
+            unique(sort(c(
+              unlist(strsplit(x[row, "all_nonsusceptible_columns", drop = TRUE], ", ", fixed = TRUE)),
               names(cols_nonsus)[cols_nonsus]
-            )),
+            ))),
             collapse = ", "
           )
         }
@@ -844,12 +808,12 @@ mdro <- function(x = NULL,
       )
 
       if (isTRUE(verbose)) {
-        x[rows, "columns_nonsusceptible"] <<- vapply(
+        x[rows, "all_nonsusceptible_columns"] <<- vapply(
           FUN.VALUE = character(1),
           rows,
           function(row, group_vct = lst_vector) {
             cols_nonsus <- vapply(FUN.VALUE = logical(1), x[row, group_vct, drop = FALSE], function(y) y %in% search_result)
-            paste(sort(names(cols_nonsus)[cols_nonsus]), collapse = ", ")
+            paste(unique(sort(names(cols_nonsus)[cols_nonsus])), collapse = ", ")
           }
         )
       }
@@ -891,7 +855,7 @@ mdro <- function(x = NULL,
   x$MDRO <- ifelse(!is.na(x$genus), 1, NA_integer_)
   x$row_number <- seq_len(nrow(x))
   x$reason <- NA_character_
-  x$columns_nonsusceptible <- ""
+  x$all_nonsusceptible_columns <- ""
 
   if (guideline$code == "cmi2012") {
     # CMI, 2012 ---------------------------------------------------------------
@@ -1143,7 +1107,7 @@ mdro <- function(x = NULL,
       )
     }
 
-    # add antibiotic names of resistant ones to verbose output
+    # add antimicrobial names of resistant ones to verbose output
   }
 
   if (guideline$code == "eucast3.1") {
@@ -1507,7 +1471,7 @@ mdro <- function(x = NULL,
     x[which(x$MDRO == 3), "reason"] <- "4MRGN"
   }
 
-  if (guideline$code == "brmo") {
+  if (guideline$code == "brmo2024") {
     # Netherlands 2024 --------------------------------------------------------
     aminoglycosides <- c(GEN, TOB, AMK) # note 4: gentamicin or tobramycin or amikacin
     aminoglycosides_serratia_marcescens <- GEN # note 4: TOB and AMK do not count towards S. marcescens
@@ -1526,7 +1490,7 @@ mdro <- function(x = NULL,
     if (length(ESBLs) > 0) {
       trans_tbl(
         2, # positive, unconfirmed
-        rows = which(x$order == "Enterobacterales" & x[[ESBLs[1]]] == "R" & x[[ESBLs[2]]] == "R" & is.na(esbl)),
+        rows = which(x$order == "Enterobacterales" & col_values(x, ESBLs[1]) == "R" & col_values(x, ESBLs[2]) == "R" & is.na(esbl)),
         cols = c(AMX %or% AMP, cephalosporins_3rd),
         any_all = "all",
         reason = "Enterobacterales: potential ESBL"
@@ -1562,9 +1526,9 @@ mdro <- function(x = NULL,
     )
     trans_tbl(
       3,
-      rows = which(x[[SXT]] == "R" &
-        (x[[GEN]] == "R" | x[[TOB]] == "R" | x[[AMK]] == "R") &
-        (x[[CIP]] == "R" | x[[NOR]] == "R" | x[[LVX]] == "R") &
+      rows = which(col_values(x, SXT) == "R" &
+        (col_values(x, GEN) == "R" | col_values(x, TOB) == "R" | col_values(x, AMK) == "R") &
+        (col_values(x, CIP) == "R" | col_values(x, NOR) == "R" | col_values(x, LVX) == "R") &
         (x$genus %in% c("Enterobacter", "Providencia") | paste(x$genus, x$species) %in% c("Citrobacter freundii", "Klebsiella aerogenes", "Hafnia alvei", "Morganella morganii"))),
       cols = c(SXT, aminoglycosides, fluoroquinolones),
       any_all = "any",
@@ -1572,9 +1536,9 @@ mdro <- function(x = NULL,
     )
     trans_tbl(
       3,
-      rows = which(x[[SXT]] == "R" &
-        x[[GEN]] == "R" &
-        (x[[CIP]] == "R" | x[[NOR]] == "R" | x[[LVX]] == "R") &
+      rows = which(col_values(x, SXT) == "R" &
+        col_values(x, GEN) == "R" &
+        (col_values(x, CIP) == "R" | col_values(x, NOR) == "R" | col_values(x, LVX) == "R") &
         paste(x$genus, x$species) == "Serratia marcescens"),
       cols = c(SXT, aminoglycosides_serratia_marcescens, fluoroquinolones),
       any_all = "any",
@@ -1584,8 +1548,8 @@ mdro <- function(x = NULL,
     # Acinetobacter baumannii-calcoaceticus complex
     trans_tbl(
       3,
-      rows = which((x[[GEN]] == "R" | x[[TOB]] == "R" | x[[AMK]] == "R") &
-        (x[[CIP]] == "R" | x[[LVX]] == "R") &
+      rows = which((col_values(x, GEN) == "R" | col_values(x, TOB) == "R" | col_values(x, AMK) == "R") &
+        (col_values(x, CIP) == "R" | col_values(x, LVX) == "R") &
         x[[col_mo]] %in% AMR::microorganisms.groups$mo[AMR::microorganisms.groups$mo_group_name == "Acinetobacter baumannii complex"]),
       cols = c(aminoglycosides, CIP, LVX),
       any_all = "any",
@@ -1607,28 +1571,24 @@ mdro <- function(x = NULL,
     )
 
     # Pseudomonas aeruginosa
-    if (ab_missing(PIP) && !ab_missing(TZP)) {
-      # take pip/tazo if just pip is not available - many labs only test for pip/tazo because of availability on a Vitek card
-      PIP <- TZP
-    }
     x$psae <- 0
-    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, TOB) == "R" | col_values(x, AMK) == "R"), 1, 0)
-    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, IPM) == "R" | col_values(x, MEM) == "R"), 1, 0)
-    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, PIP) == "R"), 1, 0)
-    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, CAZ) == "R"), 1, 0)
-    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, CIP) == "R" | col_values(x, NOR) == "R" | col_values(x, LVX) == "R"), 1, 0)
+    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, TOB) == "R") | NA_as_FALSE(col_values(x, AMK) == "R"), 1, 0)
+    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, IPM) == "R") | NA_as_FALSE(col_values(x, MEM) == "R"), 1, 0)
+    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, PIP) == "R") | NA_as_FALSE(col_values(x, TZP) == "R"), 1, 0)
+    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, CAZ) == "R") | NA_as_FALSE(col_values(x, CZA) == "R"), 1, 0)
+    x$psae <- x$psae + ifelse(NA_as_FALSE(col_values(x, CIP) == "R") | NA_as_FALSE(col_values(x, NOR) == "R") | NA_as_FALSE(col_values(x, LVX) == "R"), 1, 0)
     trans_tbl(
-      3,
+      1,
       rows = which(x$genus == "Pseudomonas" & x$species == "aeruginosa"),
-      cols = c(CAZ, CIP, GEN, IPM, MEM, TOB, PIP),
+      cols = "any",
       any_all = "all", # this will set all negatives to "guideline criteria not met" instead of "not covered by guideline"
-      reason = "P. aeruginosa: at least 3 classes contain R"
+      reason = "guideline criteria not met"
     )
     trans_tbl(
       3,
       rows = which(x$genus == "Pseudomonas" & x$species == "aeruginosa" & x$psae >= 3),
-      cols = c(CAZ, CIP, GEN, IPM, MEM, TOB, PIP),
-      any_all = "any", # this is the actual one, changing the ones with x$psae >= 3
+      cols = "any",
+      any_all = "any", # this is the actual one, overwriting the ones with x$psae >= 3
       reason = "P. aeruginosa: at least 3 classes contain R"
     )
 
@@ -1648,20 +1608,20 @@ mdro <- function(x = NULL,
       reason = "E. faecium: vanA/vanB gene + penicillin group"
     )
 
-    # Staphylococcus aureus
+    # Staphylococcus aureus complex (= aureus, argenteus or schweitzeri)
     trans_tbl(
       2,
-      rows = which(x$genus == "Staphylococcus" & x$species == "aureus" & (is.na(mecA) | is.na(mecC))),
+      rows = which(x$genus == "Staphylococcus" & x$species %in% c("aureus", "argenteus", "schweitzeri") & (is.na(mecA) | is.na(mecC))),
       cols = c(AMC, TZP, FLC, OXA, FOX, FOX1),
       any_all = "any",
-      reason = "S. aureus: potential MRSA"
+      reason = "S. aureus complex: potential MRSA"
     )
     trans_tbl(
       3,
-      rows = which(x$genus == "Staphylococcus" & x$species == "aureus" & (mecA == TRUE | mecC == TRUE)),
+      rows = which(x$genus == "Staphylococcus" & x$species %in% c("aureus", "argenteus", "schweitzeri") & (mecA == TRUE | mecC == TRUE)),
       cols = "any",
       any_all = "any",
-      reason = "S. aureus: mecA/mecC gene"
+      reason = "S. aureus complex: mecA/mecC gene"
     )
 
     # Candida auris
@@ -1935,7 +1895,6 @@ mdro <- function(x = NULL,
     )
   }
 
-
   if (isTRUE(verbose)) {
     # fill in empty reasons
     x$reason[is.na(x$reason)] <- "not covered by guideline"
@@ -1943,12 +1902,14 @@ mdro <- function(x = NULL,
     # format data set
     colnames(x)[colnames(x) == col_mo] <- "microorganism"
     x$microorganism <- mo_name(x$microorganism, language = NULL)
+    x$guideline <- paste0(guideline$author, " - ", guideline$name, ", ", guideline$version, ")")
     x[, c(
       "row_number",
       "microorganism",
       "MDRO",
       "reason",
-      "columns_nonsusceptible"
+      "all_nonsusceptible_columns",
+      "guideline"
     ),
     drop = FALSE
     ]
@@ -1959,182 +1920,7 @@ mdro <- function(x = NULL,
 
 #' @rdname mdro
 #' @export
-custom_mdro_guideline <- function(..., as_factor = TRUE) {
-  meet_criteria(as_factor, allow_class = "logical", has_length = 1)
-
-  dots <- tryCatch(list(...),
-    error = function(e) "error"
-  )
-  stop_if(
-    identical(dots, "error"),
-    "rules must be a valid formula inputs (e.g., using '~'), see `?mdro`"
-  )
-  n_dots <- length(dots)
-  stop_if(n_dots == 0, "no custom rules were set. Please read the documentation using `?mdro`.")
-  out <- vector("list", n_dots)
-  for (i in seq_len(n_dots)) {
-    stop_ifnot(
-      inherits(dots[[i]], "formula"),
-      "rule ", i, " must be a valid formula input (e.g., using '~'), see `?mdro`"
-    )
-
-    # Query
-    qry <- dots[[i]][[2]]
-    if (inherits(qry, "call")) {
-      qry <- as.expression(qry)
-    }
-    qry <- as.character(qry)
-    # these will prevent vectorisation, so replace them:
-    qry <- gsub("&&", "&", qry, fixed = TRUE)
-    qry <- gsub("||", "|", qry, fixed = TRUE)
-    # support filter()-like writing: custom_mdro_guideline('CIP == "R", AMX == "S"' ~ "result 1")
-    qry <- gsub(" *, *", " & ", qry)
-    # format nicely, setting spaces around operators
-    qry <- gsub(" *([&|+-/*^><==]+) *", " \\1 ", qry)
-    qry <- gsub("'", "\"", qry, fixed = TRUE)
-    out[[i]]$query <- as.expression(qry)
-
-    # Value
-    val <- tryCatch(eval(dots[[i]][[3]]), error = function(e) NULL)
-    stop_if(is.null(val), "rule ", i, " must return a valid value, it now returns an error: ", tryCatch(eval(dots[[i]][[3]]), error = function(e) e$message))
-    stop_if(length(val) > 1, "rule ", i, " must return a value of length 1, not ", length(val))
-    out[[i]]$value <- as.character(val)
-  }
-
-  names(out) <- paste0("rule", seq_len(n_dots))
-  out <- set_clean_class(out, new_class = c("custom_mdro_guideline", "list"))
-  attr(out, "values") <- unname(c("Negative", vapply(FUN.VALUE = character(1), unclass(out), function(x) x$value)))
-  attr(out, "as_factor") <- as_factor
-  out
-}
-
-#' @method c custom_mdro_guideline
-#' @noRd
-#' @export
-c.custom_mdro_guideline <- function(x, ..., as_factor = NULL) {
-  if (length(list(...)) == 0) {
-    return(x)
-  }
-  if (!is.null(as_factor)) {
-    meet_criteria(as_factor, allow_class = "logical", has_length = 1)
-  } else {
-    as_factor <- attributes(x)$as_factor
-  }
-  for (g in list(...)) {
-    stop_ifnot(inherits(g, "custom_mdro_guideline"),
-      "for combining custom MDRO guidelines, all rules must be created with `custom_mdro_guideline()`",
-      call = FALSE
-    )
-    vals <- attributes(x)$values
-    if (!all(attributes(g)$values %in% vals)) {
-      vals <- unname(unique(c(vals, attributes(g)$values)))
-    }
-    attributes(g) <- NULL
-    x <- c(unclass(x), unclass(g))
-    attr(x, "values") <- vals
-  }
-  names(x) <- paste0("rule", seq_len(length(x)))
-  x <- set_clean_class(x, new_class = c("custom_mdro_guideline", "list"))
-  attr(x, "values") <- vals
-  attr(x, "as_factor") <- as_factor
-  x
-}
-
-#' @method as.list custom_mdro_guideline
-#' @noRd
-#' @export
-as.list.custom_mdro_guideline <- function(x, ...) {
-  c(x, ...)
-}
-
-#' @method print custom_mdro_guideline
-#' @export
-#' @noRd
-print.custom_mdro_guideline <- function(x, ...) {
-  cat("A set of custom MDRO rules:\n")
-  for (i in seq_len(length(x))) {
-    rule <- x[[i]]
-    rule$query <- format_custom_query_rule(rule$query)
-    cat("  ", i, ". ", font_bold("If "), font_blue(rule$query), font_bold(" then: "), font_red(rule$value), "\n", sep = "")
-  }
-  cat("  ", i + 1, ". ", font_bold("Otherwise: "), font_red(paste0("Negative")), "\n", sep = "")
-  cat("\nUnmatched rows will return ", font_red("NA"), ".\n", sep = "")
-  if (isTRUE(attributes(x)$as_factor)) {
-    cat("Results will be of class 'factor', with ordered levels: ", paste0(attributes(x)$values, collapse = " < "), "\n", sep = "")
-  } else {
-    cat("Results will be of class 'character'.\n")
-  }
-}
-
-run_custom_mdro_guideline <- function(df, guideline, info) {
-  n_dots <- length(guideline)
-  stop_if(n_dots == 0, "no custom guidelines set", call = -2)
-  out <- character(length = NROW(df))
-  reasons <- character(length = NROW(df))
-  for (i in seq_len(n_dots)) {
-    qry <- tryCatch(eval(parse(text = guideline[[i]]$query), envir = df, enclos = parent.frame()),
-      error = function(e) {
-        AMR_env$err_msg <- e$message
-        return("error")
-      }
-    )
-    if (identical(qry, "error")) {
-      warning_("in `custom_mdro_guideline()`: rule ", i,
-        " (`", as.character(guideline[[i]]$query), "`) was ignored because of this error message: ",
-        AMR_env$err_msg,
-        call = FALSE,
-        add_fn = font_red
-      )
-      next
-    }
-    stop_ifnot(is.logical(qry), "in custom_mdro_guideline(): rule ", i, " (`", guideline[[i]]$query,
-      "`) must return `TRUE` or `FALSE`, not ",
-      format_class(class(qry), plural = FALSE),
-      call = FALSE
-    )
-
-    new_mdros <- which(qry == TRUE & out == "")
-
-    if (isTRUE(info)) {
-      cat(word_wrap(
-        "- Custom MDRO rule ", i, ": `", as.character(guideline[[i]]$query),
-        "` (", length(new_mdros), " rows matched)"
-      ), "\n", sep = "")
-    }
-    val <- guideline[[i]]$value
-    out[new_mdros] <- val
-    reasons[new_mdros] <- paste0(
-      "matched rule ",
-      gsub("rule", "", names(guideline)[i], fixed = TRUE), ": ", as.character(guideline[[i]]$query)
-    )
-  }
-  out[out == ""] <- "Negative"
-  reasons[out == "Negative"] <- "no rules matched"
-
-  if (isTRUE(attributes(guideline)$as_factor)) {
-    out <- factor(out, levels = attributes(guideline)$values, ordered = TRUE)
-  }
-
-  columns_nonsusceptible <- as.data.frame(t(df[, is.sir(df), drop = FALSE] == "R"))
-  columns_nonsusceptible <- vapply(
-    FUN.VALUE = character(1),
-    columns_nonsusceptible,
-    function(x) paste0(rownames(columns_nonsusceptible)[which(x)], collapse = " ")
-  )
-  columns_nonsusceptible[is.na(out)] <- NA_character_
-
-  data.frame(
-    row_number = seq_len(NROW(df)),
-    MDRO = out,
-    reason = reasons,
-    columns_nonsusceptible = columns_nonsusceptible,
-    stringsAsFactors = FALSE
-  )
-}
-
-#' @rdname mdro
-#' @export
-brmo <- function(x = NULL, only_sir_columns = FALSE, ...) {
+brmo <- function(x = NULL, only_sir_columns = any(is.sir(x)), ...) {
   meet_criteria(x, allow_class = "data.frame", allow_NULL = TRUE)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
   stop_if(
@@ -2147,7 +1933,7 @@ brmo <- function(x = NULL, only_sir_columns = FALSE, ...) {
 
 #' @rdname mdro
 #' @export
-mrgn <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
+mrgn <- function(x = NULL, only_sir_columns = any(is.sir(x)), verbose = FALSE, ...) {
   meet_criteria(x, allow_class = "data.frame", allow_NULL = TRUE)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
   stop_if(
@@ -2159,7 +1945,7 @@ mrgn <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
 
 #' @rdname mdro
 #' @export
-mdr_tb <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
+mdr_tb <- function(x = NULL, only_sir_columns = any(is.sir(x)), verbose = FALSE, ...) {
   meet_criteria(x, allow_class = "data.frame", allow_NULL = TRUE)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
   stop_if(
@@ -2171,19 +1957,19 @@ mdr_tb <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
 
 #' @rdname mdro
 #' @export
-mdr_cmi2012 <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
+mdr_cmi2012 <- function(x = NULL, only_sir_columns = any(is.sir(x)), verbose = FALSE, ...) {
   meet_criteria(x, allow_class = "data.frame", allow_NULL = TRUE)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
   stop_if(
     "guideline" %in% names(list(...)),
     "argument `guideline` must not be set since this is a guideline-specific function"
   )
-  mdro(x = x, only_sir_columns = only_sir_columns, verbose = verbose, guideline = "CMI2012", ...)
+  mdro(x = x, only_sir_columns = only_sir_columns, verbose = verbose, guideline = "CMI 2012", ...)
 }
 
 #' @rdname mdro
 #' @export
-eucast_exceptional_phenotypes <- function(x = NULL, only_sir_columns = FALSE, verbose = FALSE, ...) {
+eucast_exceptional_phenotypes <- function(x = NULL, only_sir_columns = any(is.sir(x)), verbose = FALSE, ...) {
   meet_criteria(x, allow_class = "data.frame", allow_NULL = TRUE)
   meet_criteria(only_sir_columns, allow_class = "logical", has_length = 1)
   stop_if(

R/mean_amr_distance.R

@@ -31,7 +31,7 @@
 #'
 #' Calculates a normalised mean for antimicrobial resistance between multiple observations, to help to identify similar isolates without comparing antibiograms by hand.
 #' @param x A vector of class [sir][as.sir()], [mic][as.mic()] or [disk][as.disk()], or a [data.frame] containing columns of any of these classes.
-#' @param ... Variables to select. Supports [tidyselect language][tidyselect::language] (such as `column1:column4` and `where(is.mic)`), and can thus also be [antimicrobial selectors][amr_selector()].
+#' @param ... Variables to select. Supports [tidyselect language][tidyselect::starts_with()] such as `where(is.mic)`, `starts_with(...)`, or `column1:column4`, and can thus also be [antimicrobial selectors][amr_selector()].
 #' @param combine_SI A [logical] to indicate whether all values of S, SDD, and I must be merged into one, so the input only consists of S+I vs. R (susceptible vs. resistant) - the default is `TRUE`.
 #' @details The mean AMR distance is effectively [the Z-score](https://en.wikipedia.org/wiki/Standard_score); a normalised numeric value to compare AMR test results which can help to identify similar isolates, without comparing antibiograms by hand.
 #'

R/mic.R

@@ -422,7 +422,8 @@ all_valid_mics <- function(x) {
   !any(is.na(x_mic)) && !all(is.na(x))
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, mic)
 pillar_shaft.mic <- function(x, ...) {
   if (!identical(levels(x), VALID_MIC_LEVELS) && message_not_thrown_before("pillar_shaft.mic")) {
     warning_(AMR_env$sup_1_icon, " These columns contain an outdated or altered structure - convert with `as.mic()` to update",
@@ -431,15 +432,22 @@ pillar_shaft.mic <- function(x, ...) {
   }
   crude_numbers <- as.double(x)
   operators <- gsub("[^<=>]+", "", as.character(x))
+  # colourise operators
   operators[!is.na(operators) & operators != ""] <- font_silver(operators[!is.na(operators) & operators != ""], collapse = NULL)
   out <- trimws(paste0(operators, trimws(format(crude_numbers))))
   out[is.na(x)] <- font_na(NA)
   # make trailing zeroes less visible
-  out[out %like% "[.]"] <- gsub("([.]?0+)$", font_silver("\\1"), out[out %like% "[.]"], perl = TRUE)
+  if (is_dark()) {
+    fn <- font_silver
+  } else {
+    fn <- font_white
+  }
+  out[out %like% "[.]"] <- gsub("([.]?0+)$", fn("\\1"), out[out %like% "[.]"], perl = TRUE)
   create_pillar_column(out, align = "right", width = max(nchar(font_stripstyle(out))))
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::type_sum, mic)
 type_sum.mic <- function(x, ...) {
   if (!identical(levels(x), VALID_MIC_LEVELS)) {
     paste0("mic", AMR_env$sup_1_icon)
@@ -582,7 +590,8 @@ hist.mic <- function(x, ...) {
   hist(log2(x))
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, mic)
 get_skimmers.mic <- function(column) {
   column <- as.mic(column) # make sure that currently implemented MIC levels are used
   skimr::sfl(

R/mo.R

@@ -276,12 +276,17 @@ as.mo <- function(x,
     AMR_env$mo_failures <- NULL
 
     # Laboratory systems: remove (translated) entries like "no growth", "not E. coli", etc.
-    x[trimws2(x) %like% translate_into_language("no .*growth", language = language)] <- NA_character_
-    x[trimws2(x) %like% paste0("^(", translate_into_language("no|not", language = language), ") ")] <- NA_character_
+    x[trimws2(x) %like% translate_AMR("no .*growth", language = language)] <- NA_character_
+    x[trimws2(x) %like% paste0("^(", translate_AMR("no|not", language = language), ") ")] <- NA_character_
 
     # groups are in our taxonomic table with a capital G
     x <- gsub(" group( |$)", " Group\\1", x, perl = TRUE)
 
+    # convert translations
+    x[x %like_case% "enter[o\u00F6]?[ck]o[ck](ken)?$"] <- gsub("(.* )?enter[o\u00F6]?[ck]o[ck](ken)?$", "enterococcus", x[x %like_case% "enter[o\u00F6]?[ck]o[ck](ken)?$"], perl = TRUE)
+    x[x %like_case% "strept[o\u00F6]?[ck]o[ck](ken)?$"] <- gsub("(.* )?strept[o\u00F6]?[ck]o[ck](ken)?$", "streptococcus", x[x %like_case% "strept[o\u00F6]?[ck]o[ck](ken)?$"], perl = TRUE)
+    x[x %like_case% "staph[yij]?[lo]*[ck]o[ck](ken)?$"] <- gsub("(.* )?staph[yij]?[lo]*[ck]o[ck](ken)?$", "staphylococcus", x[x %like_case% "staph[yij]?[lo]*[ck]o[ck](ken)?$"], perl = TRUE)
+
     # run over all unique leftovers
     x_unique <- unique(x[is.na(out) & !is.na(x)])
 
@@ -620,7 +625,8 @@ mo_cleaning_regex <- function() {
 
 # UNDOCUMENTED METHODS ----------------------------------------------------
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, mo)
 pillar_shaft.mo <- function(x, ...) {
   add_MO_lookup_to_AMR_env()
   out <- trimws(format(x))
@@ -690,12 +696,14 @@ pillar_shaft.mo <- function(x, ...) {
   )
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::type_sum, mo)
 type_sum.mo <- function(x, ...) {
   "mo"
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(cleaner::freq, mo)
 freq.mo <- function(x, ...) {
   x_noNA <- as.mo(x[!is.na(x)]) # as.mo() to get the newest mo codes
   grams <- mo_gramstain(x_noNA, language = NULL)
@@ -736,7 +744,8 @@ freq.mo <- function(x, ...) {
   )
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, mo)
 get_skimmers.mo <- function(column) {
   skimr::sfl(
     skim_type = "mo",
@@ -1061,6 +1070,8 @@ convert_colloquial_input <- function(x) {
   out[x %like_case% "mil+er+i gr"] <- "B_STRPT_MILL"
   out[x %like_case% "((strepto|^s).* viridans|^vgs[^a-z]*$)"] <- "B_STRPT_VIRI"
   out[x %like_case% "(viridans.* (strepto|^s).*|^vgs[^a-z]*$)"] <- "B_STRPT_VIRI"
+  out[x %like_case% "meningo[ck]o[ck](ken)?$"] <- "B_NESSR_MNNG"
+  out[x %like_case% "pneumo[ck]o[ck](ken)?$"] <- "B_STRPT_PNMN"
 
   # Salmonella in different languages, like "Salmonella grupo B"
   out[x %like_case% "salmonella.* [abcdefgh]$"] <- gsub(".*salmonella.* ([abcdefgh])$",
@@ -1175,7 +1186,7 @@ parse_and_convert <- function(x) {
         parsed <- gsub('"', "", parsed, fixed = TRUE)
         parsed
       },
-      error = function(e) stop(e$message, call. = FALSE)
+      error = function(e) stop(conditionMessage(e), call. = FALSE)
     ) # this will also be thrown when running `as.mo(no_existing_object)`
   }
   out <- trimws2(out)

R/mo_property.R

@@ -974,7 +974,7 @@ mo_validate <- function(x, property, language, keep_synonyms = keep_synonyms, ..
   # try to catch an error when inputting an invalid argument
   # so the 'call.' can be set to FALSE
   tryCatch(x[1L] %in% unlist(AMR_env$MO_lookup[1, property, drop = TRUE]),
-    error = function(e) stop(e$message, call. = FALSE)
+    error = function(e) stop(conditionMessage(e), call. = FALSE)
   )
 
   dots <- list(...)

R/pca.R

@@ -99,7 +99,7 @@ pca <- function(x,
     new_list <- list(0)
     for (i in seq_len(length(dots) - 1)) {
       new_list[[i]] <- tryCatch(eval(dots[[i + 1]], envir = x),
-        error = function(e) stop(e$message, call. = FALSE)
+        error = function(e) stop(conditionMessage(e), call. = FALSE)
       )
       if (length(new_list[[i]]) == 1) {
         if (is.character(new_list[[i]]) && new_list[[i]] %in% colnames(x)) {

R/plotting.R

@@ -90,7 +90,11 @@
 #'   autoplot(some_mic_values, mo = "Escherichia coli", ab = "cipro")
 #' }
 #' if (require("ggplot2")) {
-#'   # support for 20 languages, various guidelines, and many options
+#'   autoplot(some_mic_values, mo = "Staph aureus", ab = "Ceftaroline", guideline = "CLSI")
+#' }
+#'
+#' if (require("ggplot2")) {
+#'   # support for 27 languages, various guidelines, and many options
 #'   autoplot(some_disk_values,
 #'     mo = "Escherichia coli", ab = "cipro",
 #'     guideline = "CLSI 2024", language = "no",
@@ -146,7 +150,7 @@
 #'     aes(group, mic)
 #'   ) +
 #'     geom_boxplot() +
-#'     geom_violin(linetype = 2, colour = "grey", fill = NA) +
+#'     geom_violin(linetype = 2, colour = "grey30", fill = NA) +
 #'     scale_y_mic()
 #' }
 #' if (require("ggplot2")) {
@@ -158,7 +162,7 @@
 #'     aes(group, mic)
 #'   ) +
 #'     geom_boxplot() +
-#'     geom_violin(linetype = 2, colour = "grey", fill = NA) +
+#'     geom_violin(linetype = 2, colour = "grey30", fill = NA) +
 #'     scale_y_mic(mic_range = c(NA, 0.25))
 #' }
 #'
@@ -191,7 +195,7 @@
 #'     aes(x = group, y = mic, colour = sir)
 #'   ) +
 #'     theme_minimal() +
-#'     geom_boxplot(fill = NA, colour = "grey") +
+#'     geom_boxplot(fill = NA, colour = "grey30") +
 #'     geom_jitter(width = 0.25)
 #'
 #'   plain
@@ -207,7 +211,7 @@
 #'     scale_y_mic(mic_range = c(0.005, 32), name = "Our MICs!") +
 #'     scale_colour_sir(
 #'       language = "pt",
-#'       name = "Support in 20 languages"
+#'       name = "Support in 27 languages"
 #'     )
 #' }
 #' }
@@ -377,6 +381,8 @@ create_scale_sir <- function(aesthetics, colours_SIR, language, eucast_I, ...) {
   args <- list(...)
   args[c("value", "labels", "limits")] <- NULL
 
+  colours_SIR <- expand_SIR_colours(colours_SIR, unname = FALSE)
+
   if (identical(aesthetics, "x")) {
     ggplot_fn <- ggplot2::scale_x_discrete
   } else {
@@ -385,24 +391,19 @@ create_scale_sir <- function(aesthetics, colours_SIR, language, eucast_I, ...) {
       args,
       list(
         aesthetics = aesthetics,
-        values = c(
-          S = colours_SIR[1],
-          SDD = colours_SIR[2],
-          I = colours_SIR[2],
-          R = colours_SIR[3],
-          NI = "grey30"
-        )
+        values = c(colours_SIR, NI = "grey30")
       )
     )
   }
   scale <- do.call(ggplot_fn, args)
 
   scale$labels <- function(x) {
-    stop_ifnot(all(x %in% c(levels(NA_sir_), NA)),
+    stop_ifnot(all(x %in% c(levels(NA_sir_), "SI", "IR", NA)),
       "Apply `scale_", aesthetics[1], "_sir()` to a variable of class 'sir', see `?as.sir`.",
       call = FALSE
     )
-    x <- as.character(as.sir(x))
+    x <- as.character(x)
+    x[!x %in% c("SI", "IR")] <- as.character(as.sir(x[!x %in% c("SI", "IR")]))
     if (!is.null(language)) {
       x[x == "S"] <- "(S) Susceptible"
       x[x == "SDD"] <- "(SDD) Susceptible dose-dependent"
@@ -412,6 +413,8 @@ create_scale_sir <- function(aesthetics, colours_SIR, language, eucast_I, ...) {
         x[x == "I"] <- "(I) Intermediate"
       }
       x[x == "R"] <- "(R) Resistant"
+      x[x == "SI"] <- "(S/I) Susceptible"
+      x[x == "IR"] <- "(I/R) Non-susceptible"
       x[x == "NI"] <- "(NI) Non-interpretable"
       x <- translate_AMR(x, language = language)
     }
@@ -419,7 +422,7 @@ create_scale_sir <- function(aesthetics, colours_SIR, language, eucast_I, ...) {
   }
   scale$limits <- function(x, ...) {
     # force SIR in the right order
-    as.character(sort(factor(x, levels = levels(NA_sir_))))
+    as.character(sort(factor(x, levels = c(levels(NA_sir_), "SI", "IR"))))
   }
 
   scale
@@ -427,11 +430,16 @@ create_scale_sir <- function(aesthetics, colours_SIR, language, eucast_I, ...) {
 
 #' @rdname plot
 #' @export
-scale_x_sir <- function(colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+scale_x_sir <- function(colours_SIR = c(
+                          S = "#3CAEA3",
+                          SDD = "#8FD6C4",
+                          I = "#F6D55C",
+                          R = "#ED553B"
+                        ),
                         language = get_AMR_locale(),
                         eucast_I = getOption("AMR_guideline", "EUCAST") == "EUCAST",
                         ...) {
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(eucast_I, allow_class = "logical", has_length = 1)
   create_scale_sir(aesthetics = "x", colours_SIR = colours_SIR, language = language, eucast_I = eucast_I)
@@ -439,11 +447,16 @@ scale_x_sir <- function(colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
 
 #' @rdname plot
 #' @export
-scale_colour_sir <- function(colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+scale_colour_sir <- function(colours_SIR = c(
+                               S = "#3CAEA3",
+                               SDD = "#8FD6C4",
+                               I = "#F6D55C",
+                               R = "#ED553B"
+                             ),
                              language = get_AMR_locale(),
                              eucast_I = getOption("AMR_guideline", "EUCAST") == "EUCAST",
                              ...) {
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(eucast_I, allow_class = "logical", has_length = 1)
   args <- list(...)
@@ -463,11 +476,16 @@ scale_color_sir <- scale_colour_sir
 
 #' @rdname plot
 #' @export
-scale_fill_sir <- function(colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+scale_fill_sir <- function(colours_SIR = c(
+                             S = "#3CAEA3",
+                             SDD = "#8FD6C4",
+                             I = "#F6D55C",
+                             R = "#ED553B"
+                           ),
                            language = get_AMR_locale(),
                            eucast_I = getOption("AMR_guideline", "EUCAST") == "EUCAST",
                            ...) {
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(eucast_I, allow_class = "logical", has_length = 1)
   args <- list(...)
@@ -491,7 +509,12 @@ plot.mic <- function(x,
                      main = deparse(substitute(x)),
                      ylab = translate_AMR("Frequency", language = language),
                      xlab = translate_AMR("Minimum Inhibitory Concentration (mg/L)", language = language),
-                     colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                     colours_SIR = c(
+                       S = "#3CAEA3",
+                       SDD = "#8FD6C4",
+                       I = "#F6D55C",
+                       R = "#ED553B"
+                     ),
                      language = get_AMR_locale(),
                      expand = TRUE,
                      include_PKPD = getOption("AMR_include_PKPD", TRUE),
@@ -503,16 +526,13 @@ plot.mic <- function(x,
   meet_criteria(main, allow_class = "character", has_length = 1, allow_NULL = TRUE)
   meet_criteria(ylab, allow_class = "character", has_length = 1)
   meet_criteria(xlab, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
   x <- as.mic(x) # make sure that currently implemented MIC levels are used
-
-  if (length(colours_SIR) == 1) {
-    colours_SIR <- rep(colours_SIR, 3)
-  }
   main <- gsub(" +", " ", paste0(main, collapse = " "))
+  colours_SIR <- expand_SIR_colours(colours_SIR)
 
   x <- plotrange_as_table(x, expand = expand)
   cols_sub <- plot_colours_subtitle_guideline(
@@ -549,13 +569,17 @@ plot.mic <- function(x,
       legend_col <- colours_SIR[1]
     }
     if (any(cols_sub$cols == colours_SIR[2] & cols_sub$count > 0)) {
-      legend_txt <- c(legend_txt, paste("(I)", plot_name_of_I(cols_sub$guideline)))
+      legend_txt <- c(legend_txt, "(SDD) Susceptible dose-dependent")
       legend_col <- c(legend_col, colours_SIR[2])
     }
     if (any(cols_sub$cols == colours_SIR[3] & cols_sub$count > 0)) {
-      legend_txt <- c(legend_txt, "(R) Resistant")
+      legend_txt <- c(legend_txt, paste("(I)", plot_name_of_I(cols_sub$guideline)))
       legend_col <- c(legend_col, colours_SIR[3])
     }
+    if (any(cols_sub$cols == colours_SIR[4] & cols_sub$count > 0)) {
+      legend_txt <- c(legend_txt, "(R) Resistant")
+      legend_col <- c(legend_col, colours_SIR[4])
+    }
 
     legend("top",
       x.intersp = 0.5,
@@ -580,7 +604,12 @@ barplot.mic <- function(height,
                         main = deparse(substitute(height)),
                         ylab = translate_AMR("Frequency", language = language),
                         xlab = translate_AMR("Minimum Inhibitory Concentration (mg/L)", language = language),
-                        colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                        colours_SIR = c(
+                          S = "#3CAEA3",
+                          SDD = "#8FD6C4",
+                          I = "#F6D55C",
+                          R = "#ED553B"
+                        ),
                         language = get_AMR_locale(),
                         expand = TRUE,
                         ...) {
@@ -590,7 +619,7 @@ barplot.mic <- function(height,
   meet_criteria(mo, allow_class = c("mo", "character"), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = c("ab", "character"), allow_NULL = TRUE)
   meet_criteria(guideline, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
@@ -613,7 +642,8 @@ barplot.mic <- function(height,
 
 #' @method autoplot mic
 #' @rdname plot
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, mic)
 autoplot.mic <- function(object,
                          mo = NULL,
                          ab = NULL,
@@ -621,7 +651,12 @@ autoplot.mic <- function(object,
                          title = deparse(substitute(object)),
                          ylab = translate_AMR("Frequency", language = language),
                          xlab = translate_AMR("Minimum Inhibitory Concentration (mg/L)", language = language),
-                         colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                         colours_SIR = c(
+                           S = "#3CAEA3",
+                           SDD = "#8FD6C4",
+                           I = "#F6D55C",
+                           R = "#ED553B"
+                         ),
                          language = get_AMR_locale(),
                          expand = TRUE,
                          include_PKPD = getOption("AMR_include_PKPD", TRUE),
@@ -634,7 +669,7 @@ autoplot.mic <- function(object,
   meet_criteria(title, allow_class = "character", allow_NULL = TRUE)
   meet_criteria(ylab, allow_class = "character", has_length = 1)
   meet_criteria(xlab, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
@@ -645,6 +680,8 @@ autoplot.mic <- function(object,
     title <- gsub(" +", " ", paste0(title, collapse = " "))
   }
 
+  colours_SIR <- expand_SIR_colours(colours_SIR)
+
   object <- as.mic(object) # make sure that currently implemented MIC levels are used
   x <- plotrange_as_table(object, expand = expand)
   cols_sub <- plot_colours_subtitle_guideline(
@@ -664,12 +701,14 @@ autoplot.mic <- function(object,
   colnames(df) <- c("mic", "count")
   df$cols <- cols_sub$cols
   df$cols[df$cols == colours_SIR[1]] <- "(S) Susceptible"
-  df$cols[df$cols == colours_SIR[2]] <- paste("(I)", plot_name_of_I(cols_sub$guideline))
-  df$cols[df$cols == colours_SIR[3]] <- "(R) Resistant"
+  df$cols[df$cols == colours_SIR[2]] <- "(SDD) Susceptible dose-dependent"
+  df$cols[df$cols == colours_SIR[3]] <- paste("(I)", plot_name_of_I(cols_sub$guideline))
+  df$cols[df$cols == colours_SIR[4]] <- "(R) Resistant"
   df$cols <- factor(translate_into_language(df$cols, language = language),
     levels = translate_into_language(
       c(
         "(S) Susceptible",
+        "(SDD) Susceptible dose-dependent",
         paste("(I)", plot_name_of_I(cols_sub$guideline)),
         "(R) Resistant"
       ),
@@ -683,10 +722,10 @@ autoplot.mic <- function(object,
     vals <- c(
       "(S) Susceptible" = colours_SIR[1],
       "(SDD) Susceptible dose-dependent" = colours_SIR[2],
-      "(I) Susceptible, incr. exp." = colours_SIR[2],
-      "(I) Intermediate" = colours_SIR[2],
-      "(R) Resistant" = colours_SIR[3],
-      "(NI) Non-interpretable" = "grey"
+      "(I) Susceptible, incr. exp." = colours_SIR[3],
+      "(I) Intermediate" = colours_SIR[3],
+      "(R) Resistant" = colours_SIR[4],
+      "(NI) Non-interpretable" = "grey30"
     )
     names(vals) <- translate_into_language(names(vals), language = language)
     p <- p +
@@ -708,7 +747,8 @@ autoplot.mic <- function(object,
 
 #' @method fortify mic
 #' @noRd
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, mic)
 fortify.mic <- function(object, ...) {
   object <- as.mic(object) # make sure that currently implemented MIC levels are used
   stats::setNames(
@@ -729,7 +769,12 @@ plot.disk <- function(x,
                       mo = NULL,
                       ab = NULL,
                       guideline = getOption("AMR_guideline", "EUCAST"),
-                      colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                      colours_SIR = c(
+                        S = "#3CAEA3",
+                        SDD = "#8FD6C4",
+                        I = "#F6D55C",
+                        R = "#ED553B"
+                      ),
                       language = get_AMR_locale(),
                       expand = TRUE,
                       include_PKPD = getOption("AMR_include_PKPD", TRUE),
@@ -741,14 +786,12 @@ plot.disk <- function(x,
   meet_criteria(mo, allow_class = c("mo", "character"), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = c("ab", "character"), allow_NULL = TRUE)
   meet_criteria(guideline, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
-  if (length(colours_SIR) == 1) {
-    colours_SIR <- rep(colours_SIR, 3)
-  }
   main <- gsub(" +", " ", paste0(main, collapse = " "))
+  colours_SIR <- expand_SIR_colours(colours_SIR)
 
   x <- plotrange_as_table(x, expand = expand)
   cols_sub <- plot_colours_subtitle_guideline(
@@ -781,12 +824,16 @@ plot.disk <- function(x,
   if (any(colours_SIR %in% cols_sub$cols)) {
     legend_txt <- character(0)
     legend_col <- character(0)
-    if (any(cols_sub$cols == colours_SIR[3] & cols_sub$count > 0)) {
+    if (any(cols_sub$cols == colours_SIR[4] & cols_sub$count > 0)) {
       legend_txt <- "(R) Resistant"
-      legend_col <- colours_SIR[3]
+      legend_col <- colours_SIR[4]
+    }
+    if (any(cols_sub$cols == colours_SIR[3] & cols_sub$count > 0)) {
+      legend_txt <- c(legend_txt, paste("(I)", plot_name_of_I(cols_sub$guideline)))
+      legend_col <- c(legend_col, colours_SIR[3])
     }
     if (any(cols_sub$cols == colours_SIR[2] & cols_sub$count > 0)) {
-      legend_txt <- c(legend_txt, paste("(I)", plot_name_of_I(cols_sub$guideline)))
+      legend_txt <- c(legend_txt, "(SDD) Susceptible dose-dependent")
       legend_col <- c(legend_col, colours_SIR[2])
     }
     if (any(cols_sub$cols == colours_SIR[1] & cols_sub$count > 0)) {
@@ -816,7 +863,12 @@ barplot.disk <- function(height,
                          mo = NULL,
                          ab = NULL,
                          guideline = getOption("AMR_guideline", "EUCAST"),
-                         colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                         colours_SIR = c(
+                           S = "#3CAEA3",
+                           SDD = "#8FD6C4",
+                           I = "#F6D55C",
+                           R = "#ED553B"
+                         ),
                          language = get_AMR_locale(),
                          expand = TRUE,
                          ...) {
@@ -826,7 +878,7 @@ barplot.disk <- function(height,
   meet_criteria(mo, allow_class = c("mo", "character"), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = c("ab", "character"), allow_NULL = TRUE)
   meet_criteria(guideline, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
@@ -847,7 +899,8 @@ barplot.disk <- function(height,
 
 #' @method autoplot disk
 #' @rdname plot
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, disk)
 autoplot.disk <- function(object,
                           mo = NULL,
                           ab = NULL,
@@ -855,7 +908,12 @@ autoplot.disk <- function(object,
                           ylab = translate_AMR("Frequency", language = language),
                           xlab = translate_AMR("Disk diffusion diameter (mm)", language = language),
                           guideline = getOption("AMR_guideline", "EUCAST"),
-                          colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                          colours_SIR = c(
+                            S = "#3CAEA3",
+                            SDD = "#8FD6C4",
+                            I = "#F6D55C",
+                            R = "#ED553B"
+                          ),
                           language = get_AMR_locale(),
                           expand = TRUE,
                           include_PKPD = getOption("AMR_include_PKPD", TRUE),
@@ -868,7 +926,7 @@ autoplot.disk <- function(object,
   meet_criteria(mo, allow_class = c("mo", "character"), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = c("ab", "character"), allow_NULL = TRUE)
   meet_criteria(guideline, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
@@ -879,6 +937,8 @@ autoplot.disk <- function(object,
     title <- gsub(" +", " ", paste0(title, collapse = " "))
   }
 
+  colours_SIR <- expand_SIR_colours(colours_SIR)
+
   x <- plotrange_as_table(object, expand = expand)
   cols_sub <- plot_colours_subtitle_guideline(
     x = x,
@@ -896,10 +956,10 @@ autoplot.disk <- function(object,
   df <- as.data.frame(x, stringsAsFactors = TRUE)
   colnames(df) <- c("disk", "count")
   df$cols <- cols_sub$cols
-
   df$cols[df$cols == colours_SIR[1]] <- "(S) Susceptible"
-  df$cols[df$cols == colours_SIR[2]] <- paste("(I)", plot_name_of_I(cols_sub$guideline))
-  df$cols[df$cols == colours_SIR[3]] <- "(R) Resistant"
+  df$cols[df$cols == colours_SIR[2]] <- "(SDD) Susceptible dose-dependent"
+  df$cols[df$cols == colours_SIR[3]] <- paste("(I)", plot_name_of_I(cols_sub$guideline))
+  df$cols[df$cols == colours_SIR[4]] <- "(R) Resistant"
   df$cols <- factor(translate_into_language(df$cols, language = language),
     levels = translate_into_language(
       c(
@@ -917,10 +977,10 @@ autoplot.disk <- function(object,
     vals <- c(
       "(S) Susceptible" = colours_SIR[1],
       "(SDD) Susceptible dose-dependent" = colours_SIR[2],
-      "(I) Susceptible, incr. exp." = colours_SIR[2],
-      "(I) Intermediate" = colours_SIR[2],
-      "(R) Resistant" = colours_SIR[3],
-      "(NI) Non-interpretable" = "grey"
+      "(I) Susceptible, incr. exp." = colours_SIR[3],
+      "(I) Intermediate" = colours_SIR[3],
+      "(R) Resistant" = colours_SIR[4],
+      "(NI) Non-interpretable" = "grey30"
     )
     names(vals) <- translate_into_language(names(vals), language = language)
     p <- p +
@@ -942,7 +1002,8 @@ autoplot.disk <- function(object,
 
 #' @method fortify disk
 #' @noRd
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, disk)
 fortify.disk <- function(object, ...) {
   stats::setNames(
     as.data.frame(plotrange_as_table(object, expand = FALSE)),
@@ -1020,22 +1081,26 @@ barplot.sir <- function(height,
                         main = deparse(substitute(height)),
                         xlab = translate_AMR("Antimicrobial Interpretation", language = language),
                         ylab = translate_AMR("Frequency", language = language),
-                        colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                        colours_SIR = c(
+                          S = "#3CAEA3",
+                          SDD = "#8FD6C4",
+                          I = "#F6D55C",
+                          R = "#ED553B"
+                        ),
                         language = get_AMR_locale(),
                         expand = TRUE,
                         ...) {
   meet_criteria(xlab, allow_class = "character", has_length = 1)
   meet_criteria(main, allow_class = "character", has_length = 1, allow_NULL = TRUE)
   meet_criteria(ylab, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
   language <- validate_language(language)
   meet_criteria(expand, allow_class = "logical", has_length = 1)
 
-  if (length(colours_SIR) == 1) {
-    colours_SIR <- rep(colours_SIR, 3)
-  }
+  colours_SIR <- expand_SIR_colours(colours_SIR)
+
   # add SDD and N to colours
-  colours_SIR <- c(colours_SIR[1:2], colours_SIR[2], colours_SIR[3], "#888888")
+  colours_SIR <- c(colours_SIR, "grey30")
   main <- gsub(" +", " ", paste0(main, collapse = " "))
 
   x <- table(height)
@@ -1055,19 +1120,25 @@ barplot.sir <- function(height,
 
 #' @method autoplot sir
 #' @rdname plot
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, sir)
 autoplot.sir <- function(object,
                          title = deparse(substitute(object)),
                          xlab = translate_AMR("Antimicrobial Interpretation", language = language),
                          ylab = translate_AMR("Frequency", language = language),
-                         colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B"),
+                         colours_SIR = c(
+                           S = "#3CAEA3",
+                           SDD = "#8FD6C4",
+                           I = "#F6D55C",
+                           R = "#ED553B"
+                         ),
                          language = get_AMR_locale(),
                          ...) {
   stop_ifnot_installed("ggplot2")
   meet_criteria(title, allow_class = "character", allow_NULL = TRUE)
   meet_criteria(ylab, allow_class = "character", has_length = 1)
   meet_criteria(xlab, allow_class = "character", has_length = 1)
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
 
   if ("main" %in% names(list(...))) {
     title <- list(...)$main
@@ -1076,9 +1147,7 @@ autoplot.sir <- function(object,
     title <- gsub(" +", " ", paste0(title, collapse = " "))
   }
 
-  if (length(colours_SIR) == 1) {
-    colours_SIR <- rep(colours_SIR, 3)
-  }
+  colours_SIR <- expand_SIR_colours(colours_SIR)
 
   df <- as.data.frame(table(object), stringsAsFactors = TRUE)
   colnames(df) <- c("x", "n")
@@ -1090,9 +1159,9 @@ autoplot.sir <- function(object,
       values = c(
         "S" = colours_SIR[1],
         "SDD" = colours_SIR[2],
-        "I" = colours_SIR[2],
-        "R" = colours_SIR[3],
-        "NI" = "#888888"
+        "I" = colours_SIR[3],
+        "R" = colours_SIR[4],
+        "NI" = "grey30"
       ),
       limits = force
     ) +
@@ -1102,7 +1171,8 @@ autoplot.sir <- function(object,
 
 #' @method fortify sir
 #' @noRd
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, sir)
 fortify.sir <- function(object, ...) {
   stats::setNames(
     as.data.frame(table(object)),
@@ -1217,9 +1287,9 @@ plot_colours_subtitle_guideline <- function(x, mo, ab, guideline, colours_SIR, f
     cols[is.na(sir)] <- "#BEBEBE"
     cols[sir == "S"] <- colours_SIR[1]
     cols[sir == "SDD"] <- colours_SIR[2]
-    cols[sir == "I"] <- colours_SIR[2]
-    cols[sir == "R"] <- colours_SIR[3]
-    cols[sir == "NI"] <- "#888888"
+    cols[sir == "I"] <- colours_SIR[3]
+    cols[sir == "R"] <- colours_SIR[4]
+    cols[sir == "NI"] <- "grey30"
     sub <- bquote(.(abname) ~ "-" ~ italic(.(moname)) ~ .(guideline_txt))
   } else {
     cols <- "#BEBEBE"
@@ -1278,10 +1348,15 @@ scale_y_percent <- function(breaks = function(x) seq(0, max(x, na.rm = TRUE), 0.
 #' @export
 scale_sir_colours <- function(...,
                               aesthetics,
-                              colours_SIR = c("#3CAEA3", "#F6D55C", "#ED553B")) {
+                              colours_SIR = c(
+                                S = "#3CAEA3",
+                                SDD = "#8FD6C4",
+                                I = "#F6D55C",
+                                R = "#ED553B"
+                              )) {
   stop_ifnot_installed("ggplot2")
   meet_criteria(aesthetics, allow_class = "character", is_in = c("alpha", "colour", "color", "fill", "linetype", "shape", "size"))
-  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3))
+  meet_criteria(colours_SIR, allow_class = "character", has_length = c(1, 3, 4))
 
   if ("fill" %in% aesthetics && message_not_thrown_before("scale_sir_colours", "fill", entire_session = TRUE)) {
     warning_("Using `scale_sir_colours()` for the `fill` aesthetic has been superseded by `scale_fill_sir()`, please use that instead. This warning will be shown once per session.")
@@ -1290,67 +1365,48 @@ scale_sir_colours <- function(...,
     warning_("Using `scale_sir_colours()` for the `colour` aesthetic has been superseded by `scale_colour_sir()`, please use that instead. This warning will be shown once per session.")
   }
 
-  if (length(colours_SIR) == 1) {
-    colours_SIR <- rep(colours_SIR, 3)
-  }
-  # behaviour until AMR pkg v1.5.0 and also when coming from ggplot_sir()
   if ("colours" %in% names(list(...))) {
-    original_cols <- c(
-      S = colours_SIR[1],
-      SI = colours_SIR[1],
-      I = colours_SIR[2],
-      IR = colours_SIR[3],
-      R = colours_SIR[3]
-    )
-    colours <- replace(original_cols, names(list(...)$colours), list(...)$colours)
+    colours_SIR <- list(...)$colours
+  }
+
+  colours_SIR <- expand_SIR_colours(colours_SIR, unname = FALSE)
+
+  # behaviour when coming from ggplot_sir()
+  if ("colours" %in% names(list(...))) {
     # limits = force is needed in ggplot2 3.3.4 and 3.3.5, see here;
     # https://github.com/tidyverse/ggplot2/issues/4511#issuecomment-866185530
-    return(ggplot2::scale_fill_manual(values = colours, limits = force, aesthetics = aesthetics))
+    return(ggplot2::scale_fill_manual(values = colours_SIR, limits = force, aesthetics = aesthetics))
   }
   if (identical(unlist(list(...)), FALSE)) {
     return(invisible())
   }
 
-  names_susceptible <- c(
-    "S", "SI", "IS", "S+I", "I+S", "susceptible", "Susceptible",
-    unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Susceptible"),
-      "replacement",
-      drop = TRUE
-    ])
-  )
+  colours_SIR <- unname(colours_SIR)
+
+  names_susceptible <- c("S", "SI", "IS", "S+I", "I+S", "susceptible", "Susceptible")
+  names_susceptible_dose_dep <- c("SDD", "susceptible dose-dependent", "Susceptible dose-dependent")
   names_incr_exposure <- c(
     "I", "intermediate", "increased exposure", "incr. exposure",
-    "Increased exposure", "Incr. exposure", "Susceptible, incr. exp.",
-    unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Intermediate"),
-      "replacement",
-      drop = TRUE
-    ]),
-    unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Susceptible, incr. exp."),
-      "replacement",
-      drop = TRUE
-    ])
-  )
-  names_resistant <- c(
-    "R", "IR", "RI", "R+I", "I+R", "resistant", "Resistant",
-    unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Resistant"),
-      "replacement",
-      drop = TRUE
-    ])
+    "Increased exposure", "Incr. exposure", "Susceptible, incr. exp."
   )
+  names_resistant <- c("R", "IR", "RI", "R+I", "I+R", "resistant", "Resistant")
 
   susceptible <- rep(colours_SIR[1], length(names_susceptible))
   names(susceptible) <- names_susceptible
-  incr_exposure <- rep(colours_SIR[2], length(names_incr_exposure))
+  susceptible_dose_dep <- rep(colours_SIR[2], length(names_susceptible_dose_dep))
+  names(susceptible_dose_dep) <- names_susceptible_dose_dep
+  incr_exposure <- rep(colours_SIR[3], length(names_incr_exposure))
   names(incr_exposure) <- names_incr_exposure
-  resistant <- rep(colours_SIR[3], length(names_resistant))
+  resistant <- rep(colours_SIR[4], length(names_resistant))
   names(resistant) <- names_resistant
 
-  original_cols <- c(susceptible, incr_exposure, resistant)
+  original_cols <- c(susceptible, susceptible_dose_dep, incr_exposure, resistant)
   dots <- c(...)
-  # replace S, I, R as colours: scale_sir_colours(mydatavalue = "S")
+  # replace S, SDD, I, R as colours: scale_sir_colours(mydatavalue = "S")
   dots[dots == "S"] <- colours_SIR[1]
-  dots[dots == "I"] <- colours_SIR[2]
-  dots[dots == "R"] <- colours_SIR[3]
+  dots[dots == "SDD"] <- colours_SIR[2]
+  dots[dots == "I"] <- colours_SIR[3]
+  dots[dots == "R"] <- colours_SIR[4]
   cols <- replace(original_cols, names(dots), dots)
   # limits = force is needed in ggplot2 3.3.4 and 3.3.5, see here;
   # https://github.com/tidyverse/ggplot2/issues/4511#issuecomment-866185530
@@ -1429,3 +1485,39 @@ labels_sir_count <- function(position = NULL,
     }
   )
 }
+
+expand_SIR_colours <- function(colours_SIR, unname = TRUE) {
+  sir_order <- c("S", "SDD", "I", "R", "SI", "IR")
+
+  if (is.null(names(colours_SIR))) {
+    if (length(colours_SIR) == 1) {
+      colours_SIR <- rep(colours_SIR, 4)
+    } else if (length(colours_SIR) == 3) {
+      # old method for AMR < 3.0.1 which allowed for 3 colours
+      # fill in green for SDD as extra colour
+      colours_SIR <- c(colours_SIR[1], colours_SIR[1], colours_SIR[2], colours_SIR[3])
+    }
+    if (length(colours_SIR) == 4) {
+      # add colours for SI (same as S) and IR (same as R)
+      colours_SIR <- c(colours_SIR[1:4], colours_SIR[1], colours_SIR[4])
+    }
+    names(colours_SIR) <- sir_order
+  } else {
+    # named input: match and reorder
+    stop_ifnot(
+      all(names(colours_SIR) %in% sir_order),
+      "Unknown names in `colours_SIR`. Expected any of: ", vector_or(levels(NA_sir_), quotes = FALSE, sort = FALSE), "."
+    )
+    if (length(colours_SIR) == 4) {
+      # add colours for SI (same as S) and IR (same as R)
+      colours_SIR <- c(colours_SIR[1:4], SI = unname(colours_SIR[1]), IR = unname(colours_SIR[4]))
+    }
+    colours_SIR <- colours_SIR[sir_order]
+  }
+
+  if (unname) {
+    colours_SIR <- unname(colours_SIR)
+  }
+
+  return(colours_SIR)
+}

R/proportion.R

@@ -237,7 +237,7 @@ resistance <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -255,7 +255,7 @@ susceptibility <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -283,7 +283,7 @@ sir_confidence_interval <- function(...,
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
   n <- tryCatch(
     sir_calc(...,
@@ -291,7 +291,7 @@ sir_confidence_interval <- function(...,
       only_all_tested = only_all_tested,
       only_count = TRUE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 
   if (x == 0) {
@@ -347,7 +347,7 @@ proportion_R <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -365,7 +365,7 @@ proportion_IR <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -383,7 +383,7 @@ proportion_I <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -401,7 +401,7 @@ proportion_SI <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -419,7 +419,7 @@ proportion_S <- function(...,
       only_all_tested = only_all_tested,
       only_count = FALSE
     ),
-    error = function(e) stop_(gsub("in sir_calc(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }
 
@@ -443,6 +443,6 @@ proportion_df <- function(data,
       combine_SI = combine_SI,
       confidence_level = confidence_level
     ),
-    error = function(e) stop_(gsub("in sir_calc_df(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc_df(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }

R/random.R

@@ -31,13 +31,17 @@
 #'
 #' These functions can be used for generating random MIC values and disk diffusion diameters, for AMR data analysis practice. By providing a microorganism and antimicrobial drug, the generated results will reflect reality as much as possible.
 #' @param size Desired size of the returned vector. If used in a [data.frame] call or `dplyr` verb, will get the current (group) size if left blank.
-#' @param mo Any [character] that can be coerced to a valid microorganism code with [as.mo()].
+#' @param mo Any [character] that can be coerced to a valid microorganism code with [as.mo()]. Can be the same length as `size`.
 #' @param ab Any [character] that can be coerced to a valid antimicrobial drug code with [as.ab()].
 #' @param prob_SIR A vector of length 3: the probabilities for "S" (1st value), "I" (2nd value) and "R" (3rd value).
+#' @param skew Direction of skew for MIC or disk values, either `"right"` or `"left"`. A left-skewed distribution has the majority of the data on the right.
+#' @param severity Skew severity; higher values will increase the skewedness. Default is `2`; use `0` to prevent skewedness.
 #' @param ... Ignored, only in place to allow future extensions.
-#' @details The base \R function [sample()] is used for generating values.
-#'
-#' Generated values are based on the EUCAST `r max(as.integer(gsub("[^0-9]", "", subset(clinical_breakpoints, guideline %like% "EUCAST")$guideline)))` guideline as implemented in the [clinical_breakpoints] data set. To create specific generated values per bug or drug, set the `mo` and/or `ab` argument.
+#' @details
+#' Internally, MIC and disk zone values are sampled based on clinical breakpoints defined in the [clinical_breakpoints] data set. To create specific generated values per bug or drug, set the `mo` and/or `ab` argument. The MICs are sampled on a log2 scale and disks linearly, using weighted probabilities. The weights are based on the `skew` and `severity` arguments:
+#' * `skew = "right"` places more emphasis on lower MIC or higher disk values.
+#' * `skew = "left"` places more emphasis on higher MIC or lower disk values.
+#' * `severity` controls the exponential bias applied.
 #' @return class `mic` for [random_mic()] (see [as.mic()]) and class `disk` for [random_disk()] (see [as.disk()])
 #' @name random
 #' @rdname random
@@ -47,8 +51,13 @@
 #' random_disk(25)
 #' random_sir(25)
 #'
+#' # add more skewedness, make more realistic by setting a bug and/or drug:
+#' disks <- random_disk(100, severity = 2, mo = "Escherichia coli", ab = "CIP")
+#' plot(disks)
+#' # `plot()` and `ggplot2::autoplot()` allow for coloured bars if `mo` and `ab` are set
+#' plot(disks, mo = "Escherichia coli", ab = "CIP", guideline = "CLSI 2025")
+#'
 #' \donttest{
-#' # make the random generation more realistic by setting a bug and/or drug:
 #' random_mic(25, "Klebsiella pneumoniae") # range 0.0625-64
 #' random_mic(25, "Klebsiella pneumoniae", "meropenem") # range 0.0625-16
 #' random_mic(25, "Streptococcus pneumoniae", "meropenem") # range 0.0625-4
@@ -57,26 +66,61 @@
 #' random_disk(25, "Klebsiella pneumoniae", "ampicillin") # range 11-17
 #' random_disk(25, "Streptococcus pneumoniae", "ampicillin") # range 12-27
 #' }
-random_mic <- function(size = NULL, mo = NULL, ab = NULL, ...) {
+random_mic <- function(size = NULL, mo = NULL, ab = NULL, skew = "right", severity = 1, ...) {
   meet_criteria(size, allow_class = c("numeric", "integer"), has_length = 1, is_positive = TRUE, is_finite = TRUE, allow_NULL = TRUE)
-  meet_criteria(mo, allow_class = "character", has_length = 1, allow_NULL = TRUE)
+  meet_criteria(mo, allow_class = "character", has_length = c(1, size), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = "character", has_length = 1, allow_NULL = TRUE)
+  meet_criteria(skew, allow_class = "character", is_in = c("right", "left"), has_length = 1)
+  meet_criteria(severity, allow_class = c("numeric", "integer"), has_length = 1, is_positive_or_zero = TRUE, is_finite = TRUE)
+
   if (is.null(size)) {
     size <- NROW(get_current_data(arg_name = "size", call = -3))
   }
-  random_exec("MIC", size = size, mo = mo, ab = ab)
+  if (length(mo) > 1) {
+    out <- rep(NA_mic_, length(size))
+    p <- progress_ticker(n = length(unique(mo)), n_min = 10, title = "Generating random MIC values")
+    for (mo_ in unique(mo)) {
+      p$tick()
+      out[which(mo == mo_)] <- random_exec("MIC", size = sum(mo == mo_), mo = mo_, ab = ab, skew = skew, severity = severity)
+    }
+    out <- as.mic(out, keep_operators = "none")
+    if (stats::runif(1) > 0.5 && length(unique(out)) > 1) {
+      out[out == min(out)] <- paste0("<=", out[out == min(out)])
+    }
+    if (stats::runif(1) > 0.5 && length(unique(out)) > 1) {
+      out[out == max(out) & out %unlike% "<="] <- paste0(">=", out[out == max(out) & out %unlike% "<="])
+    }
+
+    return(out)
+  } else {
+    random_exec("MIC", size = size, mo = mo, ab = ab, skew = skew, severity = severity)
+  }
 }
 
 #' @rdname random
 #' @export
-random_disk <- function(size = NULL, mo = NULL, ab = NULL, ...) {
+random_disk <- function(size = NULL, mo = NULL, ab = NULL, skew = "left", severity = 1, ...) {
   meet_criteria(size, allow_class = c("numeric", "integer"), has_length = 1, is_positive = TRUE, is_finite = TRUE, allow_NULL = TRUE)
-  meet_criteria(mo, allow_class = "character", has_length = 1, allow_NULL = TRUE)
+  meet_criteria(mo, allow_class = "character", has_length = c(1, size), allow_NULL = TRUE)
   meet_criteria(ab, allow_class = "character", has_length = 1, allow_NULL = TRUE)
+  meet_criteria(skew, allow_class = "character", is_in = c("right", "left"), has_length = 1)
+  meet_criteria(severity, allow_class = c("numeric", "integer"), has_length = 1, is_positive_or_zero = TRUE, is_finite = TRUE)
+
   if (is.null(size)) {
     size <- NROW(get_current_data(arg_name = "size", call = -3))
   }
-  random_exec("DISK", size = size, mo = mo, ab = ab)
+  if (length(mo) > 1) {
+    out <- rep(NA_mic_, length(size))
+    p <- progress_ticker(n = length(unique(mo)), n_min = 10, title = "Generating random MIC values")
+    for (mo_ in unique(mo)) {
+      p$tick()
+      out[which(mo == mo_)] <- random_exec("DISK", size = sum(mo == mo_), mo = mo_, ab = ab, skew = skew, severity = severity)
+    }
+    out <- as.disk(out)
+    return(out)
+  } else {
+    random_exec("DISK", size = size, mo = mo, ab = ab, skew = skew, severity = severity)
+  }
 }
 
 #' @rdname random
@@ -90,78 +134,60 @@ random_sir <- function(size = NULL, prob_SIR = c(0.33, 0.33, 0.33), ...) {
   sample(as.sir(c("S", "I", "R")), size = size, replace = TRUE, prob = prob_SIR)
 }
 
-random_exec <- function(method_type, size, mo = NULL, ab = NULL) {
-  df <- AMR::clinical_breakpoints %pm>%
-    pm_filter(guideline %like% "EUCAST") %pm>%
-    pm_arrange(pm_desc(guideline)) %pm>%
-    subset(guideline == max(guideline) &
-      method == method_type &
-      type == "human")
+
+random_exec <- function(method_type, size, mo = NULL, ab = NULL, skew = "right", severity = 1) {
+  df <- AMR::clinical_breakpoints %pm>% subset(method == method_type & type == "human")
 
   if (!is.null(mo)) {
-    mo_coerced <- as.mo(mo)
-    mo_include <- c(
-      mo_coerced,
-      as.mo(mo_genus(mo_coerced)),
-      as.mo(mo_family(mo_coerced)),
-      as.mo(mo_order(mo_coerced))
-    )
-    df_new <- df %pm>%
-      subset(mo %in% mo_include)
-    if (nrow(df_new) > 0) {
-      df <- df_new
-    } else {
-      warning_("in `random_", tolower(method_type), "()`: no rows found that match mo '", mo, "', ignoring argument `mo`")
-    }
+    mo_coerced <- as.mo(mo, info = FALSE)
+    mo_include <- c(mo_coerced, as.mo(mo_genus(mo_coerced)), as.mo(mo_family(mo_coerced)), as.mo(mo_order(mo_coerced)))
+    df_new <- df %pm>% subset(mo %in% mo_include)
+    if (nrow(df_new) > 0) df <- df_new
   }
 
   if (!is.null(ab)) {
     ab_coerced <- as.ab(ab)
-    df_new <- df %pm>%
-      subset(ab %in% ab_coerced)
-    if (nrow(df_new) > 0) {
-      df <- df_new
-    } else {
-      warning_("in `random_", tolower(method_type), "()`: no rows found that match ab '", ab, "' (", ab_name(ab_coerced, tolower = TRUE, language = NULL), "), ignoring argument `ab`")
-    }
+    df_new <- df %pm>% subset(ab %in% ab_coerced)
+    if (nrow(df_new) > 0) df <- df_new
   }
 
   if (method_type == "MIC") {
-    # set range
-    mic_range <- c(0.001, 0.002, 0.005, 0.010, 0.025, 0.0625, 0.125, 0.250, 0.5, 1, 2, 4, 8, 16, 32, 64, 128, 256)
+    lowest_mic <- min(df$breakpoint_S, na.rm = TRUE)
+    lowest_mic <- log2(lowest_mic) + sample(c(-3:2), 1)
+    lowest_mic <- 2^lowest_mic
+    highest_mic <- max(df$breakpoint_R, na.rm = TRUE)
+    highest_mic <- log2(highest_mic) + sample(c(-3:1), 1)
+    highest_mic <- max(lowest_mic * 2, 2^highest_mic)
 
-    # get highest/lowest +/- random 1 to 3 higher factors of two
-    max_range <- mic_range[min(
-      length(mic_range),
-      which(mic_range == max(df$breakpoint_R[!is.na(df$breakpoint_R)], na.rm = TRUE)) + sample(c(1:3), 1)
-    )]
-    min_range <- mic_range[max(
-      1,
-      which(mic_range == min(df$breakpoint_S, na.rm = TRUE)) - sample(c(1:3), 1)
-    )]
-
-    mic_range_new <- mic_range[mic_range <= max_range & mic_range >= min_range]
-    if (length(mic_range_new) == 0) {
-      mic_range_new <- mic_range
-    }
-    out <- as.mic(sample(mic_range_new, size = size, replace = TRUE))
-    # 50% chance that lowest will get <= and highest will get >=
+    out <- skewed_values(COMMON_MIC_VALUES, size = size, min = lowest_mic, max = highest_mic, skew = skew, severity = severity)
     if (stats::runif(1) > 0.5 && length(unique(out)) > 1) {
       out[out == min(out)] <- paste0("<=", out[out == min(out)])
     }
     if (stats::runif(1) > 0.5 && length(unique(out)) > 1) {
-      out[out == max(out)] <- paste0(">=", out[out == max(out)])
+      out[out == max(out) & out %unlike% "<="] <- paste0(">=", out[out == max(out) & out %unlike% "<="])
     }
-    return(out)
+    return(as.mic(out))
   } else if (method_type == "DISK") {
-    set_range <- seq(
-      from = as.integer(min(df$breakpoint_R[!is.na(df$breakpoint_R)], na.rm = TRUE) / 1.25),
-      to = as.integer(max(df$breakpoint_S, na.rm = TRUE) * 1.25),
+    disk_range <- seq(
+      from = floor(min(df$breakpoint_R[!is.na(df$breakpoint_R)], na.rm = TRUE) / 1.25),
+      to = ceiling(max(df$breakpoint_S[df$breakpoint_S != 50], na.rm = TRUE) * 1.25),
       by = 1
     )
-    out <- sample(set_range, size = size, replace = TRUE)
-    out[out < 6] <- sample(c(6:10), length(out[out < 6]), replace = TRUE)
-    out[out > 50] <- sample(c(40:50), length(out[out > 50]), replace = TRUE)
+    disk_range <- disk_range[disk_range >= 6 & disk_range <= 50]
+    out <- skewed_values(disk_range, size = size, min = min(disk_range), max = max(disk_range), skew = skew, severity = severity)
     return(as.disk(out))
   }
 }
+
+skewed_values <- function(values, size, min, max, skew = c("right", "left"), severity = 1) {
+  skew <- match.arg(skew)
+  range_vals <- values[values >= min & values <= max]
+  if (length(range_vals) < 2) range_vals <- values
+  ranks <- seq_along(range_vals)
+  weights <- switch(skew,
+    right = rev(ranks)^severity,
+    left = ranks^severity
+  )
+  weights <- weights / sum(weights)
+  sample(range_vals, size = size, replace = TRUE, prob = weights)
+}

R/resistance_predict.R

@@ -401,7 +401,8 @@ ggplot_sir_predict <- function(x,
 
 #' @method autoplot resistance_predict
 #' @rdname resistance_predict
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::autoplot, resistance_predict)
 autoplot.resistance_predict <- function(object,
                                         main = paste("Resistance Prediction of", x_name),
                                         ribbon = TRUE,
@@ -414,7 +415,8 @@ autoplot.resistance_predict <- function(object,
 
 #' @method fortify resistance_predict
 #' @noRd
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(ggplot2::fortify, resistance_predict)
 fortify.resistance_predict <- function(model, data, ...) {
   as.data.frame(model)
 }

R/sir.R

@@ -59,16 +59,19 @@
 #'
 #' The default `"standard"` setting ensures cautious handling of uncertain values while preserving interpretability. This option can also be set with the package option [`AMR_capped_mic_handling`][AMR-options].
 #' @param add_intrinsic_resistance *(only useful when using a EUCAST guideline)* a [logical] to indicate whether intrinsic antibiotic resistance must also be considered for applicable bug-drug combinations, meaning that e.g. ampicillin will always return "R" in *Klebsiella* species. Determination is based on the [intrinsic_resistant] data set, that itself is based on `r format_eucast_version_nr(3.3)`.
-#' @param substitute_missing_r_breakpoint A [logical] to indicate that a missing clinical breakpoints for R (resistant) must be substituted with R - the default is `FALSE`. Some (especially CLSI) breakpoints only have a breakpoint for S, meaning the outcome can only be `"S"` or `NA`. Setting this to `TRUE` will convert the `NA`s to `"R"` only if the R breakpoint is missing. Can also be set with the package option [`AMR_substitute_missing_r_breakpoint`][AMR-options].
+#' @param substitute_missing_r_breakpoint A [logical] to indicate that a missing clinical breakpoints for R (resistant) must be substituted with R - the default is `FALSE`. Some (especially CLSI) breakpoints only have a breakpoint for S, meaning that the outcome can only be `"S"` or `NA`. Setting this to `TRUE` will convert the `NA`s in these cases to `"R"`. Can also be set with the package option [`AMR_substitute_missing_r_breakpoint`][AMR-options].
 #' @param include_screening A [logical] to indicate that clinical breakpoints for screening are allowed - the default is `FALSE`. Can also be set with the package option [`AMR_include_screening`][AMR-options].
 #' @param include_PKPD A [logical] to indicate that PK/PD clinical breakpoints must be applied as a last resort - the default is `TRUE`. Can also be set with the package option [`AMR_include_PKPD`][AMR-options].
 #' @param breakpoint_type The type of breakpoints to use, either `r vector_or(clinical_breakpoints$type)`. ECOFF stands for Epidemiological Cut-Off values. The default is `"human"`, which can also be set with the package option [`AMR_breakpoint_type`][AMR-options]. If `host` is set to values of veterinary species, this will automatically be set to `"animal"`.
 #' @param host A vector (or column name) with [character]s to indicate the host. Only useful for veterinary breakpoints, as it requires `breakpoint_type = "animal"`. The values can be any text resembling the animal species, even in any of the `r length(LANGUAGES_SUPPORTED)` supported languages of this package. For foreign languages, be sure to set the language with [set_AMR_locale()] (though it will be automatically guessed based on the system language).
+#' @param language Language to convert values set in `host` when using animal breakpoints. Use one of these supported language names or [ISO 639-1 codes](https://en.wikipedia.org/wiki/ISO_639-1): `r vector_or(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`.
 #' @param verbose A [logical] to indicate that all notes should be printed during interpretation of MIC values or disk diffusion values.
 #' @param reference_data A [data.frame] to be used for interpretation, which defaults to the [clinical_breakpoints] data set. Changing this argument allows for using own interpretation guidelines. This argument must contain a data set that is equal in structure to the [clinical_breakpoints] data set (same column names and column types). Please note that the `guideline` argument will be ignored when `reference_data` is manually set.
 #' @param threshold Maximum fraction of invalid antimicrobial interpretations of `x`, see *Examples*.
 #' @param conserve_capped_values Deprecated, use `capped_mic_handling` instead.
-#' @param ... For using on a [data.frame]: names of columns to apply [as.sir()] on (supports tidy selection such as `column1:column4`). Otherwise: arguments passed on to methods.
+#' @param ... For using on a [data.frame]: selection of columns to apply `as.sir()` to. Supports [tidyselect language][tidyselect::starts_with()] such as `where(is.mic)`, `starts_with(...)`, or `column1:column4`, and can thus also be [antimicrobial selectors][amr_selector()] such as `as.sir(df, penicillins())`.
+#'
+#' Otherwise: arguments passed on to methods.
 #' @details
 #' *Note: The clinical breakpoints in this package were validated through, and imported from, [WHONET](https://whonet.org). The public use of this `AMR` package has been endorsed by both CLSI and EUCAST. See [clinical_breakpoints] for more information.*
 #'
@@ -158,9 +161,9 @@
 #'
 #' The function [is.sir()] detects if the input contains class `sir`. If the input is a [data.frame] or [list], it iterates over all columns/items and returns a [logical] vector.
 #'
-#' The base R function [as.double()] can be used to retrieve quantitative values from a `sir` object: `"S"` = 1, `"I"`/`"SDD"` = 2, `"R"` = 3. All other values are rendered `NA` . **Note:** Do not use `as.integer()`, since that (because of how R works internally) will return the factor level indices, and not these aforementioned quantitative values.
+#' The base R function [as.double()] can be used to retrieve quantitative values from a `sir` object: `"S"` = 1, `"I"`/`"SDD"` = 2, `"R"` = 3. All other values are rendered `NA`. **Note:** Do not use `as.integer()`, since that (because of how R works internally) will return the factor level indices, and not these aforementioned quantitative values.
 #'
-#' The function [is_sir_eligible()] returns `TRUE` when a column contains at most 5% invalid antimicrobial interpretations (not S and/or I and/or R and/or NI and/or SDD), and `FALSE` otherwise. The threshold of 5% can be set with the `threshold` argument. If the input is a [data.frame], it iterates over all columns and returns a [logical] vector.
+#' The function [is_sir_eligible()] returns `TRUE` when a column contains at most 5% potentially invalid antimicrobial interpretations, and `FALSE` otherwise. The threshold of 5% can be set with the `threshold` argument. If the input is a [data.frame], it iterates over all columns and returns a [logical] vector.
 #' @section Interpretation of SIR:
 #' In 2019, the European Committee on Antimicrobial Susceptibility Testing (EUCAST) has decided to change the definitions of susceptibility testing categories S, I, and R (<https://www.eucast.org/newsiandr>).
 #'
@@ -182,11 +185,10 @@
 #' @inheritSection AMR Download Our Reference Data
 #' @examples
 #' example_isolates
-#' summary(example_isolates) # see all SIR results at a glance
 #'
-#' # For INTERPRETING disk diffusion and MIC values -----------------------
+#' summary(example_isolates[, 1:10]) # see all SIR results at a glance
 #'
-#' # example data sets, with combined MIC values and disk zones
+#' # create some example data sets, with combined MIC values and disk zones
 #' df_wide <- data.frame(
 #'   microorganism = "Escherichia coli",
 #'   amoxicillin = as.mic(8),
@@ -202,6 +204,11 @@
 #'   disks = as.disk(c(6, 10, 14, 18)),
 #'   guideline = c("EUCAST 2021", "EUCAST 2022", "EUCAST 2023", "EUCAST 2024")
 #' )
+#' # and clean previous SIR interpretation logs
+#' x <- sir_interpretation_history(clean = TRUE)
+#'
+#'
+#' # For INTERPRETING disk diffusion and MIC values -----------------------
 #'
 #' # most basic application:
 #' as.sir(df_wide)
@@ -220,9 +227,12 @@
 #'   df_wide %>% mutate_if(is.mic, as.sir)
 #'   df_wide %>% mutate_if(function(x) is.mic(x) | is.disk(x), as.sir)
 #'   df_wide %>% mutate(across(where(is.mic), as.sir))
+#'
 #'   df_wide %>% mutate_at(vars(amoxicillin:tobra), as.sir)
 #'   df_wide %>% mutate(across(amoxicillin:tobra, as.sir))
 #'
+#'   df_wide %>% mutate(across(aminopenicillins(), as.sir))
+#'
 #'   # approaches that all work with additional arguments:
 #'   df_long %>%
 #'     # given a certain data type, e.g. MIC values
@@ -322,13 +332,6 @@
 #'
 #' ## Using base R ------------------------------------------------
 #'
-#' as.sir(df_wide)
-#'
-#' # return a 'logbook' about the results:
-#' sir_interpretation_history()
-#'
-#' # using parallel computing, which is available in base R
-#' as.sir(df_wide, parallel = TRUE)
 #'
 #' # for single values
 #' as.sir(
@@ -357,6 +360,7 @@
 #'
 #' # as common in R, you can use as.integer() to return factor indices:
 #' as.integer(as.sir(c("S", "SDD", "I", "R", "NI", NA)))
+#'
 #' # but for computational use, as.double() will return 1 for S, 2 for I/SDD, and 3 for R:
 #' as.double(as.sir(c("S", "SDD", "I", "R", "NI", NA)))
 #'
@@ -372,7 +376,7 @@
 #'   example_isolates %>%
 #'     mutate_if(is_sir_eligible, as.sir)
 #'
-#'   # since dplyr 1.0.0, this can also be:
+#'   # since dplyr 1.0.0, this can also be the more impractical:
 #'   # example_isolates %>%
 #'   #   mutate(across(where(is_sir_eligible), as.sir))
 #' }
@@ -381,26 +385,15 @@ as.sir <- function(x, ...) {
   UseMethod("as.sir")
 }
 
-as_sir_structure <- function(x,
-                             guideline = NULL,
-                             mo = NULL,
-                             ab = NULL,
-                             method = NULL,
-                             ref_tbl = NULL,
-                             ref_breakpoints = NULL) {
-  out <- structure(
+as_sir_structure <- function(x) {
+  int <- attr(x, "interpretation_details")
+  structure(
     factor(as.character(unlist(unname(x))),
       levels = c("S", "SDD", "I", "R", "NI"),
       ordered = TRUE
     ),
-    # TODO for #170
-    # guideline = guideline,
-    # mo = mo,
-    # ab = ab,
-    # method = method,
-    # ref_tbl = ref_tbl,
-    # ref_breakpoints = ref_breakpoints,
-    class = c("sir", "ordered", "factor")
+    interpretation_details = int,
+    class = c(if (!is.null(int)) "interpreted_sir" else NULL, "sir", "ordered", "factor")
   )
 }
 
@@ -446,9 +439,9 @@ is_sir_eligible <- function(x, threshold = 0.05) {
   %in% class(x))) {
     # no transformation needed
     return(FALSE)
-  } else if (all(x %in% c("S", "SDD", "I", "R", "NI", NA)) & !all(is.na(x))) {
+  } else if (!all(is.na(x)) && all(x %in% c("S", "SDD", "I", "R", "NI", NA, "s", "sdd", "i", "r", "ni"))) {
     return(TRUE)
-  } else if (!any(c("S", "SDD", "I", "R", "NI") %in% x, na.rm = TRUE) & !all(is.na(x))) {
+  } else if (!all(is.na(x)) && !any(c("S", "SDD", "I", "R", "NI") %in% gsub("([SIR])\\1+", "\\1", gsub("[^A-Z]", "", toupper(unique(x[1:10000])), perl = TRUE), perl = TRUE), na.rm = TRUE)) {
     return(FALSE)
   } else {
     x <- x[!is.na(x) & !is.null(x) & !x %in% c("", "-", "NULL")]
@@ -613,6 +606,7 @@ as.sir.mic <- function(x,
                        include_PKPD = getOption("AMR_include_PKPD", TRUE),
                        breakpoint_type = getOption("AMR_breakpoint_type", "human"),
                        host = NULL,
+                       language = get_AMR_locale(),
                        verbose = FALSE,
                        info = interactive(),
                        conserve_capped_values = NULL,
@@ -633,6 +627,7 @@ as.sir.mic <- function(x,
     include_PKPD = include_PKPD,
     breakpoint_type = breakpoint_type,
     host = host,
+    language = language,
     verbose = verbose,
     info = info,
     conserve_capped_values = conserve_capped_values,
@@ -654,6 +649,7 @@ as.sir.disk <- function(x,
                         include_PKPD = getOption("AMR_include_PKPD", TRUE),
                         breakpoint_type = getOption("AMR_breakpoint_type", "human"),
                         host = NULL,
+                        language = get_AMR_locale(),
                         verbose = FALSE,
                         info = interactive(),
                         ...) {
@@ -673,6 +669,7 @@ as.sir.disk <- function(x,
     include_PKPD = include_PKPD,
     breakpoint_type = breakpoint_type,
     host = host,
+    language = language,
     verbose = verbose,
     info = info,
     ...
@@ -680,7 +677,7 @@ as.sir.disk <- function(x,
 }
 
 #' @rdname as.sir
-#' @param parallel A [logical] to indicate if parallel computing must be used, defaults to `FALSE`. This requires no additional packages, as the used `parallel` package is part of base \R. On Windows and on \R < 4.0.0 [parallel::parLapply()] will be used, in all other cases the most efficient [parallel::mclapply()] will be used.
+#' @param parallel A [logical] to indicate if parallel computing must be used, defaults to `FALSE`. This requires no additional packages, as the used `parallel` package is part of base \R. On Windows and on \R < 4.0.0 [parallel::parLapply()] will be used, in all other cases the more efficient [parallel::mclapply()] will be used.
 #' @param max_cores Maximum number of cores to use if `parallel = TRUE`. Use a negative value to subtract that number from the available number of cores, e.g. a value of `-2` on an 8-core machine means that at most 6 cores will be used. Defaults to `-1`. There will never be used more cores than variables to analyse. The available number of cores are detected using [parallelly::availableCores()] if that package is installed, and base \R's [parallel::detectCores()] otherwise.
 #' @export
 as.sir.data.frame <- function(x,
@@ -696,6 +693,7 @@ as.sir.data.frame <- function(x,
                               include_PKPD = getOption("AMR_include_PKPD", TRUE),
                               breakpoint_type = getOption("AMR_breakpoint_type", "human"),
                               host = NULL,
+                              language = get_AMR_locale(),
                               verbose = FALSE,
                               info = interactive(),
                               parallel = FALSE,
@@ -713,12 +711,22 @@ as.sir.data.frame <- function(x,
   meet_criteria(include_PKPD, allow_class = "logical", has_length = 1)
   meet_criteria(breakpoint_type, allow_class = "character", is_in = reference_data$type, has_length = 1)
   meet_criteria(host, allow_class = c("character", "factor"), allow_NULL = TRUE, allow_NA = TRUE)
+  language <- validate_language(language)
   meet_criteria(verbose, allow_class = "logical", has_length = 1)
   meet_criteria(info, allow_class = "logical", has_length = 1)
   meet_criteria(parallel, allow_class = "logical", has_length = 1)
   meet_criteria(max_cores, allow_class = c("numeric", "integer"), has_length = 1)
-
   x.bak <- x
+
+  if (tryCatch(length(list(...)) > 0, error = function(e) TRUE)) {
+    sel <- colnames(pm_select(x, ...))
+  } else {
+    sel <- colnames(x)
+  }
+  if (!is.null(col_mo)) {
+    sel <- sel[sel != col_mo]
+  }
+
   for (i in seq_len(ncol(x))) {
     # don't keep factors, overwriting them is hard
     if (is.factor(x[, i, drop = TRUE])) {
@@ -729,20 +737,20 @@ as.sir.data.frame <- function(x,
   # -- MO
   col_mo.bak <- col_mo
   if (is.null(col_mo)) {
-    col_mo <- search_type_in_df(x = x, type = "mo", info = FALSE)
+    col_mo <- search_type_in_df(x = x, type = "mo", info = info)
   }
 
   # -- host
   if (missing(breakpoint_type) && any(host %in% clinical_breakpoints$host[!clinical_breakpoints$host %in% c("human", "ECOFF")], na.rm = TRUE)) {
     if (isTRUE(info)) message_("Assuming `breakpoint_type = \"animal\"` since `host` contains animal species.")
     breakpoint_type <- "animal"
-  } else if (any(!suppressMessages(convert_host(host)) %in% c("human", "ECOFF"), na.rm = TRUE)) {
+  } else if (any(!suppressMessages(convert_host(host, lang = language)) %in% c("human", "ECOFF"), na.rm = TRUE)) {
     if (isTRUE(info)) message_("Assuming `breakpoint_type = \"animal\"`.")
     breakpoint_type <- "animal"
   }
   if (breakpoint_type == "animal") {
     if (is.null(host)) {
-      host <- search_type_in_df(x = x, type = "host", add_col_prefix = FALSE)
+      host <- search_type_in_df(x = x, type = "host", add_col_prefix = FALSE, info = info)
     } else if (length(host) == 1 && as.character(host) %in% colnames(x)) {
       host <- x[[as.character(host)]]
     }
@@ -753,7 +761,7 @@ as.sir.data.frame <- function(x,
   # -- UTIs
   col_uti <- uti
   if (is.null(col_uti)) {
-    col_uti <- search_type_in_df(x = x, type = "uti", add_col_prefix = FALSE)
+    col_uti <- search_type_in_df(x = x, type = "uti", add_col_prefix = FALSE, info = info)
   }
   if (!is.null(col_uti)) {
     if (is.logical(col_uti)) {
@@ -773,7 +781,7 @@ as.sir.data.frame <- function(x,
     }
   } else {
     # col_uti is still NULL - look for specimen column and make logicals of the urines
-    col_specimen <- suppressMessages(search_type_in_df(x = x, type = "specimen"))
+    col_specimen <- suppressMessages(search_type_in_df(x = x, type = "specimen", info = info))
     if (!is.null(col_specimen)) {
       uti <- x[, col_specimen, drop = TRUE] %like% "urin"
       values <- sort(unique(x[uti, col_specimen, drop = TRUE]))
@@ -798,15 +806,6 @@ as.sir.data.frame <- function(x,
   }
 
   i <- 0
-  if (tryCatch(length(list(...)) > 0, error = function(e) TRUE)) {
-    sel <- colnames(pm_select(x, ...))
-  } else {
-    sel <- colnames(x)
-  }
-  if (!is.null(col_mo)) {
-    sel <- sel[sel != col_mo]
-  }
-
   ab_cols <- colnames(x)[vapply(FUN.VALUE = logical(1), x, function(y) {
     i <<- i + 1
     check <- is.mic(y) | is.disk(y)
@@ -846,7 +845,7 @@ as.sir.data.frame <- function(x,
     stop_if(is.null(col_mo), "`col_mo` must be set")
     # if not null, we already found it, now find again so a message will show
     if (is.null(col_mo.bak)) {
-      col_mo <- search_type_in_df(x = x, type = "mo")
+      col_mo <- search_type_in_df(x = x, type = "mo", info = info)
     }
     x_mo <- as.mo(x[, col_mo, drop = TRUE], info = info)
   }
@@ -854,10 +853,17 @@ as.sir.data.frame <- function(x,
   # set up parallel computing
   n_cores <- get_n_cores(max_cores = max_cores)
   n_cores <- min(n_cores, length(ab_cols)) # never more cores than variables required
-  if (isTRUE(parallel) && .Platform$OS.type != "windows" && getRversion() < "4.0.0") {
-    n_cores <- 1
-    if (isTRUE(info)) {
-      warning("Parallel computing is not available on unix in R < 4.0", call. = FALSE)
+  if (isTRUE(parallel) && (.Platform$OS.type == "windows" || getRversion() < "4.0.0")) {
+    cl <- tryCatch(parallel::makeCluster(n_cores, type = "PSOCK"),
+      error = function(e) {
+        if (isTRUE(info)) {
+          message_("Could not create parallel cluster, using single-core computation. Error message: ", conditionMessage(e), add_fn = font_red)
+        }
+        return(NULL)
+      }
+    )
+    if (is.null(cl)) {
+      n_cores <- 1
     }
   }
 
@@ -959,10 +965,10 @@ as.sir.data.frame <- function(x,
   if (isTRUE(parallel) && n_cores > 1 && length(ab_cols) > 1) {
     if (isTRUE(info)) {
       message()
-      message_("Running in parallel mode using ", n_cores, " out of ", get_n_cores(Inf), " cores, on columns ", vector_and(font_bold(ab_cols, collapse = NULL), quotes = "'", sort = FALSE), "...", as_note = FALSE, appendLF = FALSE, add_fn = font_red)
+      message_("Running in parallel mode using ", n_cores, " out of ", get_n_cores(Inf), " cores, on columns ", vector_and(font_bold(ab_cols, collapse = NULL), quotes = "'", sort = FALSE), "...", as_note = FALSE, appendLF = FALSE)
     }
     if (.Platform$OS.type == "windows" || getRversion() < "4.0.0") {
-      cl <- parallel::makeCluster(n_cores, type = "PSOCK")
+      # `cl` has been created in the part above before the `run_as_sir_column` function
       on.exit(parallel::stopCluster(cl), add = TRUE)
       parallel::clusterExport(cl, varlist = c(
         "x", "x.bak", "x_mo", "ab_cols", "types",
@@ -974,12 +980,13 @@ as.sir.data.frame <- function(x,
       ), envir = environment())
       result_list <- parallel::parLapply(cl, seq_along(ab_cols), run_as_sir_column)
     } else {
+      # R>=4.0 on unix
       result_list <- parallel::mclapply(seq_along(ab_cols), run_as_sir_column, mc.cores = n_cores)
     }
     if (isTRUE(info)) {
-      message_(" Done.", appendLF = TRUE, as_note = FALSE, add_fn = font_red)
+      message_(font_green_bg(" DONE "), as_note = FALSE)
       message()
-      message_("Run `sir_interpretation_history()` to retrieve a logbook with all the details of the breakpoint interpretations.", add_fn = font_green)
+      message_("Run `sir_interpretation_history()` to retrieve a logbook with all details of the breakpoint interpretations.", add_fn = font_green)
     }
   } else {
     # sequential mode (non-parallel)
@@ -1029,38 +1036,43 @@ get_guideline <- function(guideline, reference_data) {
   guideline_param
 }
 
-convert_host <- function(x, lang = get_AMR_locale()) {
+convert_host <- function(x, lang = NULL) {
   x <- gsub("[^a-zA-Z ]", "", trimws2(tolower(as.character(x))), perl = TRUE)
   x_out <- rep(NA_character_, length(x))
   x_out[trimws2(tolower(x)) == "human"] <- "human"
   x_out[trimws2(tolower(x)) == "ecoff"] <- "ecoff"
-  # this order is based on: clinical_breakpoints |> filter(type == "animal") |> count(host, sort = TRUE)
-  x_out[is.na(x_out) & (x %like% "dog|canine|Canis lupus" | x %like% translate_AMR("dog|dogs|canine", lang))] <- "dogs"
-  x_out[is.na(x_out) & (x %like% "cattle|bovine|Bos taurus" | x %like% translate_AMR("cattle|bovine", lang))] <- "cattle"
-  x_out[is.na(x_out) & (x %like% "swine|suida(e)?|Sus scrofa" | x %like% translate_AMR("swine|swines", lang))] <- "swine"
-  x_out[is.na(x_out) & (x %like% "cat|feline|Felis catus" | x %like% translate_AMR("cat|cats|feline", lang))] <- "cats"
-  x_out[is.na(x_out) & (x %like% "horse|equine|Equus ferus" | x %like% translate_AMR("horse|horses|equine", lang))] <- "horse"
-  x_out[is.na(x_out) & (x %like% "aqua|fish|Pisces" | x %like% translate_AMR("aquatic|fish", lang))] <- "aquatic"
-  x_out[is.na(x_out) & (x %like% "bird|chicken|poultry|avia|Gallus gallus" | x %like% translate_AMR("bird|birds|poultry", lang))] <- "poultry"
 
-  # additional animals, not necessarily currently in breakpoint guidelines:
-  x_out[is.na(x_out) & (x %like% "camel|camelid|Camelus dromedarius" | x %like% translate_AMR("camel|camels|camelid", lang))] <- "camels"
-  x_out[is.na(x_out) & (x %like% "deer|cervine|Cervidae" | x %like% translate_AMR("deer|deers|cervine", lang))] <- "deer"
-  x_out[is.na(x_out) & (x %like% "donkey|asinine|Equus africanus" | x %like% translate_AMR("donkey|donkeys|asinine", lang))] <- "donkeys"
-  x_out[is.na(x_out) & (x %like% "ferret|musteline|Mustela putorius" | x %like% translate_AMR("ferret|ferrets|musteline", lang))] <- "ferrets"
-  x_out[is.na(x_out) & (x %like% "goat|caprine|Capra aegagrus" | x %like% translate_AMR("goat|goats|caprine", lang))] <- "goats"
-  x_out[is.na(x_out) & (x %like% "guinea pig|caviine|Cavia porcellus" | x %like% translate_AMR("guinea pig|guinea pigs|caviine", lang))] <- "guinea pigs"
-  x_out[is.na(x_out) & (x %like% "hamster|cricetine|Cricetinae" | x %like% translate_AMR("hamster|hamsters|cricetine", lang))] <- "hamsters"
-  x_out[is.na(x_out) & (x %like% "monkey|simian|Simia" | x %like% translate_AMR("monkey|monkeys|simian", lang))] <- "monkeys"
-  x_out[is.na(x_out) & (x %like% "mouse|murine|Mus musculus" | x %like% translate_AMR("mouse|mice|murine", lang))] <- "mice"
-  x_out[is.na(x_out) & (x %like% "pig|porcine|Sus scrofa" | x %like% translate_AMR("pig|pigs|porcine", lang))] <- "pigs"
-  x_out[is.na(x_out) & (x %like% "rabbit|leporine|Oryctolagus cuniculus" | x %like% translate_AMR("rabbit|rabbits|leporine", lang))] <- "rabbits"
-  x_out[is.na(x_out) & (x %like% "rat|ratine|Rattus" | x %like% translate_AMR("rat|rats|ratine", lang))] <- "rats"
-  x_out[is.na(x_out) & (x %like% "sheep|ovine|Ovis aries" | x %like% translate_AMR("sheep|sheeps|ovine", lang))] <- "sheep"
-  x_out[is.na(x_out) & (x %like% "snake|serpentine|Serpentes" | x %like% translate_AMR("snake|snakes|serpentine", lang))] <- "snakes"
-  x_out[is.na(x_out) & (x %like% "turkey|meleagrine|Meleagris gallopavo" | x %like% translate_AMR("turkey|turkeys|meleagrine", lang))] <- "turkey"
+  # Veterinary breakpoints - matching clinical_breakpoints$host (type == "animal")
+  x_out[is.na(x_out) & (x == "CAN" | x %like% "dog|canine|Canis lupus" | x %like% translate_AMR("dog|dogs|canine", lang))] <- "dogs"
+  x_out[is.na(x_out) & (x == "BOV" | x %like% "cattle|bovine|Bos taurus" | x %like% translate_AMR("cattle|bovine", lang))] <- "cattle"
+  x_out[is.na(x_out) & (x == "POR" | x %like% "swine|suida(e)?|Sus scrofa" | x %like% translate_AMR("swine|swines|porcine", lang))] <- "swine"
+  x_out[is.na(x_out) & (x == "FEL" | x %like% "cat|feline|Felis catus" | x %like% translate_AMR("cat|cats|feline", lang))] <- "cats"
+  x_out[is.na(x_out) & (x == "EQU" | x %like% "horse|equine|Equus ferus" | x %like% translate_AMR("horse|horses|equine", lang))] <- "horse"
+  x_out[is.na(x_out) & (x == "POUL" | x == "AVI" | x %like% "bird|chicken|poultry|avia|Gallus gallus" | x %like% translate_AMR("bird|birds|poultry", lang))] <- "poultry"
+  x_out[is.na(x_out) & (x == "AMP" | x %like% "amphibian|frog|toad" | x %like% translate_AMR("amphibian|frog|toad", lang))] <- "amphibian"
 
+  # Additional animals (not necessarily present in guidelines)
+  x_out[is.na(x_out) & (x == "CAM" | x %like% "camel|camelid|Camelus dromedarius" | x %like% translate_AMR("camel|camels|camelid", lang))] <- "camels"
+  x_out[is.na(x_out) & (x == "CER" | x %like% "deer|cervine|Cervidae" | x %like% translate_AMR("deer|deers|cervine", lang))] <- "deer"
+  x_out[is.na(x_out) & (x == "EQU" | x %like% "donkey|asinine|Equus africanus" | x %like% translate_AMR("donkey|donkeys|asinine", lang))] <- "donkeys"
+  x_out[is.na(x_out) & (x == "ROD" | x %like% "ferret|musteline|Mustela putorius" | x %like% translate_AMR("ferret|ferrets|musteline", lang))] <- "ferrets"
+  x_out[is.na(x_out) & (x == "CAP" | x %like% "goat|caprine|Capra aegagrus" | x %like% translate_AMR("goat|goats|caprine", lang))] <- "goats"
+  x_out[is.na(x_out) & (x == "LAG" | x %like% "rabbit|leporine|Oryctolagus cuniculus" | x %like% translate_AMR("rabbit|rabbits|leporine", lang))] <- "rabbits"
+  x_out[is.na(x_out) & (x == "ROD" | x %like% "guinea pig|caviine|Cavia porcellus" | x %like% translate_AMR("guinea pig|guinea pigs|caviine", lang))] <- "guinea pigs"
+  x_out[is.na(x_out) & (x == "ROD" | x %like% "hamster|cricetine|Cricetinae" | x %like% translate_AMR("hamster|hamsters|cricetine", lang))] <- "hamsters"
+  x_out[is.na(x_out) & (x == "PRI" | x %like% "monkey|simian|Simia" | x %like% translate_AMR("monkey|monkeys|simian", lang))] <- "monkeys"
+  x_out[is.na(x_out) & (x == "ROD" | x %like% "mouse|murine|Mus musculus" | x %like% translate_AMR("mouse|mice|murine", lang))] <- "mice"
+  x_out[is.na(x_out) & (x == "POR" | x %like% "pig|porcine|Sus scrofa" | x %like% translate_AMR("pig|pigs|porcine", lang))] <- "pigs"
+  x_out[is.na(x_out) & (x == "ROD" | x %like% "rat|ratine|Rattus" | x %like% translate_AMR("rat|rats|ratine", lang))] <- "rats"
+  x_out[is.na(x_out) & (x == "OVI" | x %like% "sheep|ovine|Ovis aries" | x %like% translate_AMR("sheep|sheeps|ovine", lang))] <- "sheep"
+  x_out[is.na(x_out) & (x == "REP" | x %like% "snake|serpentine|Serpentes" | x %like% translate_AMR("snake|snakes|serpentine", lang))] <- "snakes"
+  x_out[is.na(x_out) & (x == "AVI" | x %like% "turkey|meleagrine|Meleagris gallopavo" | x %like% translate_AMR("turkey|turkeys|meleagrine", lang))] <- "turkey"
+  x_out[is.na(x_out) & (x == "CET" | x %like% "cetacean|whale|dolphin|porpoise" | x %like% translate_AMR("cetacean|whale|dolphin|porpoise", lang))] <- "cetacean"
+  x_out[is.na(x_out) & (x == "PIN" | x %like% "pinniped|seal|sea lion|walrus" | x %like% translate_AMR("pinniped|seal|sea lion|walrus", lang))] <- "pinniped"
+  x_out[is.na(x_out) & (x == "PAC" | x %like% "pachyderm|elephant|hippopotamus|rhino" | x %like% translate_AMR("pachyderm|elephant|hippopotamus|rhino", lang))] <- "pachyderm"
+  x_out[is.na(x_out) & (x == "MAR" | x %like% "marsupial|kangaroo|koala" | x %like% translate_AMR("marsupial|kangaroo|koala", lang))] <- "marsupial"
 
+  # Standardise label for ECOFFs
   x_out[x_out == "ecoff"] <- "ECOFF"
   x_out
 }
@@ -1080,6 +1092,7 @@ as_sir_method <- function(method_short,
                           include_PKPD,
                           breakpoint_type,
                           host,
+                          language,
                           verbose,
                           info,
                           conserve_capped_values = NULL,
@@ -1102,6 +1115,7 @@ as_sir_method <- function(method_short,
   check_reference_data(reference_data, .call_depth = -2)
   meet_criteria(breakpoint_type, allow_class = "character", is_in = reference_data$type, has_length = 1, .call_depth = -2)
   meet_criteria(host, allow_class = c("character", "factor"), allow_NULL = TRUE, allow_NA = TRUE, .call_depth = -2)
+  language <- validate_language(language)
   meet_criteria(verbose, allow_class = "logical", has_length = 1, .call_depth = -2)
   meet_criteria(info, allow_class = "logical", has_length = 1, .call_depth = -2)
 
@@ -1115,8 +1129,7 @@ as_sir_method <- function(method_short,
   current_sir_interpretation_history <- NROW(AMR_env$sir_interpretation_history)
 
   if (isTRUE(info) && message_not_thrown_before("as.sir", "sir_interpretation_history")) {
-    message()
-    message_("Run `sir_interpretation_history()` afterwards to retrieve a logbook with all the details of the breakpoint interpretations.\n\n", add_fn = font_green)
+    message_("Run `sir_interpretation_history()` afterwards to retrieve a logbook with all details of the breakpoint interpretations.\n\n", add_fn = font_green)
   }
 
   current_df <- tryCatch(get_current_data(NA, 0), error = function(e) NULL)
@@ -1161,7 +1174,7 @@ as_sir_method <- function(method_short,
     }
   }
   host.bak <- host
-  host <- convert_host(host)
+  host <- convert_host(host, lang = language)
   if (any(is.na(host) & !is.na(host.bak)) && isTRUE(info) && message_not_thrown_before("as.sir", "missing_hosts")) {
     warning_("The following animal host(s) could not be coerced: ", vector_and(host.bak[is.na(host) & !is.na(host.bak)]), immediate = TRUE)
     message() # new line
@@ -1200,7 +1213,7 @@ as_sir_method <- function(method_short,
           mo <- NULL
           try(
             {
-              mo <- suppressMessages(search_type_in_df(df, "mo", add_col_prefix = FALSE))
+              mo <- suppressMessages(search_type_in_df(df, "mo", add_col_prefix = FALSE, info = info))
             },
             silent = TRUE
           )
@@ -1236,7 +1249,7 @@ as_sir_method <- function(method_short,
           uti <- NULL
           try(
             {
-              uti <- suppressMessages(search_type_in_df(df, "uti", add_col_prefix = FALSE))
+              uti <- suppressMessages(search_type_in_df(df, "uti", add_col_prefix = FALSE, info = info))
             },
             silent = TRUE
           )
@@ -1372,7 +1385,7 @@ as_sir_method <- function(method_short,
       test_values <- df$values
       test_values_dbl <- as.double(test_values)
       test_values_dbl[test_values %like% "^>[0-9]"] <- test_values_dbl[test_values %like% "^>[0-9]"] + 0.0000001
-      test_values_dbl[test_values %like% "^<[0-9]"] <- test_values_dbl[test_values %like% "^>[0-9]"] - 0.0000001
+      test_values_dbl[test_values %like% "^<[0-9]"] <- test_values_dbl[test_values %like% "^<[0-9]"] - 0.0000001
       test_outcome <- vapply(
         FUN.VALUE = double(1),
         test_values_dbl,
@@ -1441,14 +1454,7 @@ as_sir_method <- function(method_short,
   if (nrow(breakpoints) == 0) {
     # apparently no breakpoints found
     if (isTRUE(info)) {
-      message(
-        paste0(font_rose_bg(" WARNING "), "\n"),
-        font_black(paste0(
-          "  ", AMR_env$bullet_icon, " No ", method_coerced, " breakpoints available for ",
-          suppressMessages(suppressWarnings(ab_name(unique(ab_coerced), language = NULL, tolower = TRUE, info = info))),
-          " (", unique(ab_coerced), ")."
-        ), collapse = "\n")
-      )
+      message(font_grey_bg(font_black(" NO BREAKPOINTS ")))
     }
 
     load_mo_uncertainties(metadata_mo)
@@ -1540,7 +1546,7 @@ as_sir_method <- function(method_short,
       ))
 
     if (breakpoint_type == "animal") {
-      # 2025-03-13 for now, only strictly follow guideline for current host, no extrapolation
+      # 2025-03-13/ for now, only strictly follow guideline for current host, no extrapolation
       breakpoints_current <- breakpoints_current[which(breakpoints_current$host == host_current), , drop = FALSE]
     }
 
@@ -1632,32 +1638,31 @@ as_sir_method <- function(method_short,
         breakpoint_S_R = vectorise_log_entry(NA_character_, length(rows)),
         stringsAsFactors = FALSE
       )
+      attr(new_sir, "interpretation_details") <- out
       out <- subset(out, !is.na(input_given))
       AMR_env$sir_interpretation_history <- rbind_AMR(AMR_env$sir_interpretation_history, out)
       notes <- c(notes, notes_current)
+      df[rows, "result"] <- new_sir
       next
     }
 
-    # sort on host and taxonomic rank
-    # (this will e.g. prefer 'species' breakpoints over 'order' breakpoints)
-    if (is.na(uti_current)) {
-      breakpoints_current <- breakpoints_current %pm>%
-        #  `uti` is a column in the data set
-        # this will put UTI = FALSE first, then UTI = NA, then UTI = TRUE
-        pm_mutate(uti_index = ifelse(!is.na(uti) & uti == FALSE, 1,
-          ifelse(is.na(uti), 2,
-            3
-          )
-        )) %pm>%
-        # be as specific as possible (i.e. prefer species over genus):
-        pm_arrange(rank_index, uti_index)
-    } else if (uti_current == TRUE) {
-      breakpoints_current <- breakpoints_current %pm>%
-        subset(uti == TRUE) %pm>%
-        # be as specific as possible (i.e. prefer species over genus):
-        pm_arrange(rank_index)
+    # if the user explicitly set uti, keep only those rows
+    if (!is.na(uti_current)) {
+      breakpoints_current <- breakpoints_current[breakpoints_current$uti == uti_current, , drop = FALSE]
     }
 
+    # build a helper factor so FALSE < NA < TRUE
+    uti_index <- factor(
+      ifelse(is.na(breakpoints_current$uti), "NA",
+        as.character(breakpoints_current$uti)
+      ),
+      levels = c("FALSE", "NA", "TRUE")
+    )
+
+    # sort on host and taxonomic rank first, then by UTI
+    # (this will e.g. prefer 'species' breakpoints over 'order' breakpoints)
+    breakpoints_current <- breakpoints_current[order(breakpoints_current$rank_index, uti_index), , drop = FALSE]
+
     # throw messages for different body sites
     site <- breakpoints_current[1L, "site", drop = FALSE] # this is the one we'll take
     if (is.na(site)) {
@@ -1669,7 +1674,7 @@ as_sir_method <- function(method_short,
       # only UTI breakpoints available
       notes_current <- paste0(
         notes_current, "\n",
-        paste0("Breakpoints for ", font_bold(ab_formatted), " in ", mo_formatted, " are only available for (uncomplicated) urinary tract infections (UTI); assuming `uti = TRUE`.")
+        paste0("Breakpoints for ", font_bold(ab_formatted), " in ", mo_formatted, " are only available for (uncomplicated) urinary tract infections (UTI) - assuming `uti = TRUE`.")
       )
     } else if (nrow(breakpoints_current) > 1 && length(unique(breakpoints_current$site)) > 1 && any(is.na(uti_current)) && all(c(TRUE, FALSE) %in% breakpoints_current$uti, na.rm = TRUE) && message_not_thrown_before("as.sir", "siteUTI", mo_current, ab_current)) {
       # both UTI and Non-UTI breakpoints available
@@ -1692,7 +1697,7 @@ as_sir_method <- function(method_short,
       new_sir <- rep(as.sir("R"), length(rows))
       notes_current <- paste0(
         notes_current, "\n",
-        paste0("Intrinsic resistance applied for ", ab_formatted, " in ", mo_formatted, "")
+        paste0("Intrinsic resistance applied for ", ab_formatted, " in ", mo_formatted, ".")
       )
     } else if (nrow(breakpoints_current) == 0) {
       # no rules available
@@ -1700,41 +1705,48 @@ as_sir_method <- function(method_short,
     } else {
       # then run the rules
       breakpoints_current <- breakpoints_current[1L, , drop = FALSE]
+      if (breakpoints_current$rank_index > 3) {
+        # we resort to a high-level taxonomic record since there are no breakpoint on genus (rank_index = 3) or lower, so note this
+        notes_current <- paste0(
+          "No genus- or species-level breakpoint available - applying higher taxonomic level instead.\n",
+          notes_current
+        )
+      }
 
       notes_current <- paste0(
         notes_current, "\n",
         ifelse(breakpoints_current$mo == "UNKNOWN" | breakpoints_current$ref_tbl %like% "PK.*PD",
-          "Some PK/PD breakpoints were applied - use `include_PKPD = FALSE` to prevent this",
+          "Some PK/PD breakpoints were applied - use `include_PKPD = FALSE` to prevent this.",
           ""
         ),
         "\n",
         ifelse(breakpoints_current$site %like% "screen" | breakpoints_current$ref_tbl %like% "screen",
-          "Some screening breakpoints were applied - use `include_screening = FALSE` to prevent this",
+          "Some screening breakpoints were applied - use `include_screening = FALSE` to prevent this.",
           ""
         ),
         "\n",
         ifelse(method == "mic" & capped_mic_handling %in% c("conservative", "inverse") & as.character(values_bak) %like% "^[<][0-9]",
-          paste0("MIC values with the operator '<' are all considered 'S' since capped_mic_handling = \"", capped_mic_handling, "\""),
+          paste0("MIC values with the operator '<' are all considered 'S' since capped_mic_handling = \"", capped_mic_handling, "\"."),
           ""
         ),
         "\n",
         ifelse(method == "mic" & capped_mic_handling %in% c("conservative", "inverse") & as.character(values_bak) %like% "^[>][0-9]",
-          paste0("MIC values with the operator '>' are all considered 'R' since capped_mic_handling = \"", capped_mic_handling, "\""),
+          paste0("MIC values with the operator '>' are all considered 'R' since capped_mic_handling = \"", capped_mic_handling, "\"."),
           ""
         ),
         "\n",
         ifelse(method == "mic" & capped_mic_handling %in% c("conservative", "standard") & as.character(values_bak) %like% "^[><]=[0-9]" & as.double(values) > breakpoints_current$breakpoint_S & as.double(values) < breakpoints_current$breakpoint_R,
-          paste0("MIC values within the breakpoint guideline range with the operator '<=' or '>=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\""),
+          paste0("MIC values within the breakpoint guideline range with the operator '<=' or '>=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\"."),
           ""
         ),
         "\n",
         ifelse(method == "mic" & capped_mic_handling %in% c("conservative", "standard") & as.character(values_bak) %like% "^<=[0-9]" & as.double(values) == breakpoints_current$breakpoint_R,
-          paste0("MIC values at the R breakpoint with the operator '<=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\""),
+          paste0("MIC values at the R breakpoint with the operator '<=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\"."),
           ""
         ),
         "\n",
         ifelse(method == "mic" & capped_mic_handling %in% c("conservative", "standard") & as.character(values_bak) %like% "^>=[0-9]" & as.double(values) == breakpoints_current$breakpoint_S,
-          paste0("MIC values at the S breakpoint with the operator '>=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\""),
+          paste0("MIC values at the S breakpoint with the operator '>=' are considered 'NI' (non-interpretable) since capped_mic_handling = \"", capped_mic_handling, "\"."),
           ""
         )
       )
@@ -1744,7 +1756,7 @@ as_sir_method <- function(method_short,
         notes_current <- paste0(
           notes_current, "\n",
           ifelse(!is.na(breakpoints_current$breakpoint_S) & is.na(breakpoints_current$breakpoint_R),
-            "NAs because of missing R breakpoints were substituted with R since substitute_missing_r_breakpoint = TRUE",
+            "NAs because of missing R breakpoints were substituted with R since substitute_missing_r_breakpoint = TRUE.",
             ""
           )
         )
@@ -1783,7 +1795,7 @@ as_sir_method <- function(method_short,
       }
 
       # write to verbose output
-      notes_current <- trimws2(notes_current)
+      notes_current <- gsub("\n\n", "\n", trimws2(notes_current), fixed = TRUE)
       notes_current[notes_current == ""] <- NA_character_
       out <- data.frame(
         # recycling 1 to 2 rows does not always seem to work, which is why vectorise_log_entry() was added
@@ -1806,6 +1818,7 @@ as_sir_method <- function(method_short,
         breakpoint_S_R = vectorise_log_entry(paste0(breakpoints_current[, "breakpoint_S", drop = TRUE], "-", breakpoints_current[, "breakpoint_R", drop = TRUE]), length(rows)),
         stringsAsFactors = FALSE
       )
+      attr(new_sir, "interpretation_details") <- out
       out <- subset(out, !is.na(input_given))
       AMR_env$sir_interpretation_history <- rbind_AMR(AMR_env$sir_interpretation_history, out)
     }
@@ -1829,12 +1842,13 @@ as_sir_method <- function(method_short,
         message(font_yellow_bg(" NOTE "))
       }
       notes <- unique(notes)
-      if (isTRUE(verbose) || length(notes) == 1 || NROW(AMR_env$sir_interpretation_history) == 0) {
+      # if (isTRUE(verbose) || length(notes) == 1 || NROW(AMR_env$sir_interpretation_history) == 0) {
+      if (isTRUE(verbose)) {
         for (i in seq_along(notes)) {
           message(word_wrap("  ", AMR_env$bullet_icon, " ", notes[i], add_fn = font_black))
         }
       } else {
-        message(word_wrap("  ", AMR_env$bullet_icon, " There were multiple notes. Print or View `sir_interpretation_history()` to examine them, or use `as.sir(..., verbose = TRUE)` next time to directly print them here.", add_fn = font_black))
+        # message(word_wrap("  ", AMR_env$bullet_icon, " There were multiple notes. Print or View `sir_interpretation_history()` to examine them, or use `as.sir(..., verbose = TRUE)` next time to directly print them here.", add_fn = font_black))
       }
     } else {
       message(font_green_bg(" OK "))
@@ -1849,19 +1863,33 @@ as_sir_method <- function(method_short,
   new_part <- new_part[order(new_part$index), , drop = FALSE]
   AMR_env$sir_interpretation_history <- rbind_AMR(old_part, new_part)
 
-  df$result
+  as_sir_structure(df$result)
 }
 
 #' @rdname as.sir
+#' @param sir_values SIR values that were interpreted from MIC or disk diffusion values using [as.sir()].
 #' @param clean A [logical] to indicate whether previously stored results should be forgotten after returning the 'logbook' with results.
 #' @export
-sir_interpretation_history <- function(clean = FALSE) {
+sir_interpretation_history <- function(sir_values = NULL, clean = FALSE) {
+  # for AMR v3.0.0 and lower, the first argument was `clean`, so allow `sir_interpretation_history(TRUE)` to keep working
+  if (is.logical(sir_values) && missing(clean)) {
+    clean <- sir_values
+    sir_values <- NULL
+    warning_("For `sir_interpretation_history()`, the `clean` argument is no longer the first argument, please update your code to explicitly state 'clean': `sir_interpretation_history(clean = ", clean, ")`.")
+  }
+  meet_criteria(sir_values, allow_class = "sir", allow_NULL = TRUE)
   meet_criteria(clean, allow_class = "logical", has_length = 1)
-  out <- AMR_env$sir_interpretation_history
-  out$outcome <- as.sir(out$outcome)
-  out$site <- as.character(out$site)
-  if (isTRUE(clean)) {
-    AMR_env$sir_interpretation_history <- AMR_env$sir_interpretation_history[0, , drop = FALSE]
+
+  if (!is.null(sir_values)) {
+    out <- attr(sir_values, "interpretation_details")
+  } else {
+    out <- AMR_env$sir_interpretation_history
+    out <- out[which(!is.na(out$datetime)), , drop = FALSE]
+    out$outcome <- as.sir(out$outcome)
+    out$site <- as.character(out$site)
+    if (isTRUE(clean)) {
+      AMR_env$sir_interpretation_history <- AMR_env$sir_interpretation_history[0, , drop = FALSE]
+    }
   }
   if (pkg_is_available("tibble")) {
     out <- import_fn("as_tibble", "tibble")(out)
@@ -1874,35 +1902,38 @@ sir_interpretation_history <- function(clean = FALSE) {
 #' @noRd
 print.sir_log <- function(x, ...) {
   if (NROW(x) == 0) {
-    message_("No results to print. Run `as.sir()` on MIC values or disk diffusion zones first to print a 'logbook' data set here.")
+    message_("No results to print. First run `as.sir()` on MIC values or disk diffusion zones (or on a `data.frame` containing any of these) to print a 'logbook' data set here.")
     return(invisible(NULL))
   }
   class(x) <- class(x)[class(x) != "sir_log"]
   print(x, ...)
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::pillar_shaft, sir)
 pillar_shaft.sir <- function(x, ...) {
   out <- trimws(format(x))
   if (has_colour()) {
     # colours will anyway not work when has_colour() == FALSE,
     # but then the indentation should also not be applied
     out[is.na(x)] <- font_grey("  NA")
-    out[x == "NI"] <- font_grey_bg("  NI ")
     out[x == "S"] <- font_green_bg("  S  ")
+    out[x == "SDD"] <- font_green_lighter_bg(" SDD ")
     out[x == "I"] <- font_orange_bg("  I  ")
-    out[x == "SDD"] <- font_orange_bg(" SDD ")
     out[x == "R"] <- font_rose_bg("  R  ")
+    out[x == "NI"] <- font_grey_bg(font_black("  NI "))
   }
   create_pillar_column(out, align = "left", width = 5)
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(pillar::type_sum, sir)
 type_sum.sir <- function(x, ...) {
   "sir"
 }
 
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(cleaner::freq, sir)
 freq.sir <- function(x, ...) {
   x_name <- deparse(substitute(x))
   x_name <- gsub(".*[$]", "", x_name)
@@ -1945,8 +1976,8 @@ freq.sir <- function(x, ...) {
   }
 }
 
-
-# will be exported using s3_register() in R/zzz.R
+# this prevents the requirement for putting the dependency in Imports:
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(skimr::get_skimmers, sir)
 get_skimmers.sir <- function(column) {
   # get the variable name 'skim_variable'
   name_call <- function(.data) {
@@ -1982,21 +2013,60 @@ get_skimmers.sir <- function(column) {
 #' @export
 #' @noRd
 print.sir <- function(x, ...) {
-  x_name <- deparse(substitute(x))
   cat("Class 'sir'\n")
-  # TODO for #170
-  # if (!is.null(attributes(x)$guideline) && !all(is.na(attributes(x)$guideline))) {
-  #   cat(font_blue(word_wrap("These values were interpreted using ",
-  #                           font_bold(vector_and(attributes(x)$guideline, quotes = FALSE)),
-  #                           " based on ",
-  #                           vector_and(attributes(x)$method, quotes = FALSE),
-  #                           " values. ",
-  #                           "Use `sir_interpretation_history(", x_name, ")` to return a full logbook.")))
-  #   cat("\n")
-  # }
   print(as.character(x), quote = FALSE)
 }
 
+#' @method print interpreted_sir
+#' @export
+#' @noRd
+print.interpreted_sir <- function(x, ...) {
+  cat("Class 'sir'\n")
+  print(as.character(x), quote = FALSE)
+
+  if (length(x) == 0) {
+    return(invisible())
+  }
+
+  int <- attr(x, "interpretation_details")
+  if (NROW(int) == 0) {
+    if (length(x) == 1) {
+      cat(font_blue(word_wrap("Source data were lost for this interpreted value.")))
+    } else {
+      cat(font_blue(word_wrap("Source data were lost for these interpreted values.")))
+    }
+  } else {
+    relevant_cols <- int[, c("guideline", "method", "ab", "mo"), drop = FALSE]
+    relevant_cols <- unique(relevant_cols)
+    vals1_plural <- ifelse(length(x) == 1, "This value was", "These values were")
+    vals2_plural <- ifelse(length(x) == 1, "value", "values")
+    method_fn <- ifelse(relevant_cols$method == "MIC", "MIC", "disk diffusion")
+    if (NROW(relevant_cols) == 1) {
+      in_host <- ifelse(relevant_cols$host == "human", "", paste0(" in ", relevant_cols$host))
+      cat(font_blue(word_wrap(
+        vals1_plural, " interpreted using ",
+        relevant_cols$guideline,
+        " based on the ",
+        method_fn,
+        " ", vals2_plural, " for ",
+        ab_name(relevant_cols$ab, language = NULL, info = FALSE, tolower = TRUE), " in ",
+        italicise_taxonomy(mo_name(relevant_cols$mo, language = NULL, info = FALSE), type = "ansi"),
+        in_host,
+        "."
+      )))
+    } else {
+      cat(font_blue(word_wrap(
+        vals1_plural, " interpreted using ",
+        vector_and(relevant_cols$guideline, quotes = FALSE),
+        " based on ",
+        vector_and(method_fn, quotes = FALSE),
+        " ", vals2_plural, "."
+      )))
+    }
+    cat(font_blue(word_wrap("\nUse `sir_interpretation_history()` on this object to return a full logbook.\n")))
+  }
+}
+
 
 #' @method as.double sir
 #' @export
@@ -2052,51 +2122,132 @@ summary.sir <- function(object, ...) {
   value
 }
 
+#' @method [ sir
+#' @export
+#' @noRd
+"[.sir" <- function(x, ...) {
+  y <- NextMethod()
+  det <- attr(x, "interpretation_details")
+  if (!is.null(det)) {
+    subset_idx <- seq_along(x)[...]
+    # safer than relying on implicit eval inside NextMethod()
+    attr(y, "interpretation_details") <- det[subset_idx, , drop = FALSE]
+  }
+  y
+}
+#' @method [[ sir
+#' @export
+#' @noRd
+"[[.sir" <- function(x, i, ...) {
+  if (length(i) != 1L) {
+    stop("attempt to select more than one element with [[.", call. = FALSE)
+  }
+  x[i] # calls `[.sir`, ensures attr alignment
+}
+
 #' @method [<- sir
 #' @export
 #' @noRd
 "[<-.sir" <- function(i, j, ..., value) {
   value <- as.sir(value)
   y <- NextMethod()
-  attributes(y) <- attributes(i)
+
+  old_det <- attr(i, "interpretation_details")
+  new_det <- attr(value, "interpretation_details")
+
+  len_y <- length(y)
+
+  # Neither i nor value have details -> do nothing
+  if (is.null(old_det) && is.null(new_det)) {
+    return(y)
+  }
+
+  # Start building full_det as copy of old_det or empty
+  full_det <- if (!is.null(old_det)) old_det else data.frame(row = seq_along(i))
+
+  # Ensure full_det has correct row count and order
+  if (nrow(full_det) != length(i)) {
+    attr(y, "interpretation_details") <- NULL
+    return(y)
+  }
+
+  # Which rows are being assigned?
+  assign_idx <- if (missing(j)) seq_along(i) else j
+  assign_idx <- as.integer(assign_idx)
+
+  # If new_det is missing or too short, fill it
+  if (is.null(new_det)) {
+    new_det <- data.frame(row = assign_idx)
+  } else if (nrow(new_det) != length(value)) {
+    new_det <- data.frame(row = assign_idx)
+  }
+
+  # Add temporary .row to track positions
+  full_det$.row <- seq_len(nrow(full_det))
+  new_det$.row <- assign_idx
+
+  # Replace old rows with new rows
+  full_det <- rbind(
+    subset(full_det, !.row %in% assign_idx),
+    new_det
+  )
+  full_det <- full_det[order(full_det$.row), , drop = FALSE]
+  full_det$.row <- NULL
+
+  # Clean up: ensure right number of rows
+  if (nrow(full_det) == len_y) {
+    attr(y, "interpretation_details") <- full_det
+  } else {
+    attr(y, "interpretation_details") <- NULL
+  }
+
   y
 }
 #' @method [[<- sir
 #' @export
 #' @noRd
 "[[<-.sir" <- function(i, j, ..., value) {
-  value <- as.sir(value)
-  y <- NextMethod()
-  attributes(y) <- attributes(i)
-  y
+  if (!is.null(det) && length(i) == 1 && nrow(det) >= i) {
+    i[j] <- value
+    i
+  } else {
+    NextMethod()
+  }
 }
 #' @method c sir
 #' @export
 #' @noRd
-c.sir <- function(...) {
-  lst <- list(...)
+c.sir <- function(..., recursive = FALSE) {
+  lst <- lapply(
+    list(...),
+    function(x) {
+      list(
+        values = as.character(x),
+        interpretation_details = attr(x, "interpretation_details")
+      )
+    }
+  )
+  x <- unlist(lapply(lst, `[[`, "values"), use.names = FALSE)
+  details <- lapply(lst, `[[`, "interpretation_details")
+  has_details <- vapply(details, is.data.frame, logical(1))
+  if (!any(has_details)) {
+    return(as_sir_structure(x))
+  }
 
-  # TODO for #170
-  # guideline <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$guideline %or% NA_character_)
-  # mo <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$mo %or% NA_character_)
-  # ab <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$ab %or% NA_character_)
-  # method <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$method %or% NA_character_)
-  # ref_tbl <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$ref_tbl %or% NA_character_)
-  # ref_breakpoints <- vapply(FUN.VALUE = character(1), lst, function(x) attributes(x)$ref_breakpoints %or% NA_character_)
+  # Pre-allocate details (no Map, no matrix allocation)
+  combined_details <- do.call(rbind, lapply(seq_along(details), function(i) {
+    d <- details[[i]]
+    if (is.null(d)) {
+      # generate NA rows of correct length, but fast
+      n <- length(details[[i]])
+      as.data.frame(matrix(NA, nrow = n, ncol = 0))
+    } else {
+      d
+    }
+  }))
 
-  out <- as.sir(unlist(lapply(list(...), as.character)))
-
-  # TODO for #170
-  # if (!all(is.na(guideline))) {
-  #   attributes(out)$guideline <- guideline
-  #   attributes(out)$mo <- mo
-  #   attributes(out)$ab <- ab
-  #   attributes(out)$method <- method
-  #   attributes(out)$ref_tbl <- ref_tbl
-  #   attributes(out)$ref_breakpoints <- ref_breakpoints
-  # }
-
-  out
+  attr(x, "interpretation_details") <- combined_details
+  as_sir_structure(x)
 }
 
 #' @method unique sir

R/sir_calc.R

@@ -244,7 +244,7 @@ sir_calc_df <- function(type, # "proportion", "count" or "both"
   translate_ab <- get_translate_ab(translate_ab)
 
   data.bak <- data
-  # select only groups and antimicrobials
+  # select only groups and antibiotics
   if (is_null_or_grouped_tbl(data)) {
     data_has_groups <- TRUE
     groups <- get_group_names(data)
@@ -255,10 +255,12 @@ sir_calc_df <- function(type, # "proportion", "count" or "both"
   }
 
   data <- as.data.frame(data, stringsAsFactors = FALSE)
-  if (isTRUE(combine_SI)) {
-    for (i in seq_len(ncol(data))) {
-      if (is.sir(data[, i, drop = TRUE])) {
-        data[, i] <- as.character(data[, i, drop = TRUE])
+
+  for (i in seq_len(ncol(data))) {
+    # transform SIR columns
+    if (is.sir(data[, i, drop = TRUE])) {
+      data[, i] <- as.character(data[, i, drop = TRUE])
+      if (isTRUE(combine_SI)) {
         if ("SDD" %in% data[, i, drop = TRUE] && message_not_thrown_before("sir_calc_df", combine_SI, entire_session = TRUE)) {
           message_("Note that `sir_calc_df()` will also count dose-dependent susceptibility, 'SDD', as 'SI' when `combine_SI = TRUE`. This note will be shown once for this session.", as_note = FALSE)
         }
@@ -364,7 +366,7 @@ sir_calc_df <- function(type, # "proportion", "count" or "both"
   } else {
     # don't use as.sir() here, as it would add the class 'sir' and we would like
     # the same data structure as output, regardless of input
-    if (out$value[out$interpretation == "SDD"] > 0) {
+    if (any(out$value[out$interpretation == "SDD"] > 0, na.rm = TRUE)) {
       out$interpretation <- factor(out$interpretation, levels = c("S", "SDD", "I", "R"), ordered = TRUE)
     } else {
       out$interpretation <- factor(out$interpretation, levels = c("S", "I", "R"), ordered = TRUE)

R/sir_df.R

@@ -47,6 +47,6 @@ sir_df <- function(data,
       combine_SI = combine_SI,
       confidence_level = confidence_level
     ),
-    error = function(e) stop_(gsub("in sir_calc_df(): ", "", e$message, fixed = TRUE), call = -5)
+    error = function(e) stop_(gsub("in sir_calc_df(): ", "", conditionMessage(e), fixed = TRUE), call = -5)
   )
 }

R/tidymodels.R

@@ -0,0 +1,265 @@
+#' AMR Extensions for Tidymodels
+#'
+#' This family of functions allows using AMR-specific data types such as `<mic>` and `<sir>` inside `tidymodels` pipelines.
+#' @inheritParams recipes::step_center
+#' @details
+#' You can read more in our online [AMR with tidymodels introduction](https://amr-for-r.org/articles/AMR_with_tidymodels.html).
+#'
+#' Tidyselect helpers include:
+#' - [all_mic()] and [all_mic_predictors()] to select `<mic>` columns
+#' - [all_sir()] and [all_sir_predictors()] to select `<sir>` columns
+#'
+#' Pre-processing pipeline steps include:
+#' - [step_mic_log2()] to convert MIC columns to numeric (via `as.numeric()`) and apply a log2 transform, to be used with [all_mic_predictors()]
+#' - [step_sir_numeric()] to convert SIR columns to numeric (via `as.numeric()`), to be used with [all_sir_predictors()]: `"S"` = 1, `"I"`/`"SDD"` = 2, `"R"` = 3. All other values are rendered `NA`. Keep this in mind for further processing, especially if the model does not allow for `NA` values.
+#'
+#' These steps integrate with `recipes::recipe()` and work like standard preprocessing steps. They are useful for preparing data for modelling, especially with classification models.
+#' @seealso [recipes::recipe()], [as.mic()], [as.sir()]
+#' @name amr-tidymodels
+#' @keywords internal
+#' @export
+#' @examples
+#' if (require("tidymodels")) {
+#'
+#'   # The below approach formed the basis for this paper: DOI 10.3389/fmicb.2025.1582703
+#'   # Presence of ESBL genes was predicted based on raw MIC values.
+#'
+#'
+#'   # example data set in the AMR package
+#'   esbl_isolates
+#'
+#'   # Prepare a binary outcome and convert to ordered factor
+#'   data <- esbl_isolates %>%
+#'     mutate(esbl = factor(esbl, levels = c(FALSE, TRUE), ordered = TRUE))
+#'
+#'   # Split into training and testing sets
+#'   split <- initial_split(data)
+#'   training_data <- training(split)
+#'   testing_data <- testing(split)
+#'
+#'   # Create and prep a recipe with MIC log2 transformation
+#'   mic_recipe <- recipe(esbl ~ ., data = training_data) %>%
+#'
+#'     # Optionally remove non-predictive variables
+#'     remove_role(genus, old_role = "predictor") %>%
+#'
+#'     # Apply the log2 transformation to all MIC predictors
+#'     step_mic_log2(all_mic_predictors()) %>%
+#'
+#'     # And apply the preparation steps
+#'     prep()
+#'
+#'   # View prepped recipe
+#'   mic_recipe
+#'
+#'   # Apply the recipe to training and testing data
+#'   out_training <- bake(mic_recipe, new_data = NULL)
+#'   out_testing <- bake(mic_recipe, new_data = testing_data)
+#'
+#'   # Fit a logistic regression model
+#'   fitted <- logistic_reg(mode = "classification") %>%
+#'     set_engine("glm") %>%
+#'     fit(esbl ~ ., data = out_training)
+#'
+#'   # Generate predictions on the test set
+#'   predictions <- predict(fitted, out_testing) %>%
+#'     bind_cols(out_testing)
+#'
+#'   # Evaluate predictions using standard classification metrics
+#'   our_metrics <- metric_set(accuracy, kap, ppv, npv)
+#'   metrics <- our_metrics(predictions, truth = esbl, estimate = .pred_class)
+#'
+#'   # Show performance
+#'   metrics
+#' }
+all_mic <- function() {
+  x <- tidymodels_amr_select(levels(NA_mic_))
+  names(x)
+}
+
+#' @rdname amr-tidymodels
+#' @export
+all_mic_predictors <- function() {
+  x <- tidymodels_amr_select(levels(NA_mic_))
+  intersect(x, recipes::has_role("predictor"))
+}
+
+#' @rdname amr-tidymodels
+#' @export
+all_sir <- function() {
+  x <- tidymodels_amr_select(levels(NA_sir_))
+  names(x)
+}
+
+#' @rdname amr-tidymodels
+#' @export
+all_sir_predictors <- function() {
+  x <- tidymodels_amr_select(levels(NA_sir_))
+  intersect(x, recipes::has_role("predictor"))
+}
+
+#' @rdname amr-tidymodels
+#' @export
+step_mic_log2 <- function(
+    recipe,
+    ...,
+    role = NA,
+    trained = FALSE,
+    columns = NULL,
+    skip = FALSE,
+    id = recipes::rand_id("mic_log2")) {
+  recipes::add_step(
+    recipe,
+    step_mic_log2_new(
+      terms = rlang::enquos(...),
+      role = role,
+      trained = trained,
+      columns = columns,
+      skip = skip,
+      id = id
+    )
+  )
+}
+
+step_mic_log2_new <- function(terms, role, trained, columns, skip, id) {
+  recipes::step(
+    subclass = "mic_log2",
+    terms = terms,
+    role = role,
+    trained = trained,
+    columns = columns,
+    skip = skip,
+    id = id
+  )
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::prep, step_mic_log2)
+prep.step_mic_log2 <- function(x, training, info = NULL, ...) {
+  col_names <- recipes::recipes_eval_select(x$terms, training, info)
+  recipes::check_type(training[, col_names], types = "ordered")
+  step_mic_log2_new(
+    terms = x$terms,
+    role = x$role,
+    trained = TRUE,
+    columns = col_names,
+    skip = x$skip,
+    id = x$id
+  )
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::bake, step_mic_log2)
+bake.step_mic_log2 <- function(object, new_data, ...) {
+  recipes::check_new_data(object$columns, object, new_data)
+  for (col in object$columns) {
+    new_data[[col]] <- log2(as.numeric(as.mic(new_data[[col]])))
+  }
+  new_data
+}
+
+#' @export
+print.step_mic_log2 <- function(x, width = max(20, options()$width - 35), ...) {
+  title <- "Log2 transformation of MIC columns"
+  recipes::print_step(x$columns, x$terms, x$trained, title, width)
+  invisible(x)
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::tidy, step_mic_log2)
+tidy.step_mic_log2 <- function(x, ...) {
+  if (recipes::is_trained(x)) {
+    res <- tibble::tibble(terms = x$columns)
+  } else {
+    res <- tibble::tibble(terms = recipes::sel2char(x$terms))
+  }
+  res$id <- x$id
+  res
+}
+
+#' @rdname amr-tidymodels
+#' @export
+step_sir_numeric <- function(
+    recipe,
+    ...,
+    role = NA,
+    trained = FALSE,
+    columns = NULL,
+    skip = FALSE,
+    id = recipes::rand_id("sir_numeric")) {
+  recipes::add_step(
+    recipe,
+    step_sir_numeric_new(
+      terms = rlang::enquos(...),
+      role = role,
+      trained = trained,
+      columns = columns,
+      skip = skip,
+      id = id
+    )
+  )
+}
+
+step_sir_numeric_new <- function(terms, role, trained, columns, skip, id) {
+  recipes::step(
+    subclass = "sir_numeric",
+    terms = terms,
+    role = role,
+    trained = trained,
+    columns = columns,
+    skip = skip,
+    id = id
+  )
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::prep, step_sir_numeric)
+prep.step_sir_numeric <- function(x, training, info = NULL, ...) {
+  col_names <- recipes::recipes_eval_select(x$terms, training, info)
+  recipes::check_type(training[, col_names], types = "ordered")
+  step_sir_numeric_new(
+    terms = x$terms,
+    role = x$role,
+    trained = TRUE,
+    columns = col_names,
+    skip = x$skip,
+    id = x$id
+  )
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::bake, step_sir_numeric)
+bake.step_sir_numeric <- function(object, new_data, ...) {
+  recipes::check_new_data(object$columns, object, new_data)
+  for (col in object$columns) {
+    new_data[[col]] <- as.numeric(as.sir(new_data[[col]]))
+  }
+  new_data
+}
+
+#' @export
+print.step_sir_numeric <- function(x, width = max(20, options()$width - 35), ...) {
+  title <- "Numeric transformation of SIR columns"
+  recipes::print_step(x$columns, x$terms, x$trained, title, width)
+  invisible(x)
+}
+
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(recipes::tidy, step_sir_numeric)
+tidy.step_sir_numeric <- function(x, ...) {
+  if (recipes::is_trained(x)) {
+    res <- tibble::tibble(terms = x$columns)
+  } else {
+    res <- tibble::tibble(terms = recipes::sel2char(x$terms))
+  }
+  res$id <- x$id
+  res
+}
+
+tidymodels_amr_select <- function(check_vector) {
+  df <- get_current_data()
+  ind <- which(
+    vapply(
+      FUN.VALUE = logical(1),
+      df,
+      function(x) all(x %in% c(check_vector, NA), na.rm = TRUE) & any(x %in% check_vector),
+      USE.NAMES = TRUE
+    ),
+    useNames = TRUE
+  )
+  ind
+}

R/translate.R

@@ -31,7 +31,7 @@
 #'
 #' For language-dependent output of `AMR` functions, such as [mo_name()], [mo_gramstain()], [mo_type()] and [ab_name()].
 #' @param x Text to translate.
-#' @param language Language to choose. Use one of these supported language names or ISO-639-1 codes: `r vector_or(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`.
+#' @param language Language to choose. Use one of these supported language names or [ISO 639-1 codes](https://en.wikipedia.org/wiki/ISO_639-1): `r vector_or(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`.
 #' @details The currently `r length(LANGUAGES_SUPPORTED)` supported languages are `r vector_and(paste0(sapply(LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]), " (" , LANGUAGES_SUPPORTED, ")"), quotes = FALSE, sort = FALSE)`. All these languages have translations available for all antimicrobial drugs and colloquial microorganism names.
 #'
 #' To permanently silence the once-per-session language note on a non-English operating system, you can set the package option [`AMR_locale`][AMR-options] in your `.Rprofile` file like this:
@@ -75,7 +75,7 @@
 #' ab_name("Ciprofloxacin")
 #' mo_name("Coagulase-negative Staphylococcus (CoNS)")
 #'
-#' # set_AMR_locale() understands endonyms, English exonyms, and ISO-639-1:
+#' # set_AMR_locale() understands endonyms, English exonyms, and ISO 639-1:
 #' set_AMR_locale("Deutsch")
 #' set_AMR_locale("German")
 #' set_AMR_locale("de")
@@ -152,7 +152,7 @@ validate_language <- function(language, extra_txt = character(0)) {
   }
   lang <- find_language(language[1], fallback = FALSE)
   stop_ifnot(length(lang) > 0 && lang %in% LANGUAGES_SUPPORTED,
-    "unsupported language for AMR package", extra_txt, ": \"", language, "\". Use one of these language names or ISO-639-1 codes: ",
+    "unsupported language for AMR package", extra_txt, ": \"", language, "\". Use one of these language names or ISO 639-1 codes: ",
     paste0('"', vapply(FUN.VALUE = character(1), LANGUAGES_SUPPORTED_NAMES, function(x) x[[1]]),
       '" ("', LANGUAGES_SUPPORTED, '")',
       collapse = ", "
@@ -193,7 +193,7 @@ translate_into_language <- function(from,
                                     only_unknown = FALSE,
                                     only_affect_ab_names = FALSE,
                                     only_affect_mo_names = FALSE) {
-  # get ISO-639-1 of language
+  # get ISO 639-1 of language
   lang <- validate_language(language)
   if (lang == "en") {
     # don' translate
@@ -203,7 +203,25 @@ translate_into_language <- function(from,
   df_trans <- TRANSLATIONS # internal data file
   from.bak <- from
   from_unique <- unique(from)
-  from_unique_translated <- from_unique
+  from_split_combined <- function(vec) {
+    sapply(vec, function(x) {
+      if (grepl("/", x, fixed = TRUE)) {
+        parts <- strsplit(x, "/", fixed = TRUE)[[1]]
+        # Translate each part separately
+        translated_parts <- translate_into_language(
+          parts,
+          language = lang,
+          only_unknown = only_unknown,
+          only_affect_ab_names = only_affect_ab_names,
+          only_affect_mo_names = only_affect_mo_names
+        )
+        paste(translated_parts, collapse = "/")
+      } else {
+        x
+      }
+    }, USE.NAMES = FALSE)
+  }
+  from_unique_translated <- from_split_combined(from_unique)
 
   # only keep lines where translation is available for this language
   df_trans <- df_trans[which(!is.na(df_trans[, lang, drop = TRUE])), , drop = FALSE]
@@ -240,6 +258,11 @@ translate_into_language <- function(from,
     return(from)
   }
 
+  if (only_affect_ab_names == TRUE) {
+    df_trans$pattern[df_trans$regular_expr == TRUE] <- paste0(df_trans$pattern[df_trans$regular_expr == TRUE], "$")
+    df_trans$pattern[df_trans$regular_expr == TRUE] <- gsub("$$", "$", df_trans$pattern[df_trans$regular_expr == TRUE], fixed = TRUE)
+  }
+
   lapply(
     # starting with longest pattern, since more general translations are shorter, such as 'Group'
     order(nchar(df_trans$pattern), decreasing = TRUE),

R/vctrs.R

@@ -30,10 +30,70 @@
 # These are all S3 implementations for the vctrs package,
 # that is used internally by tidyverse packages such as dplyr.
 # They are to convert AMR-specific classes to bare characters and integers.
-# All of them will be exported using s3_register() in R/zzz.R when loading the package.
 
 # see https://github.com/tidyverse/dplyr/issues/5955 why this is required
 
+# LIST ALL EXPORTS
+# this prevents the requirement for putting `vctrs` as a the dependency in Imports
+
+# (NOTE 2024-02-22 this is the right way - it should be 2 '.'-separated S3 classes in the second argument)
+# S3: amr_selector
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, character.amr_selector)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, amr_selector.character)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.amr_selector)
+# S3: amr_selector_any_all
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, logical.amr_selector_any_all)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, amr_selector_any_all.logical)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, logical.amr_selector_any_all)
+# S3: ab
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, ab.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, ab.ab)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.ab)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, ab.character)
+# S3: av
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, av.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, av.av)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.av)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, av.character)
+# S3: mo
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mo.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mo.mo)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.mo)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mo.character)
+# S3: disk
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype_full, disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype_abbr, disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, disk.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, disk.disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, integer.disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.integer)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, double.disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.double)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.disk)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, disk.character)
+# S3: mic
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mic.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, mic.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, double.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, integer.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, factor.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.character)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.double)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.integer)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.factor)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, mic.mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_math, mic)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_arith, mic)
+# S3: sir
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, sir.default)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, sir.sir)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_ptype2, character.sir)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, character.sir)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, sir.character)
+#' @rawNamespace if(getRversion() >= "3.0.0") S3method(vctrs::vec_cast, sir.sir)
+
 # S3: amr_selector ----
 # this does not need a .default method since it's used internally only
 vec_ptype2.character.amr_selector <- function(x, y, ...) {

R/zz_deprecated.R

@@ -35,10 +35,35 @@
 #' @rdname AMR-deprecated
 NULL
 
-#' @rdname AMR-deprecated
-#' @usage NULL
+.amr_deprecation_warn <- function() {
+  deprecation_warning(old = "antibiotics", new = "antimicrobials", is_dataset = TRUE)
+  invisible(NULL)
+}
 #' @export
-"antibiotics"
+`[.deprecated_amr_dataset` <- function(x, ...) {
+  .amr_deprecation_warn()
+  NextMethod("[")
+}
+#' @export
+`[[.deprecated_amr_dataset` <- function(x, ...) {
+  .amr_deprecation_warn()
+  NextMethod("[[")
+}
+#' @export
+`$.deprecated_amr_dataset` <- function(x, name) {
+  .amr_deprecation_warn()
+  NextMethod("$")
+}
+#' @export
+print.deprecated_amr_dataset <- function(x, ...) {
+  .amr_deprecation_warn()
+  NextMethod("print")
+}
+#' @export
+as.data.frame.deprecated_amr_dataset <- function(x, ...) {
+  .amr_deprecation_warn()
+  NextMethod("as.data.frame")
+}
 
 # REMEMBER to search for `deprecation_warning` in the package code to find all instances.
 # currently deprecated arguments at least:

R/zzz.R

@@ -94,106 +94,6 @@ AMR_env$cli_abort <- import_fn("cli_abort", "cli", error_on_fail = FALSE)
 AMR_env$cross_icon <- if (isTRUE(base::l10n_info()$`UTF-8`)) "\u00d7" else "x"
 
 .onLoad <- function(libname, pkgname) {
-  # Support for tibble headers (type_sum) and tibble columns content (pillar_shaft)
-  # without the need to depend on other packages. This was suggested by the
-  # developers of the vctrs package:
-  # https://github.com/r-lib/vctrs/blob/05968ce8e669f73213e3e894b5f4424af4f46316/R/register-s3.R
-  s3_register("pillar::pillar_shaft", "ab")
-  s3_register("pillar::pillar_shaft", "av")
-  s3_register("pillar::pillar_shaft", "mo")
-  s3_register("pillar::pillar_shaft", "sir")
-  s3_register("pillar::pillar_shaft", "mic")
-  s3_register("pillar::pillar_shaft", "disk")
-  # no type_sum of disk, that's now in vctrs::vec_ptype_full
-  s3_register("pillar::type_sum", "ab")
-  s3_register("pillar::type_sum", "av")
-  s3_register("pillar::type_sum", "mo")
-  s3_register("pillar::type_sum", "sir")
-  s3_register("pillar::type_sum", "mic")
-  s3_register("pillar::tbl_sum", "antibiogram")
-  s3_register("pillar::tbl_format_footer", "antibiogram")
-  # Support for frequency tables from the cleaner package
-  s3_register("cleaner::freq", "mo")
-  s3_register("cleaner::freq", "sir")
-  # Support for skim() from the skimr package
-  if (pkg_is_available("skimr", min_version = "2.0.0")) {
-    s3_register("skimr::get_skimmers", "mo")
-    s3_register("skimr::get_skimmers", "sir")
-    s3_register("skimr::get_skimmers", "mic")
-    s3_register("skimr::get_skimmers", "disk")
-  }
-  # Support for autoplot() from the ggplot2 package
-  s3_register("ggplot2::autoplot", "sir")
-  s3_register("ggplot2::autoplot", "mic")
-  s3_register("ggplot2::autoplot", "disk")
-  s3_register("ggplot2::autoplot", "resistance_predict")
-  s3_register("ggplot2::autoplot", "antibiogram")
-  # Support for fortify from the ggplot2 package
-  s3_register("ggplot2::fortify", "sir")
-  s3_register("ggplot2::fortify", "mic")
-  s3_register("ggplot2::fortify", "disk")
-  # Support for knitr (R Markdown/Quarto)
-  s3_register("knitr::knit_print", "antibiogram")
-  s3_register("knitr::knit_print", "formatted_bug_drug_combinations")
-  # Support vctrs package for use in e.g. dplyr verbs
-  # (NOTE 2024-02-22 this is the right way - it should be 2 '.'-separated S3 classes in the second argument)
-  # S3: amr_selector
-  s3_register("vctrs::vec_ptype2", "character.amr_selector")
-  s3_register("vctrs::vec_ptype2", "amr_selector.character")
-  s3_register("vctrs::vec_cast", "character.amr_selector")
-  # S3: amr_selector_any_all
-  s3_register("vctrs::vec_ptype2", "logical.amr_selector_any_all")
-  s3_register("vctrs::vec_ptype2", "amr_selector_any_all.logical")
-  s3_register("vctrs::vec_cast", "logical.amr_selector_any_all")
-  # S3: ab
-  s3_register("vctrs::vec_ptype2", "ab.default")
-  s3_register("vctrs::vec_ptype2", "ab.ab")
-  s3_register("vctrs::vec_cast", "character.ab")
-  s3_register("vctrs::vec_cast", "ab.character")
-  # S3: av
-  s3_register("vctrs::vec_ptype2", "av.default")
-  s3_register("vctrs::vec_ptype2", "av.av")
-  s3_register("vctrs::vec_cast", "character.av")
-  s3_register("vctrs::vec_cast", "av.character")
-  # S3: mo
-  s3_register("vctrs::vec_ptype2", "mo.default")
-  s3_register("vctrs::vec_ptype2", "mo.mo")
-  s3_register("vctrs::vec_cast", "character.mo")
-  s3_register("vctrs::vec_cast", "mo.character")
-  # S3: disk
-  s3_register("vctrs::vec_ptype_full", "disk")
-  s3_register("vctrs::vec_ptype_abbr", "disk")
-  s3_register("vctrs::vec_ptype2", "disk.default")
-  s3_register("vctrs::vec_ptype2", "disk.disk")
-  s3_register("vctrs::vec_cast", "disk.disk")
-  s3_register("vctrs::vec_cast", "integer.disk")
-  s3_register("vctrs::vec_cast", "disk.integer")
-  s3_register("vctrs::vec_cast", "double.disk")
-  s3_register("vctrs::vec_cast", "disk.double")
-  s3_register("vctrs::vec_cast", "character.disk")
-  s3_register("vctrs::vec_cast", "disk.character")
-  # S3: mic
-  s3_register("vctrs::vec_ptype2", "mic.default")
-  s3_register("vctrs::vec_ptype2", "mic.mic")
-  s3_register("vctrs::vec_cast", "character.mic")
-  s3_register("vctrs::vec_cast", "double.mic")
-  s3_register("vctrs::vec_cast", "integer.mic")
-  s3_register("vctrs::vec_cast", "factor.mic")
-  s3_register("vctrs::vec_cast", "mic.character")
-  s3_register("vctrs::vec_cast", "mic.double")
-  s3_register("vctrs::vec_cast", "mic.integer")
-  s3_register("vctrs::vec_cast", "mic.factor")
-  s3_register("vctrs::vec_cast", "mic.mic")
-  s3_register("vctrs::vec_math", "mic")
-  s3_register("vctrs::vec_arith", "mic")
-  # S3: sir
-  s3_register("vctrs::vec_ptype2", "sir.default")
-  s3_register("vctrs::vec_ptype2", "sir.sir")
-  s3_register("vctrs::vec_ptype2", "character.sir")
-  s3_register("vctrs::vec_cast", "character.sir")
-  s3_register("vctrs::vec_cast", "sir.character")
-  s3_register("vctrs::vec_cast", "sir.sir")
-
   # if mo source exists, fire it up (see mo_source())
   if (tryCatch(file.exists(getOption("AMR_mo_source", "~/mo_source.rds")), error = function(e) FALSE)) {
     try(invisible(get_mo_source()), silent = TRUE)
@@ -210,14 +110,6 @@ AMR_env$cross_icon <- if (isTRUE(base::l10n_info()$`UTF-8`)) "\u00d7" else "x"
     AB_LOOKUP <- create_AB_AV_lookup(AMR::antimicrobials)
   }
 
-  # deprecated antibiotics data set
-  makeActiveBinding("antibiotics", function() {
-    if (interactive()) {
-      deprecation_warning(old = "antibiotics", new = "antimicrobials", is_dataset = TRUE)
-    }
-    AMR::antimicrobials
-  }, env = asNamespace(pkgname))
-
   AMR_env$AB_lookup <- cbind(AMR::antimicrobials, AB_LOOKUP)
   AMR_env$AV_lookup <- cbind(AMR::antivirals, AV_LOOKUP)
 }
@@ -235,7 +127,7 @@ AMR_env$cross_icon <- if (isTRUE(base::l10n_info()$`UTF-8`)) "\u00d7" else "x"
           suppressWarnings(suppressMessages(add_custom_antimicrobials(x)))
           packageStartupMessage("OK.")
         },
-        error = function(e) packageStartupMessage("Failed: ", e$message)
+        error = function(e) packageStartupMessage("Failed: ", conditionMessage(e))
       )
     }
   }
@@ -251,7 +143,7 @@ AMR_env$cross_icon <- if (isTRUE(base::l10n_info()$`UTF-8`)) "\u00d7" else "x"
           suppressWarnings(suppressMessages(add_custom_microorganisms(x)))
           packageStartupMessage("OK.")
         },
-        error = function(e) packageStartupMessage("Failed: ", e$message)
+        error = function(e) packageStartupMessage("Failed: ", conditionMessage(e))
       )
     }
   }

README.Rmd

@@ -11,6 +11,7 @@ knitr::opts_chunk$set(
   # fig.path = "man/figures/README-",
   out.width = "100%"
 )
+AMR:::reset_all_thrown_messages()
 ```
 
 # The `AMR` Package for R
@@ -20,7 +21,7 @@ Please visit our comprehensive package website <https://amr-for-r.org> to read m
 Overview:
 
 * Provides an **all-in-one solution** for antimicrobial resistance (AMR) data analysis in a One Health approach
-* Peer-reviewed, used in over 175 countries, available in 20 languages
+* Peer-reviewed, used in over 175 countries, available in `r length(AMR:::LANGUAGES_SUPPORTED)` languages
 * Generates **antibiograms** - traditional, combined, syndromic, and even WISCA
 * Provides the **full microbiological taxonomy** of `r AMR:::format_included_data_number(AMR::microorganisms)` distinct species and extensive info of `r AMR:::format_included_data_number(NROW(AMR::antimicrobials) + NROW(AMR::antivirals))` antimicrobial drugs
 * Applies **CLSI `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`** and **EUCAST `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`** clinical and veterinary breakpoints, and ECOFFs, for MIC and disk zone interpretation

README.md

@@ -10,7 +10,7 @@ Overview:
 
 - Provides an **all-in-one solution** for antimicrobial resistance (AMR)
   data analysis in a One Health approach
-- Peer-reviewed, used in over 175 countries, available in 20 languages
+- Peer-reviewed, used in over 175 countries, available in 28 languages
 - Generates **antibiograms** - traditional, combined, syndromic, and
   even WISCA
 - Provides the **full microbiological taxonomy** of ~79 000 distinct

_pkgdown.yml

@@ -89,7 +89,7 @@ navbar:
         href: "articles/PCA.html"
       - text: "Determine Multi-Drug Resistance (MDR)"
         icon: "fa-skull-crossbones"
-        href: "articles/MDR.html"
+        href: "reference/mdro.html"
       - text: "Work with WHONET Data"
         icon: "fa-globe-americas"
         href: "articles/WHONET.html"
@@ -184,6 +184,7 @@ reference:
     - "`first_isolate`"
     - "`key_antimicrobials`"
     - "`mdro`"
+    - "`custom_mdro_guideline`"
     - "`bug_drug_combinations`"
     - "`antimicrobial_selectors`"
     - "`top_n_microorganisms`"
@@ -233,6 +234,7 @@ reference:
     - "`antimicrobials`"
     - "`clinical_breakpoints`"
     - "`example_isolates`"
+    - "`esbl_isolates`"
     - "`microorganisms.codes`"
     - "`microorganisms.groups`"
     - "`intrinsic_resistant`"

cran-comments.md

@@ -1,5 +1,5 @@
-As with all previous >20 releases, some CHECKs might return a NOTE for *just* hitting the installation size limit, though its size has been brought down to a minimum in collaboration with CRAN maintainers previously.
+As with all previous >20 releases, some CHECKs on `oldrel` may return a `NOTE` for narrowly exceeding the installation size limit. This has been reduced to a minimum in prior coordination with CRAN maintainers and currently returns only an `INFO` on `release` and `devel`.
 
-We consider this a high-impact package: it was published in the Journal of Statistical Software (2022), is included in a CRAN Task View (Epidemiology), and is according to download stats (cranlogs) used in almost all countries in the world. If there is anything to note, please let us know up-front without directly archiving the current version. That said, we continually unit test our package extensively and have no reason to assume that anything is wrong.
+We treat this as a high-impact package: it was published in the *Journal of Statistical Software* (2022), is listed in the CRAN Task View "Epidemiology", and (based on cranlogs download statistics) is used globally. If there is anything to address, we would appreciate being informed before archiving the current version. We conduct extensive automated unit testing and have no indication of unresolved issues.
 
-Thanks for maintaining and hosting CRAN! It's empowering R and its use enormously!
+Thank you for your continued maintenance of CRAN, it plays a central role in the success and growth of the R ecosystem.

data-raw/_generate_python_wrapper.sh

@@ -56,7 +56,8 @@ os.makedirs(r_lib_path, exist_ok=True)
 os.environ['R_LIBS_SITE'] = r_lib_path
 
 from rpy2 import robjects
-from rpy2.robjects import pandas2ri
+from rpy2.robjects.conversion import localconverter
+from rpy2.robjects import default_converter, numpy2ri, pandas2ri
 from rpy2.robjects.packages import importr, isinstalled
 
 # Import base and utils
@@ -73,48 +74,47 @@ if not isinstalled('AMR', lib_loc=r_lib_path):
     print(f"AMR: Installing latest AMR R package to {r_lib_path}...", flush=True)
     utils.install_packages('AMR', repos='beta.amr-for-r.org', quiet=True)
 
-# # Retrieve Python AMR version
-# try:
-#     python_amr_version = metadata.version('AMR')
-# except metadata.PackageNotFoundError:
-#     python_amr_version = ''
-# 
-# # Retrieve R AMR version
-# r_amr_version = robjects.r(f'as.character(packageVersion("AMR", lib.loc = "{r_lib_path}"))')
-# r_amr_version = str(r_amr_version[0])
-# 
-# # Compare R and Python package versions
-# if r_amr_version != python_amr_version:
-#     try:
-#         print(f"AMR: Updating AMR package in {r_lib_path}...", flush=True)
-#         utils.install_packages('AMR', repos='beta.amr-for-r.org', quiet=True)
-#     except Exception as e:
-#         print(f"AMR: Could not update: {e}", flush=True)
+# Retrieve Python AMR version
+try:
+    python_amr_version = str(metadata.version('AMR'))
+except metadata.PackageNotFoundError:
+    python_amr_version = str('')
+
+# Retrieve R AMR version
+r_amr_version = robjects.r(f'as.character(packageVersion("AMR", lib.loc = "{r_lib_path}"))')
+r_amr_version = str(r_amr_version[0])
+
+# Compare R and Python package versions
+if r_amr_version != python_amr_version:
+    try:
+        print(f"AMR: Updating AMR package in {r_lib_path}...", flush=True)
+        utils.install_packages('AMR', repos='beta.amr-for-r.org', quiet=True)
+    except Exception as e:
+        print(f"AMR: Could not update: {e}", flush=True)
 
 print(f"AMR: Setting up R environment and AMR datasets...", flush=True)
 
 # Activate the automatic conversion between R and pandas DataFrames
-pandas2ri.activate()
+with localconverter(default_converter + numpy2ri.converter + pandas2ri.converter):
+    # example_isolates
+    example_isolates = robjects.r('''
+    df <- AMR::example_isolates
+    df[] <- lapply(df, function(x) {
+        if (inherits(x, c("Date", "POSIXt", "factor"))) {
+            as.character(x)
+        } else {
+            x
+        }
+    })
+    df <- df[, !sapply(df, is.list)]
+    df
+    ''')
+    example_isolates['date'] = pd.to_datetime(example_isolates['date'])
 
-# example_isolates
-example_isolates = pandas2ri.rpy2py(robjects.r('''
-df <- AMR::example_isolates
-df[] <- lapply(df, function(x) {
-    if (inherits(x, c("Date", "POSIXt", "factor"))) {
-        as.character(x)
-    } else {
-        x
-    }
-})
-df <- df[, !sapply(df, is.list)]
-df
-'''))
-example_isolates['date'] = pd.to_datetime(example_isolates['date'])
-
-# microorganisms
-microorganisms = pandas2ri.rpy2py(robjects.r('AMR::microorganisms[, !sapply(AMR::microorganisms, is.list)]'))
-antimicrobials = pandas2ri.rpy2py(robjects.r('AMR::antimicrobials[, !sapply(AMR::antimicrobials, is.list)]'))
-clinical_breakpoints = pandas2ri.rpy2py(robjects.r('AMR::clinical_breakpoints[, !sapply(AMR::clinical_breakpoints, is.list)]'))
+    # microorganisms
+    microorganisms = robjects.r('AMR::microorganisms[, !sapply(AMR::microorganisms, is.list)]')
+    antimicrobials = robjects.r('AMR::antimicrobials[, !sapply(AMR::antimicrobials, is.list)]')
+    clinical_breakpoints = robjects.r('AMR::clinical_breakpoints[, !sapply(AMR::clinical_breakpoints, is.list)]')
 
 base.options(warn = 0)
 
@@ -129,16 +129,15 @@ echo "from .datasets import clinical_breakpoints" >> $init_file
 
 # Write header to the functions Python file, including the convert_to_python function
 cat <<EOL > "$functions_file"
+import functools
 import rpy2.robjects as robjects
 from rpy2.robjects.packages import importr
 from rpy2.robjects.vectors import StrVector, FactorVector, IntVector, FloatVector, DataFrame
-from rpy2.robjects import pandas2ri
+from rpy2.robjects.conversion import localconverter
+from rpy2.robjects import default_converter, numpy2ri, pandas2ri
 import pandas as pd
 import numpy as np
 
-# Activate automatic conversion between R data frames and pandas data frames
-pandas2ri.activate()
-
 # Import the AMR R package
 amr_r = importr('AMR')
 
@@ -156,10 +155,8 @@ def convert_to_python(r_output):
         return list(r_output)  # Convert to a Python list of integers or floats
     
     # Check if it's a pandas-compatible R data frame
-    elif isinstance(r_output, pd.DataFrame):
+    elif isinstance(r_output, (pd.DataFrame, DataFrame)):
         return r_output  # Return as pandas DataFrame (already converted by pandas2ri)
-    elif isinstance(r_output, DataFrame):
-        return pandas2ri.rpy2py(r_output) # Return as pandas DataFrame
 
     # Check if the input is a NumPy array and has a string data type
     if isinstance(r_output, np.ndarray) and np.issubdtype(r_output.dtype, np.str_):
@@ -167,6 +164,15 @@ def convert_to_python(r_output):
     
     # Fall-back
     return r_output
+
+def r_to_python(r_func):
+    """Decorator that runs an rpy2 function under a localconverter
+    and then applies convert_to_python to its output."""
+    @functools.wraps(r_func)
+    def wrapper(*args, **kwargs):
+        with localconverter(default_converter + numpy2ri.converter + pandas2ri.converter):
+            return convert_to_python(r_func(*args, **kwargs))
+    return wrapper
 EOL
 
 # Directory where the .Rd files are stored (update path as needed)
@@ -246,11 +252,12 @@ for rd_file in "$rd_dir"/*.Rd; do
         gsub("FALSE", "False", func_args)
         gsub("NULL", "None", func_args)
 
-        # Write the Python function definition to the output file
-        print "def " func_name_py "(" func_args "):" >> "'"$functions_file"'"
-        print "    \"\"\"See our website of the R package for the manual: https://amr-for-r.org/index.html\"\"\"" >> "'"$functions_file"'"
-        print "    return convert_to_python(amr_r." func_name_py "(" func_args "))" >> "'"$functions_file"'"
-        
+        # Write the Python function definition to the output file, using decorator
+        print "@r_to_python" >> "'"$functions_file"'"  
+        print "def " func_name_py "(" func_args "):" >> "'"$functions_file"'"  
+        print "    \"\"\"Please see our website of the R package for the full manual: https://amr-for-r.org\"\"\"" >> "'"$functions_file"'"  
+        print "    return amr_r." func_name_py "(" func_args ")" >> "'"$functions_file"'"  
+
         print "from .functions import " func_name_py >> "'"$init_file"'"
     }
     ' "$rd_file"

data-raw/_language_update.R

@@ -60,6 +60,7 @@ lang_env$TRANSLATIONS <- utils::read.delim(
   allowEscapes = TRUE, # else "\\1" will be imported as "\\\\1"
   quote = ""
 )
+lang_env$TRANSLATIONS <- lang_env$TRANSLATIONS[, which(colnames(lang_env$TRANSLATIONS) != "en"), drop = FALSE]
 
 lang_env$LANGUAGES_SUPPORTED_NAMES <- c(
   list(en = list(exonym = "English", endonym = "English")),

data-raw/_pre_commit_checks.R

@@ -83,11 +83,12 @@ pre_commit_lst$TRANSLATIONS <- utils::read.delim(
   allowEscapes = TRUE, # else "\\1" will be imported as "\\\\1"
   quote = ""
 )
+pre_commit_lst$TRANSLATIONS <- pre_commit_lst$TRANSLATIONS[, which(colnames(pre_commit_lst$TRANSLATIONS) != "en"), drop = FALSE]
 
 pre_commit_lst$LANGUAGES_SUPPORTED_NAMES <- c(
   list(en = list(exonym = "English", endonym = "English")),
   lapply(
-    TRANSLATIONS[, which(nchar(colnames(pre_commit_lst$TRANSLATIONS)) == 2), drop = FALSE],
+    pre_commit_lst$TRANSLATIONS[, which(nchar(colnames(pre_commit_lst$TRANSLATIONS)) == 2), drop = FALSE],
     function(x) list(exonym = x[1], endonym = x[2])
   )
 )
@@ -624,6 +625,11 @@ if (changed_md5(dosage)) {
   try(arrow::write_parquet(dosage, "data-raw/datasets/dosage.parquet"), silent = TRUE)
 }
 
+# Set `antibiotics` as a deprecated data set
+antibiotics <- structure(antimicrobials, class = c("deprecated_amr_dataset", class(antimicrobials)))
+usethis::use_data(antibiotics, internal = FALSE, overwrite = TRUE, compress = "xz", version = 2)
+rm(antibiotics)
+
 suppressMessages(reset_AMR_locale())
 
 devtools::load_all(quiet = TRUE)
@@ -657,7 +663,14 @@ if (files_changed()) {
 }
 
 # Update index.md and README.md -------------------------------------------
-if (files_changed("man/microorganisms.Rd") | files_changed("man/antimicrobials.Rd") | files_changed("man/clinical_breakpoints.Rd") | files_changed("man/antibiogram.Rd")) {
+if (files_changed("README.Rmd") ||
+    files_changed("index.Rmd") ||
+    files_changed("man/microorganisms.Rd") ||
+    files_changed("man/antimicrobials.Rd") ||
+    files_changed("man/clinical_breakpoints.Rd") ||
+    files_changed("man/antibiogram.Rd") ||
+    files_changed("R/antibiogram.R") ||
+    files_changed("data-raw/translations.tsv")) {
   usethis::ui_info("Rendering {usethis::ui_field('index.md')} and {usethis::ui_field('README.md')}")
   suppressWarnings(rmarkdown::render("index.Rmd", quiet = TRUE))
   suppressWarnings(rmarkdown::render("README.Rmd", quiet = TRUE))

data-raw/_reproduction_scripts/reproduction_of_antimicrobials.R

@@ -916,12 +916,8 @@ antimicrobials <- antimicrobials %>%
 
 # update ATC codes from WHOCC website -------------------------------------
 
-# last time checked: 2024-02-22
-
 library(rvest)
-updated_atc <- as.list(antimicrobials$atc)
-
-get_atcs <- function(ab_name, type = "human") {
+get_atc_table <- function(ab_name, type = "human") {
   if (type == "human") {
     url <- "https://atcddd.fhi.no/atc_ddd_index/"
   } else if (type == "veterinary") {
@@ -929,19 +925,14 @@ get_atcs <- function(ab_name, type = "human") {
   } else {
     stop("invalid type")
   }
-  
-  ab_name <- gsub("/", " and ", tolower(ab_name), fixed = TRUE)
-
-  # we will do a search on their website, which means:
-
-  # go to the url
-  atc_tbl <- read_html(url) %>%
+  # we will do a search on their website, which involves:
+  read_html(url) %>%
     # get all forms
     html_form() %>%
     # get the second form (the first form is a global website form)
     .[[2]] %>%
     # set the name input box to our search parameter
-    html_form_set(name = ab_name) %>%
+    html_form_set(name = ab_name, namesearchtype = "containing") %>%
     # hit Submit
     html_form_submit() %>%
     # read the resulting page
@@ -950,24 +941,65 @@ get_atcs <- function(ab_name, type = "human") {
     html_node("table") %>%
     # transform it to an R data set
     html_table(header = FALSE)
-  
-  # and get the ATCs (first column) of only exact hits
-  unique(as.character(atc_tbl[which(tolower(atc_tbl[, 2, drop = TRUE]) == ab_name), 1, drop = TRUE]))
 }
 
-# this takes around 4 minutes (some are skipped and go faster)
-for (i in seq_len(nrow(antimicrobials))) {
-  message(percentage(i / nrow(antimicrobials), digits = 1),
+get_atc_code <- function(ab) {
+  ab_name <- ab_name(ab, language = NULL, tolower = TRUE)
+  # exception for imipenem
+  if (ab_name == "imipenem") ab_name <- "imipenem/cilastatin"
+  if (ab_name == "imipenem/relebactam") ab_name <- "imipenem/cilastatin/relebactam"
+  if (ab_name == "ceftaroline") ab_name <- "ceftaroline fosamil"
+  ab_name.bak <- ab_name
+  if (ab_name %like% "/") {
+    ab_name <- strsplit(ab_name, "[/ ]")[[1]]
+  }
+  ab_name_full <- gsub(", and", " and", vector_and(ab_name, quotes = FALSE, sort = FALSE), fixed = TRUE)
+  ab_name <- tolower(ab_name)
+  ab_name_and_second_part <- paste(ab_name[1], "and", paste(ab_name[-1], collapse = " "))
+  ab_name_and_second_part_reversed <- paste(paste(ab_name[-1], collapse = " "), "and", ab_name[1])
+  ab_name_bla <- paste(ab_name[1], "and beta-lactamase inhibitor")
+  atc_tbl_human <- get_atc_table(ab_name[1], type = "human")
+  atc_tbl_vet <- get_atc_table(ab_name[1], type = "veterinary")
+  atc_tbl <- dplyr::bind_rows(atc_tbl_human, atc_tbl_vet)
+  atc_tbl[, 2] <- tolower(atc_tbl[[2]])
+  if (length(ab_name) == 1 && ab_name %in% atc_tbl[[2]]) {
+    out <- atc_tbl[[1]][which(atc_tbl[[2]] == ab_name)]
+  } else if (ab_name_full %in% atc_tbl[[2]]) {
+    out <- atc_tbl[[1]][which(atc_tbl[[2]] == ab_name_full)]
+  } else if (ab_name_and_second_part %in% atc_tbl[[2]]) {
+    out <- atc_tbl[[1]][which(atc_tbl[[2]] == ab_name_and_second_part)]
+  } else if (ab_name_and_second_part_reversed %in% atc_tbl[[2]]) {
+    out <- atc_tbl[[1]][which(atc_tbl[[2]] == ab_name_and_second_part_reversed)]
+  } else if (ab_name_full %like% " and " && ab_name_bla %in% atc_tbl[[2]]) {
+    out <- atc_tbl[[1]][which(atc_tbl[[2]] == ab_name_bla)]
+  } else {
+    if (any(atc_tbl_human$X1 %like% ab_name.bak, na.rm = TRUE)) {
+      message("returning NA, but DO MIND: ", ab_name.bak, " resembles ATC name(s) ", toString(atc_tbl_human$X1), appendLF = FALSE)
+    }
+    out <- NA_character_
+  }
+  unique(out)
+}
+
+# update all:
+to_update <- 1:nrow(antimicrobials)
+# or just the empty ones:
+to_update <- which(sapply(antimicrobials$atc, function(x) length(x[!is.na(x)])) == 0)
+
+updated_atc <- lapply(seq_len(length(to_update)),
+                      function(x) NA_character_)
+
+
+# this takes around 10 minutes for the whole table (some ABx are skipped and go faster)
+for (i in to_update) {
+  message(percentage(which(to_update == i) / length(updated_atc), digits = 1),
     " - Downloading ", antimicrobials$name[i],
     appendLF = FALSE
   )
-  atcs <- get_atcs(antimicrobials$name[i], type = "human")
-  if (all(is.na(atcs))) {
-    atcs <- get_atcs(antimicrobials$name[i], type = "veterinary")
-  }
-  if (length(atcs) > 0) {
+  atcs <- get_atc_code(antimicrobials$name[i])
+  if (length(atcs[!is.na(atcs)]) > 0) {
     updated_atc[[i]] <- atcs
-    message(" (", length(atcs), " results)")
+    message(font_blue(paste0(" (", length(atcs[!is.na(atcs)]), " results: ", toString(atcs[!is.na(atcs)]), ")")))
     # let the WHO server rest for a second - they might have a limitation on the queries per second
     Sys.sleep(1)
   } else {
@@ -975,11 +1007,14 @@ for (i in seq_len(nrow(antimicrobials))) {
   }
 }
 
-antimicrobials$atc <- updated_atc
+updated_atc <- lapply(updated_atc, function(x) sort(x[!is.na(x)]))
+antimicrobials$atc[to_update] <- updated_atc[to_update]
+
+# DO NOT FORGET TO UPDATE R/aa_globals.R!
+
 
 # update DDDs from WHOCC website ------------------------------------------
 
-# last time checked: 2024-02-22
 ddd_oral <- rep(NA_real_, nrow(antimicrobials))
 ddd_oral_units <- rep(NA_character_, nrow(antimicrobials))
 ddd_iv <- rep(NA_real_, nrow(antimicrobials))
@@ -989,21 +1024,27 @@ for (i in seq_len(nrow(antimicrobials))) {
   on.exit(close(progress))
   progress$tick()
   atcs <- antimicrobials$atc[[i]]
-  if (!all(is.na(atcs))) {
-    for (j in seq_len(length(atcs))) {
-      # oral
-      if (is.na(ddd_oral[i])) {
-        ddd_oral[i] <- atc_online_ddd(atcs[j], administration = "O")
-        if (!is.na(ddd_oral[i])) {
-          ddd_oral_units[i] <- atc_online_ddd_units(atcs[j], administration = "O")
-        }
+  if (length(atcs) == 0) {
+    next
+  }
+  # only human DDDs
+  atcs <- atcs[atcs %unlike% "^Q"]
+  if (length(atcs) == 0) {
+    next
+  }
+  for (j in seq_len(length(atcs))) {
+    # oral
+    if (is.na(ddd_oral[i])) {
+      ddd_oral[i] <- atc_online_ddd(atcs[j], administration = "O")
+      if (!is.na(ddd_oral[i])) {
+        ddd_oral_units[i] <- atc_online_ddd_units(atcs[j], administration = "O")
       }
-      # parenteral
-      if (is.na(ddd_iv[i])) {
-        ddd_iv[i] <- atc_online_ddd(atcs[j], administration = "P")
-        if (!is.na(ddd_iv[i])) {
-          ddd_iv_units[i] <- atc_online_ddd_units(atcs[j], administration = "P")
-        }
+    }
+    # parenteral
+    if (is.na(ddd_iv[i])) {
+      ddd_iv[i] <- atc_online_ddd(atcs[j], administration = "P")
+      if (!is.na(ddd_iv[i])) {
+        ddd_iv_units[i] <- atc_online_ddd_units(atcs[j], administration = "P")
       }
     }
   }
@@ -1017,6 +1058,7 @@ antimicrobials$oral_ddd <- ddd_oral
 antimicrobials$oral_units <- ddd_oral_units
 antimicrobials$iv_ddd <- ddd_iv
 antimicrobials$iv_units <- ddd_iv_units
+# DO NOT FORGET TO UPDATE R/aa_globals.R!
 
 # Wrap up -----------------------------------------------------------------
 
@@ -1060,6 +1102,7 @@ for (i in 1:nrow(antimicrobials)) {
   # special cases
   if (antimicrobials$ab[i] == "VAN") syn <- syn[syn %unlike% "^tei?ch?o"]
   if (antimicrobials$ab[i] == "CLR") syn <- syn[syn %unlike% "^ery"]
+  # deliberately make empty fields NA: they are unknown at the moment
   antimicrobials[i, "atc"][[1]] <- ifelse(length(atc) == 0, list(NA_character_), list(atc))
   antimicrobials[i, "abbreviations"][[1]] <- ifelse(length(abb) == 0, list(NA_character_), list(abb))
   antimicrobials[i, "synonyms"][[1]] <- ifelse(length(syn) == 0, list(NA_character_), list(syn))

data-raw/_reproduction_scripts/reproduction_of_microorganisms.R

@@ -288,7 +288,7 @@ for (page in LETTERS) {
   url <- paste0("https://lpsn.dsmz.de/genus?page=", page)
   x <- tryCatch(read_html(url),
                 error = function(e) {
-                  message("Waiting 10 seconds because of error: ", e$message)
+                  message("Waiting 10 seconds because of error: ", conditionMessage(e))
                   Sys.sleep(10)
                   read_html(url)
                 })

data-raw/_reproduction_scripts/reproduction_of_poorman.R

@@ -108,3 +108,18 @@ writeLines(contents, "R/aa_helper_pm_functions.R")
 
 # note: pm_left_join() will be overwritten by aaa_helper_functions.R, which contains a faster implementation
 # replace `res <- as.data.frame(res)` with  `res <- as.data.frame(res, stringsAsFactors = FALSE)`
+
+# after running, pm_select must be altered. The line:
+# col_pos <- pm_select_positions(.data, ..., .group_pos = TRUE)
+# ... must be replaced with this to support tidyselect functionality such as `starts_with()`:
+# col_pos <- tryCatch(pm_select_positions(.data, ..., .group_pos = TRUE), error = function(e) NULL)
+# if (is.null(col_pos)) {
+#   # try with tidyverse
+#   select_dplyr <- import_fn("select", "dplyr", error_on_fail = FALSE)
+#   if (!is.null(select_dplyr)) {
+#     col_pos <- which(colnames(.data) %in% colnames(select_dplyr(.data, ...)))
+#   } else {
+#     # this will throw an error as it did, but dplyr is not available, so no other option
+#     col_pos <- pm_select_positions(.data, ..., .group_pos = TRUE)
+#   }
+# }

data-raw/ab.md5

@@ -1 +1 @@
-624ebfb529db7eca5ff06f8a03591f60
+228840b3941753c4adee2b781d901590

data-raw/datasets/antimicrobials.txt

@@ -3,496 +3,496 @@
 "ACM"	6450012	"Acetylmidecamycin"	"Macrolides/lincosamides"	"NA"			"NA"	"NA"					"NA"
 "ASP"	49787020	"Acetylspiramycin"	"Macrolides/lincosamides"	"NA"			"NA"	"antibiotic,espiramicin,espiramicina,foromacidin,provamycin,rovamicina,rovamycin,rovamycine,selectomycin,sequamycin,spiramycine,spiramycinum"					"NA"
 "ALS"	8954	"Aldesulfone sodium"	"Other antibacterials"	"J04BA03"	"Drugs for treatment of lepra"	"Drugs for treatment of lepra"	"NA"	"adesulfone,aldapsone,aldesulfone,aldesulphone,diamidin,diason,diasone,diasoneenterab,diazon,didimethanesulfinate,novotrone,sulfoxone"	0.33	"g"			"NA"
-"AMK"	37768	"Amikacin"	"Aminoglycosides"	"D06AX12,J01GB06,S01AA21"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"ak,ami,amik,amk,an"	"amikacillin,amikacina,amikacine,amikacinum,amikavet,amikin,amikozit,amukin,arikace,briclin,butirosins,kaminax,lukadin,mikavir,potentox,prestwick"			1	"g"	"101493-5,11-7,12-5,13-3,13546-7,14-1,15098-7,17798-0,18860-7,20373-7,23624-0,25174-4,25175-1,25176-9,25177-7,25178-5,25179-3,31097-9,31098-7,31099-5,3319-1,3320-9,3321-7,35669-1,42642-9,48169-7,50802-8,50803-6,56628-1,59378-0,60564-2,60565-9,6975-7,80972-3,89484-0"
+"AMK"	37768	"Amikacin"	"Aminoglycosides"	"D06AX12,J01GB06,QD06AX12,QJ01GB06,QS01AA21,S01AA21"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"ak,ami,amik,amikac,amk,an"	"amikacillin,amikacina,amikacine,amikacinum,amikavet,amikin,amikozit,amukin,arikace,briclin,butirosins,kaminax,lukadin,mikavir,potentox,prestwick"			1	"g"	"101493-5,11-7,12-5,13-3,13546-7,14-1,15098-7,17798-0,18860-7,20373-7,23624-0,25174-4,25175-1,25176-9,25177-7,25178-5,25179-3,31097-9,31098-7,31099-5,3319-1,3320-9,3321-7,35669-1,42642-9,48169-7,50802-8,50803-6,56628-1,59378-0,60564-2,60565-9,6975-7,80972-3,89484-0"
 "AKF"		"Amikacin/fosfomycin"	"Aminoglycosides"	"NA"			"NA"	"NA"					"NA"
-"AMO"	54260	"Amorolfine"	"Antifungals/antimycotics"	"D01AE16"	"Antifungals for topical use"	"Other antifungals for topical use"	"amor"	"amorolfina,amorolfinum,bekiron,corbel,curanail,fenpropemorph,fenpropimorph,fenpropimorphe,forbel,funbas,loceryl,locetar,mildofix,mistral,morpholine,odenil,omicur,pekiron"					"NA"
-"AMX"	33613	"Amoxicillin"	"Beta-lactams/penicillins"	"J01CA04"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"ac,amox,amx"	"acuotricina,alfamox,alfida,amitron,amoclen,amodex,amoksicillin,amolin,amopen,amopenixin,amophar,amoran,amoxi,amoxicaps,amoxicilina,amoxicilline,amoxicillinum,amoxidal,amoxiden,amoxil,amoxillat,amoxina,amoxine,amoxipen,amoxivet,amoxycillin,amoxycillinsalt,amoxyke,anemolin,aspenil,atoksilin,bristamox,cemoxin,ciblor,clamoxyl,damoxy,danoxillin,delacillin,demoksil,dispermox,efpenix,eupen,flemoxin,flemoxine,galenamox,gramidil,hiconcil,himinomax,histocillin,ibiamox,imacillin,izoltil,kentrocyllin,lamoxy,largopen,larotid,matasedrin,metifarma,moksilin,moxacin,moxal,moxaline,moxatag,neotetranase,novabritine,ospamox,pacetocin,pamocil,paradroxil,pasetocin,penamox,piramox,promoxil,quimiopen,remoxil,riotapen,robamox,sawacillin,siganopen,simplamox,sintopen,sumox,topramoxin,trifamox,trimox,unicillin,utimox,velamox,vetramox,wymox,zamocillin,zamocilline,zimox"	1.5	"g"	3	"g"	"101498-4,15-8,16-6,16365-9,17-4,18-2,18861-5,18862-3,19-0,20-8,21-6,22-4,25274-2,25310-4,3344-9,55614-2,55615-9,55616-7,6976-5,6977-3,80133-2"
-"AMC"	23665637	"Amoxicillin/clavulanic acid"	"Beta-lactams/penicillins"	"J01CR02"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"a/c,amcl,aml,aug,xl"	"amocla,amoclan,amoclav,amoksiclav,amoxsiklav,amoxyclav,ancla,augmentan,augmentin,augmentine,auspilic,clamentin,clamobit,clavam,clavamox,clavinex,clavumox,coamoxiclav,curam,eumetinex,kesium,kmoxilin,spectramox,synulox,viaclav,xiclav"	1.5	"g"	3	"g"	"NA"
-"AXS"	465441	"Amoxicillin/sulbactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"55614-2,55615-9,55616-7"
-"AMB"	5280965	"Amphotericin B"	"Antifungals/antimycotics"	"A01AB04,A07AA07,G01AA03,J02AA01"	"Antimycotics for systemic use"	"Antibiotics"	"amf,amfb,amph"	"abelcet,abelecet,ambil,ambisome,amphocin,amphomoronal,amphotec,amphotericin,amphotocerin,amphozone,funganiline,fungilin,fungisome,fungisone,fungizone,halizon,nystatine,nystatinum,terrastatin"	40	"mg"	210	"mg"	"16370-9,18863-1,23-2,24-0,25-7,26-5,3353-0,3354-8,40707-2,40757-7,49859-2,6978-1"
+"AMO"	54260	"Amorolfine"	"Antifungals/antimycotics"	"D01AE16,QD01AE16"	"Antifungals for topical use"	"Other antifungals for topical use"	"amor"	"amorolfina,amorolfinum,bekiron,corbel,curanail,fenpropemorph,fenpropimorph,fenpropimorphe,forbel,funbas,loceryl,locetar,mildofix,mistral,morpholine,odenil,omicur,pekiron"					"NA"
+"AMX"	33613	"Amoxicillin"	"Beta-lactams/penicillins"	"J01CA04,QG51AA03,QJ01CA04"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"ac,amox,amoxic,amx"	"acuotricina,alfamox,alfida,amitron,amoclen,amodex,amoksicillin,amolin,amopen,amopenixin,amophar,amoran,amoxi,amoxicaps,amoxicilina,amoxicilline,amoxicillinum,amoxidal,amoxiden,amoxil,amoxillat,amoxina,amoxine,amoxipen,amoxivet,amoxycillin,amoxycillinsalt,amoxyke,anemolin,aspenil,atoksilin,bristamox,cemoxin,ciblor,clamoxyl,damoxy,danoxillin,delacillin,demoksil,dispermox,efpenix,eupen,flemoxin,flemoxine,galenamox,gramidil,hiconcil,himinomax,histocillin,ibiamox,imacillin,izoltil,kentrocyllin,lamoxy,largopen,larotid,matasedrin,metifarma,moksilin,moxacin,moxal,moxaline,moxatag,neotetranase,novabritine,ospamox,pacetocin,pamocil,paradroxil,pasetocin,penamox,piramox,promoxil,quimiopen,remoxil,riotapen,robamox,sawacillin,siganopen,simplamox,sintopen,sumox,topramoxin,trifamox,trimox,unicillin,utimox,velamox,vetramox,wymox,zamocillin,zamocilline,zimox"	1.5	"g"	3	"g"	"101498-4,15-8,16-6,16365-9,17-4,18-2,18861-5,18862-3,19-0,20-8,21-6,22-4,25274-2,25310-4,3344-9,55614-2,55615-9,55616-7,6976-5,6977-3,80133-2"
+"AMC"	23665637	"Amoxicillin/clavulanic acid"	"Beta-lactams/penicillins"	"J01CR02,QJ01CR02"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"a/c,amcl,aml,amocla,aug,xl"	"amocla,amoclan,amoclav,amoksiclav,amoxsiklav,amoxyclav,ancla,augmentan,augmentin,augmentine,auspilic,clamentin,clamobit,clavam,clavamox,clavinex,clavumox,coamoxiclav,curam,eumetinex,kesium,kmoxilin,spectramox,synulox,viaclav,xiclav"	1.5	"g"	3	"g"	"NA"
+"AXS"	465441	"Amoxicillin/sulbactam"	"Beta-lactams/penicillins"	"J01CR02,QJ01CR02"			"NA"	"NA"	1.5	"g"	3	"g"	"55614-2,55615-9,55616-7"
+"AMB"	5280965	"Amphotericin B"	"Antifungals/antimycotics"	"A01AB04,A07AA07,G01AA03,J02AA01,QA01AB04,QA07AA07,QG01AA03,QJ02AA01"	"Antimycotics for systemic use"	"Antibiotics"	"amf,amfb,amph,amphot"	"abelcet,abelecet,ambil,ambisome,amphocin,amphomoronal,amphotec,amphotericin,amphotocerin,amphozone,funganiline,fungilin,fungisome,fungisone,fungizone,halizon,nystatine,nystatinum,terrastatin"	40	"mg"	210	"mg"	"16370-9,18863-1,23-2,24-0,25-7,26-5,3353-0,3354-8,40707-2,40757-7,49859-2,6978-1"
 "AMH"		"Amphotericin B-high"	"Antifungals/antimycotics"	"NA"			"amfo b high,amhl,ampho b high,amphotericin high"	"NA"					"NA"
-"AMP"	6249	"Ampicillin"	"Beta-lactams/penicillins"	"J01CA01,S01AA19"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"am,amp,ampi"	"adobacillin,alpen,amblosin,amcap,amcill,amfipen,ampen,amperil,ampichel,ampicilina,ampicillina,ampicilline,ampicillinesalt,ampicillinsalt,ampicillinum,ampifarm,ampikel,ampimed,ampinova,ampipenin,ampiscel,ampisyn,ampivax,ampivet,amplacilina,amplin,amplipenyl,amplisom,amplital,austrapen,bayer,binotal,bonapicillin,britacil,cimex,citteral,copharcilin,cymbi,delcillin,deripen,divercillin,doktacillin,domicillin,duphacillin,grampenil,guicitrina,guicitrine,lifeampil,marcillin,morepen,norobrittin,nuvapen,omnipen,orbicilina,penbristol,penbritin,penbrock,penialmen,penicline,penimic,penizillin,pensyn,pentrex,pentrexl,pentrexyl,pentritin,ponecil,princillin,principen,racenacillin,redicilin,rosampline,roscillin,semicillin,servicillin,sumipanto,supen,synpenin,texcillin,tokiocillin,tolomol,totacillin,totalciclina,totapen,trafarbiot,trifacilina,ukapen,ultrabion,ultrabron,vampen,viccillin,vidocillin,wypicil"	2	"g"	6	"g"	"101477-8,101478-6,18864-9,18865-6,20374-5,21066-6,23618-2,27-3,28-1,29-9,30-7,31-5,32-3,33-1,3355-5,33562-0,33919-2,34-9,43883-8,43884-6,6979-9,6980-7,87604-5"
-"SAM"	119561	"Ampicillin/sulbactam"	"Beta-lactams/penicillins"	"J01CR01"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"a/s,ab,ams,amsu,apsu,sam"	"sulacillin"			6	"g"	"101478-6,18865-6,20374-5,23618-2,31-5,32-3,33-1,34-9,6980-7"
+"AMP"	6249	"Ampicillin"	"Beta-lactams/penicillins"	"J01CA01,QJ01CA01,QJ51CA01,QS01AA19,S01AA19"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"am,amp,amp100,amp200,ampi,ampici"	"adobacillin,alpen,amblosin,amcap,amcill,amfipen,ampen,amperil,ampichel,ampicilina,ampicillina,ampicilline,ampicillinesalt,ampicillinsalt,ampicillinum,ampifarm,ampikel,ampimed,ampinova,ampipenin,ampiscel,ampisyn,ampivax,ampivet,amplacilina,amplin,amplipenyl,amplisom,amplital,austrapen,bayer,binotal,bonapicillin,britacil,cimex,citteral,copharcilin,cymbi,delcillin,deripen,divercillin,doktacillin,domicillin,duphacillin,grampenil,guicitrina,guicitrine,lifeampil,marcillin,morepen,norobrittin,nuvapen,omnipen,orbicilina,penbristol,penbritin,penbrock,penialmen,penicline,penimic,penizillin,pensyn,pentrex,pentrexl,pentrexyl,pentritin,ponecil,princillin,principen,racenacillin,redicilin,rosampline,roscillin,semicillin,servicillin,sumipanto,supen,synpenin,texcillin,tokiocillin,tolomol,totacillin,totalciclina,totapen,trafarbiot,trifacilina,ukapen,ultrabion,ultrabron,vampen,viccillin,vidocillin,wypicil"	2	"g"	6	"g"	"101477-8,101478-6,18864-9,18865-6,20374-5,21066-6,23618-2,27-3,28-1,29-9,30-7,31-5,32-3,33-1,3355-5,33562-0,33919-2,34-9,43883-8,43884-6,6979-9,6980-7,87604-5"
+"SAM"	119561	"Ampicillin/sulbactam"	"Beta-lactams/penicillins"	"J01CR01,QJ01CR01"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"a/s,ab,ampsul,ams,amsu,apsu,sam"	"sulacillin"			6	"g"	"101478-6,18865-6,20374-5,23618-2,31-5,32-3,33-1,34-9,6980-7"
 "AMR"	73341	"Amprolium"	"Other antibacterials"	"QP51BX02"			"NA"	"amprol,amprolio,amprovine,anticoccid,cocciprol,corid,mepyrium,picolinium,pyridinium,thiacoccid"					"NA"
-"ANI"	166548	"Anidulafungin"	"Antifungals/antimycotics"	"J02AX06"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"anid"	"anidulafungina,anidulafungine,anidulafunginum,biafungin,ecalta,eraxis"			0.1	"g"	"55343-8,57095-2,58420-1,77162-6"
-"APL"	6602341	"Apalcillin"	"Beta-lactams/penicillins"	"NA"			"NA"	"apalcilina,apalcilline,apalcillinsalt,apalcillinum,lumota"					"NA"
-"APR"	3081545	"Apramycin"	"Aminoglycosides"	"QA07AA92,QJ01GB90,QJ51GB90"			"NA"	"ambylan,apralan,apramicina,apramycine,apramycinum"					"23659-6,73652-0,73653-8"
-"ARB"	68682	"Arbekacin"	"Aminoglycosides"	"J01GB12"			"NA"	"arbekacina,arbekacine,arbekacinum,haberacin"			0.2	"g"	"32373-3,53818-1,54173-0"
-"APX"	71961	"Aspoxicillin"	"Beta-lactams/penicillins"	"J01CA19"			"NA"	"aspoxicilina,aspoxicillan,aspoxicilline,aspoxicillinum,doyle"			4	"g"	"NA"
-"AST"	5284517	"Astromicin"	"Aminoglycosides"	"NA"			"NA"	"abbott,astromicina,astromicine,astromicinum,fortimicin,istamycin,istamycins"					"NA"
+"ANI"	166548	"Anidulafungin"	"Antifungals/antimycotics"	"J02AX06,QJ02AX06"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"anid,anidul"	"anidulafungina,anidulafungine,anidulafunginum,biafungin,ecalta,eraxis"			0.1	"g"	"55343-8,57095-2,58420-1,77162-6"
+"APL"	6602341	"Apalcillin"	"Beta-lactams/penicillins"	"NA"			"apalci"	"apalcilina,apalcilline,apalcillinsalt,apalcillinum,lumota"					"NA"
+"APR"	3081545	"Apramycin"	"Aminoglycosides"	"QA07AA92,QJ01GB90,QJ51GB90"			"apramy"	"ambylan,apralan,apramicina,apramycine,apramycinum"					"23659-6,73652-0,73653-8"
+"ARB"	68682	"Arbekacin"	"Aminoglycosides"	"J01GB12,QJ01GB12"			"arbeka"	"arbekacina,arbekacine,arbekacinum,haberacin"			0.2	"g"	"32373-3,53818-1,54173-0"
+"APX"	71961	"Aspoxicillin"	"Beta-lactams/penicillins"	"J01CA19,QJ01CA19"			"apoxic,aspoxi"	"aspoxicilina,aspoxicillan,aspoxicilline,aspoxicillinum,doyle"			4	"g"	"NA"
+"AST"	5284517	"Astromicin"	"Aminoglycosides"	"NA"			"astrom"	"abbott,astromicina,astromicine,astromicinum,fortimicin,istamycin,istamycins"					"NA"
 "AVB"	9835049	"Avibactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"avibactamfreeacid"					"NA"
-"AVI"	71674	"Avilamycin"	"Other antibacterials"	"QA07AA95"			"NA"	"avilamycina,avilamycine,avilamycinum,inteprity,kavault,surmax"					"35754-1,35755-8,35756-6,55619-1"
+"AVI"	71674	"Avilamycin"	"Other antibacterials"	"QA07AA95"			"avilam"	"avilamycina,avilamycine,avilamycinum,inteprity,kavault,surmax"					"35754-1,35755-8,35756-6,55619-1"
 "AVO"	16131159	"Avoparcin"	"Glycopeptides"	"NA"			"NA"	"firvanq,tagocid,targocid,targosid,tecoplanina,tecoplanine,tecoplaninum,teichomycin,teicoplanina,teicoplanine,teicoplaninum,teikoplanin,ticocin"					"NA"
-"AZD"	15574941	"Azidocillin"	"Beta-lactams/penicillins"	"J01CE04"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"azidocilina,azidocillina,azidocilline,azidocillinum"	1.5	"g"			"NA"
-"AZM"	447043	"Azithromycin"	"Macrolides/lincosamides"	"J01FA10,S01AA26"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"az,azi,azit,azm"	"aritromicina,aruzilina,azasite,azenil,azifast,azigram,azimakrol,azithramycine,azithrocin,azithromycine,azithromycinum,azitrocin,azitromax,azitromicina,azitromicine,azitromin,aziwin,aziwok,aztrin,azyter,hemomycin,macrozit,misultina,mixoterin,setron,sumamed,tobil,toraseptol,tromix,trozocina,trulimax,xithrone,zentavion,zifin,zithrax,zithromac,zithromax,zitrim,zitromax,zitrotek,zythromax"	0.3	"g"	0.5	"g"	"100043-9,16420-2,16421-0,18866-4,23612-5,25233-8,35-6,36-4,37-2,38-0,6981-5,89480-8"
-"AFC"		"Azithromycin/fluconazole/secnidazole"	"Other antibacterials"	"J01RA07"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"AZL"	6479523	"Azlocillin"	"Beta-lactams/penicillins"	"J01CA09"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"az,azl,azlo"	"azlin,azlocilina,azlocilline,azlocillinsalt,azlocillinum,securopen"			12	"g"	"16422-8,18867-2,3368-8,39-8,40-6,41-4,41661-0,42-2"
-"ATM"	5742832	"Aztreonam"	"Monobactams"	"J01DF01"	"Other beta-lactam antibacterials"	"Monobactams"	"at,atm,azm,azt,aztr"	"azactam,azetreonam,azonam,azthreonam,aztreon,aztreonamum,cayston,dynabiotic,nebactam,primbactam,squibb"			4	"g"	"101497-6,16423-6,18868-0,25234-6,3369-6,41662-8,41663-6,41664-4,41727-9,43-0,44-8,45-5,46-3,6982-3"
-"AZA"		"Aztreonam/avibactam"	"Monobactams"	"NA"			"NA"	"NA"					"NA"
-"ANC"		"Aztreonam/nacubactam"	"Monobactams"	"NA"			"NA"	"NA"					"NA"
-"BAM"	441397	"Bacampicillin"	"Beta-lactams/penicillins"	"J01CA06"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"alphacilina,alphacillin,ambacamp,ambaxin,bacacil,bacampicilina,bacampicilline,bacampicillinum,bacampicine,berocillin,centurina,devonium,diancina,inacilin,maxifen,penglobe,pivatil,pondocil,pondocillin,pondocillina,sanguicillin,spectrobid,velbacil"	1.2	"g"			"18869-8,47-1,48-9,49-7,50-5,55620-9"
-"BAC"	78358334	"Bacitracin"	"Other antibacterials"	"D06AX05,J01XX10,R02AB04,S01AA32"			"baci"	"albac,altracin,ayfivin,baciferm,baciguent,baciim,baciliquin,bacilliquin,baciquent,bacitracina,bacitracine,bacitracinum,fortracin,mycitracin,parentracin,penitracin,septa,topitracin,topitrasin,tropitracin,zutracin"					"10868-8,16428-5,18870-6,6827-0,6983-1,87603-7"
-"BDQ"	5388906	"Bedaquiline"	"Other antibacterials"	"J04AK05"			"NA"	"NA"	86	"mg"			"80637-2,88703-4,88704-2,94274-8,96107-8"
-"BEK"	439318	"Bekanamycin"	"Aminoglycosides"	"J01GB13"			"NA"	"aminodeoxykanamycin,becanamicina,bekanamicina,bekanamycine,bekanamycinum"			0.6	"g"	"NA"
-"BNB"		"Benzathine benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE08"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"NA"			3.6	"g"	"NA"
-"BNP"	64725	"Benzathine phenoxymethylpenicillin"	"Beta-lactams/penicillins"	"J01CE10"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"bicillin,biphecillin"	2	"g"			"NA"
-"PEN"	5904	"Benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE01,S01AA14"	"Combinations of antibacterials"	"Combinations of antibacterials"	"bepe,pen,peni,peni g,penicillin,penicillin g,pg"	"bencilpenicilina,benzopenicillin,benzylpenicilline,benzylpenicillinum,capicillin,cillora,cilloral,cilopen,cintrisul,cosmopen,cristapen,crystapen,dropcillin,eskacillin,falapen,forpen,galofak,gelacillin,hipercilina,hyasorb,hylenta,lemopen,liquacillin,liquapen,monocillin,monopen,mycofarm,novocillin,penalev,penicillinum,penilaryn,penisem,pentid,pentids,pfizerpen,pharmacillin,pradupen,scotcil,sugracillin,sugracillinsalt,tabilin,ursopen,veticillin"			3.6	"g"	"NA"
+"AZD"	15574941	"Azidocillin"	"Beta-lactams/penicillins"	"J01CE04,QJ01CE04"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"azidocilina,azidocillina,azidocilline,azidocillinum"	1.5	"g"			"NA"
+"AZM"	447043	"Azithromycin"	"Macrolides/lincosamides"	"J01FA10,QJ01FA10,QS01AA26,S01AA26"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"az,azi,azit,azithr,azm"	"aritromicina,aruzilina,azasite,azenil,azifast,azigram,azimakrol,azithramycine,azithrocin,azithromycine,azithromycinum,azitrocin,azitromax,azitromicina,azitromicine,azitromin,aziwin,aziwok,aztrin,azyter,hemomycin,macrozit,misultina,mixoterin,setron,sumamed,tobil,toraseptol,tromix,trozocina,trulimax,xithrone,zentavion,zifin,zithrax,zithromac,zithromax,zitrim,zitromax,zitrotek,zythromax"	0.3	"g"	0.5	"g"	"100043-9,16420-2,16421-0,18866-4,23612-5,25233-8,35-6,36-4,37-2,38-0,6981-5,89480-8"
+"AFC"		"Azithromycin/fluconazole/secnidazole"	"Other antibacterials"	"J01RA07,QJ01RA07"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"AZL"	6479523	"Azlocillin"	"Beta-lactams/penicillins"	"J01CA09,QJ01CA09"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"az,azl,azlo,azloci"	"azlin,azlocilina,azlocilline,azlocillinsalt,azlocillinum,securopen"			12	"g"	"16422-8,18867-2,3368-8,39-8,40-6,41-4,41661-0,42-2"
+"ATM"	5742832	"Aztreonam"	"Monobactams"	"J01DF01,QJ01DF01"	"Other beta-lactam antibacterials"	"Monobactams"	"at,atm,azm,azt,azt1,aztr,aztreo"	"azactam,azetreonam,azonam,azthreonam,aztreon,aztreonamum,cayston,dynabiotic,nebactam,primbactam,squibb"			4	"g"	"101497-6,16423-6,18868-0,25234-6,3369-6,41662-8,41663-6,41664-4,41727-9,43-0,44-8,45-5,46-3,6982-3"
+"AZA"		"Aztreonam/avibactam"	"Monobactams"	"J01DF51,QJ01DF51"			"NA"	"NA"					"NA"
+"ANC"		"Aztreonam/nacubactam"	"Monobactams"	"J01DF51,QJ01DF51"			"NA"	"NA"					"NA"
+"BAM"	441397	"Bacampicillin"	"Beta-lactams/penicillins"	"J01CA06,QJ01CA06"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"bacamp"	"alphacilina,alphacillin,ambacamp,ambaxin,bacacil,bacampicilina,bacampicilline,bacampicillinum,bacampicine,berocillin,centurina,devonium,diancina,inacilin,maxifen,penglobe,pivatil,pondocil,pondocillin,pondocillina,sanguicillin,spectrobid,velbacil"	1.2	"g"			"18869-8,47-1,48-9,49-7,50-5,55620-9"
+"BAC"	78358334	"Bacitracin"	"Other antibacterials"	"D06AX05,J01XX10,QA07AA93,QD06AX05,QJ01XX10,QR02AB04,QS01AA32,R02AB04,S01AA32"			"baci,bacitr"	"albac,altracin,ayfivin,baciferm,baciguent,baciim,baciliquin,bacilliquin,baciquent,bacitracina,bacitracine,bacitracinum,fortracin,mycitracin,parentracin,penitracin,septa,topitracin,topitrasin,tropitracin,zutracin"					"10868-8,16428-5,18870-6,6827-0,6983-1,87603-7"
+"BDQ"	5388906	"Bedaquiline"	"Other antibacterials"	"J04AK05,QJ04AK05"			"NA"	"NA"	86	"mg"			"80637-2,88703-4,88704-2,94274-8,96107-8"
+"BEK"	439318	"Bekanamycin"	"Aminoglycosides"	"J01GB13,QJ01GB13"			"NA"	"aminodeoxykanamycin,becanamicina,bekanamicina,bekanamycine,bekanamycinum"			0.6	"g"	"NA"
+"BNB"		"Benzathine benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE08,QJ01CE08"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"NA"			3.6	"g"	"NA"
+"BNP"	64725	"Benzathine phenoxymethylpenicillin"	"Beta-lactams/penicillins"	"J01CE10,QJ01CE10"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"bicillin,biphecillin"	2	"g"			"NA"
+"PEN"	5904	"Benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE01,QJ01CE01,QJ51CE01,QS01AA14,S01AA14"	"Combinations of antibacterials"	"Combinations of antibacterials"	"bepe,pen,peni,peni g,penic8,penica,penici,penicillin,penicillin g,penora,pg"	"bencilpenicilina,benzopenicillin,benzylpenicilline,benzylpenicillinum,capicillin,cillora,cilloral,cilopen,cintrisul,cosmopen,cristapen,crystapen,dropcillin,eskacillin,falapen,forpen,galofak,gelacillin,hipercilina,hyasorb,hylenta,lemopen,liquacillin,liquapen,monocillin,monopen,mycofarm,novocillin,penalev,penicillinum,penilaryn,penisem,pentid,pentids,pfizerpen,pharmacillin,pradupen,scotcil,sugracillin,sugracillinsalt,tabilin,ursopen,veticillin"			3.6	"g"	"NA"
 "PEN-S"		"Benzylpenicillin screening test"	"Beta-lactams/penicillins"	"NA"			"pen screen"	"NA"					"NA"
-"BES"	10178705	"Besifloxacin"	"Fluoroquinolones"	"S01AE08"			"NA"	"besivance"					"73606-6,73628-0,73651-2"
+"BES"	10178705	"Besifloxacin"	"Fluoroquinolones"	"QS01AE08,S01AE08"			"besifl"	"besivance"					"73606-6,73628-0,73651-2"
 "BLA-S"		"Beta-lactamase screening test"	"Other"	"NA"			"beta-lactamase,betalactamase,bl screen,blt screen"	"NA"					"NA"
-"BIA"	71339	"Biapenem"	"Carbapenems"	"J01DH05"			"NA"	"biapenern,omegacin"			1.2	"g"	"41665-1,41666-9,41667-7,41728-7"
+"BIA"	71339	"Biapenem"	"Carbapenems"	"J01DH05,QJ01DH05"			"biapen"	"biapenern,omegacin"			1.2	"g"	"41665-1,41666-9,41667-7,41728-7"
 "BCZ"	65807	"Bicyclomycin"	"Other antibacterials"	"NA"			"bicozamycin"	"aizumycin,bacfeed,bacteron,bicozamicina,bicozamycin,bicozamycine,bicozamycinum"					"NA"
-"BLM"	5360373	"Bleomycin"	"Glycopeptides"	"L01DC01"			"NA"	"blenamax,blenoxane,bleocin,bleomicin,bleomicina,bleomycine,bleomycins,bleomycinum,blexane,nbleomycinamide"					"NA"
-"BDP"	68760	"Brodimoprim"	"Trimethoprims"	"J01EA02"	"Sulfonamides and trimethoprim"	"Trimethoprim and derivatives"	"NA"	"brodimoprima,brodimoprime,brodimoprimum,bromdimoprim,hyprim,unitrim"	0.2	"g"			"NA"
-"BUT"	47472	"Butoconazole"	"Antifungals/antimycotics"	"G01AF15"			"NA"	"butaconazole,butoconazol,butoconazolum,gynofort"					"NA"
+"BLM"	5360373	"Bleomycin"	"Glycopeptides"	"L01DC01,QL01DC01"			"NA"	"blenamax,blenoxane,bleocin,bleomicin,bleomicina,bleomycine,bleomycins,bleomycinum,blexane,nbleomycinamide"					"NA"
+"BDP"	68760	"Brodimoprim"	"Trimethoprims"	"J01EA02,QJ01EA02"	"Sulfonamides and trimethoprim"	"Trimethoprim and derivatives"	"NA"	"brodimoprima,brodimoprime,brodimoprimum,bromdimoprim,hyprim,unitrim"	0.2	"g"			"NA"
+"BUT"	47472	"Butoconazole"	"Antifungals/antimycotics"	"G01AF15,QG01AF15"			"NA"	"butaconazole,butoconazol,butoconazolum,gynofort"					"NA"
 "CDZ"	44242317	"Cadazolid"	"Oxazolidinones"	"NA"			"NA"	"NA"					"NA"
-"CLA"		"Calcium aminosalicylate"	"Antimycobacterials"	"J04AA03"	"Drugs for treatment of tuberculosis"	"Aminosalicylic acid and derivatives"	"NA"	"NA"	15	"g"			"NA"
-"CAP"	135565060	"Capreomycin"	"Antimycobacterials"	"J04AB30"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"capr"	"NA"			1	"g"	"16545-6,18872-2,23607-5,25210-6,25211-4,25212-2,42643-7,48170-5,55-4,55623-3,56-2,57-0,58-8,61355-4,89483-2"
-"CRB"	20824	"Carbenicillin"	"Beta-lactams/penicillins"	"J01CA03"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"bar,carb,cb"	"anabactyl,carbecin,carbenicilina,carbenicillina,carbenicilline,carbenicillinum,dicarbenicillin,dipenicillin,fugacillin,geopen,gripenin,hyoper,microcillin,piopen,pyocianil,pyoclox,pyopan,pyopen,pyopene"			12	"g"	"18873-0,3434-8,41668-5,59-6,60-4,61-2,62-0"
-"CRN"	93184	"Carindacillin"	"Beta-lactams/penicillins"	"J01CA05"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"carindacilina,carindacilline,carindacillinsalt,carindacillinum,geocillin,indanylcarbinicillin,urobac"	4	"g"			"NA"
-"CAR"	6540466	"Carumonam"	"Monobactams"	"J01DF02"			"NA"	"carumonamum"			2	"g"	"51694-8"
-"CAS"	2826718	"Caspofungin"	"Antifungals/antimycotics"	"J02AX04"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"casp"	"cancidas,caspofungina"			50	"mg"	"32378-2,54175-5,54176-3,54185-4,58419-3"
-"CAC"	91562	"Cefacetrile"	"Cephalosporins (1st gen.)"	"J01DB10"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"cefacetril,cefacetrilo,cefacetrilum,celospor,cephacetrile,vetrimast"					"55624-1,55625-8,55626-6,55627-4"
-"CEC"	51039	"Cefaclor"	"Cephalosporins (2nd gen.)"	"J01DC04"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"ccl,cec,cf,cfac,cfc,cfcl,cfr,fac"	"alenfral,alfacet,alfatil,ceclor,cefachlor,cefaclorum,cefeaclor,cephaclor,compound,distaclor,keflor,kefolor,kefral,keftab,keftid,lilly,lopac,panacef,panoral,raniclor"	1	"g"			"16564-7,18874-8,21149-0,6986-4,83-6,84-4,85-1,86-9"
-"CFR"	47965	"Cefadroxil"	"Cephalosporins (1st gen.)"	"J01DB05"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cfdx,cfr,fad"	"bidocel,cefadrops,cefadroxilo,cefadroxilum,cefradroxil,cefzil,cephadroxil,duracef,duricef,kefroxil,sumacef,ultracef"	2	"g"			"16565-4,18875-5,55628-2,63-8,64-6,65-3,66-1"
-"LEX"	27447	"Cefalexin"	"Cephalosporins (1st gen.)"	"J01DB01"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cflx"	"adcadina,alcephin,alsporin,ambal,amplex,aristosporin,azabort,bactopenor,beliam,biocef,carnosporin,cefablan,cefacet,cefadal,cefadin,cefadina,cefalekey,cefaleksin,cefalessina,cefalexgobens,cefalexina,cefalexine,cefalexinum,cefalin,cefalival,cefaloto,cefanex,cefaseptin,cefax,ceffanex,cefibacter,ceflax,ceforal,cefovit,celexin,cepastar,cepexin,cephacillin,cephalexine,cephalexinum,cephalobene,cephanasten,cephaxin,cephin,cepol,ceporex,ceporexin,ceporexine,cerexin,cerexins,check,cophalexin,domucef,doriman,durantel,efemida,erocetin,factagard,felexin,fexin,ibilex,ibrexin,inphalex,karilexina,kefalospes,keflet,keflex,kefolan,keforal,kekrinal,kidolex,lafarine,larixin,lenocef,lexibiotico,loisine,lonflex,lopilexin,losporal,madlexin,maksipor,mamalexin,mamlexin,medolexin,medoxine,neokef,neolexina,noveol,novolexin,nufex,optocef,oracef,oriphex,oroxin,ortisporina,ospexin,palitrex,panixine,pectril,prindex,pyassan,rilexine,roceph,rogevil,sanaxin,sartosona,sencephalin,sepexin,servicef,servispor,sialexin,sinthecillin,sintolexyn,sporicef,sporidex,syncl,syncle,synecl,taicelexin,tepaxin,theratrex,tokiolexin,uphalexin,viosporine,voxxim,winlex,zabytrex,zozarine"	2	"g"			"NA"
-"RID"	5773	"Cefaloridine"	"Cephalosporins (1st gen.)"	"J01DB02"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefa"	"aliporina,ampligram,cefaloridin,cefaloridina,cefaloridinum,cefalorizin,ceflorin,cepaloridin,cepalorin,cephalomycine,cephaloridin,cephaloridine,cephaloridinum,ceporan,ceporin,ceporine,cilifor,deflorin,faredina,floridin,glaxoridin,intrasporin,keflodin,keflordin,kefloridin,kefspor,lloncefal,sasperin,sefacin,verolgin,vioviantine"			3	"g"	"NA"
-"CEP"	6024	"Cefalotin"	"Cephalosporins (1st gen.)"	"J01DB03"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cfal,cflt"	"averon,cefalothin,cefalothine,cefalothinsalt,cefalotina,cefalotine,cefalotinsalt,cefalotinum,cemastin,cephalothin,cephalothinsalt,cephalothinum,cephalotin,cephalotinsalt,ceporacin,cepovenin,coaxin,keflin,lospoven,microtin,seffin,synclotin,toricelocin"			4	"g"	"NA"
-"MAN"	456255	"Cefamandole"	"Cephalosporins (2nd gen.)"	"J01DC03"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cfam,cfmn"	"cefadole,cefamandol,cefamandolum,cephadole,kefamandol,kefdole,mancef"			6	"g"	"18876-3,3441-3,41669-3,55634-0,55635-7,55636-5,55637-3,67-9,68-7,69-5,70-3"
-"HAP"	30699	"Cefapirin"	"Cephalosporins (1st gen.)"	"J01DB08"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"ambrocef,brisfirina,brisporin,bristocef,cefadyl,cefalak,cefaloject,cefapirina,cefapirine,cefapirinsalt,cefapirinum,cefaprin,cefatrex,cefatrexyl,cephapirin,cephapirine,cephapirinsalt,cephatrexil,cephatrexyl,metricure"			4	"g"	"NA"
-"CTZ"	6410758	"Cefatrizine"	"Cephalosporins (1st gen.)"	"J01DB07"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"bricef,cefathiamidine,cefatrix,cefatrizino,cefatrizinum,cephatriazine,cepticol,cetrazil,latocef,orosporina,orotric,seapuron,trizina"	1	"g"			"18877-1,55639-9,71-1,72-9,73-7,74-5"
-"CZD"	71736	"Cefazedone"	"Cephalosporins (1st gen.)"	"J01DB06"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"cefazedon,cefazedona,cefazedonesalt,cefazedonum,refosporen,refosporene,refosporin,refosporinsalt"			3	"g"	"NA"
-"CZO"	33255	"Cefazolin"	"Cephalosporins (1st gen.)"	"J01DB04"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cfz,cfzl,cz,czol,faz,kz"	"ancef,atirin,biazolina,cefabiozim,cefacidal,cefalomicina,cefamedin,cefamezin,cefazil,cefazina,cefazolina,cefazoline,cefazolinsalt,cefazolinum,cephamezine,cephazolidin,cephazolin,cephazoline,elzogram,firmacef,gramaxin,kefzol,lampocef,liviclina,neofazol,oprea,recef,totacef,zolicef,zolisint"			3	"g"	"16566-2,18878-9,25235-3,3442-1,3443-9,41670-1,75-2,76-0,77-8,78-6,80962-4,85422-4"
-"CFB"	127527	"Cefbuperazone"	"Other antibacterials"	"J01DC13"			"NA"	"cefbuperazona,cefbuperazonesalt,cefbuperazonum,cefbuperzaone,cerbuperazone,keiperazon,tomiporan"			2	"g"	"NA"
-"CCP"	6436055	"Cefcapene"	"Cephalosporins (3rd gen.)"	"J01DD17"			"NA"	"flomox"	0.45	"g"			"100044-7,76143-7"
+"CLA"		"Calcium aminosalicylate"	"Antimycobacterials"	"J04AA03,QJ04AA03"	"Drugs for treatment of tuberculosis"	"Aminosalicylic acid and derivatives"	"NA"	"NA"	15	"g"			"NA"
+"CAP"	135565060	"Capreomycin"	"Antimycobacterials"	"J04AB30,QJ04AB30"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"capr,capreo"	"NA"			1	"g"	"16545-6,18872-2,23607-5,25210-6,25211-4,25212-2,42643-7,48170-5,55-4,55623-3,56-2,57-0,58-8,61355-4,89483-2"
+"CRB"	20824	"Carbenicillin"	"Beta-lactams/penicillins"	"J01CA03,QJ01CA03"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"bar,carb,carben,cb"	"anabactyl,carbecin,carbenicilina,carbenicillina,carbenicilline,carbenicillinum,dicarbenicillin,dipenicillin,fugacillin,geopen,gripenin,hyoper,microcillin,piopen,pyocianil,pyoclox,pyopan,pyopen,pyopene"			12	"g"	"18873-0,3434-8,41668-5,59-6,60-4,61-2,62-0"
+"CRN"	93184	"Carindacillin"	"Beta-lactams/penicillins"	"J01CA05,QJ01CA05"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"carindacilina,carindacilline,carindacillinsalt,carindacillinum,geocillin,indanylcarbinicillin,urobac"	4	"g"			"NA"
+"CAR"	6540466	"Carumonam"	"Monobactams"	"J01DF02,QJ01DF02"			"NA"	"carumonamum"			2	"g"	"51694-8"
+"CAS"	2826718	"Caspofungin"	"Antifungals/antimycotics"	"J02AX04,QJ02AX04"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"casp,caspof"	"cancidas,caspofungina"			50	"mg"	"32378-2,54175-5,54176-3,54185-4,58419-3"
+"CAC"	91562	"Cefacetrile"	"Cephalosporins (1st gen.)"	"J01DB10,QJ01DB10,QJ51DB10"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cephac"	"cefacetril,cefacetrilo,cefacetrilum,celospor,cephacetrile,vetrimast"					"55624-1,55625-8,55626-6,55627-4"
+"CEC"	51039	"Cefaclor"	"Cephalosporins (2nd gen.)"	"J01DC04,QJ01DC04"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"ccl,cec,cefacl,cf,cfac,cfc,cfcl,cfr,fac"	"alenfral,alfacet,alfatil,ceclor,cefachlor,cefaclorum,cefeaclor,cephaclor,compound,distaclor,keflor,kefolor,kefral,keftab,keftid,lilly,lopac,panacef,panoral,raniclor"	1	"g"			"16564-7,18874-8,21149-0,6986-4,83-6,84-4,85-1,86-9"
+"CFR"	47965	"Cefadroxil"	"Cephalosporins (1st gen.)"	"J01DB05,QJ01DB05"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefadr,cfdx,cfr,fad"	"bidocel,cefadrops,cefadroxilo,cefadroxilum,cefradroxil,cefzil,cephadroxil,duracef,duricef,kefroxil,sumacef,ultracef"	2	"g"			"16565-4,18875-5,55628-2,63-8,64-6,65-3,66-1"
+"LEX"	27447	"Cefalexin"	"Cephalosporins (1st gen.)"	"J01DB01,QJ01DB01,QJ51DB01"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cepale,cflx"	"adcadina,alcephin,alsporin,ambal,amplex,aristosporin,azabort,bactopenor,beliam,biocef,carnosporin,cefablan,cefacet,cefadal,cefadin,cefadina,cefalekey,cefaleksin,cefalessina,cefalexgobens,cefalexina,cefalexine,cefalexinum,cefalin,cefalival,cefaloto,cefanex,cefaseptin,cefax,ceffanex,cefibacter,ceflax,ceforal,cefovit,celexin,cepastar,cepexin,cephacillin,cephalexine,cephalexinum,cephalobene,cephanasten,cephaxin,cephin,cepol,ceporex,ceporexin,ceporexine,cerexin,cerexins,check,cophalexin,domucef,doriman,durantel,efemida,erocetin,factagard,felexin,fexin,ibilex,ibrexin,inphalex,karilexina,kefalospes,keflet,keflex,kefolan,keforal,kekrinal,kidolex,lafarine,larixin,lenocef,lexibiotico,loisine,lonflex,lopilexin,losporal,madlexin,maksipor,mamalexin,mamlexin,medolexin,medoxine,neokef,neolexina,noveol,novolexin,nufex,optocef,oracef,oriphex,oroxin,ortisporina,ospexin,palitrex,panixine,pectril,prindex,pyassan,rilexine,roceph,rogevil,sanaxin,sartosona,sencephalin,sepexin,servicef,servispor,sialexin,sinthecillin,sintolexyn,sporicef,sporidex,syncl,syncle,synecl,taicelexin,tepaxin,theratrex,tokiolexin,uphalexin,viosporine,voxxim,winlex,zabytrex,zozarine"	2	"g"			"NA"
+"RID"	5773	"Cefaloridine"	"Cephalosporins (1st gen.)"	"J01DB02,QJ01DB02"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefa,ceplor"	"aliporina,ampligram,cefaloridin,cefaloridina,cefaloridinum,cefalorizin,ceflorin,cepaloridin,cepalorin,cephalomycine,cephaloridin,cephaloridine,cephaloridinum,ceporan,ceporin,ceporine,cilifor,deflorin,faredina,floridin,glaxoridin,intrasporin,keflodin,keflordin,kefloridin,kefspor,lloncefal,sasperin,sefacin,verolgin,vioviantine"			3	"g"	"NA"
+"CEP"	6024	"Cefalotin"	"Cephalosporins (1st gen.)"	"J01DB03,QJ01DB03"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cephal,cfal,cflt"	"averon,cefalothin,cefalothine,cefalothinsalt,cefalotina,cefalotine,cefalotinsalt,cefalotinum,cemastin,cephalothin,cephalothinsalt,cephalothinum,cephalotin,cephalotinsalt,ceporacin,cepovenin,coaxin,keflin,lospoven,microtin,seffin,synclotin,toricelocin"			4	"g"	"NA"
+"MAN"	456255	"Cefamandole"	"Cephalosporins (2nd gen.)"	"J01DC03,QJ01DC03"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefama,cfam,cfmn"	"cefadole,cefamandol,cefamandolum,cephadole,kefamandol,kefdole,mancef"			6	"g"	"18876-3,3441-3,41669-3,55634-0,55635-7,55636-5,55637-3,67-9,68-7,69-5,70-3"
+"HAP"	30699	"Cefapirin"	"Cephalosporins (1st gen.)"	"J01DB08,QG51AA05,QJ01DB08,QJ51DB08"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cephap"	"ambrocef,brisfirina,brisporin,bristocef,cefadyl,cefalak,cefaloject,cefapirina,cefapirine,cefapirinsalt,cefapirinum,cefaprin,cefatrex,cefatrexyl,cephapirin,cephapirine,cephapirinsalt,cephatrexil,cephatrexyl,metricure"			4	"g"	"NA"
+"CTZ"	6410758	"Cefatrizine"	"Cephalosporins (1st gen.)"	"J01DB07,QJ01DB07"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefatr"	"bricef,cefathiamidine,cefatrix,cefatrizino,cefatrizinum,cephatriazine,cepticol,cetrazil,latocef,orosporina,orotric,seapuron,trizina"	1	"g"			"18877-1,55639-9,71-1,72-9,73-7,74-5"
+"CZD"	71736	"Cefazedone"	"Cephalosporins (1st gen.)"	"J01DB06,QJ01DB06"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefaze"	"cefazedon,cefazedona,cefazedonesalt,cefazedonum,refosporen,refosporene,refosporin,refosporinsalt"			3	"g"	"NA"
+"CZO"	33255	"Cefazolin"	"Cephalosporins (1st gen.)"	"J01DB04,QJ01DB04,QJ51DB04"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cefazo,cfz,cfzl,cz,czol,faz,kz"	"ancef,atirin,biazolina,cefabiozim,cefacidal,cefalomicina,cefamedin,cefamezin,cefazil,cefazina,cefazolina,cefazoline,cefazolinsalt,cefazolinum,cephamezine,cephazolidin,cephazolin,cephazoline,elzogram,firmacef,gramaxin,kefzol,lampocef,liviclina,neofazol,oprea,recef,totacef,zolicef,zolisint"			3	"g"	"16566-2,18878-9,25235-3,3442-1,3443-9,41670-1,75-2,76-0,77-8,78-6,80962-4,85422-4"
+"CFB"	127527	"Cefbuperazone"	"Other antibacterials"	"J01DC13,QJ01DC13"			"cefbup"	"cefbuperazona,cefbuperazonesalt,cefbuperazonum,cefbuperzaone,cerbuperazone,keiperazon,tomiporan"			2	"g"	"NA"
+"CCP"	6436055	"Cefcapene"	"Cephalosporins (3rd gen.)"	"J01DD17,QJ01DD17"			"cefcap"	"flomox"	0.45	"g"			"100044-7,76143-7"
 "CCX"	5282438	"Cefcapene pivoxil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"cefcamate,flumax"					"NA"
-"CDR"	6915944	"Cefdinir"	"Cephalosporins (3rd gen.)"	"J01DD15"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cd,cdn,cdr,cfd,din"	"cefdinirum,cefdinyl,cefdirnir,ceftinex,cefzon,omnicef"	0.6	"g"			"23636-4,23637-2,35757-4,35758-2"
-"DIT"	9870843	"Cefditoren"	"Cephalosporins (3rd gen.)"	"J01DD16"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cdn"	"cefditoreno,spectracef"	0.4	"g"			"35759-0,35760-8,35761-6,35762-4"
+"CDR"	6915944	"Cefdinir"	"Cephalosporins (3rd gen.)"	"J01DD15,QJ01DD15"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cd,cdn,cdr,cefdin,cfd,din"	"cefdinirum,cefdinyl,cefdirnir,ceftinex,cefzon,omnicef"	0.6	"g"			"23636-4,23637-2,35757-4,35758-2"
+"DIT"	9870843	"Cefditoren"	"Cephalosporins (3rd gen.)"	"J01DD16,QJ01DD16"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cdn,cefdit"	"cefditoreno,spectracef"	0.4	"g"			"35759-0,35760-8,35761-6,35762-4"
 "DIX"	6437877	"Cefditoren pivoxil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"cefditorin,meiact,pivaloyloxymethyl"					"NA"
-"FEP"	5479537	"Cefepime"	"Cephalosporins (4th gen.)"	"J01DE01"	"Other beta-lactam antibacterials"	"Fourth-generation cephalosporins"	"cfep,cfpi,cpe,cpm,fep,pm,xpm"	"anticefepime,axepim,cefepima,cefepimum,maxipime,pyrrolidinium,renapime"			4	"g"	"101502-3,18879-7,31142-3,31143-1,35763-2,38363-8,42350-9,42351-7,42353-3,50631-1,58412-8,6643-1,6644-9,6645-7,6646-5,6987-2,8272-7,8273-5"
-"CFA"		"Cefepime/amikacin"	"Cephalosporins (4th gen.)"	"J01RA06"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"CPC"	9567559	"Cefepime/clavulanic acid"	"Cephalosporins (4th gen.)"	"NA"			"cicl,xpml"	"NA"					"NA"
-"FPE"	23653540	"Cefepime/enmetazobactam"	"Cephalosporins (4th gen.)"	"NA"			"NA"	"NA"					"NA"
-"FNC"		"Cefepime/nacubactam"	"Cephalosporins (4th gen.)"	"NA"			"NA"	"NA"					"NA"
-"FPT"	9567558	"Cefepime/tazobactam"	"Cephalosporins (4th gen.)"	"NA"			"NA"	"NA"					"NA"
-"FPZ"		"Cefepime/zidebactam"	"Cephalosporins (4th gen.)"	"NA"			"NA"	"NA"					"NA"
-"CAT"	5487888	"Cefetamet"	"Cephalosporins (3rd gen.)"	"J01DD10"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"cefetametum,deacetoxycefotaxime,epocelin"	1	"g"			"32377-4,35764-0,35765-7,55640-7"
+"FEP"	5479537	"Cefepime"	"Cephalosporins (4th gen.)"	"J01DE01,QJ01DE01"	"Other beta-lactam antibacterials"	"Fourth-generation cephalosporins"	"cefep4,cefepi,cfep,cfpi,cpe,cpm,fep,pm,xpm"	"anticefepime,axepim,cefepima,cefepimum,maxipime,pyrrolidinium,renapime"			4	"g"	"101502-3,18879-7,31142-3,31143-1,35763-2,38363-8,42350-9,42351-7,42353-3,50631-1,58412-8,6643-1,6644-9,6645-7,6646-5,6987-2,8272-7,8273-5"
+"CFA"		"Cefepime/amikacin"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"CPC"	9567559	"Cefepime/clavulanic acid"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"			"cefcla,cicl,xpml"	"NA"					"NA"
+"FPE"	23653540	"Cefepime/enmetazobactam"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"			"NA"	"NA"					"NA"
+"FNC"		"Cefepime/nacubactam"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"			"NA"	"NA"					"NA"
+"FPT"	9567558	"Cefepime/tazobactam"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"			"NA"	"NA"					"NA"
+"FPZ"		"Cefepime/zidebactam"	"Cephalosporins (4th gen.)"	"J01DE51,QJ01DE51"			"NA"	"NA"					"NA"
+"CAT"	5487888	"Cefetamet"	"Cephalosporins (3rd gen.)"	"J01DD10,QJ01DD10"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefeta,cefmtm"	"cefetametum,deacetoxycefotaxime,epocelin"	1	"g"			"32377-4,35764-0,35765-7,55640-7"
 "CPI"	5486182	"Cefetamet pivoxil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"cefetametpivoxil,cefyl,globocef"					"NA"
 "CCL"	71719688	"Cefetecol"	"Cephalosporins (4th gen.)"	"NA"			"cefcatacol"	"NA"					"NA"
 "CZL"	193956	"Cefetrizole"	"Cephalosporins (unclassified gen.)"	"NA"			"NA"	"cefetrizolum"					"NA"
-"FDC"	77843966	"Cefiderocol"	"Cephalosporins (unclassified gen.)"	"J01DI04"			"NA"	"fetcroja"			6	"g"	"95767-0,99280-0,99503-5"
-"CFM"	5362065	"Cefixime"	"Cephalosporins (3rd gen.)"	"J01DD08"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfe,cfix,cfxm,dcfm,fix,ix"	"cefixim,cefixima,cefiximum,cefixoral,cefspan,cephoral,citropen,denvar,necopen,oraken,oroken,suprax,tricef,unixime"	0.4	"g"			"16567-0,18880-5,25236-1,35766-5,79-4,80-2,81-0,82-8"
-"CEO"		"Cefixime/ornidazole"	"Other antibacterials"	"J01RA15"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"CMX"	9570757	"Cefmenoxime"	"Cephalosporins (3rd gen.)"	"J01DD05,S01AA31,S02AA18"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"bestron,cefmenoxima,cefmenoximum,tacef"			2	"g"	"32375-8,54174-8,54203-5,55641-5"
-"CMZ"	42008	"Cefmetazole"	"Cephalosporins (2nd gen.)"	"J01DC09"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"NA"	"cefmetazol,cefmetazolo,cefmetazolum,cefmetazon,metafar,zefazone"			4	"g"	"11575-8,18881-3,25222-1,87-7,88-5,89-3,90-1"
-"CNX"	71141	"Cefminox"	"Other antibacterials"	"J01DC12"			"NA"	"alteporina,cefminoxhydrate,cefminoxum,meicelin,tencef"			4	"g"	"54908-9"
-"DIZ"	5361871	"Cefodizime"	"Cephalosporins (3rd gen.)"	"J01DD09"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"cefodizima,cefodizimum,cefodizme,diezime,kenicef,modivid,neucef,timecef"			2	"g"	"18882-1,6988-0,91-9,92-7,93-5,94-3"
-"CID"	43594	"Cefonicid"	"Cephalosporins (2nd gen.)"	"J01DC06"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"NA"	"cefonicide,cefonicido,cefonicidsalt,cefonicidum,monocef,monocid"			1	"g"	"18883-9,25237-9,3444-7,55642-3,95-0,96-8,97-6,98-4"
-"CFP"	44187	"Cefoperazone"	"Cephalosporins (3rd gen.)"	"J01DD12"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfp,cfpz,cp,cpz,fop,per"	"bioperazone,cefob,cefobid,cefobis,cefoneg,cefoper,cefoperazin,cefoperazine,cefoperazon,cefoperazona,cefoperazonesalt,cefoperazono,cefoperazonum,cefozon,medocef,myticef,pathozone,peracef,tomabef"			4	"g"	"100-8,101-6,102-4,18884-7,3445-4,35767-3,35768-1,54166-4,54167-2,54168-0,99-2"
-"CSL"		"Cefoperazone/sulbactam"	"Cephalosporins (3rd gen.)"	"J01DD62"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"NA"			4	"g"	"35768-1,54166-4,54167-2,54168-0"
-"CND"	43507	"Ceforanide"	"Cephalosporins (2nd gen.)"	"J01DC11"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"NA"	"ceforanido,ceforanidum,precef"			4	"g"	"103-2,104-0,105-7,106-5,18885-4,55643-1"
-"CSE"	9830519	"Cefoselis"	"Cephalosporins (4th gen.)"	"NA"			"NA"	"winsef"					"NA"
-"CTX"	5742673	"Cefotaxime"	"Cephalosporins (3rd gen.)"	"J01DD01"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfot,cft,cftx,ct,ctx,fot,tax,xct"	"anticefotaxime,cefotax,cefotaxim,cefotaxima,cefotaximesalt,cefotaximsalt,cefotaximum,cephotaxim,cephotaxime,claforan,kefotex,omnatax,pretor,ralopar,tolycar,tolycor,zariviz"			4	"g"	"101479-4,101480-2,107-3,108-1,109-9,110-7,18886-2,25238-7,31138-1,31139-9,3446-2,35769-9,35770-7,35771-5,41671-9,50632-9,52128-6,54191-2,54192-0,54193-8,55189-5,55644-9,6989-8,80961-6"
+"FDC"	77843966	"Cefiderocol"	"Cephalosporins (unclassified gen.)"	"J01DI04,QJ01DI04"			"NA"	"fetcroja"			6	"g"	"95767-0,99280-0,99503-5"
+"CFM"	5362065	"Cefixime"	"Cephalosporins (3rd gen.)"	"J01DD08,QJ01DD08"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefixi,cfe,cfix,cfxm,dcfm,fix,ix"	"cefixim,cefixima,cefiximum,cefixoral,cefspan,cephoral,citropen,denvar,necopen,oraken,oroken,suprax,tricef,unixime"	0.4	"g"			"16567-0,18880-5,25236-1,35766-5,79-4,80-2,81-0,82-8"
+"CEO"		"Cefixime/ornidazole"	"Other antibacterials"	"J01DD58,QJ01DD58"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"CMX"	9570757	"Cefmenoxime"	"Cephalosporins (3rd gen.)"	"J01DD05,QJ01DD05,QS01AA31,QS02AA18,S01AA31,S02AA18"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefmen"	"bestron,cefmenoxima,cefmenoximum,tacef"			2	"g"	"32375-8,54174-8,54203-5,55641-5"
+"CMZ"	42008	"Cefmetazole"	"Cephalosporins (2nd gen.)"	"J01DC09,QJ01DC09"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefmet"	"cefmetazol,cefmetazolo,cefmetazolum,cefmetazon,metafar,zefazone"			4	"g"	"11575-8,18881-3,25222-1,87-7,88-5,89-3,90-1"
+"CNX"	71141	"Cefminox"	"Other antibacterials"	"J01DC12,QJ01DC12"			"cefmin"	"alteporina,cefminoxhydrate,cefminoxum,meicelin,tencef"			4	"g"	"54908-9"
+"DIZ"	5361871	"Cefodizime"	"Cephalosporins (3rd gen.)"	"J01DD09,QJ01DD09"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"cefodizima,cefodizimum,cefodizme,diezime,kenicef,modivid,neucef,timecef"			2	"g"	"18882-1,6988-0,91-9,92-7,93-5,94-3"
+"CID"	43594	"Cefonicid"	"Cephalosporins (2nd gen.)"	"J01DC06,QJ01DC06"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefoni"	"cefonicide,cefonicido,cefonicidsalt,cefonicidum,monocef,monocid"			1	"g"	"18883-9,25237-9,3444-7,55642-3,95-0,96-8,97-6,98-4"
+"CFP"	44187	"Cefoperazone"	"Cephalosporins (3rd gen.)"	"J01DD12,QJ01DD12,QJ51DD12"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefope,cfp,cfpz,cp,cpz,fop,per"	"bioperazone,cefob,cefobid,cefobis,cefoneg,cefoper,cefoperazin,cefoperazine,cefoperazon,cefoperazona,cefoperazonesalt,cefoperazono,cefoperazonum,cefozon,medocef,myticef,pathozone,peracef,tomabef"			4	"g"	"100-8,101-6,102-4,18884-7,3445-4,35767-3,35768-1,54166-4,54167-2,54168-0,99-2"
+"CSL"		"Cefoperazone/sulbactam"	"Cephalosporins (3rd gen.)"	"J01DD62,QJ01DD62"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"fopsul"	"NA"			4	"g"	"35768-1,54166-4,54167-2,54168-0"
+"CND"	43507	"Ceforanide"	"Cephalosporins (2nd gen.)"	"J01DC11,QJ01DC11"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefora"	"ceforanido,ceforanidum,precef"			4	"g"	"103-2,104-0,105-7,106-5,18885-4,55643-1"
+"CSE"	9830519	"Cefoselis"	"Cephalosporins (4th gen.)"	"NA"			"cefose"	"winsef"					"NA"
+"CTX"	5742673	"Cefotaxime"	"Cephalosporins (3rd gen.)"	"J01DD01,QJ01DD01"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefo32,cefota,cfot,cft,cftx,ct,ctx,fot,fot1,tax,taxmen,taxnme,xct"	"anticefotaxime,cefotax,cefotaxim,cefotaxima,cefotaximesalt,cefotaximsalt,cefotaximum,cephotaxim,cephotaxime,claforan,kefotex,omnatax,pretor,ralopar,tolycar,tolycor,zariviz"			4	"g"	"101479-4,101480-2,107-3,108-1,109-9,110-7,18886-2,25238-7,31138-1,31139-9,3446-2,35769-9,35770-7,35771-5,41671-9,50632-9,52128-6,54191-2,54192-0,54193-8,55189-5,55644-9,6989-8,80961-6"
 "CTX-S"		"Cefotaxime screening test"	"Cephalosporins (3rd gen.)"	"NA"			"ctx screen"	"NA"					"NA"
-"CTC"	9575353	"Cefotaxime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"J01DD51"			"cxcl,xctl"	"NA"					"NA"
-"CTS"	9574753	"Cefotaxime/sulbactam"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"NA"					"54191-2,54192-0,54193-8,55644-9"
-"CTT"	53025	"Cefotetan"	"Cephalosporins (2nd gen.)"	"J01DC05"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cftt,cn,cte,ctn,ctt,tans"	"apacef,apatef,cefotetanum"			4	"g"	"111-5,112-3,113-1,114-9,18887-0,25239-5,3447-0,41672-7,41673-5,41674-3,41729-5,6990-6"
-"CTF"	43708	"Cefotiam"	"Cephalosporins (2nd gen.)"	"J01DC07"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"NA"	"aspil,cefotiamum,ceradon,halospor,pansporin,pansporine,spizef"	1.2	"g"	4	"g"	"32374-1,35772-3,35773-1,55645-6,55737-1,55738-9,55739-7,55740-5"
+"CTC"	9575353	"Cefotaxime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"J01DD51,QJ01DD51"			"cxcl,taxcla,xctl"	"NA"					"NA"
+"CTS"	9574753	"Cefotaxime/sulbactam"	"Cephalosporins (3rd gen.)"	"J01DD51,QJ01DD51"			"NA"	"NA"					"54191-2,54192-0,54193-8,55644-9"
+"CTT"	53025	"Cefotetan"	"Cephalosporins (2nd gen.)"	"J01DC05,QJ01DC05"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefote,cftt,cn,cte,ctn,ctt,tans"	"apacef,apatef,cefotetanum"			4	"g"	"111-5,112-3,113-1,114-9,18887-0,25239-5,3447-0,41672-7,41673-5,41674-3,41729-5,6990-6"
+"CTF"	43708	"Cefotiam"	"Cephalosporins (2nd gen.)"	"J01DC07,QJ01DC07"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefoti"	"aspil,cefotiamum,ceradon,halospor,pansporin,pansporine,spizef"	1.2	"g"	4	"g"	"32374-1,35772-3,35773-1,55645-6,55737-1,55738-9,55739-7,55740-5"
 "CHE"	125846	"Cefotiam hexetil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"taketiam,texodil"					"55737-1,55738-9,55739-7,55740-5"
-"FOV"	9578573	"Cefovecin"	"Cephalosporins (3rd gen.)"	"QJ01DD91"			"NA"	"cefovecinsalt,convenia"					"76147-8,87792-8"
-"FOX"	441199	"Cefoxitin"	"Cephalosporins (2nd gen.)"	"J01DC01"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cfox,cfx,cfxt,cx,fox,fx"	"betacef,cefoxil,cefoxitina,cefoxitine,cefoxitinsalt,cefoxitinum,cefoxotin,cenomycin,farmoxin,mefoxin,mefoxithin,mefoxitin,merxin,rephoxitin"			6	"g"	"101492-7,115-6,116-4,117-2,118-0,18888-8,25220-5,25240-3,25366-6,3448-8,41675-0,41676-8,41677-6,41730-3,6991-4"
+"FOV"	9578573	"Cefovecin"	"Cephalosporins (3rd gen.)"	"QJ01DD91"			"cefove"	"cefovecinsalt,convenia"					"76147-8,87792-8"
+"FOX"	441199	"Cefoxitin"	"Cephalosporins (2nd gen.)"	"J01DC01,QJ01DC01"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefoxi,cfox,cfx,cfxt,cx,fox,fx"	"betacef,cefoxil,cefoxitina,cefoxitine,cefoxitinsalt,cefoxitinum,cefoxotin,cenomycin,farmoxin,mefoxin,mefoxithin,mefoxitin,merxin,rephoxitin"			6	"g"	"101492-7,115-6,116-4,117-2,118-0,18888-8,25220-5,25240-3,25366-6,3448-8,41675-0,41676-8,41677-6,41730-3,6991-4"
 "FOX-S"		"Cefoxitin screening test"	"Cephalosporins (2nd gen.)"	"NA"			"cfsc,fox1"	"NA"					"NA"
-"ZOP"	9571080	"Cefozopran"	"Cephalosporins (4th gen.)"	"J01DE03"			"NA"	"firstcin,imidazo"			4	"g"	"100045-4,53820-7"
-"CFZ"	68597	"Cefpimizole"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"ajicef,cefpimizol,cefpimizolesalt,cefpimizolum,renilan"					"NA"
-"CPM"	636405	"Cefpiramide"	"Cephalosporins (3rd gen.)"	"J01DD11"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"cefpiramida,cefpiramidesalt,cefpiramido,cefpiramidum,sepatren,suncefal"			2	"g"	"NA"
-"CPO"	5479539	"Cefpirome"	"Cephalosporins (4th gen.)"	"J01DE02"	"Other beta-lactam antibacterials"	"Fourth-generation cephalosporins"	"cfpr"	"broact,cefir,cefpiroma,cefpiromum,cefrom,keiten,romecef"			4	"g"	"18889-6,6647-3,6648-1,6649-9,6650-6,6992-2,8274-3,8275-0,8276-8"
-"CPD"	6335986	"Cefpodoxime"	"Cephalosporins (3rd gen.)"	"J01DD13"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfpd,cfpo,cpd,pod,px"	"cefpodoxima,cefpodoximum,epoxim"	0.4	"g"			"119-8,120-6,121-4,122-2,18890-4,25241-1,41678-4,41679-2,41680-0,41731-1,6993-0,90849-1"
+"ZOP"	9571080	"Cefozopran"	"Cephalosporins (4th gen.)"	"J01DE03,QJ01DE03"			"cefozo"	"firstcin,imidazo"			4	"g"	"100045-4,53820-7"
+"CFZ"	68597	"Cefpimizole"	"Cephalosporins (3rd gen.)"	"NA"			"cefpim"	"ajicef,cefpimizol,cefpimizolesalt,cefpimizolum,renilan"					"NA"
+"CPM"	636405	"Cefpiramide"	"Cephalosporins (3rd gen.)"	"J01DD11,QJ01DD11"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefpam"	"cefpiramida,cefpiramidesalt,cefpiramido,cefpiramidum,sepatren,suncefal"			2	"g"	"NA"
+"CPO"	5479539	"Cefpirome"	"Cephalosporins (4th gen.)"	"J01DE02,QJ01DE02"	"Other beta-lactam antibacterials"	"Fourth-generation cephalosporins"	"cefpom,cfpr"	"broact,cefir,cefpiroma,cefpiromum,cefrom,keiten,romecef"			4	"g"	"18889-6,6647-3,6648-1,6649-9,6650-6,6992-2,8274-3,8275-0,8276-8"
+"CPD"	6335986	"Cefpodoxime"	"Cephalosporins (3rd gen.)"	"J01DD13,QJ01DD13"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefpod,cfpd,cfpo,cpd,pod,pod4,px"	"cefpodoxima,cefpodoximum,epoxim"	0.4	"g"			"119-8,120-6,121-4,122-2,18890-4,25241-1,41678-4,41679-2,41680-0,41731-1,6993-0,90849-1"
 "CPX"	6526396	"Cefpodoxime proxetil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"banan,cefodox,cefoprox,cefpoderm,cefpodoximproxetil,cepodem,doxef,orelox,otreon,podomexef,simplicef,vantin"					"NA"
-"CDC"		"Cefpodoxime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"NA"			"cecl"	"NA"					"NA"
-"CPR"	5281006	"Cefprozil"	"Cephalosporins (2nd gen.)"	"J01DC10"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cpr,cpz,fp"	"arzimol,brisoral,cefprozilo,cefprozilum,cronocef,procef,serozil"	1	"g"			"123-0,124-8,125-5,126-3,18891-2,6994-8"
-"CEQ"	5464355	"Cefquinome"	"Cephalosporins (4th gen.)"	"QG51AA07,QJ01DE90,QJ51DE90"			"NA"	"cefquinoma,cefquinomum,cobactan,quinolinium"					"100046-2,76150-2"
-"CRD"	5284529	"Cefroxadine"	"Cephalosporins (1st gen.)"	"J01DB11"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"cefroxadin,cefroxadino,cefroxadinum,oraspor"	2.1	"g"			"NA"
-"CFS"	656575	"Cefsulodin"	"Cephalosporins (3rd gen.)"	"J01DD03"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfsl,cfsu"	"cefomonil,cefonomil,cefsulodine,cefsulodinhydrate,cefsulodino,cefsulodinum,pseudocef,pseudomonil,pyocefal,sulcephalosporin,takesulin,tilmapor,ulfaret"			4	"g"	"127-1,128-9,129-7,130-5,131-3,18892-0,25242-9,55647-2"
+"CDC"		"Cefpodoxime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"J01DD64,QJ01DD64"			"cecl,podcla"	"NA"	0.4	"g"			"NA"
+"CPR"	5281006	"Cefprozil"	"Cephalosporins (2nd gen.)"	"J01DC10,QJ01DC10"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefpro,cpr,cpz,fp"	"arzimol,brisoral,cefprozilo,cefprozilum,cronocef,procef,serozil"	1	"g"			"123-0,124-8,125-5,126-3,18891-2,6994-8"
+"CEQ"	5464355	"Cefquinome"	"Cephalosporins (4th gen.)"	"QG51AA07,QJ01DE90,QJ51DE90"			"cefqui"	"cefquinoma,cefquinomum,cobactan,quinolinium"					"100046-2,76150-2"
+"CRD"	5284529	"Cefroxadine"	"Cephalosporins (1st gen.)"	"J01DB11,QJ01DB11"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"ceftix"	"cefroxadin,cefroxadino,cefroxadinum,oraspor"	2.1	"g"			"NA"
+"CFS"	656575	"Cefsulodin"	"Cephalosporins (3rd gen.)"	"J01DD03,QJ01DD03"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cefsul,cfsl,cfsu"	"cefomonil,cefonomil,cefsulodine,cefsulodinhydrate,cefsulodino,cefsulodinum,pseudocef,pseudomonil,pyocefal,sulcephalosporin,takesulin,tilmapor,ulfaret"			4	"g"	"127-1,128-9,129-7,130-5,131-3,18892-0,25242-9,55647-2"
 "CSU"	68718	"Cefsumide"	"Cephalosporins (unclassified gen.)"	"NA"			"NA"	"cefsulmid,cefsumido,cefsumidum"					"NA"
-"CPT"	56841980	"Ceftaroline"	"Cephalosporins (5th gen.)"	"J01DI02"			"cfro"	"ceftaroine,teflaro,zinforo"			1.2	"g"	"73604-1,73605-8,73626-4,73627-2,73649-6,73650-4,74170-2"
+"CPT"	56841980	"Ceftaroline"	"Cephalosporins (5th gen.)"	"J01DI02,QJ01DI02"			"ceftar,cfro"	"ceftaroine,teflaro,zinforo"					"73604-1,73605-8,73626-4,73627-2,73649-6,73650-4,74170-2"
 "CPA"		"Ceftaroline/avibactam"	"Cephalosporins (5th gen.)"	"NA"			"NA"	"NA"					"73604-1,73626-4,73649-6"
-"CAZ"	5481173	"Ceftazidime"	"Cephalosporins (3rd gen.)"	"J01DD02"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"caz,cefta,cfta,cftz,taz,tz,xtz"	"ceftazimide,ceptaz,fortam,fortaz,fortum,glazidim,kefazim,modacin,pentacef,tazicef,tizime"			4	"g"	"101481-0,101482-8,101483-6,132-1,133-9,134-7,135-4,18893-8,21151-6,3449-6,35774-9,35775-6,35776-4,42352-5,55648-0,55649-8,55650-6,55651-4,58705-5,6995-5,73603-3,73625-6,73648-8,80960-8,87734-0,90850-9"
-"CZA"	90643431	"Ceftazidime/avibactam"	"Cephalosporins (3rd gen.)"	"NA"			"cfav"	"avycaz,zavicefta"					"101483-6,73603-3,73625-6,73648-8,87734-0"
-"CCV"	9575352	"Ceftazidime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"J01DD52"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"czcl,xtzl"	"NA"			6	"g"	"NA"
-"CEM"	6537431	"Cefteram"	"Cephalosporins (3rd gen.)"	"J01DD18"			"NA"	"cefterame,cefteramum,ceftetrame"	0.4	"g"			"100047-0,76144-5"
+"CAZ"	5481173	"Ceftazidime"	"Cephalosporins (3rd gen.)"	"J01DD02,QJ01DD02"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"caz,cefta,ceftaz,cfta,cftz,taz,tz,xtz"	"ceftazimide,ceptaz,fortam,fortaz,fortum,glazidim,kefazim,modacin,pentacef,tazicef,tizime"			4	"g"	"101481-0,101482-8,101483-6,132-1,133-9,134-7,135-4,18893-8,21151-6,3449-6,35774-9,35775-6,35776-4,42352-5,55648-0,55649-8,55650-6,55651-4,58705-5,6995-5,73603-3,73625-6,73648-8,80960-8,87734-0,90850-9"
+"CZA"	90643431	"Ceftazidime/avibactam"	"Cephalosporins (3rd gen.)"	"J01DD52,QJ01DD52"			"cfav"	"avycaz,zavicefta"			6	"g"	"101483-6,73603-3,73625-6,73648-8,87734-0"
+"CCV"	9575352	"Ceftazidime/clavulanic acid"	"Cephalosporins (3rd gen.)"	"J01DD52,QJ01DD52"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"czcl,tazcla,xtzl"	"NA"			6	"g"	"NA"
+"CEM"	6537431	"Cefteram"	"Cephalosporins (3rd gen.)"	"J01DD18,QJ01DD18"			"cefter"	"cefterame,cefteramum,ceftetrame"	0.4	"g"			"100047-0,76144-5"
 "CPL"	5362114	"Cefteram pivoxil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"cefterampivoxil,tomiron"					"NA"
-"CTL"	65755	"Ceftezole"	"Cephalosporins (1st gen.)"	"J01DB12"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"NA"	"alomen,ceftezol,ceftezolesalt,ceftezolo,ceftezolum,celoslin,demethylcefazolin,falomesin"			3	"g"	"NA"
-"CTB"	5282242	"Ceftibuten"	"Cephalosporins (3rd gen.)"	"J01DD14"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cb,cfbu,ctb,tib"	"cedax,ceftem,ceftibutene,ceftibuteno,ceftibutenum,ceftibutin,ceprifran,isocef,keimax,seftem"	0.4	"g"			"35777-2,35778-0,35779-8,6996-3"
-"TIO"	6328657	"Ceftiofur"	"Cephalosporins (3rd gen.)"	"QJ01DD90,QJ51DD90"			"NA"	"ceftiofurum,excenel,naxcel"					"23709-9,35780-6,35781-4,55652-2"
-"CZX"	6533629	"Ceftizoxime"	"Cephalosporins (3rd gen.)"	"J01DD07"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cfzx,ctz,cz,czx,tiz,zox"	"cefizox,ceftix,ceftizoxima,ceftizoximesalt,ceftizoximum,eposerin"			4	"g"	"136-2,137-0,138-8,139-6,18894-6,20378-6,23622-4,25243-7,3450-4,6997-1"
+"CTL"	65755	"Ceftezole"	"Cephalosporins (1st gen.)"	"J01DB12,QJ01DB12"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"ceftez"	"alomen,ceftezol,ceftezolesalt,ceftezolo,ceftezolum,celoslin,demethylcefazolin,falomesin"			3	"g"	"NA"
+"CTB"	5282242	"Ceftibuten"	"Cephalosporins (3rd gen.)"	"J01DD14,QJ01DD14"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"cb,ceftib,cfbu,ctb,tib"	"cedax,ceftem,ceftibutene,ceftibuteno,ceftibutenum,ceftibutin,ceprifran,isocef,keimax,seftem"	0.4	"g"			"35777-2,35778-0,35779-8,6996-3"
+"TIO"	6328657	"Ceftiofur"	"Cephalosporins (3rd gen.)"	"QJ01DD90,QJ51DD90"			"ceftif"	"ceftiofurum,excenel,naxcel"					"23709-9,35780-6,35781-4,55652-2"
+"CZX"	6533629	"Ceftizoxime"	"Cephalosporins (3rd gen.)"	"J01DD07,QJ01DD07"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"ceftiz,cfzx,ctz,cz,czx,tiz,zox"	"cefizox,ceftix,ceftizoxima,ceftizoximesalt,ceftizoximum,eposerin"			4	"g"	"136-2,137-0,138-8,139-6,18894-6,20378-6,23622-4,25243-7,3450-4,6997-1"
 "CZP"	9578661	"Ceftizoxime alapivoxil"	"Cephalosporins (3rd gen.)"	"NA"			"NA"	"NA"					"NA"
-"BPR"	135413542	"Ceftobiprole"	"Cephalosporins (5th gen.)"	"NA"			"NA"	"NA"					"43269-0,43270-8,43271-6,43272-4,85052-9"
-"CFM1"	135413544	"Ceftobiprole medocaril"	"Cephalosporins (5th gen.)"	"J01DI01"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"NA"	"zevtera"			1.5	"g"	"NA"
-"CZT"	86291594	"Ceftolozane/tazobactam"	"Cephalosporins (5th gen.)"	"J01DI54"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"cei"	"zerbaxa"			3	"g"	"101484-4,73602-5,73624-9,73647-0,87735-7"
-"CRO"	5479530	"Ceftriaxone"	"Cephalosporins (3rd gen.)"	"J01DD04"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"axo,cax,cftr,cro,ctr,frx,tx"	"biotrakson,ceftriaxon,ceftriaxona,ceftriaxonum,ceftriazone,rocefin,rocephalin,rocephin,rocephine,rophex"			2	"g"	"101485-1,140-4,141-2,142-0,143-8,18895-3,25244-5,25367-4,31140-7,31141-5,3451-2,41681-8,41682-6,41683-4,41732-9,50633-7,55190-3,6998-9,80957-4"
-"CEB"		"Ceftriaxone/beta-lactamase inhibitor"	"Cephalosporins (3rd gen.)"	"J01DD63"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"NA"			2	"g"	"NA"
-"CXM"	5479529	"Cefuroxime"	"Cephalosporins (2nd gen.)"	"J01DC02,S01AA27"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cfrx,cfur,cfx,crm,cxm,fur,rox,xm"	"anaptivan,biociclin,biofuroksym,bioxima,cefofix,cefumax,cefurex,cefuril,cefurox,cefuroxim,cefuroxima,cefuroximesalt,cefuroximine,cefuroximo,cefuroximum,cephuroxime,cetroxil,colifossim,curoxim,curoxima,curoxime,froxal,furoxil,kefurox,kesint,ketocef,lifurox,medoxim,sharox,spectrazolr,ultroxim,zinacef,zinnat"	0.5	"g"	3	"g"	"101503-1,144-6,145-3,146-1,147-9,18896-1,20460-2,25245-2,3452-0,35782-2,35783-0,51724-3,51774-8,55653-0,55654-8,6999-7,74699-0,80608-3,80617-4"
+"BPR"	135413542	"Ceftobiprole"	"Cephalosporins (5th gen.)"	"NA"			"ceftob"	"NA"					"43269-0,43270-8,43271-6,43272-4,85052-9"
+"CFM1"	135413544	"Ceftobiprole medocaril"	"Cephalosporins (5th gen.)"	"J01DI01,QJ01DI01"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"NA"	"zevtera"			1.5	"g"	"NA"
+"CZT"	86291594	"Ceftolozane/tazobactam"	"Cephalosporins (5th gen.)"	"J01DI54,QJ01DI54"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"cei"	"zerbaxa"			3	"g"	"101484-4,73602-5,73624-9,73647-0,87735-7"
+"CRO"	5479530	"Ceftriaxone"	"Cephalosporins (3rd gen.)"	"J01DD04,QJ01DD04"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"axo,cax,ceftri,cftr,cro,ctr,frx,trimen,trinme,tx"	"biotrakson,ceftriaxon,ceftriaxona,ceftriaxonum,ceftriazone,rocefin,rocephalin,rocephin,rocephine,rophex"			2	"g"	"101485-1,140-4,141-2,142-0,143-8,18895-3,25244-5,25367-4,31140-7,31141-5,3451-2,41681-8,41682-6,41683-4,41732-9,50633-7,55190-3,6998-9,80957-4"
+"CEB"		"Ceftriaxone/beta-lactamase inhibitor"	"Cephalosporins (3rd gen.)"	"J01DD63,QJ01DD63"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"NA"	"NA"			2	"g"	"NA"
+"CXM"	5479529	"Cefuroxime"	"Cephalosporins (2nd gen.)"	"J01DC02,QJ01DC02,QJ51DC02,QS01AA27,S01AA27"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"cefaxe,cefrox,cefuro,cfrx,cfur,cfx,crm,cxm,fur,rox,xm"	"anaptivan,biociclin,biofuroksym,bioxima,cefofix,cefumax,cefurex,cefuril,cefurox,cefuroxim,cefuroxima,cefuroximesalt,cefuroximine,cefuroximo,cefuroximum,cephuroxime,cetroxil,colifossim,curoxim,curoxima,curoxime,froxal,furoxil,kefurox,kesint,ketocef,lifurox,medoxim,sharox,spectrazolr,ultroxim,zinacef,zinnat"	0.5	"g"	3	"g"	"101503-1,144-6,145-3,146-1,147-9,18896-1,20460-2,25245-2,3452-0,35782-2,35783-0,51724-3,51774-8,55653-0,55654-8,6999-7,74699-0,80608-3,80617-4"
 "CXA"	6321416	"Cefuroxime axetil"	"Cephalosporins (2nd gen.)"	"NA"			"cfax"	"bioracef,ceftin,cefurax,cefuroximaxetil,celocid,cepazine,cethixim,cetoxil,coliofossim,curocef,elobact,kalcef,maxitil,medoxm,nivador,novador,novocef,oraxim,zinat,zoref"					"NA"
-"CFM2"		"Cefuroxime/metronidazole"	"Other antibacterials"	"J01RA03"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"ZON"	6336505	"Cefuzonam"	"Other antibacterials"	"NA"			"NA"	"cefuzoname,cefuzonamum,cefzoname,cosmosin"					"NA"
-"CED"	38103	"Cephradine"	"Cephalosporins (1st gen.)"	"J01DB09"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cfra,cfrd"	"anspor,cefradin,cefradina,cefradine,cefradinum,cekodin,cephradin,ecosporina,eskacef,infexin,megacef,sefril,velocef,velosef"	2	"g"	2	"g"	"168-5,169-3,170-1,171-9,18902-7,55646-4"
+"CFM2"		"Cefuroxime/metronidazole"	"Other antibacterials"	"J01DC52,QJ01DC52"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"	0.5	"g"			"NA"
+"ZON"	6336505	"Cefuzonam"	"Other antibacterials"	"NA"			"cefuzo"	"cefuzoname,cefuzonamum,cefzoname,cosmosin"					"NA"
+"CED"	38103	"Cephradine"	"Cephalosporins (1st gen.)"	"NA"	"Other beta-lactam antibacterials"	"First-generation cephalosporins"	"cephra,cfra,cfrd"	"anspor,cefradin,cefradina,cefradine,cefradinum,cekodin,cephradin,ecosporina,eskacef,infexin,megacef,sefril,velocef,velosef"					"168-5,169-3,170-1,171-9,18902-7,55646-4"
 "CTO"	71402	"Cetocycline"	"Tetracyclines"	"NA"			"NA"	"cetocyline,cetotetrine,chelocardin"					"NA"
-"CHL"	5959	"Chloramphenicol"	"Phenicols"	"D06AX02,D10AF03,G01AA05,J01BA01,S01AA01,S02AA01,S03AA08"	"Amphenicols"	"Amphenicols"	"c,chl,chlo,cl"	"alficetyn,ambofen,amphicol,amseclor,anacetin,aquamycetin,austracil,austracol,biocetin,biophenicol,catilan,chemicetin,chemicetina,chlomin,chlomycol,chloramex,chloramfenikol,chloramficin,chloramfilin,chloramphenicole,chloramphenicolum,chloramsaar,chlorasol,chlorbiotic,chloricol,chlornitromycin,chloroamphenicol,chlorocaps,chlorocid,chlorocide,chlorocin,chlorocol,chlorofair,chloromax,chloromycetin,chloromycetny,chloromyxin,chloronitrin,chloroptic,chlorovules,cidocetine,ciplamycetin,cloramfen,cloramfenicol,cloramfenicolo,cloramficin,cloramicol,cloramidina,cloranfenicol,cloroamfenicolo,clorocyn,cloromisan,clorosintex,comycetin,cylphenicol,desphen,detreomycin,detreomycine,dextramycin,dextromycetin,doctamicina,econochlor,embacetin,emetren,enteromycetin,erbaplast,ertilen,farmicetina,globenicol,glorous,gloveticol,halcetin,halomycetin,hortfenicol,intramycetin,isicetin,ismicetina,isophenicol,juvamycetin,kamaver,kemicetina,kemicetine,kloramfenikol,klorita,laevomycetinum,leukamycin,leukomyan,leukomycin,levocin,levomicetina,levomitsetin,levomycetin,levoplast,levosin,levovetin,loromisan,loromisin,mastiphen,maybridge,mediamycetine,medichol,micloretin,micochlorine,micoclorina,microcetina,mychel,mycinol,myclocin,mycochlorin,novochlorocap,novomycetin,novophenicol,ocuphenicol,oftalent,oleomycetin,opclor,opelor,ophthochlor,ophthocort,ophtochlor,optomycin,otachron,otophen,pantovernil,paraxin,pentamycetin,petnamycetin,quemicetina,rivomycin,romphenil,ronphenil,septicol,sificetina,sintomicetin,sintomicetina,soluthor,stanomycetin,synthomycetin,synthomycetine,synthomycine,syntomycin,tevcocin,tevcosin,tifomycin,tifomycine,tiromycetin,treomicetina,tyfomycine,unimycetin,veticol,viceton"	3	"g"	3	"g"	"15101-9,16603-3,16604-1,172-7,173-5,174-3,175-0,18903-5,25247-8,29214-4,29346-4,29347-2,3455-3,7001-1"
-"CTE"	54675777	"Chlortetracycline"	"Tetracyclines"	"A01AB21,D06AA02,J01AA03,S01AA02"	"Tetracyclines"	"Tetracyclines"	"NA"	"acronize,alexomycin,aueromycin,aureocarmyl,aureociclina,aureocina,aureocycline,aureomycin,aureomykoin,aurofac,auxeomycin,biomitsin,biomycin,chlormax,chlorotetracycline,chlortetracyclinum,chrysomykine,clorocipan,clortetraciclina,clortetrin,declomycin,declostatin,deganol,demeclor,demeplus,demetraciclina,demetraclin,detracin,detravis,diuciclin,duomycin,elkamicina,flamycin,isphamycin,ledermicina,ledermycin,ledermycine,mexocine,novotriclina,pennchlor,perciclina,periciclina,sumaclina,uromycin,veraciclina"	1	"g"			"176-8,177-6,178-4,179-2,18904-3,55655-5,87600-3"
-"CIC"	19003	"Ciclacillin"	"Beta-lactams/penicillins"	"NA"			"NA"	"bastcillin,calthor,ciclacilina,ciclacilline,ciclacillinum,ciclacillum,citosarin,cyclacillin,cyclapen,noblicil,orfilina,peamezin,syngacillin,ultracillin,vastcillin,vipicil,wyvital"					"NA"
-"CIX"	47472	"Ciclopirox"	"Antifungals/antimycotics"	"D01AE14,G01AX12"	"Antifungals for topical use"	"Other antifungals for topical use"	"cipx"	"NA"					"NA"
-"CIN"	2762	"Cinoxacin"	"Quinolones"	"J01MB06"	"Quinolone antibacterials"	"Other quinolones"	"cino,cnox"	"cinobac,cinobactin,cinoxacine,cinoxacino,cinoxacinum,clinoxacin,noxigram,uronorm"	1	"g"			"180-0,181-8,182-6,183-4,18905-0,55656-3"
-"CIP"	2764	"Ciprofloxacin"	"Fluoroquinolones"	"J01MA02,S01AE03,S02AA15,S03AA07"	"Quinolone antibacterials"	"Fluoroquinolones"	"ci,cip,cipr,cp"	"alcipro,bacquinor,baflox,belmacina,bernoflox,catex,cenin,ceprimax,cetraxal,ciflan,ciflosin,cifloxin,cilab,cilox,ciloxan,cipad,ciplus,ciprecu,ciprenit,ciprine,ciprinol,cipro,ciprobay,ciprocinal,ciprocinol,ciprodar,ciproflox,ciprofloxacina,ciprofloxacine,ciprofloxacino,ciprofloxacinum,ciprofur,ciprogis,ciproktan,ciprolin,ciprolon,cipromycin,cipronex,ciprooxacin,cipropol,ciproquinol,ciprowin,ciproxan,ciproxin,ciproxina,ciproxine,ciriax,citeral,citopcin,cixan,corsacin,cunesin,cycin,cyprobay,cyproxan,disfabac,felixene,fimoflox,flociprin,floxacipron,flunas,globuce,inkamil,ipiflox,italnik,keefloxin,linhaliq,loxacid,loxan,lypro,megaflox,microgan,nixin,novidat,novoquin,ofitin,oftacilox,ophaflox,otiprio,phaproxin,piprol,plenolyt,probiox,proflaxin,proksi,proquin,proxacin,quinoflox,quinolid,quintor,quipro,rancif,renator,roflazin,roxytal,sepcen,septicide,septocipro,siprogut,sophixin,spitacin,strox,suiflox,superocin,supraflox,uritent,utiminx,velmonit,zumaflox"	1	"g"	0.8	"g"	"101500-7,14031-9,14032-7,14058-2,14059-0,184-2,185-9,186-7,187-5,18906-8,20377-8,23621-6,25180-1,25181-9,25188-4,25189-2,25248-6,34636-1,3484-3,42644-5,55194-5,7002-9"
-"CIM"		"Ciprofloxacin/metronidazole"	"Fluoroquinolones"	"J01RA10"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"CIO"		"Ciprofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA12"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"CIT"		"Ciprofloxacin/tinidazole"	"Fluoroquinolones"	"J01RA11"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"CLR"	84029	"Clarithromycin"	"Macrolides/lincosamides"	"J01FA09"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"ch,cla,clar,clm,clr"	"abbotic,abboticine,astromen,biaxin,bicrolid,bristamycin,clacee,clacid,clacine,clambiotic,clarem,claribid,claricide,claridar,claripen,clarith,clarithromycine,clarithromycinum,claritromicina,clarosip,clathromycin,crixan,cyllid,cyllind,eratrex,esinol,fromilid,gallimycin,helas,heliclar,klabax,klacid,klaciped,klaricid,klarid,klarin,kofron,mabicrol,macladin,maclar,mavid,meberyt,pediamycin,qidmycin,veclam,wyamycin,zeclar"	0.5	"g"	1	"g"	"100048-8,16619-9,16620-7,188-3,189-1,18907-6,190-9,191-7,20375-2,23619-0,25190-0,25191-8,25192-6,25253-6,34638-7,43987-7,43990-1,43991-9,7003-7,80559-8,89485-7"
+"CHL"	5959	"Chloramphenicol"	"Phenicols"	"D06AX02,D10AF03,G01AA05,J01BA01,QD06AX02,QD10AF03,QG01AA05,QJ01BA01,QJ51BA01,QS01AA01,QS02AA01,QS03AA08,S01AA01,S02AA01,S03AA08"	"Amphenicols"	"Amphenicols"	"c,chl,chlo,chlora,cl"	"alficetyn,ambofen,amphicol,amseclor,anacetin,aquamycetin,austracil,austracol,biocetin,biophenicol,catilan,chemicetin,chemicetina,chlomin,chlomycol,chloramex,chloramfenikol,chloramficin,chloramfilin,chloramphenicole,chloramphenicolum,chloramsaar,chlorasol,chlorbiotic,chloricol,chlornitromycin,chloroamphenicol,chlorocaps,chlorocid,chlorocide,chlorocin,chlorocol,chlorofair,chloromax,chloromycetin,chloromycetny,chloromyxin,chloronitrin,chloroptic,chlorovules,cidocetine,ciplamycetin,cloramfen,cloramfenicol,cloramfenicolo,cloramficin,cloramicol,cloramidina,cloranfenicol,cloroamfenicolo,clorocyn,cloromisan,clorosintex,comycetin,cylphenicol,desphen,detreomycin,detreomycine,dextramycin,dextromycetin,doctamicina,econochlor,embacetin,emetren,enteromycetin,erbaplast,ertilen,farmicetina,globenicol,glorous,gloveticol,halcetin,halomycetin,hortfenicol,intramycetin,isicetin,ismicetina,isophenicol,juvamycetin,kamaver,kemicetina,kemicetine,kloramfenikol,klorita,laevomycetinum,leukamycin,leukomyan,leukomycin,levocin,levomicetina,levomitsetin,levomycetin,levoplast,levosin,levovetin,loromisan,loromisin,mastiphen,maybridge,mediamycetine,medichol,micloretin,micochlorine,micoclorina,microcetina,mychel,mycinol,myclocin,mycochlorin,novochlorocap,novomycetin,novophenicol,ocuphenicol,oftalent,oleomycetin,opclor,opelor,ophthochlor,ophthocort,ophtochlor,optomycin,otachron,otophen,pantovernil,paraxin,pentamycetin,petnamycetin,quemicetina,rivomycin,romphenil,ronphenil,septicol,sificetina,sintomicetin,sintomicetina,soluthor,stanomycetin,synthomycetin,synthomycetine,synthomycine,syntomycin,tevcocin,tevcosin,tifomycin,tifomycine,tiromycetin,treomicetina,tyfomycine,unimycetin,veticol,viceton"	3	"g"	3	"g"	"15101-9,16603-3,16604-1,172-7,173-5,174-3,175-0,18903-5,25247-8,29214-4,29346-4,29347-2,3455-3,7001-1"
+"CTE"	54675777	"Chlortetracycline"	"Tetracyclines"	"A01AB21,D06AA02,J01AA03,QA01AB21,QD06AA02,QG51AA08,QJ01AA03,QJ51AA03,QS01AA02,S01AA02"	"Tetracyclines"	"Tetracyclines"	"chltet"	"acronize,alexomycin,aueromycin,aureocarmyl,aureociclina,aureocina,aureocycline,aureomycin,aureomykoin,aurofac,auxeomycin,biomitsin,biomycin,chlormax,chlorotetracycline,chlortetracyclinum,chrysomykine,clorocipan,clortetraciclina,clortetrin,declomycin,declostatin,deganol,demeclor,demeplus,demetraciclina,demetraclin,detracin,detravis,diuciclin,duomycin,elkamicina,flamycin,isphamycin,ledermicina,ledermycin,ledermycine,mexocine,novotriclina,pennchlor,perciclina,periciclina,sumaclina,uromycin,veraciclina"	1	"g"			"176-8,177-6,178-4,179-2,18904-3,55655-5,87600-3"
+"CIC"	19003	"Ciclacillin"	"Beta-lactams/penicillins"	"NA"			"cyclac"	"bastcillin,calthor,ciclacilina,ciclacilline,ciclacillinum,ciclacillum,citosarin,cyclacillin,cyclapen,noblicil,orfilina,peamezin,syngacillin,ultracillin,vastcillin,vipicil,wyvital"					"NA"
+"CIX"	47472	"Ciclopirox"	"Antifungals/antimycotics"	"D01AE14,G01AX12,QD01AE14,QG01AX12"	"Antifungals for topical use"	"Other antifungals for topical use"	"cipx"	"NA"					"NA"
+"CIN"	2762	"Cinoxacin"	"Quinolones"	"J01MB06,QJ01MB06"	"Quinolone antibacterials"	"Other quinolones"	"cino,cinoxa,cnox"	"cinobac,cinobactin,cinoxacine,cinoxacino,cinoxacinum,clinoxacin,noxigram,uronorm"	1	"g"			"180-0,181-8,182-6,183-4,18905-0,55656-3"
+"CIP"	2764	"Ciprofloxacin"	"Fluoroquinolones"	"J01MA02,QJ01MA02,QS01AE03,QS02AA15,QS03AA07,S01AE03,S02AA15,S03AA07"	"Quinolone antibacterials"	"Fluoroquinolones"	"ci,cip,cipr,ciprof,cp"	"alcipro,bacquinor,baflox,belmacina,bernoflox,catex,cenin,ceprimax,cetraxal,ciflan,ciflosin,cifloxin,cilab,cilox,ciloxan,cipad,ciplus,ciprecu,ciprenit,ciprine,ciprinol,cipro,ciprobay,ciprocinal,ciprocinol,ciprodar,ciproflox,ciprofloxacina,ciprofloxacine,ciprofloxacino,ciprofloxacinum,ciprofur,ciprogis,ciproktan,ciprolin,ciprolon,cipromycin,cipronex,ciprooxacin,cipropol,ciproquinol,ciprowin,ciproxan,ciproxin,ciproxina,ciproxine,ciriax,citeral,citopcin,cixan,corsacin,cunesin,cycin,cyprobay,cyproxan,disfabac,felixene,fimoflox,flociprin,floxacipron,flunas,globuce,inkamil,ipiflox,italnik,keefloxin,linhaliq,loxacid,loxan,lypro,megaflox,microgan,nixin,novidat,novoquin,ofitin,oftacilox,ophaflox,otiprio,phaproxin,piprol,plenolyt,probiox,proflaxin,proksi,proquin,proxacin,quinoflox,quinolid,quintor,quipro,rancif,renator,roflazin,roxytal,sepcen,septicide,septocipro,siprogut,sophixin,spitacin,strox,suiflox,superocin,supraflox,uritent,utiminx,velmonit,zumaflox"	1	"g"	0.8	"g"	"101500-7,14031-9,14032-7,14058-2,14059-0,184-2,185-9,186-7,187-5,18906-8,20377-8,23621-6,25180-1,25181-9,25188-4,25189-2,25248-6,34636-1,3484-3,42644-5,55194-5,7002-9"
+"CIM"		"Ciprofloxacin/metronidazole"	"Fluoroquinolones"	"J01RA10,QJ01RA10"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"CIO"		"Ciprofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA12,QJ01RA12"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"CIT"		"Ciprofloxacin/tinidazole"	"Fluoroquinolones"	"J01RA11,QJ01RA11"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"CLR"	84029	"Clarithromycin"	"Macrolides/lincosamides"	"J01FA09,QJ01FA09"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"ch,cla,clar,claryt,clm,clr"	"abbotic,abboticine,astromen,biaxin,bicrolid,bristamycin,clacee,clacid,clacine,clambiotic,clarem,claribid,claricide,claridar,claripen,clarith,clarithromycine,clarithromycinum,claritromicina,clarosip,clathromycin,crixan,cyllid,cyllind,eratrex,esinol,fromilid,gallimycin,helas,heliclar,klabax,klacid,klaciped,klaricid,klarid,klarin,kofron,mabicrol,macladin,maclar,mavid,meberyt,pediamycin,qidmycin,veclam,wyamycin,zeclar"	0.5	"g"	1	"g"	"100048-8,16619-9,16620-7,188-3,189-1,18907-6,190-9,191-7,20375-2,23619-0,25190-0,25191-8,25192-6,25253-6,34638-7,43987-7,43990-1,43991-9,7003-7,80559-8,89485-7"
 "CLA1"	5280980	"Clavulanic acid"	"Other antibacterials"	"NA"			"NA"	"amonate,clavulanate,clavulanateacid,clavulansaeure,clavulansaure,clavulox,serdaxin"					"NA"
-"CLX"	60063	"Clinafloxacin"	"Fluoroquinolones"	"NA"			"NA"	"NA"					"32376-6,33284-1,35785-5,35786-3,7004-5"
-"CLI"	446598	"Clindamycin"	"Macrolides/lincosamides"	"D10AF01,G01AA10,J01FF01"	"Macrolides, lincosamides and streptogramins"	"Lincosamides"	"cc,cd,cli,clin,cm,da"	"antirobe,chlolincocin,chlorlincocin,cleocin,clindamicina,clindamycine,clindamycinum,clinimycin,clinsol,clintabs,dalacine,klimicin,klindan,sobelin"	1.2	"g"	1.8	"g"	"16621-5,16622-3,18908-4,192-5,193-3,194-1,195-8,25249-4,3486-8,42720-3,55657-1,55658-9,55659-7,55660-5,61188-9,7005-2"
+"CLX"	60063	"Clinafloxacin"	"Fluoroquinolones"	"NA"			"clinaf"	"NA"					"32376-6,33284-1,35785-5,35786-3,7004-5"
+"CLI"	446598	"Clindamycin"	"Macrolides/lincosamides"	"D10AF01,G01AA10,J01FF01,QD10AF01,QG01AA10,QJ01FF01"	"Macrolides, lincosamides and streptogramins"	"Lincosamides"	"cc,cd,cli,clin,clin32,clinda,cm,da"	"antirobe,chlolincocin,chlorlincocin,cleocin,clindamicina,clindamycine,clindamycinum,clinimycin,clinsol,clintabs,dalacine,klimicin,klindan,sobelin"	1.2	"g"	1.8	"g"	"16621-5,16622-3,18908-4,192-5,193-3,194-1,195-8,25249-4,3486-8,42720-3,55657-1,55658-9,55659-7,55660-5,61188-9,7005-2"
 "CLI-S"		"Clindamycin inducible screening test"	"Macrolides/lincosamides"	"NA"			"clin inducible,clinda inducible,clindamycin inducible"	"NA"					"NA"
-"CLF"	2794	"Clofazimine"	"Antimycobacterials"	"J04BA01"	"Drugs for treatment of lepra"	"Drugs for treatment of lepra"	"clof"	"chlofazimine,clofazimina,clofaziminum,colfazimine,lampren,lamprene,phenazine,riminophenazine"	0.1	"g"			"16623-1,20376-0,23620-8,23627-3,43986-9,43988-5,43989-3,55661-3,55662-1,96108-6"
-"CLF1"	2799	"Clofoctol"	"Other antibacterials"	"J01XX03"	"Other antibacterials"	"Other antibacterials"	"NA"	"clofoctolo,clofoctolum,gramplus,octofene,phenol"					"NA"
-"CLM"	71807	"Clometocillin"	"Beta-lactams/penicillins"	"J01CE07"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"chlomethocillin,clometacillin,clomethacillin,clomethocillin,clometocilina,clometocilline,clometocillinsalt,clometocillinum,penicilline,rixapen"	1	"g"			"NA"
-"CLM1"	54680675	"Clomocycline"	"Tetracyclines"	"J01AA11"	"Tetracyclines"	"Tetracyclines"	"NA"	"clomociclina,clomocyclinum,megaclor"	1	"g"			"NA"
-"CTR"	2812	"Clotrimazole"	"Antifungals/antimycotics"	"A01AB18,D01AC01,G01AF02"			"clot"	"alevazol,bisphenyl,canesten,canestene,canestine,canifug,chlotrimazole,clomatin,clotrimaderm,clotrimazol,clotrimazolum,coltrimazole,cutistad,diphenylmethane,empecid,esparol,femmesil,footlogix,fortinia,gynix,imidazole,jidesheng,klotrimazole,lakesia,lombazol,lombazole,lombazolum,lotrimax,lotrimin,monobaycuten,mycelax,mycelex,mycofug,mycosporin,mykosporin,nalbix,otomax,pedesil,pedisafe,ringworm,stiemazol,tibatin,trimysten,trivagizole"					"10653-4,10654-2,18909-2,54177-1,55663-9"
-"CLO"	6098	"Cloxacillin"	"Beta-lactams/penicillins"	"J01CF02"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"clox"	"ankerbin,austrastaph,biocloxin,brispen,chloroxacillin,ciclex,clocil,clossacillina,cloxacilina,cloxacillinanhydrous,cloxacilline,cloxacillinsalt,cloxacillinum,cloxapen,constaphyl,dariclox,dichlorstapenor,diclocil,dicloxacillinhydrate,diflor,digloxilline,dynapen,ekvacillin,gelstaph,novapen,noxaben,orbenin,pathocil,stampen,staphybiotic,syntarpen,syntarpensalt,tegopen"	2	"g"	2	"g"	"16628-0,18910-0,196-6,197-4,198-2,199-0,25250-2,55664-7"
-"COL"	5311054	"Colistin"	"Polymyxins"	"A07AA10,J01XB01"	"Other antibacterials"	"Polymyxins"	"cl,coli,cs,cst,ct"	"colimycin,colisticin,colisticina,colistina,colistine,colistinum,colobreathe,colomycin,kangdisu,kolimitsin,kolimycin,promixin,sogecoli,totazina"	9	"MU"	9	"MU"	"16645-4,18912-6,204-8,205-5,206-3,207-1,29493-4,33333-6"
+"CLF"	2794	"Clofazimine"	"Antimycobacterials"	"J04BA01,QJ04BA01"	"Drugs for treatment of lepra"	"Drugs for treatment of lepra"	"clof,clofam"	"chlofazimine,clofazimina,clofaziminum,colfazimine,lampren,lamprene,phenazine,riminophenazine"	0.1	"g"			"16623-1,20376-0,23620-8,23627-3,43986-9,43988-5,43989-3,55661-3,55662-1,96108-6"
+"CLF1"	2799	"Clofoctol"	"Other antibacterials"	"J01XX03,QJ01XX03"	"Other antibacterials"	"Other antibacterials"	"NA"	"clofoctolo,clofoctolum,gramplus,octofene,phenol"					"NA"
+"CLM"	71807	"Clometocillin"	"Beta-lactams/penicillins"	"J01CE07,QJ01CE07"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"chlomethocillin,clometacillin,clomethacillin,clomethocillin,clometocilina,clometocilline,clometocillinsalt,clometocillinum,penicilline,rixapen"	1	"g"			"NA"
+"CLM1"	54680675	"Clomocycline"	"Tetracyclines"	"J01AA11,QJ01AA11"	"Tetracyclines"	"Tetracyclines"	"NA"	"clomociclina,clomocyclinum,megaclor"	1	"g"			"NA"
+"CTR"	2812	"Clotrimazole"	"Antifungals/antimycotics"	"A01AB18,D01AC01,G01AF02,QA01AB18,QD01AC01,QG01AF02,QJ02AB90"			"clot"	"alevazol,bisphenyl,canesten,canestene,canestine,canifug,chlotrimazole,clomatin,clotrimaderm,clotrimazol,clotrimazolum,coltrimazole,cutistad,diphenylmethane,empecid,esparol,femmesil,footlogix,fortinia,gynix,imidazole,jidesheng,klotrimazole,lakesia,lombazol,lombazole,lombazolum,lotrimax,lotrimin,monobaycuten,mycelax,mycelex,mycofug,mycosporin,mykosporin,nalbix,otomax,pedesil,pedisafe,ringworm,stiemazol,tibatin,trimysten,trivagizole"					"10653-4,10654-2,18909-2,54177-1,55663-9"
+"CLO"	6098	"Cloxacillin"	"Beta-lactams/penicillins"	"J01CF02,QJ01CF02,QJ51CF02,QS01AA90"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"clox,cloxac"	"ankerbin,austrastaph,biocloxin,brispen,chloroxacillin,ciclex,clocil,clossacillina,cloxacilina,cloxacillinanhydrous,cloxacilline,cloxacillinsalt,cloxacillinum,cloxapen,constaphyl,dariclox,dichlorstapenor,diclocil,dicloxacillinhydrate,diflor,digloxilline,dynapen,ekvacillin,gelstaph,novapen,noxaben,orbenin,pathocil,stampen,staphybiotic,syntarpen,syntarpensalt,tegopen"	2	"g"	2	"g"	"16628-0,18910-0,196-6,197-4,198-2,199-0,25250-2,55664-7"
+"COL"	5311054	"Colistin"	"Polymyxins"	"A07AA10,J01XB01,QA07AA10,QJ01XB01,QJ51XB01"	"Other antibacterials"	"Polymyxins"	"cl,coli,colist,cs,cst,ct"	"colimycin,colisticin,colisticina,colistina,colistine,colistinum,colobreathe,colomycin,kangdisu,kolimitsin,kolimycin,promixin,sogecoli,totazina"	9	"MU"	9	"MU"	"16645-4,18912-6,204-8,205-5,206-3,207-1,29493-4,33333-6"
 "COP"		"Colistin/polysorbate"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"CYC"	6234	"Cycloserine"	"Oxazolidinones"	"J04AB01"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"cycl"	"cicloserina,closina,cyclorin,cycloserin,cycloserinum,farmiserina,levcicloserina,levcycloserine,levcycloserinum,micoserina,miroserina,miroseryn,novoserin,oxamicina,oxamycin,seromycin,tebemicina,wasserina"	0.75	"g"			"16702-3,18914-2,212-1,213-9,214-7,215-4,23608-3,25207-2,25208-0,25209-8,25251-0,3519-6,55667-0"
-"DAL"	23724878	"Dalbavancin"	"Glycopeptides"	"J01XA04"	"Other antibacterials"	"Glycopeptide antibacterials"	"dalb"	"dalbavancina,dalvance,xydalba,zeven"			1.5	"g"	"41688-3,41689-1,41690-9,41734-5"
-"DAN"	71335	"Danofloxacin"	"Fluoroquinolones"	"QJ01MA92"			"NA"	"advocin,danofloxacine,danofloxacino,danofloxacinum"					"73601-7,73623-1,73646-2"
-"DPS"	2955	"Dapsone"	"Other antibacterials"	"D10AX05,J04BA02"	"Drugs for treatment of lepra"	"Drugs for treatment of lepra"	"NA"	"aczone,atrisone,avlosulfon,avlosulfone,avlosulphone,benzenamide,benzenamine,bissulfone,bissulphone,croysulfone,croysulphone,dapson,dapsona,dapsonum,daspone,diaphenylsulfon,diaphenylsulfone,diaphenylsulphon,diaphenylsulphone,diphenasone,diphone,disulfone,disulone,disulphone,dubronax,dumitone,eporal,medapsol,novophone,servidapson,sulfadione,sulfona,sulfonyldianiline,sulphadione,sulphonyldianiline,tarimyl,udolac,undolac"	50	"mg"			"51698-9,9747-7"
-"DAP"	16134395	"Daptomycin"	"Other antibacterials"	"J01XX09"	"Other antibacterials"	"Other antibacterials"	"dap,dapt"	"cidecin,cubicin,dapcin,daptomicina,daptomycine,daptomycinum,deptomycin"			0.28	"g"	"35787-1,35788-9,35789-7,41691-7"
-"DFX"	487101	"Delafloxacin"	"Fluoroquinolones"	"J01MA23"			"NA"	"baxdela,delafloxacinum,quofenix"	0.9	"g"	0.6	"g"	"88885-9,90447-4,93790-4"
-"DLM"	6480466	"Delamanid"	"Antimycobacterials"	"J04AK06"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"dela"	"deltyba"	0.2	"g"			"93851-4,96109-4"
-"DEM"	54680690	"Demeclocycline"	"Tetracyclines"	"D06AA01,J01AA01"	"Tetracyclines"	"Tetracyclines"	"NA"	"demeclociclina,demeclocyclinum"	0.6	"g"			"10982-7,18915-9,216-2,217-0,218-8,219-6,29494-2,7006-0"
-"DKB"	470999	"Dibekacin"	"Aminoglycosides"	"J01GB09,S01AA29"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"NA"	"debecacin,dibekacina,dibekacine,dibekacinum,kappati,panamicin"			0.14	"g"	"55669-6,55670-4,55671-2,55672-0"
-"DIC"	18381	"Dicloxacillin"	"Beta-lactams/penicillins"	"J01CF01"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"dicl"	"dichloroxacillin,diclossacillina,dicloxaciclin,dicloxacilin,dicloxacilina,dicloxacillina,dicloxacilline,dicloxacillinum,dicloxacycline,maclicine"	2	"g"	2	"g"	"10984-3,16769-2,18916-7,220-4,221-2,222-0,223-8,25252-8,32380-8,55668-8"
-"DIF"	56206	"Difloxacin"	"Fluoroquinolones"	"QJ01MA94"			"NA"	"dicural,difloxacine,pulsaflox"					"35790-5,35791-3,35792-1"
-"DIR"	6473883	"Dirithromycin"	"Macrolides/lincosamides"	"J01FA13"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"dirithromycine,dirithromycinum,diritromicina,divitross,dynabac,noriclan,valodin"	0.5	"g"			"35793-9,35794-7,35795-4,7007-8"
-"DOR"	73303	"Doripenem"	"Carbapenems"	"J01DH04"	"Other beta-lactam antibacterials"	"Carbapenems"	"dori"	"doribax,dripenem,finibax"			1.5	"g"	"56031-8,58711-3,60535-2,72893-1"
-"DOX"	54671203	"Doxycycline"	"Tetracyclines"	"A01AB22,J01AA02"	"Tetracyclines"	"Tetracyclines"	"dox,doxy"	"abbocin,alamycin,aquacycline,biosolvomycin,biotet,bisolvomycin,chrysocin,dalimycin,dalinmycin,deoxymykoin,dossiciclina,doxiciclina,doxirobe,doxitard,doxivetin,doxycen,doxychel,doxycin,doxycyclin,doxycyclinum,doxylin,doxysol,doxytetracycline,elinton,engemycin,hydrocyclin,imperacin,intaloxin,investin,jenacyclin,liquachel,liviatin,macodyn,mepatar,microdox,mondoxyne,monodox,morgidox,ocudox,okebo,oracea,otetryn,oxacycline,oxamycen,oxatet,oxlopar,oxybiocycline,oxydon,oxyject,oxymykoin,oxysteclin,oxytet,oxytetral,oxytetrin,oxytracyl,oxyvet,stecsolin,supracyclin,terraject,terramycin,toxinal,unimycin,vendarcin,vibramycin,vibramycine,vivox,zenavod"	0.1	"g"	0.1	"g"	"10986-8,18917-5,20379-4,21250-6,224-6,225-3,226-1,227-9,23623-2,25223-9,26902-7,7008-6"
-"ECO"	3198	"Econazole"	"Antifungals/antimycotics"	"D01AC03,G01AF05"	"Antifungals for topical use"	"Imidazole and triazole derivatives"	"econ"	"bromazil,chloramizol,clinafarm,deccosil,deccozil,econazolum,ecostatin,ekonazole,enilconazol,enilconazole,eniloconazol,fecundal,florasan,freshgard,freshguard,fungaflor,fungazil,imaverol,imaversol,imazalil,magnate,spectazole"					"25595-0,25637-0,54178-9,55673-8"
+"CYC"	6234	"Cycloserine"	"Oxazolidinones"	"J04AB01,QJ04AB01"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"cycl,cyclos"	"cicloserina,closina,cyclorin,cycloserin,cycloserinum,farmiserina,levcicloserina,levcycloserine,levcycloserinum,micoserina,miroserina,miroseryn,novoserin,oxamicina,oxamycin,seromycin,tebemicina,wasserina"	0.75	"g"			"16702-3,18914-2,212-1,213-9,214-7,215-4,23608-3,25207-2,25208-0,25209-8,25251-0,3519-6,55667-0"
+"DAL"	23724878	"Dalbavancin"	"Glycopeptides"	"J01XA04,QJ01XA04"	"Other antibacterials"	"Glycopeptide antibacterials"	"dalb,dalbav"	"dalbavancina,dalvance,xydalba,zeven"			1.5	"g"	"41688-3,41689-1,41690-9,41734-5"
+"DAN"	71335	"Danofloxacin"	"Fluoroquinolones"	"QJ01MA92"			"danofl"	"advocin,danofloxacine,danofloxacino,danofloxacinum"					"73601-7,73623-1,73646-2"
+"DPS"	2955	"Dapsone"	"Other antibacterials"	"D10AX05,J04BA02,QD10AX05,QJ04BA02"	"Drugs for treatment of lepra"	"Drugs for treatment of lepra"	"NA"	"aczone,atrisone,avlosulfon,avlosulfone,avlosulphone,benzenamide,benzenamine,bissulfone,bissulphone,croysulfone,croysulphone,dapson,dapsona,dapsonum,daspone,diaphenylsulfon,diaphenylsulfone,diaphenylsulphon,diaphenylsulphone,diphenasone,diphone,disulfone,disulone,disulphone,dubronax,dumitone,eporal,medapsol,novophone,servidapson,sulfadione,sulfona,sulfonyldianiline,sulphadione,sulphonyldianiline,tarimyl,udolac,undolac"	50	"mg"			"51698-9,9747-7"
+"DAP"	16134395	"Daptomycin"	"Other antibacterials"	"J01XX09,QJ01XX09"	"Other antibacterials"	"Other antibacterials"	"dap,dapt,dapt25,dapt50,daptom"	"cidecin,cubicin,dapcin,daptomicina,daptomycine,daptomycinum,deptomycin"			0.28	"g"	"35787-1,35788-9,35789-7,41691-7"
+"DFX"	487101	"Delafloxacin"	"Fluoroquinolones"	"J01MA23,QJ01MA23"			"NA"	"baxdela,delafloxacinum,quofenix"	0.9	"g"	0.6	"g"	"88885-9,90447-4,93790-4"
+"DLM"	6480466	"Delamanid"	"Antimycobacterials"	"J04AK06,QJ04AK06"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"dela"	"deltyba"	0.2	"g"			"93851-4,96109-4"
+"DEM"	54680690	"Demeclocycline"	"Tetracyclines"	"D06AA01,J01AA01,QD06AA01,QJ01AA01"	"Tetracyclines"	"Tetracyclines"	"demecy"	"demeclociclina,demeclocyclinum"	0.6	"g"			"10982-7,18915-9,216-2,217-0,218-8,219-6,29494-2,7006-0"
+"DKB"	470999	"Dibekacin"	"Aminoglycosides"	"J01GB09,QJ01GB09,QS01AA29,S01AA29"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"dibeka"	"debecacin,dibekacina,dibekacine,dibekacinum,kappati,panamicin"			0.14	"g"	"55669-6,55670-4,55671-2,55672-0"
+"DIC"	18381	"Dicloxacillin"	"Beta-lactams/penicillins"	"J01CF01,QJ01CF01,QJ51CF01"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"dicl,diclox"	"dichloroxacillin,diclossacillina,dicloxaciclin,dicloxacilin,dicloxacilina,dicloxacillina,dicloxacilline,dicloxacillinum,dicloxacycline,maclicine"	2	"g"	2	"g"	"10984-3,16769-2,18916-7,220-4,221-2,222-0,223-8,25252-8,32380-8,55668-8"
+"DIF"	56206	"Difloxacin"	"Fluoroquinolones"	"QJ01MA94"			"diflox"	"dicural,difloxacine,pulsaflox"					"35790-5,35791-3,35792-1"
+"DIR"	6473883	"Dirithromycin"	"Macrolides/lincosamides"	"J01FA13,QJ01FA13"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"dirith"	"dirithromycine,dirithromycinum,diritromicina,divitross,dynabac,noriclan,valodin"	0.5	"g"			"35793-9,35794-7,35795-4,7007-8"
+"DOR"	73303	"Doripenem"	"Carbapenems"	"J01DH04,QJ01DH04"	"Other beta-lactam antibacterials"	"Carbapenems"	"dori,doripe"	"doribax,dripenem,finibax"			1.5	"g"	"56031-8,58711-3,60535-2,72893-1"
+"DOX"	54671203	"Doxycycline"	"Tetracyclines"	"A01AB22,J01AA02,QA01AB22,QJ01AA02"	"Tetracyclines"	"Tetracyclines"	"dox,doxy,doxycy"	"abbocin,alamycin,aquacycline,biosolvomycin,biotet,bisolvomycin,chrysocin,dalimycin,dalinmycin,deoxymykoin,dossiciclina,doxiciclina,doxirobe,doxitard,doxivetin,doxycen,doxychel,doxycin,doxycyclin,doxycyclinum,doxylin,doxysol,doxytetracycline,elinton,engemycin,hydrocyclin,imperacin,intaloxin,investin,jenacyclin,liquachel,liviatin,macodyn,mepatar,microdox,mondoxyne,monodox,morgidox,ocudox,okebo,oracea,otetryn,oxacycline,oxamycen,oxatet,oxlopar,oxybiocycline,oxydon,oxyject,oxymykoin,oxysteclin,oxytet,oxytetral,oxytetrin,oxytracyl,oxyvet,stecsolin,supracyclin,terraject,terramycin,toxinal,unimycin,vendarcin,vibramycin,vibramycine,vivox,zenavod"	0.1	"g"	0.1	"g"	"10986-8,18917-5,20379-4,21250-6,224-6,225-3,226-1,227-9,23623-2,25223-9,26902-7,7008-6"
+"ECO"	3198	"Econazole"	"Antifungals/antimycotics"	"D01AC03,G01AF05,QD01AC03,QG01AF05"	"Antifungals for topical use"	"Imidazole and triazole derivatives"	"econ"	"bromazil,chloramizol,clinafarm,deccosil,deccozil,econazolum,ecostatin,ekonazole,enilconazol,enilconazole,eniloconazol,fecundal,florasan,freshgard,freshguard,fungaflor,fungazil,imaverol,imaversol,imazalil,magnate,spectazole"					"25595-0,25637-0,54178-9,55673-8"
 "EFF"		"Efflux"	"Other"	"NA"			"effflux pump"	"NA"					"NA"
-"ENX"	3229	"Enoxacin"	"Fluoroquinolones"	"J01MA04"	"Quinolone antibacterials"	"Fluoroquinolones"	"enox"	"abenox,almitil,bactidan,bactidron,comprecin,enofloxacine,enoksetin,enoram,enoxacina,enoxacine,enoxacino,enoxacinum,enoxen,enoxin,enoxor,flumark,penetrex"	0.8	"g"			"16816-1,18918-3,228-7,229-5,230-3,231-1,3590-7,41692-5"
-"ENR"	71188	"Enrofloxacin"	"Fluoroquinolones"	"QJ01MA90"			"NA"	"baytril,enroflox,enrofloxacine,enrofloxacino,enrofloxacinum,enroquin,enrosite,enroxil,quellaxcin,tenotryl,zobuxa"					"23712-3,35796-2,35797-0,35798-8"
-"ENV"	135565326	"Enviomycin"	"Antimycobacterials"	"J04AB06"			"tuberactinomycin"	"enviomicina,enviomycina,enviomycine,enviomycinum,tuberactin"			1	"g"	"NA"
+"ENX"	3229	"Enoxacin"	"Fluoroquinolones"	"J01MA04,QJ01MA04"	"Quinolone antibacterials"	"Fluoroquinolones"	"enox,enoxa"	"abenox,almitil,bactidan,bactidron,comprecin,enofloxacine,enoksetin,enoram,enoxacina,enoxacine,enoxacino,enoxacinum,enoxen,enoxin,enoxor,flumark,penetrex"	0.8	"g"			"16816-1,18918-3,228-7,229-5,230-3,231-1,3590-7,41692-5"
+"ENR"	71188	"Enrofloxacin"	"Fluoroquinolones"	"QJ01MA90"			"enrofl"	"baytril,enroflox,enrofloxacine,enrofloxacino,enrofloxacinum,enroquin,enrosite,enroxil,quellaxcin,tenotryl,zobuxa"					"23712-3,35796-2,35797-0,35798-8"
+"ENV"	135565326	"Enviomycin"	"Antimycobacterials"	"J04AB06,QJ04AB06"			"tuberactinomycin"	"enviomicina,enviomycina,enviomycine,enviomycinum,tuberactin"			1	"g"	"NA"
 "EPE"		"Eperozolid"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"EPC"	71392	"Epicillin"	"Beta-lactams/penicillins"	"J01CA07"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"dexacillin,dihydroampicillin,epicilina,epicilline,epicillinum,spectacillin"	2	"g"	2	"g"	"NA"
+"EPC"	71392	"Epicillin"	"Beta-lactams/penicillins"	"J01CA07,QJ01CA07"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"dexacillin,dihydroampicillin,epicilina,epicilline,epicillinum,spectacillin"	2	"g"	2	"g"	"NA"
 "EPP"	68916	"Epiroprim"	"Other antibacterials"	"NA"			"NA"	"epiroprima,epiroprime,epiroprimum"					"NA"
-"ERV"	54726192	"Eravacycline"	"Tetracyclines"	"J01AA13"	"Tetracyclines"	"Tetracyclines"	"erav"	"xerava"			0.14	"g"	"100049-6,85423-2,93767-2"
-"ETP"	150610	"Ertapenem"	"Carbapenems"	"J01DH03"	"Other beta-lactam antibacterials"	"Carbapenems"	"erta,etp"	"ertapenemsalt,invanz"			1	"g"	"101486-9,35799-6,35800-2,35801-0,35802-8"
-"ERY"	12560	"Erythromycin"	"Macrolides/lincosamides"	"D10AF02,J01FA01,S01AA17"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"e,em,ery,eryt"	"abboticin,abomacetin,acneryne,acnesol,aknemycin,aknin,benzamycin,derimer,deripil,dotycin,dumotrycin,emgel,emuvin,emycin,endoeritrin,erecin,erisone,eritomicina,eritrocina,eritromicina,ermycin,eryacne,eryacnen,erycen,erycette,erycinum,eryderm,erydermer,erygel,eryhexal,erymax,erymed,erysafe,erytab,erythro,erythroderm,erythrogran,erythroguent,erythromast,erythromid,erythromycine,erythromycinum,erytop,erytrociclin,ilocaps,ilosone,iloticina,ilotycin,inderm,latotryd,lederpax,mephamycin,mercina,oftamolets,pantoderm,pantodrin,pantomicina,pharyngocin,primacine,propiocine,proterytrin,retcin,robimycin,sansac,spotex,staticin,stiemicyn,stiemycin,tiprocin,torlamicina,wemid"	2	"g"	1	"g"	"100050-4,11576-6,12298-6,16829-4,16830-2,18919-1,18920-9,20380-2,232-9,233-7,234-5,235-2,236-0,23633-1,237-8,238-6,239-4,25224-7,25275-9,3597-2,7009-4"
-"ETH"	14052	"Ethambutol"	"Antimycobacterials"	"J04AK02"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"etha"	"aethambutolum,dadibutol,diambutol,etambutol,etambutolo,ethambutolum,myambutol,purderal,servambutol,tibutol"	1.2	"g"	1.2	"g"	"100051-2,16841-9,18921-7,20381-0,23625-7,240-2,241-0,242-8,243-6,25187-6,25194-2,25195-9,25230-4,25404-5,3607-9,42645-2,42646-0,55154-9,55674-6,56025-0,7010-2,89491-5"
-"ETI"	456476	"Ethambutol/isoniazid"	"Antimycobacterials"	"J04AM03"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"ETI1"	2761171	"Ethionamide"	"Antimycobacterials"	"J04AD03"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"ethi"	"aethionamidum,aetina,aetiva,amidazin,amidazine,atina,ethimide,ethina,ethinamide,ethionamidum,ethioniamide,ethylisothiamide,ethyonomide,etimid,etiocidan,etionamid,etionamida,etionamide,etioniamid,etionid,etionizin,etionizina,etionizine,fatoliamid,iridocin,iridozin,isothin,isotiamida,itiocide,nicotion,nisotin,nizotin,rigenicid,sertinon,teberus,thianid,thianide,thioamide,thiodine,thiomid,thioniden,tianid,tiomid,trecator,trekator,trescatyl,trescazide,tubenamide,tubermin,tuberoid,tuberoson"	0.75	"g"			"16099-4,16845-0,18922-5,20382-8,23617-4,25183-5,25196-7,25198-3,25231-2,41693-3,42647-8,42648-6,7011-0,96110-2"
+"ERV"	54726192	"Eravacycline"	"Tetracyclines"	"J01AA13,QJ01AA13"	"Tetracyclines"	"Tetracyclines"	"erav"	"xerava"			0.14	"g"	"100049-6,85423-2,93767-2"
+"ETP"	150610	"Ertapenem"	"Carbapenems"	"J01DH03,QJ01DH03"	"Other beta-lactam antibacterials"	"Carbapenems"	"erta,ertape,etp"	"ertapenemsalt,invanz"			1	"g"	"101486-9,35799-6,35800-2,35801-0,35802-8"
+"ERY"	12560	"Erythromycin"	"Macrolides/lincosamides"	"D10AF02,J01FA01,QD10AF02,QJ01FA01,QJ51FA01,QS01AA17,S01AA17"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"e,em,ery,ery32,eryt,eryth"	"abboticin,abomacetin,acneryne,acnesol,aknemycin,aknin,benzamycin,derimer,deripil,dotycin,dumotrycin,emgel,emuvin,emycin,endoeritrin,erecin,erisone,eritomicina,eritrocina,eritromicina,ermycin,eryacne,eryacnen,erycen,erycette,erycinum,eryderm,erydermer,erygel,eryhexal,erymax,erymed,erysafe,erytab,erythro,erythroderm,erythrogran,erythroguent,erythromast,erythromid,erythromycine,erythromycinum,erytop,erytrociclin,ilocaps,ilosone,iloticina,ilotycin,inderm,latotryd,lederpax,mephamycin,mercina,oftamolets,pantoderm,pantodrin,pantomicina,pharyngocin,primacine,propiocine,proterytrin,retcin,robimycin,sansac,spotex,staticin,stiemicyn,stiemycin,tiprocin,torlamicina,wemid"	2	"g"	1	"g"	"100050-4,11576-6,12298-6,16829-4,16830-2,18919-1,18920-9,20380-2,232-9,233-7,234-5,235-2,236-0,23633-1,237-8,238-6,239-4,25224-7,25275-9,3597-2,7009-4"
+"ETH"	14052	"Ethambutol"	"Antimycobacterials"	"J04AK02,QJ04AK02"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"etha,ethamb"	"aethambutolum,dadibutol,diambutol,etambutol,etambutolo,ethambutolum,myambutol,purderal,servambutol,tibutol"	1.2	"g"	1.2	"g"	"100051-2,16841-9,18921-7,20381-0,23625-7,240-2,241-0,242-8,243-6,25187-6,25194-2,25195-9,25230-4,25404-5,3607-9,42645-2,42646-0,55154-9,55674-6,56025-0,7010-2,89491-5"
+"ETI"	456476	"Ethambutol/isoniazid"	"Antimycobacterials"	"J04AM03,QJ04AM03"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"ETI1"	2761171	"Ethionamide"	"Antimycobacterials"	"J04AD03,QJ04AD03"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"ethi,ethion"	"aethionamidum,aetina,aetiva,amidazin,amidazine,atina,ethimide,ethina,ethinamide,ethionamidum,ethioniamide,ethylisothiamide,ethyonomide,etimid,etiocidan,etionamid,etionamida,etionamide,etioniamid,etionid,etionizin,etionizina,etionizine,fatoliamid,iridocin,iridozin,isothin,isotiamida,itiocide,nicotion,nisotin,nizotin,rigenicid,sertinon,teberus,thianid,thianide,thioamide,thiodine,thiomid,thioniden,tianid,tiomid,trecator,trekator,trescatyl,trescazide,tubenamide,tubermin,tuberoid,tuberoson"	0.75	"g"			"16099-4,16845-0,18922-5,20382-8,23617-4,25183-5,25196-7,25198-3,25231-2,41693-3,42647-8,42648-6,7011-0,96110-2"
 "ETO"	6034	"Ethopabate"	"Other antibacterials"	"QP51AX17"			"NA"	"ethopabat"					"NA"
 "EXE"		"Exebacase"		"NA"			"NA"	"NA"					"NA"
-"FAR"	65894	"Faropenem"	"Other antibacterials"	"J01DI03"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"NA"	"farom,faropenemhydrate,faropenemsalt,fropenem,fropenum,furopenem"	0.75	"g"			"73600-9,73622-3,73645-4"
-"FDX"	10034073	"Fidaxomicin"	"Other antibacterials"	"A07AA12"			"NA"	"dificid,dificlir,difimicin,fidaxomicina,lipiarmicin,lipiarmycin,lipiarrmycin"	0.4	"g"			"73599-3,73621-5,73644-7"
+"FAR"	65894	"Faropenem"	"Other antibacterials"	"J01DI03,QJ01DI03"	"Other beta-lactam antibacterials"	"Other cephalosporins and penems"	"farope"	"farom,faropenemhydrate,faropenemsalt,fropenem,fropenum,furopenem"	0.75	"g"			"73600-9,73622-3,73645-4"
+"FDX"	10034073	"Fidaxomicin"	"Other antibacterials"	"A07AA12,QA07AA12"			"NA"	"dificid,dificlir,difimicin,fidaxomicina,lipiarmicin,lipiarmycin,lipiarrmycin"	0.4	"g"			"73599-3,73621-5,73644-7"
 "FIN"	11567473	"Finafloxacin"	"Fluoroquinolones"	"NA"			"NA"	"xtoro"					"73598-5,73620-7,73643-9"
-"FLA"	46783781	"Flavomycin"	"Other antibacterials"	"NA"			"NA"	"bambermicina,bambermycine,bambermycinum,flavofosfolipol,flavophospholipol,gainpro,menomycin"					"NA"
-"FLE"	3357	"Fleroxacin"	"Fluoroquinolones"	"J01MA08"	"Quinolone antibacterials"	"Fluoroquinolones"	"fler"	"fleroxacine,fleroxacino,fleroxacinum,fleroxicin,megalocin,megalone,megalosin,quinodis"	0.4	"g"	0.4	"g"	"25411-0,32372-5,35806-9,7012-8"
-"FLO"	65864	"Flomoxef"	"Other antibacterials"	"J01DC14"			"NA"	"flomoxefo,flomoxefsalt,flomoxefum,flumarin"			2	"g"	"100052-0,53822-3"
-"FLR"	114811	"Florfenicol"	"Phenicols"	"QJ01BA90,QJ51BA90"			"NA"	"aquafen,descocin,dexawin,efnicol,fricol,hyrazin,loncor,macphenicol,masatirin,neomyson,norfenicol,nuflor,racephenicol,rincrol,thiamcol,urfamicina,urophenyl"					"23740-4,35807-7,35808-5,87599-7"
-"FLC"	21319	"Flucloxacillin"	"Beta-lactams/penicillins"	"J01CF05"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"clox,flux"	"bactopen,cloxacap,cloxacillinhydrate,cloxypen,floxacillin,floxacillinanhydrous,floxapen,floxapensalt,fluclomix,flucloxacilina,flucloxacilline,flucloxacillinum,flucloxin,fluorochloroxacillin,galfloxin,latocillin,orbeninhydrate,rimaflox,staphobristol,zoxin"	2	"g"	2	"g"	"NA"
-"FLU"	3365	"Fluconazole"	"Antifungals/antimycotics"	"D01AC15,J02AC01"	"Antimycotics for systemic use"	"Triazole derivatives"	"fluc,fluz,flz"	"alflucoz,alkanazole,baten,biocanol,biozole,biozolene,canzol,cryptal,diflazon,diflucan,dimycon,elazor,flucazol,fluconazoli,fluconazolum,flucoral,flucostat,flukezol,flunazol,flunizol,fluzon,forcan,fuconal,fungata,loitin,mutum,oxifugol,pritenzol,syscan,trican,triconal,triflucan,zemyc,zoltec,zonal"	0.2	"g"	0.2	"g"	"10987-6,16870-8,18924-1,248-5,249-3,250-1,251-9,25255-1,7013-6,80530-9"
-"FCT"	3366	"Flucytosine"	"Antifungals/antimycotics"	"D01AE21,J02AX01"	"Antifungals for topical use"	"Other antifungals for topical use"	"5flc,fcu,fluo,fluy"	"alcobon,ancoban,ancobon,ancotil,ancotyl,flourocytosine,flucitosina,flucytosin,flucytosinum,flucytosone,fluocytosine,fluorcytosine,fluorocytosine"	10	"g"	10	"g"	"NA"
-"FLM"	3374	"Flumequine"	"Quinolones"	"J01MB07"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"apurone,fantacin,flumequina,flumequino,flumequinum,flumigal,flumiquil,flumisol,flumix,imequyl"	1.2	"g"			"55675-3,55676-1,55677-9,55678-7"
-"FLR1"	71260	"Flurithromycin"	"Macrolides/lincosamides"	"J01FA14"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"abbot,beritromicina,berythromycin,berythromycine,berythromycinum,flurithromycine,flurithromycinum,fluritromicina,fluritromycinum,flurizic,mizar"	0.75	"g"			"NA"
+"FLA"	46783781	"Flavomycin"	"Other antibacterials"	"NA"			"flavom"	"bambermicina,bambermycine,bambermycinum,flavofosfolipol,flavophospholipol,gainpro,menomycin"					"NA"
+"FLE"	3357	"Fleroxacin"	"Fluoroquinolones"	"J01MA08,QJ01MA08"	"Quinolone antibacterials"	"Fluoroquinolones"	"fler,flerox"	"fleroxacine,fleroxacino,fleroxacinum,fleroxicin,megalocin,megalone,megalosin,quinodis"	0.4	"g"	0.4	"g"	"25411-0,32372-5,35806-9,7012-8"
+"FLO"	65864	"Flomoxef"	"Other antibacterials"	"J01DC14,QJ01DC14"			"flomox"	"flomoxefo,flomoxefsalt,flomoxefum,flumarin"			2	"g"	"100052-0,53822-3"
+"FLR"	114811	"Florfenicol"	"Phenicols"	"QJ01BA90,QJ51BA90"			"florfe"	"aquafen,descocin,dexawin,efnicol,fricol,hyrazin,loncor,macphenicol,masatirin,neomyson,norfenicol,nuflor,racephenicol,rincrol,thiamcol,urfamicina,urophenyl"					"23740-4,35807-7,35808-5,87599-7"
+"FLC"	21319	"Flucloxacillin"	"Beta-lactams/penicillins"	"J01CF05,QJ01CF05,QJ51CF05"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"clox,fluclo,flux"	"bactopen,cloxacap,cloxacillinhydrate,cloxypen,floxacillin,floxacillinanhydrous,floxapen,floxapensalt,fluclomix,flucloxacilina,flucloxacilline,flucloxacillinum,flucloxin,fluorochloroxacillin,galfloxin,latocillin,orbeninhydrate,rimaflox,staphobristol,zoxin"	2	"g"	2	"g"	"NA"
+"FLU"	3365	"Fluconazole"	"Antifungals/antimycotics"	"D01AC15,J02AC01,QD01AC15,QJ02AC01"	"Antimycotics for systemic use"	"Triazole derivatives"	"fluc,flucon,fluz,flz"	"alflucoz,alkanazole,baten,biocanol,biozole,biozolene,canzol,cryptal,diflazon,diflucan,dimycon,elazor,flucazol,fluconazoli,fluconazolum,flucoral,flucostat,flukezol,flunazol,flunizol,fluzon,forcan,fuconal,fungata,loitin,mutum,oxifugol,pritenzol,syscan,trican,triconal,triflucan,zemyc,zoltec,zonal"	0.2	"g"	0.2	"g"	"10987-6,16870-8,18924-1,248-5,249-3,250-1,251-9,25255-1,7013-6,80530-9"
+"FCT"	3366	"Flucytosine"	"Antifungals/antimycotics"	"D01AE21,J02AX01,QD01AE21,QJ02AX01"	"Antifungals for topical use"	"Other antifungals for topical use"	"5flc,fcu,flucyt,fluo,fluy"	"alcobon,ancoban,ancobon,ancotil,ancotyl,flourocytosine,flucitosina,flucytosin,flucytosinum,flucytosone,fluocytosine,fluorcytosine,fluorocytosine"	10	"g"	10	"g"	"NA"
+"FLM"	3374	"Flumequine"	"Quinolones"	"J01MB07,QJ01MB07"	"Quinolone antibacterials"	"Other quinolones"	"flumeq"	"apurone,fantacin,flumequina,flumequino,flumequinum,flumigal,flumiquil,flumisol,flumix,imequyl"	1.2	"g"			"55675-3,55676-1,55677-9,55678-7"
+"FLR1"	71260	"Flurithromycin"	"Macrolides/lincosamides"	"J01FA14,QJ01FA14"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"abbot,beritromicina,berythromycin,berythromycine,berythromycinum,flurithromycine,flurithromycinum,fluritromicina,fluritromycinum,flurizic,mizar"	0.75	"g"			"NA"
 "FFL"	214356	"Fosfluconazole"	"Antifungals/antimycotics"	"NA"			"NA"	"fosfluconazol,procif,prodif"					"NA"
-"FOS"	446987	"Fosfomycin"	"Other antibacterials"	"J01XX01,S02AA17"	"Other antibacterials"	"Other antibacterials"	"ff,fm,fo,fof,fos,fosf"	"fosfocina,fosfomicin,fosfomicina,fosfomycine,fosfomycinum,fosfonomycin,infectophos,phosphonemycin,phosphonomycin,veramina"	3	"g"	8	"g"	"25596-8,25653-7,35809-3,35810-1"
+"FOS"	446987	"Fosfomycin"	"Other antibacterials"	"J01XX01,QJ01XX01,QS02AA17,S02AA17"	"Other antibacterials"	"Other antibacterials"	"ff,fm,fo,fof,fos,fosf,fosfom,fosmyc"	"fosfocina,fosfomicin,fosfomicina,fosfomycine,fosfomycinum,fosfonomycin,infectophos,phosphonemycin,phosphonomycin,veramina"	3	"g"	8	"g"	"25596-8,25653-7,35809-3,35810-1"
 "FMD"	572	"Fosmidomycin"	"Other antibacterials"	"NA"			"NA"	"fosmidomicina,fosmidomycina,fosmidomycine,fosmidomycinsalt,fosmidomycinum"					"NA"
-"FRM"	8378	"Framycetin"	"Aminoglycosides"	"D09AA01,R01AX08,S01AA07"			"fram"	"actilin,actiline,antibiotique,bycomycin,enterfram,fradiomycin,fradiomycinum,framicetina,framidal,framycetine,framycetinum,framycin,framygen,francetin,jernadex,myacyne,mycerin,mycifradin,neobrettin,neolate,neomas,neomcin,neomicina,neomin,neomycine,neomycinum,nivemycin,soframycin,soframycine"					"18926-6,257-6,258-4,259-2,260-0,55679-5"
-"FUR"	6870646	"Furazidin"	"Other antibacterials"	"J01XE03"	"Other antibacterials"	"Nitrofuran derivatives"	"NA"	"akritoin,furagin,furaginum,furamag,furazidine,hydantoin"	0.3	"g"			"NA"
-"FRZ"	5323714	"Furazolidone"	"Other antibacterials"	"G01AX06"			"NA"	"bifuron,corizium,coryzium,diafuron,enterotoxon,furall,furanzolidone,furaxon,furaxone,furazolidine,furazolidon,furazolidona,furazolidonum,furazolum,furidon,furmethoxadone,furovag,furoxal,furoxane,furoxon,furoxone,furozolidine,giardil,giarlam,medaron,neftin,nicolen,nifulidone,nifuran,nifurazolidone,nifurazolidonum,nitrofuradoxon,nitrofurazolidone,nitrofurazolidonum,nitrofuroxon,optazol,ortazol,puradin,roptazol,sclaventerol,tikofuran,topazone,trichofuron,tricofuron,tricoron,trifurox,viofuragyn"					"69574-2,87794-4"
-"FUS"	3000226	"Fusidic acid"	"Other antibacterials"	"D06AX01,D09AA02,J01XC01,S01AA13"	"Other antibacterials"	"Steroid antibacterials"	"fa,fusi"	"flucidin,fucidate,fucidina,fucidine,fucithalmic,fusidate,fusidicacid,fusidin,fusidine,taksta"	1.5	"g"	1.5	"g"	"NA"
+"FRM"	8378	"Framycetin"	"Aminoglycosides"	"D09AA01,QD09AA01,QJ01GB91,QR01AX08,QS01AA07,R01AX08,S01AA07"			"fram,framyc"	"actilin,actiline,antibiotique,bycomycin,enterfram,fradiomycin,fradiomycinum,framicetina,framidal,framycetine,framycetinum,framycin,framygen,francetin,jernadex,myacyne,mycerin,mycifradin,neobrettin,neolate,neomas,neomcin,neomicina,neomin,neomycine,neomycinum,nivemycin,soframycin,soframycine"					"18926-6,257-6,258-4,259-2,260-0,55679-5"
+"FUR"	6870646	"Furazidin"	"Other antibacterials"	"J01XE03,QJ01XE03"	"Other antibacterials"	"Nitrofuran derivatives"	"NA"	"akritoin,furagin,furaginum,furamag,furazidine,hydantoin"	0.3	"g"			"NA"
+"FRZ"	5323714	"Furazolidone"	"Other antibacterials"	"G01AX06,QG01AX06,QJ01XE90"			"furazo"	"bifuron,corizium,coryzium,diafuron,enterotoxon,furall,furanzolidone,furaxon,furaxone,furazolidine,furazolidon,furazolidona,furazolidonum,furazolum,furidon,furmethoxadone,furovag,furoxal,furoxane,furoxon,furoxone,furozolidine,giardil,giarlam,medaron,neftin,nicolen,nifulidone,nifuran,nifurazolidone,nifurazolidonum,nitrofuradoxon,nitrofurazolidone,nitrofurazolidonum,nitrofuroxon,optazol,ortazol,puradin,roptazol,sclaventerol,tikofuran,topazone,trichofuron,tricofuron,tricoron,trifurox,viofuragyn"					"69574-2,87794-4"
+"FUS"	3000226	"Fusidic acid"	"Other antibacterials"	"D06AX01,D09AA02,J01XC01,QD06AX01,QD09AA02,QJ01XC01,QS01AA13,S01AA13"	"Other antibacterials"	"Steroid antibacterials"	"fa,fusaci,fusi"	"flucidin,fucidate,fucidina,fucidine,fucithalmic,fusidate,fusidicacid,fusidin,fusidine,taksta"	1.5	"g"	1.5	"g"	"NA"
 "GAM"	59364992	"Gamithromycin"	"Macrolides/lincosamides"	"QJ01FA95"			"NA"	"zactran"					"100054-6,88376-9,88378-5"
-"GRN"	124093	"Garenoxacin"	"Fluoroquinolones"	"J01MA19"			"NA"	"ganefloxacin,garenfloxacin"	0.4	"g"			"35811-9,35812-7,35813-5"
-"GAT"	5379	"Gatifloxacin"	"Fluoroquinolones"	"J01MA16,S01AE06"	"Quinolone antibacterials"	"Fluoroquinolones"	"gati"	"acorafloxacin,avarofloxacin,balofloxacin,balofox,bazucin,bilimin,bonoq,gaity,gatiflo,gatifloxacine,gatifloxcin,gatilox,gatiquin,gatispan,kinome,tequin,tymer,zymar,zymaxid,zymer"	0.4	"g"	0.4	"g"	"31036-7,31038-3,31040-9,31042-5,41494-6"
-"GEM"	9571107	"Gemifloxacin"	"Fluoroquinolones"	"J01MA15"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"factiv,gemifioxacin,gemifloxacine,gemifloxacino,gemifloxacinum"	0.32	"g"	0.2	"g"	"35814-3,35815-0,35816-8,41697-4"
-"GEN"	3467	"Gentamicin"	"Aminoglycosides"	"D06AX07,J01GB03,S01AA11,S02AA14,S03AA06"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"cn,gen,gent,gm"	"centicin,cidomycin,garamicin,garamycin,gentacycol,gentamicina,gentamicine,gentamicins,gentamicinum,gentamycins,gentamycinum,gentocin,lyramycin,oksitselanim,septigen,septocin"			0.24	"g"	"101494-3,13561-6,13562-4,15106-8,18928-2,18929-0,22746-2,22747-0,266-7,267-5,268-3,269-1,31091-2,31092-0,31093-8,35668-3,35817-6,3663-2,3664-0,3665-7,39082-3,47109-4,50630-3,59379-8,7016-9,7017-7,7018-5,80971-5,88111-0,89481-6"
+"GRN"	124093	"Garenoxacin"	"Fluoroquinolones"	"J01MA19,QJ01MA19"			"gareno"	"ganefloxacin,garenfloxacin"	0.4	"g"			"35811-9,35812-7,35813-5"
+"GAT"	5379	"Gatifloxacin"	"Fluoroquinolones"	"J01MA16,QJ01MA16,QS01AE06,S01AE06"	"Quinolone antibacterials"	"Fluoroquinolones"	"gati,gatifl"	"acorafloxacin,avarofloxacin,balofloxacin,balofox,bazucin,bilimin,bonoq,gaity,gatiflo,gatifloxacine,gatifloxcin,gatilox,gatiquin,gatispan,kinome,tequin,tymer,zymar,zymaxid,zymer"	0.4	"g"	0.4	"g"	"31036-7,31038-3,31040-9,31042-5,41494-6"
+"GEM"	9571107	"Gemifloxacin"	"Fluoroquinolones"	"J01MA15,QJ01MA15"	"Quinolone antibacterials"	"Fluoroquinolones"	"gemifl"	"factiv,gemifioxacin,gemifloxacine,gemifloxacino,gemifloxacinum"	0.32	"g"	0.2	"g"	"35814-3,35815-0,35816-8,41697-4"
+"GEN"	3467	"Gentamicin"	"Aminoglycosides"	"D06AX07,J01GB03,QA07AA91,QD06AX07,QG01AA91,QG51AA04,QJ01GB03,QJ51GB03,QS01AA11,QS02AA14,QS03AA06,S01AA11,S02AA14,S03AA06"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"cn,ge1000,ge2000,gen,gen128,gen500,gent,genta1,gentam,gm"	"centicin,cidomycin,garamicin,garamycin,gentacycol,gentamicina,gentamicine,gentamicins,gentamicinum,gentamycins,gentamycinum,gentocin,lyramycin,oksitselanim,septigen,septocin"			0.24	"g"	"101494-3,13561-6,13562-4,15106-8,18928-2,18929-0,22746-2,22747-0,266-7,267-5,268-3,269-1,31091-2,31092-0,31093-8,35668-3,35817-6,3663-2,3664-0,3665-7,39082-3,47109-4,50630-3,59379-8,7016-9,7017-7,7018-5,80971-5,88111-0,89481-6"
 "GEH"		"Gentamicin-high"	"Aminoglycosides"	"NA"			"gehi,gehl,genta high,gentamicin high"	"NA"					"18929-0,35817-6,7017-7,7018-5"
-"GEP"	25101874	"Gepotidacin"	"Other antibacterials"	"NA"			"NA"	"gepotidacina,gepotidacine"					"NA"
-"GRX"	72474	"Grepafloxacin"	"Fluoroquinolones"	"J01MA11"	"Quinolone antibacterials"	"Fluoroquinolones"	"grep"	"grepafloxacine,grepafloxacino,lungaskin,raxar,vaxar"	0.4	"g"			"21316-5,23638-0,23639-8,35818-4"
-"GRI"	441140	"Griseofulvin"	"Antifungals/antimycotics"	"D01AA08,D01BA01"			"NA"	"amudane,delmofulvina,epigriseofulvin,fulcin,fulcine,fulvicin,fulvidex,fulvina,fulvinil,fulvistatin,fungivin,greosin,gresfeed,gricin,grifulin,grifulvin,grisactin,griscofulvin,grisefuline,griseo,griseofulviin,griseofulvina,griseofulvine,griseofulvinum,griseomix,griseostatin,grisetin,grisofulvin,grisovin,grisowen,grizeofulvin,grysio,guservin,lamoryl,likuden,likunden,murfulvin,poncyl,spiro,spirofulvin,xuanjing"	0.5	"g"			"12402-4,54200-1,54201-9,54202-7"
+"GEP"	25101874	"Gepotidacin"	"Other antibacterials"	"J01XX13,QJ01XX13"			"NA"	"gepotidacina,gepotidacine"					"NA"
+"GRX"	72474	"Grepafloxacin"	"Fluoroquinolones"	"J01MA11,QJ01MA11"	"Quinolone antibacterials"	"Fluoroquinolones"	"grep,grepaf"	"grepafloxacine,grepafloxacino,lungaskin,raxar,vaxar"	0.4	"g"			"21316-5,23638-0,23639-8,35818-4"
+"GRI"	441140	"Griseofulvin"	"Antifungals/antimycotics"	"D01AA08,D01BA01,QD01AA08,QD01BA01"			"NA"	"amudane,delmofulvina,epigriseofulvin,fulcin,fulcine,fulvicin,fulvidex,fulvina,fulvinil,fulvistatin,fungivin,greosin,gresfeed,gricin,grifulin,grifulvin,grisactin,griscofulvin,grisefuline,griseo,griseofulviin,griseofulvina,griseofulvine,griseofulvinum,griseomix,griseostatin,grisetin,grisofulvin,grisovin,grisowen,grizeofulvin,grysio,guservin,lamoryl,likuden,likunden,murfulvin,poncyl,spiro,spirofulvin,xuanjing"	0.5	"g"			"12402-4,54200-1,54201-9,54202-7"
 "HAB"	175989	"Habekacin"	"Aminoglycosides"	"NA"			"NA"	"amikafur,amikan,amitrex,arikayce,biklin,biodacyn,chemacin,fabianol,habekacinxsulfate,likacin,pierami"					"NA"
-"HCH"	11979956	"Hachimycin"	"Antifungals/antimycotics"	"D01AA03,G01AA06,J02AA02"	"Antimycotics for systemic use"	"Antibiotics"	"NA"	"cabimicina,hachimicina,hachimycine,hachimycinum,trichomycinum,trichonat"					"NA"
-"HET"	443387	"Hetacillin"	"Beta-lactams/penicillins"	"J01CA18"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"etacillina,hetacilina,hetacilline,hetacillinum,natacillin,phenazacillin,versapen,versatrex"	2	"g"			"18931-6,274-1,275-8,276-6,277-4"
+"HCH"	11979956	"Hachimycin"	"Antifungals/antimycotics"	"D01AA03,G01AA06,J02AA02,QD01AA03,QG01AA06,QJ02AA02"	"Antimycotics for systemic use"	"Antibiotics"	"NA"	"cabimicina,hachimicina,hachimycine,hachimycinum,trichomycinum,trichonat"					"NA"
+"HET"	443387	"Hetacillin"	"Beta-lactams/penicillins"	"J01CA18,QJ01CA18"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"hetaci"	"etacillina,hetacilina,hetacilline,hetacillinum,natacillin,phenazacillin,versapen,versatrex"	2	"g"			"18931-6,274-1,275-8,276-6,277-4"
 "HYG"	56928061	"Hygromycin"	"Aminoglycosides"	"NA"			"NA"	"antihelmycin,destomysin,hyanthelmix,hygromix,hygrovectine,hygrovetine"					"NA"
-"IBX"		"Ibrexafungerp"	"Antifungals"	"J02AX07"			"NA"	"NA"					"NA"
-"ICL"	213043	"Iclaprim"	"Other antibacterials"	"J01EA03"			"NA"	"iclaprime,mersarex"					"73597-7,73619-9,73642-1"
-"IPM"	104838	"Imipenem"	"Carbapenems"	"J01DH51"	"Other beta-lactam antibacterials"	"Carbapenems"	"imci,imi,imip,imp"	"imipemide,imipenemum,imipenen,primaxin,recarbrio,tienam,tienamycin"			2	"g"	"101487-7,17010-0,18932-4,18933-2,23613-3,25221-3,25257-7,27331-8,278-2,279-0,280-8,281-6,282-4,283-2,284-0,285-7,35819-2,3688-9,54170-6,54171-4,54172-2,7019-3,85424-0,93232-7,96372-8"
+"IBX"		"Ibrexafungerp"	"Antifungals"	"J02AX07,QJ02AX07"			"NA"	"NA"					"NA"
+"ICL"	213043	"Iclaprim"	"Other antibacterials"	"J01EA03,QJ01EA03"			"iclapr"	"iclaprime,mersarex"					"73597-7,73619-9,73642-1"
+"IPM"	104838	"Imipenem"	"Carbapenems"	"J01DH51,QJ01DH51"	"Other beta-lactam antibacterials"	"Carbapenems"	"imci,imi,imip,imip32,imipen,imp"	"imipemide,imipenemum,imipenen,primaxin,recarbrio,tienam,tienamycin"			2	"g"	"101487-7,17010-0,18932-4,18933-2,23613-3,25221-3,25257-7,27331-8,278-2,279-0,280-8,281-6,282-4,283-2,284-0,285-7,35819-2,3688-9,54170-6,54171-4,54172-2,7019-3,85424-0,93232-7,96372-8"
 "IPE"		"Imipenem/EDTA"	"Carbapenems"	"NA"			"NA"	"NA"					"35819-2,54170-6,54171-4,54172-2"
-"IMR"		"Imipenem/relebactam"	"Carbapenems"	"J01DH56"			"NA"	"NA"			2	"g"	"85424-0,93232-7,96372-8"
-"ISV"	6918485	"Isavuconazole"	"Antifungals/antimycotics"	"J02AC05"			"isav"	"benzonitrile,ravuconazole"	0.2	"g"	0.2	"g"	"85381-2,88887-5"
-"ISE"	3037209	"Isepamicin"	"Aminoglycosides"	"J01GB11"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"NA"	"isepacin,isepalline,isepamicina,isepamicine,isepamicinsulphate,isepamicinum"			0.4	"g"	"32381-6,35820-0,35821-8,55680-3"
-"ISO"	3760	"Isoconazole"	"Antifungals/antimycotics"	"D01AC05,G01AF07"	"Antimycotics for topic use"	"Triazole derivatives"	"NA"	"isoconazol,isoconazolum,travogen"					"55681-1,55682-9,55683-7,55684-5"
-"INH"	3767	"Isoniazid"	"Antimycobacterials"	"J04AC01"	"Drugs for treatment of tuberculosis"	"Hydrazides"	"inh"	"abdizide,acetylisoniazide,andrazide,anidrasona,antimicina,antituberkulosum,armacide,armazid,armazide,atcotibine,azuren,cedin,cemidon,chemiazid,chemidon,continazine,cortinazine,cotinazin,cotinizin,defonin,dianicotyl,dibutin,diforin,dinacrin,dinocrin,ditubin,ebidene,eralon,ertuban,eutizon,evalon,fetefu,fimalene,hidranizil,hidrasonil,hidrulta,hidrun,hycozid,hydra,hydrazid,hyozid,hyzyd,idrazil,inizid,ipcazide,iscotin,isidrina,ismazide,isobicina,isocid,isocidene,isocotin,isohydrazide,isokin,isolyn,isonerit,isonex,isoniacid,isoniazida,isoniazide,isoniazidum,isonicazide,isonicid,isonico,isonicotan,isonicotil,isonicotinhydrazid,isonicotinohydrazide,isonide,isonidrin,isonikazid,isonilex,isonin,isonindon,isonirit,isoniton,isonizida,isonizide,isotamine,isotebe,isotebezid,isotinyl,isozid,isozide,isozyd,laniazid,laniozid,mayambutol,mybasan,neoteben,neoxin,neumandin,nevin,niadrin,nicazide,nicetal,nicizina,niconyl,nicotibina,nicotibine,nicotisan,nicozide,nidaton,nidrazid,nikozid,niplen,nitadon,niteban,nitebannsc,nydrazid,nyscozid,pelazid,percin,phthisen,preparation,pycazide,pyreazid,pyricidin,pyridicin,pyrizidin,raumanon,razide,retozide,rifater,rimicid,rimifon,rimiphone,rimitsid,robiselin,robisellin,roxifen,sanohidrazina,sauterazid,sauterzid,stanozide,tebecid,tebenic,tebexin,tebilon,tebos,teebaconin,tekazin,tibazide,tibemid,tibiazide,tibinide,tibison,tibivis,tibizide,tibusan,tisin,tisiodrazida,tizide,tubazid,tubazide,tubeco,tubecotubercid,tuberian,tubicon,tubilysin,tubizid,tubomel,tyvid,unicocyde,unicozyde,vazadrine,vederon,zidafimia,zinadon,zonazide"	0.3	"g"	0.3	"g"	"18934-0,20383-6,23947-5,25217-1,25218-9,25219-7,25451-6,26756-7,286-5,287-3,288-1,289-9,29315-9,3697-0,40371-7,42649-4,42650-2,42651-0,45215-1,48171-3,48172-1,55685-2,7020-1,89488-1"
-"IST"		"Isoniazid/sulfamethoxazole/trimethoprim/pyridoxine"	"Antimycobacterials"	"J04AM08"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"ITR"	3793	"Itraconazole"	"Antifungals/antimycotics"	"J02AC02"	"Antimycotics for systemic use"	"Triazole derivatives"	"itra"	"candistat,canditral,cladosal,fungitraxx,intraconazole,itraconazol,itraconazolo,itraconazolum,itraconzaole,itrafungol,itralek,itrizole,lozanoc,onmel,sempera,sporamelt,sporanox,sporonox,traconal,triasporin"	0.2	"g"	0.2	"g"	"10989-2,12392-7,25258-5,25452-4,27081-9,32184-4,32185-1,32603-3,54179-7,7021-9,80531-7"
-"JOS"	5282165	"Josamycin"	"Macrolides/lincosamides"	"J01FA07"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"jomybel,josamicina,josamycine,josamycinum"	2	"g"			"25597-6,25702-2,41698-2,41699-0"
-"KAN"	6032	"Kanamycin"	"Aminoglycosides"	"A07AA08,J01GB04,S01AA24"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"hlk,k,kan,kana,km"	"kanamicina,kanamycine,kanamycins,kanamycinum,kantrex,klebcil"	3	"g"	1	"g"	"18935-7,18936-5,23609-1,23889-9,25182-7,25213-0,25214-8,290-7,291-5,292-3,293-1,3698-8,3699-6,3700-2,42652-8,47395-9,49080-5,7022-7,7023-5,7024-3,88002-1,88705-9,89482-4"
+"IMR"		"Imipenem/relebactam"	"Carbapenems"	"J01DH56,QJ01DH56"			"NA"	"NA"			2	"g"	"85424-0,93232-7,96372-8"
+"ISV"	6918485	"Isavuconazole"	"Antifungals/antimycotics"	"J02AC05,QJ02AC05"			"isav"	"benzonitrile,ravuconazole"	0.2	"g"	0.2	"g"	"85381-2,88887-5"
+"ISE"	3037209	"Isepamicin"	"Aminoglycosides"	"J01GB11,QJ01GB11"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"isepam"	"isepacin,isepalline,isepamicina,isepamicine,isepamicinsulphate,isepamicinum"			0.4	"g"	"32381-6,35820-0,35821-8,55680-3"
+"ISO"	3760	"Isoconazole"	"Antifungals/antimycotics"	"D01AC05,G01AF07,QD01AC05,QG01AF07"	"Antimycotics for topic use"	"Triazole derivatives"	"NA"	"isoconazol,isoconazolum,travogen"					"55681-1,55682-9,55683-7,55684-5"
+"INH"	3767	"Isoniazid"	"Antimycobacterials"	"J04AC01,QJ04AC01"	"Drugs for treatment of tuberculosis"	"Hydrazides"	"inh,isonia"	"abdizide,acetylisoniazide,andrazide,anidrasona,antimicina,antituberkulosum,armacide,armazid,armazide,atcotibine,azuren,cedin,cemidon,chemiazid,chemidon,continazine,cortinazine,cotinazin,cotinizin,defonin,dianicotyl,dibutin,diforin,dinacrin,dinocrin,ditubin,ebidene,eralon,ertuban,eutizon,evalon,fetefu,fimalene,hidranizil,hidrasonil,hidrulta,hidrun,hycozid,hydra,hydrazid,hyozid,hyzyd,idrazil,inizid,ipcazide,iscotin,isidrina,ismazide,isobicina,isocid,isocidene,isocotin,isohydrazide,isokin,isolyn,isonerit,isonex,isoniacid,isoniazida,isoniazide,isoniazidum,isonicazide,isonicid,isonico,isonicotan,isonicotil,isonicotinhydrazid,isonicotinohydrazide,isonide,isonidrin,isonikazid,isonilex,isonin,isonindon,isonirit,isoniton,isonizida,isonizide,isotamine,isotebe,isotebezid,isotinyl,isozid,isozide,isozyd,laniazid,laniozid,mayambutol,mybasan,neoteben,neoxin,neumandin,nevin,niadrin,nicazide,nicetal,nicizina,niconyl,nicotibina,nicotibine,nicotisan,nicozide,nidaton,nidrazid,nikozid,niplen,nitadon,niteban,nitebannsc,nydrazid,nyscozid,pelazid,percin,phthisen,preparation,pycazide,pyreazid,pyricidin,pyridicin,pyrizidin,raumanon,razide,retozide,rifater,rimicid,rimifon,rimiphone,rimitsid,robiselin,robisellin,roxifen,sanohidrazina,sauterazid,sauterzid,stanozide,tebecid,tebenic,tebexin,tebilon,tebos,teebaconin,tekazin,tibazide,tibemid,tibiazide,tibinide,tibison,tibivis,tibizide,tibusan,tisin,tisiodrazida,tizide,tubazid,tubazide,tubeco,tubecotubercid,tuberian,tubicon,tubilysin,tubizid,tubomel,tyvid,unicocyde,unicozyde,vazadrine,vederon,zidafimia,zinadon,zonazide"	0.3	"g"	0.3	"g"	"18934-0,20383-6,23947-5,25217-1,25218-9,25219-7,25451-6,26756-7,286-5,287-3,288-1,289-9,29315-9,3697-0,40371-7,42649-4,42650-2,42651-0,45215-1,48171-3,48172-1,55685-2,7020-1,89488-1"
+"IST"		"Isoniazid/sulfamethoxazole/trimethoprim/pyridoxine"	"Antimycobacterials"	"NA"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"ITR"	3793	"Itraconazole"	"Antifungals/antimycotics"	"J02AC02,QJ02AC02"	"Antimycotics for systemic use"	"Triazole derivatives"	"itra,itraco"	"candistat,canditral,cladosal,fungitraxx,intraconazole,itraconazol,itraconazolo,itraconazolum,itraconzaole,itrafungol,itralek,itrizole,lozanoc,onmel,sempera,sporamelt,sporanox,sporonox,traconal,triasporin"	0.2	"g"	0.2	"g"	"10989-2,12392-7,25258-5,25452-4,27081-9,32184-4,32185-1,32603-3,54179-7,7021-9,80531-7"
+"JOS"	5282165	"Josamycin"	"Macrolides/lincosamides"	"J01FA07,QJ01FA07"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"josamy"	"jomybel,josamicina,josamycine,josamycinum"	2	"g"			"25597-6,25702-2,41698-2,41699-0"
+"KAN"	6032	"Kanamycin"	"Aminoglycosides"	"A07AA08,J01GB04,QA07AA08,QJ01GB04,QS01AA24,S01AA24"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"hlk,k,kan,kana,kanamy,km"	"kanamicina,kanamycine,kanamycins,kanamycinum,kantrex,klebcil"	3	"g"	1	"g"	"18935-7,18936-5,23609-1,23889-9,25182-7,25213-0,25214-8,290-7,291-5,292-3,293-1,3698-8,3699-6,3700-2,42652-8,47395-9,49080-5,7022-7,7023-5,7024-3,88002-1,88705-9,89482-4"
 "KAH"		"Kanamycin-high"	"Aminoglycosides"	"NA"			"k_h,kahl"	"NA"					"18936-5,7023-5,7024-3"
 "KAC"		"Kanamycin/cephalexin"	"Aminoglycosides"	"NA"			"NA"	"NA"					"NA"
-"KET"	456201	"Ketoconazole"	"Antifungals/antimycotics"	"D01AC08,G01AF11,H02CA03,J02AB02"	"Antimycotics for systemic use"	"Imidazole derivatives"	"keto,ktc"	"brizoral,ethanone,extina,fungarest,fungoral,ketaconazole,ketocanazole,ketoconazol,ketoconazolum,ketodan,ketoderm,ketoisdin,ketozole,kuric,levoketoconazole,nizoral,normocort,panfungol,piperazine,recorlev,sebazole,teryzolin,terzolin,tocris,xolegel"	0.6	"g"			"10990-0,12393-5,18937-3,25259-3,294-9,295-6,296-4,297-2,60091-6,60092-4,7025-0"
+"KET"	456201	"Ketoconazole"	"Antifungals/antimycotics"	"D01AC08,G01AF11,H02CA03,J02AB02,QD01AC08,QG01AF11,QH02CA03,QJ02AB02"	"Antimycotics for systemic use"	"Imidazole derivatives"	"keto,ketoco,ktc"	"brizoral,ethanone,extina,fungarest,fungoral,ketaconazole,ketocanazole,ketoconazol,ketoconazolum,ketodan,ketoderm,ketoisdin,ketozole,kuric,levoketoconazole,nizoral,normocort,panfungol,piperazine,recorlev,sebazole,teryzolin,terzolin,tocris,xolegel"	0.6	"g"			"10990-0,12393-5,18937-3,25259-3,294-9,295-6,296-4,297-2,60091-6,60092-4,7025-0"
 "KIT"		"Kitasamycin"	"Macrolides/lincosamides"	"QJ01FA93"			"leucomycin"	"NA"					"NA"
 "LAS"	5360807	"Lasalocid"	"Other antibacterials"	"QP51BB02"			"NA"	"avatec,bovate,bovatec,lasalocide,lasalocido,lasalocidsalt,lasalocidum"					"87598-9"
-"LSC"	71528768	"Lascufloxacin"	"Fluoroquinolones"	"J01MA25"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"lasvic"	75	"mg"			"NA"
-"LTM"	47499	"Latamoxef"	"Cephalosporins (3rd gen.)"	"J01DD06"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"mox,moxa,moxalactam"	"dilatamoxef,festamoxin,lamoxactam,latamoxefum,morrhuate,moxalactamsalt,moxam,shiomarin"			4	"g"	"NA"
-"LMU"	25185057	"Lefamulin"	"Other antibacterials"	"J01XX12"			"NA"	"lefamulinacetate,xenleta"					"85425-7,99281-8"
+"LSC"	71528768	"Lascufloxacin"	"Fluoroquinolones"	"J01MA25,QJ01MA25"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"lasvic"	75	"mg"			"NA"
+"LTM"	47499	"Latamoxef"	"Cephalosporins (3rd gen.)"	"J01DD06,QJ01DD06"	"Other beta-lactam antibacterials"	"Third-generation cephalosporins"	"mox,moxa,moxalactam"	"dilatamoxef,festamoxin,lamoxactam,latamoxefum,morrhuate,moxalactamsalt,moxam,shiomarin"			4	"g"	"NA"
+"LMU"	25185057	"Lefamulin"	"Other antibacterials"	"J01XX12,QJ01XX12"			"NA"	"lefamulinacetate,xenleta"					"85425-7,99281-8"
 "LEN"	65646	"Lenampicillin"	"Beta-lactams/penicillins"	"NA"			"NA"	"lenampicilina,lenampicilline,lenampicillinum,takacillin,valacillin,varacillin"					"NA"
-"LVX"	149096	"Levofloxacin"	"Fluoroquinolones"	"J01MA12,S01AE05"	"Quinolone antibacterials"	"Fluoroquinolones"	"le,lev,levo,lvx"	"aeroquin,cravit,dextrofloxacin,dynaquin,elequine,iquix,levaquin,levofiexacin,levofloxacine,levofloxacino,levofloxacinum,loxof,ofloxcacin,oftaquix,quinsair,quixin,tavanic,unibiotic,venaxan"	0.5	"g"	0.5	"g"	"101501-5,20396-8,20629-2,21367-8,21368-6,30532-6,30533-4,48173-9,53716-7,7026-8,76040-5,76041-3,76042-1"
-"LEO"		"Levofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA05"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"LND"	9850038	"Levonadifloxacin"	"Fluoroquinolones"	"J01MA24"			"NA"	"NA"					"NA"
+"LVX"	149096	"Levofloxacin"	"Fluoroquinolones"	"J01MA12,QJ01MA12,QS01AE05,S01AE05"	"Quinolone antibacterials"	"Fluoroquinolones"	"le,lev,levo,levofl,lvx"	"aeroquin,cravit,dextrofloxacin,dynaquin,elequine,iquix,levaquin,levofiexacin,levofloxacine,levofloxacino,levofloxacinum,loxof,ofloxcacin,oftaquix,quinsair,quixin,tavanic,unibiotic,venaxan"	0.5	"g"	0.5	"g"	"101501-5,20396-8,20629-2,21367-8,21368-6,30532-6,30533-4,48173-9,53716-7,7026-8,76040-5,76041-3,76042-1"
+"LEO"		"Levofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA05,QJ01RA05"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"LND"	9850038	"Levonadifloxacin"	"Fluoroquinolones"	"J01MA24,QJ01MA24"			"NA"	"NA"					"NA"
 "LSP"		"Linco-spectin"	"Other antibacterials"	"NA"			"lincomycin/spectinomycin"	"NA"					"NA"
-"LIN"	3000540	"Lincomycin"	"Macrolides/lincosamides"	"J01FF02"	"Macrolides, lincosamides and streptogramins"	"Lincosamides"	"linc"	"albiotic,bactramycin,cillimycin,frademicina,jiemycin,lincocin,lincogap,lincolcina,lincolnensin,lincomicina,lincomix,lincomycine,lincomycinum,lincomyocin,lincorex,linocin,mycivin"	1.8	"g"	1.8	"g"	"18938-1,298-0,299-8,300-4,301-2,41700-6,87597-1"
-"LNZ"	441401	"Linezolid"	"Oxazolidinones"	"J01XX08"	"Other antibacterials"	"Other antibacterials"	"line,lnz,lz,lzd"	"desfluorolinezolid,linezoid,linezolidum,zivoxid,zyvox,zyvoxa,zyvoxam,zyvoxid"	1.2	"g"	1.2	"g"	"29254-0,29255-7,29258-1,33332-8,34202-2,41500-0,80609-1,88706-7,96111-0"
-"LFE"		"Linoprist-flopristin"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"LOM"	3948	"Lomefloxacin"	"Fluoroquinolones"	"J01MA07,S01AE04"	"Quinolone antibacterials"	"Fluoroquinolones"	"lmf,lom,lome"	"bareon,logiflox,lomebact,lomefloxacine,lomefloxacino,lomefloxacinum,maxaquin,maxaquine,mazaquin,okacin,okacyn,uniquin"	0.4	"g"			"18939-9,302-0,303-8,304-6,305-3,41701-4"
-"LOR"	5284585	"Loracarbef"	"Cephalosporins (2nd gen.)"	"J01DC08"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"lora"	"carbac,lorabid,loracarbefum,lorafem,lorbef,loribid"	0.6	"g"			"18940-7,306-1,307-9,308-7,309-5,7027-6"
-"LYM"	54707177	"Lymecycline"	"Tetracyclines"	"J01AA04"	"Tetracyclines"	"Tetracyclines"	"NA"	"armyl,chlortetracyclin,ciclisin,ciclolysal,ciclolysine,eficiclina,infaciclina,limeciclina,lisinbiotic,lymecyclinum,mucomycin,ntetracycline,tetralisal,tetralysal,vebicyclysal"	0.6	"g"	0.6	"g"	"18941-5,310-3,311-1,312-9,313-7"
-"MNA"	1292	"Mandelic acid"	"Other antibacterials"	"B05CA06,J01XX06"	"Other antibacterials"	"Other antibacterials"	"NA"	"amygdalate,mandelsaeure,paramandelate,phenylglycolate,phenylhydroxyacetate,uromaline"	12	"g"			"NA"
+"LIN"	3000540	"Lincomycin"	"Macrolides/lincosamides"	"J01FF02,QJ01FF02,QJ51FF02"	"Macrolides, lincosamides and streptogramins"	"Lincosamides"	"linc,lincom"	"albiotic,bactramycin,cillimycin,frademicina,jiemycin,lincocin,lincogap,lincolcina,lincolnensin,lincomicina,lincomix,lincomycine,lincomycinum,lincomyocin,lincorex,linocin,mycivin"	1.8	"g"	1.8	"g"	"18938-1,298-0,299-8,300-4,301-2,41700-6,87597-1"
+"LNZ"	441401	"Linezolid"	"Oxazolidinones"	"J01XX08,QJ01XX08"	"Other antibacterials"	"Other antibacterials"	"line,linezo,lnz,lz,lzd"	"desfluorolinezolid,linezoid,linezolidum,zivoxid,zyvox,zyvoxa,zyvoxam,zyvoxid"	1.2	"g"	1.2	"g"	"29254-0,29255-7,29258-1,33332-8,34202-2,41500-0,80609-1,88706-7,96111-0"
+"LFE"		"Linoprist-flopristin"	"Other antibacterials"	"NA"			"linflo"	"NA"					"NA"
+"LOM"	3948	"Lomefloxacin"	"Fluoroquinolones"	"J01MA07,QJ01MA07,QS01AE04,S01AE04"	"Quinolone antibacterials"	"Fluoroquinolones"	"lmf,lom,lome,lomefl"	"bareon,logiflox,lomebact,lomefloxacine,lomefloxacino,lomefloxacinum,maxaquin,maxaquine,mazaquin,okacin,okacyn,uniquin"	0.4	"g"			"18939-9,302-0,303-8,304-6,305-3,41701-4"
+"LOR"	5284585	"Loracarbef"	"Cephalosporins (2nd gen.)"	"J01DC08,QJ01DC08"	"Other beta-lactam antibacterials"	"Second-generation cephalosporins"	"lora,loraca"	"carbac,lorabid,loracarbefum,lorafem,lorbef,loribid"	0.6	"g"			"18940-7,306-1,307-9,308-7,309-5,7027-6"
+"LYM"	54707177	"Lymecycline"	"Tetracyclines"	"J01AA04,QJ01AA04"	"Tetracyclines"	"Tetracyclines"	"NA"	"armyl,chlortetracyclin,ciclisin,ciclolysal,ciclolysine,eficiclina,infaciclina,limeciclina,lisinbiotic,lymecyclinum,mucomycin,ntetracycline,tetralisal,tetralysal,vebicyclysal"	0.6	"g"	0.6	"g"	"18941-5,310-3,311-1,312-9,313-7"
+"MNA"	1292	"Mandelic acid"	"Other antibacterials"	"B05CA06,J01XX06,QB05CA06,QJ01XX06"	"Other antibacterials"	"Other antibacterials"	"NA"	"amygdalate,mandelsaeure,paramandelate,phenylglycolate,phenylhydroxyacetate,uromaline"	12	"g"			"NA"
 "MGX"		"Manogepix"	"Antifungals"	"NA"			"NA"	"NA"					"NA"
-"MAR"	60651	"Marbofloxacin"	"Fluoroquinolones"	"QJ01MA93"			"NA"	"marbocyl,marbofloxacine,marbofloxacino,marbofloxacinum,marboquin,zeniquin"					"73596-9,73618-1,73641-3"
-"MEC"	36273	"Mecillinam"	"Beta-lactams/penicillins"	"J01CA11"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"amdinocillin"	"amdinocillin,coactin,hexacillin,mecilinamo,mecillinamum,selexidin"			1.2	"g"	"NA"
+"MAR"	60651	"Marbofloxacin"	"Fluoroquinolones"	"QJ01MA93"			"marbof"	"marbocyl,marbofloxacine,marbofloxacino,marbofloxacinum,marboquin,zeniquin"					"73596-9,73618-1,73641-3"
+"MEC"	36273	"Mecillinam"	"Beta-lactams/penicillins"	"J01CA11,QJ01CA11"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"amdinocillin,mecill"	"amdinocillin,coactin,hexacillin,mecilinamo,mecillinamum,selexidin"			1.2	"g"	"NA"
 "MEL"	71306732	"Meleumycin"	"Macrolides/lincosamides"	"NA"			"NA"	"NA"					"NA"
-"MEM"	441130	"Meropenem"	"Carbapenems"	"J01DH02"	"Other beta-lactam antibacterials"	"Carbapenems"	"mem,mer,mero,mp,mrp"	"meronem,meropen,meropenemum,merrem"			3	"g"	"101222-8,101488-5,101489-3,18943-1,41406-0,6651-4,6652-2,6653-0,6654-8,7029-2,85426-5,85427-3,88892-5,90980-4"
+"MEM"	441130	"Meropenem"	"Carbapenems"	"J01DH02,QJ01DH02"	"Other beta-lactam antibacterials"	"Carbapenems"	"mem,mer,mero,merope,mp,mrp"	"meronem,meropen,meropenemum,merrem"			3	"g"	"101222-8,101488-5,101489-3,18943-1,41406-0,6651-4,6652-2,6653-0,6654-8,7029-2,85426-5,85427-3,88892-5,90980-4"
 "MNC"		"Meropenem/nacubactam"	"Carbapenems"	"NA"			"NA"	"NA"					"NA"
-"MEV"		"Meropenem/vaborbactam"	"Carbapenems"	"J01DH52"	"Other beta-lactam antibacterials"	"Carbapenems"	"NA"	"NA"			3	"g"	"101222-8,101489-3,85427-3,88892-5,90980-4"
+"MEV"		"Meropenem/vaborbactam"	"Carbapenems"	"J01DH52,QJ01DH52"	"Other beta-lactam antibacterials"	"Carbapenems"	"NA"	"NA"			3	"g"	"101222-8,101489-3,85427-3,88892-5,90980-4"
 "MES"	176886	"Mesulfamide"	"Other antibacterials"	"NA"			"NA"	"mesulfamida,mesulfamido,mesulfamidum"					"NA"
-"MTC"	54675785	"Metacycline"	"Tetracyclines"	"J01AA05"	"Tetracyclines"	"Tetracyclines"	"NA"	"bialatan,metaciclina,metacyclinum,methacyclin,methacycline,methacyclinum,methylenecycline,physiomycine,rondomycin"	0.6	"g"			"NA"
-"MTM"	6713928	"Metampicillin"	"Beta-lactams/penicillins"	"J01CA14"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"blomopen,bonopen,celinmicina,elatocilline,filorex,magnipen,metambac,metampen,metampicilina,metampicillina,metampicilline,metampicillinsalt,metampicillinum,micinovo,ocelina,pangocilin,probiotic,relyothenate,ruticina,rutizina,sedomycin,serfabiotic,suvipen,viderpen,viderpin,vioplex"	1.5	"g"	1.5	"g"	"NA"
-"MTH"	4101	"Methenamine"	"Other antibacterials"	"J01XX05"	"Other antibacterials"	"Other antibacterials"	"NA"	"aminoform,aminoformaldehyde,ammoform,ammonioformaldehyde,antihydral,carin,cystamin,cystex,cystogen,duirexol,esametilentetramina,formamine,formin,grasselerator,heterin,hexaform,hexaloids,hexamethylamine,hexamethylenamine,hexamethyleneamine,hexamethylentetramin,hexamine,hexaminum,hexasan,hexilmethylenamine,metenamina,metenamine,methamin,methamine,methenamin,methenaminum,metramine,naphthamine,pellurin,resotropin,uramin,urasal,uratrine,urisol,uritone,urodeine,urotropin,urotropine,vesaloin,xametrin"	3	"g"			"NA"
-"MET"	6087	"Meticillin"	"Beta-lactams/penicillins"	"J01CF03"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"meti"	"belfacillin,celbenin,celpilline,cinopenil,dimocillin,estafcilina,flabelline,lucopenin,metacillin,methcillin,methicillin,methicillinanhydrous,methicillinhydrate,methicillinsalt,methicillinum,methycillin,meticilina,meticillina,meticilline,meticillinsalt,meticillinum,penaureus,penysol,staficyn,staphcillin,synticillin"			4	"g"	"NA"
+"MTC"	54675785	"Metacycline"	"Tetracyclines"	"J01AA05,QJ01AA05"	"Tetracyclines"	"Tetracyclines"	"methcy"	"bialatan,metaciclina,metacyclinum,methacyclin,methacycline,methacyclinum,methylenecycline,physiomycine,rondomycin"	0.6	"g"			"NA"
+"MTM"	6713928	"Metampicillin"	"Beta-lactams/penicillins"	"J01CA14,QJ01CA14"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"blomopen,bonopen,celinmicina,elatocilline,filorex,magnipen,metambac,metampen,metampicilina,metampicillina,metampicilline,metampicillinsalt,metampicillinum,micinovo,ocelina,pangocilin,probiotic,relyothenate,ruticina,rutizina,sedomycin,serfabiotic,suvipen,viderpen,viderpin,vioplex"	1.5	"g"	1.5	"g"	"NA"
+"MTH"	4101	"Methenamine"	"Other antibacterials"	"J01XX05,QJ01XX05"	"Other antibacterials"	"Other antibacterials"	"NA"	"aminoform,aminoformaldehyde,ammoform,ammonioformaldehyde,antihydral,carin,cystamin,cystex,cystogen,duirexol,esametilentetramina,formamine,formin,grasselerator,heterin,hexaform,hexaloids,hexamethylamine,hexamethylenamine,hexamethyleneamine,hexamethylentetramin,hexamine,hexaminum,hexasan,hexilmethylenamine,metenamina,metenamine,methamin,methamine,methenamin,methenaminum,metramine,naphthamine,pellurin,resotropin,uramin,urasal,uratrine,urisol,uritone,urodeine,urotropin,urotropine,vesaloin,xametrin"	3	"g"			"NA"
+"MET"	6087	"Meticillin"	"Beta-lactams/penicillins"	"J01CF03,QJ01CF03,QJ51CF03"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"methic,meti"	"belfacillin,celbenin,celpilline,cinopenil,dimocillin,estafcilina,flabelline,lucopenin,metacillin,methcillin,methicillin,methicillinanhydrous,methicillinhydrate,methicillinsalt,methicillinum,methycillin,meticilina,meticillina,meticilline,meticillinsalt,meticillinum,penaureus,penysol,staficyn,staphcillin,synticillin"			4	"g"	"NA"
 "MTP"	68590	"Metioprim"	"Other antibacterials"	"NA"			"NA"	"methioprim,metioprima,metioprime,metioprimum"					"NA"
 "MXT"	3047729	"Metioxate"	"Fluoroquinolones"	"NA"			"NA"	"metioxato,metioxatum"					"NA"
-"MTR"	4173	"Metronidazole"	"Other antibacterials"	"A01AB17,D06BX01,G01AF01,J01XD01,P01AB01"	"Other antibacterials"	"Imidazole derivatives"	"metr,mnz"	"acromona,anagiardil,arilin,atrivyl,bexon,clont,danizol,deflamon,donnan,efloran,elyzol,entizol,eumin,flagemona,flagesol,flagil,flagyl,flazol,flegyl,florazole,fossyol,giatricol,gineflavir,givagil,hydroxydimetridazole,hydroxymetronidazole,izoklion,klion,klont,mepagyl,meronidal,metric,metrolag,metrolyl,metromidol,metronidazolo,metronidazolum,metroplex,metrotop,mexibol,monagyl,monasin,nalox,nidagyl,noritate,novonidazol,nuvessa,orvagil,polibiotic,protostat,rathimed,rosaced,rosased,sanatrichom,satric,takimetol,trichazol,trichex,trichobrol,trichocide,trichomol,trichopal,trichopol,tricocet,tricom,trikacide,trikamon,trikhopol,trikojol,trikozol,trimeks,trivazol,vagilen,vagimid,vandazole,vertisal,wagitran,zadstat,zidoval"	2	"g"	1.5	"g"	"10991-8,18946-4,326-9,327-7,328-5,329-3,7031-8"
-"MEZ"	656511	"Mezlocillin"	"Beta-lactams/penicillins"	"J01CA10"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"mez,mezl,mz"	"baycipen,baypen,mezlin,mezlocilina,mezlocilline,mezlocillinsalt,mezlocillinum,multocillin"			6	"g"	"18947-2,330-1,331-9,332-7,333-5,3820-8,41702-2,54194-6,54195-3,54196-1"
-"MSU"		"Mezlocillin/sulbactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"54194-6,54195-3,54196-1"
-"MIF"	477468	"Micafungin"	"Antifungals/antimycotics"	"J02AX05"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"mica"	"fungard,funguard,micafungina,micafunginsalt,mycamine"			0.1	"g"	"53812-4,58418-5,65340-2,85048-7"
-"MCZ"	4189	"Miconazole"	"Antifungals/antimycotics"	"A01AB09,A07AC01,D01AC02,G01AF04,J02AB01,S02AA13"	"Antimycotics for systemic use"	"Imidazole derivatives"	"mico"	"aflorix,albistat,andergin,brentan,conofite,dactarin,florid,micantin,miconazol,miconazolo,miconazolum,micozole,minostate,monazole,monista,monistat,oravig,vusion,zimybase,zimycan"	0.2	"g"	1	"g"	"17278-3,25607-3,25722-0,54180-5,55686-0"
-"MCR"	3037206	"Micronomicin"	"Aminoglycosides"	"S01AA22"			"NA"	"micromicin,micromycin,micronomicina,micronomicine,micronomicinum,sagamicin,santemycin"					"NA"
-"MID"	5282169	"Midecamycin"	"Macrolides/lincosamides"	"J01FA03"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"macropen,madecacine,medemycin,midecamicina,midecamycine,midecamycinum,midecin,momicine,myoxam,normicina,rubimycin"	1.2	"g"	1	"g"	"NA"
-"MIL"	37614	"Miloxacin"	"Fluoroquinolones"	"NA"			"NA"	"miloxacine,miloxacino,miloxacinum"					"NA"
-"MNO"	54675783	"Minocycline"	"Tetracyclines"	"A01AB23,D10AF07,J01AA08"	"Tetracyclines"	"Tetracyclines"	"mc,mh,mi,min,mino,mn,mno"	"acnez,arestin,borymycin,dynacin,lederderm,minociclina,minocin,minocline,minocyclin,minocyclinum,minocyn,minomax,minomycin,mynocine,periocline,solodyn,vectrin,ximino"	1	"mg"	0.2	"g"	"18948-0,25225-4,334-3,335-0,336-8,337-6,34606-4,3822-4,49757-8,55156-4,7032-6"
-"MCM"	5282188	"Miocamycin"	"Macrolides/lincosamides"	"J01FA11"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"acecamycin,macroral,miocamen,miocamycine,miokamycin,mosil,myocamicin,ponsinomycin"	1.2	"g"			"18949-8,338-4,339-2,340-0,341-8,55687-8"
+"MTR"	4173	"Metronidazole"	"Other antibacterials"	"A01AB17,D06BX01,G01AF01,J01XD01,P01AB01,QA01AB17,QD06BX01,QG01AF01,QJ01XD01,QP51CA01"	"Other antibacterials"	"Imidazole derivatives"	"metr,metron,mnz"	"acromona,anagiardil,arilin,atrivyl,bexon,clont,danizol,deflamon,donnan,efloran,elyzol,entizol,eumin,flagemona,flagesol,flagil,flagyl,flazol,flegyl,florazole,fossyol,giatricol,gineflavir,givagil,hydroxydimetridazole,hydroxymetronidazole,izoklion,klion,klont,mepagyl,meronidal,metric,metrolag,metrolyl,metromidol,metronidazolo,metronidazolum,metroplex,metrotop,mexibol,monagyl,monasin,nalox,nidagyl,noritate,novonidazol,nuvessa,orvagil,polibiotic,protostat,rathimed,rosaced,rosased,sanatrichom,satric,takimetol,trichazol,trichex,trichobrol,trichocide,trichomol,trichopal,trichopol,tricocet,tricom,trikacide,trikamon,trikhopol,trikojol,trikozol,trimeks,trivazol,vagilen,vagimid,vandazole,vertisal,wagitran,zadstat,zidoval"	2	"g"	1.5	"g"	"10991-8,18946-4,326-9,327-7,328-5,329-3,7031-8"
+"MEZ"	656511	"Mezlocillin"	"Beta-lactams/penicillins"	"J01CA10,QJ01CA10"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"mez,mezl,mezlo,mz"	"baycipen,baypen,mezlin,mezlocilina,mezlocilline,mezlocillinsalt,mezlocillinum,multocillin"			6	"g"	"18947-2,330-1,331-9,332-7,333-5,3820-8,41702-2,54194-6,54195-3,54196-1"
+"MSU"		"Mezlocillin/sulbactam"	"Beta-lactams/penicillins"	"NA"			"mezsul"	"NA"					"54194-6,54195-3,54196-1"
+"MIF"	477468	"Micafungin"	"Antifungals/antimycotics"	"J02AX05,QJ02AX05"	"Antimycotics for systemic use"	"Other antimycotics for systemic use"	"mica,micafu"	"fungard,funguard,micafungina,micafunginsalt,mycamine"			0.1	"g"	"53812-4,58418-5,65340-2,85048-7"
+"MCZ"	4189	"Miconazole"	"Antifungals/antimycotics"	"A01AB09,A07AC01,D01AC02,G01AF04,J02AB01,QA01AB09,QA07AC01,QD01AC02,QG01AF04,QJ02AB01,QS02AA13,S02AA13"	"Antimycotics for systemic use"	"Imidazole derivatives"	"mico"	"aflorix,albistat,andergin,brentan,conofite,dactarin,florid,micantin,miconazol,miconazolo,miconazolum,micozole,minostate,monazole,monista,monistat,oravig,vusion,zimybase,zimycan"	0.2	"g"	1	"g"	"17278-3,25607-3,25722-0,54180-5,55686-0"
+"MCR"	3037206	"Micronomicin"	"Aminoglycosides"	"QS01AA22,S01AA22"			"micron"	"micromicin,micromycin,micronomicina,micronomicine,micronomicinum,sagamicin,santemycin"					"NA"
+"MID"	5282169	"Midecamycin"	"Macrolides/lincosamides"	"J01FA03,QJ01FA03"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"mideka"	"macropen,madecacine,medemycin,midecamicina,midecamycine,midecamycinum,midecin,momicine,myoxam,normicina,rubimycin"	1.2	"g"	1	"g"	"NA"
+"MIL"	37614	"Miloxacin"	"Fluoroquinolones"	"NA"			"amiflo"	"miloxacine,miloxacino,miloxacinum"					"NA"
+"MNO"	54675783	"Minocycline"	"Tetracyclines"	"A01AB23,D10AF07,J01AA08,QA01AB23,QD10AF07,QJ01AA08"	"Tetracyclines"	"Tetracyclines"	"mc,mh,mi,min,mino,minocy,mn,mno"	"acnez,arestin,borymycin,dynacin,lederderm,minociclina,minocin,minocline,minocyclin,minocyclinum,minocyn,minomax,minomycin,mynocine,periocline,solodyn,vectrin,ximino"	1	"mg"	0.2	"g"	"18948-0,25225-4,334-3,335-0,336-8,337-6,34606-4,3822-4,49757-8,55156-4,7032-6"
+"MCM"	5282188	"Miocamycin"	"Macrolides/lincosamides"	"J01FA11,QJ01FA11"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"acecamycin,macroral,miocamen,miocamycine,miokamycin,mosil,myocamicin,ponsinomycin"	1.2	"g"			"18949-8,338-4,339-2,340-0,341-8,55687-8"
 "MON"	23667299	"Monensin sodium"	"Other antibacterials"	"NA"			"NA"	"coban,elancoban,monelan,monensin,monensina,monensine,monensinum,monovet,romensin,rumensin"					"NA"
-"MRN"	70374	"Morinamide"	"Antimycobacterials"	"J04AK04"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"morfazinamide,morfazinammide,morfgazinamide,morinamida,morinamidum,morphazinamid,morphazinamide,piazofolina,piazolin,piazolina"					"NA"
-"MFX"	152946	"Moxifloxacin"	"Fluoroquinolones"	"J01MA14,S01AE07"	"Quinolone antibacterials"	"Fluoroquinolones"	"mox,moxi,mxf"	"actira,actura,avalox,avelox,avolex,izilox,moxeza,moxifloxacine,moxifloxacino,octegra,vegamox,vigamox,zimoxin"	0.4	"g"	0.4	"g"	"31037-5,31039-1,31041-7,31043-3,41502-6,43751-7,45223-5,76043-9,76044-7,76045-4,80540-8,88707-5,93497-6,96112-8"
-"MUP"	446596	"Mupirocin"	"Other antibacterials"	"D06AX09,R01AX06"			"mup,mupi"	"bactoderm,bactroban,centany,mupirocina,mupirocine,mupirocinum,plasimine,turixin"					"20389-3,35822-6,35823-4,60542-8,60543-6,7033-4"
+"MRN"	70374	"Morinamide"	"Antimycobacterials"	"J04AK04,QJ04AK04"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"morfazinamide,morfazinammide,morfgazinamide,morinamida,morinamidum,morphazinamid,morphazinamide,piazofolina,piazolin,piazolina"					"NA"
+"MFX"	152946	"Moxifloxacin"	"Fluoroquinolones"	"J01MA14,QJ01MA14,QS01AE07,S01AE07"	"Quinolone antibacterials"	"Fluoroquinolones"	"mox,moxi,moxifl,mxf"	"actira,actura,avalox,avelox,avolex,izilox,moxeza,moxifloxacine,moxifloxacino,octegra,vegamox,vigamox,zimoxin"	0.4	"g"	0.4	"g"	"31037-5,31039-1,31041-7,31043-3,41502-6,43751-7,45223-5,76043-9,76044-7,76045-4,80540-8,88707-5,93497-6,96112-8"
+"MUP"	446596	"Mupirocin"	"Other antibacterials"	"D06AX09,QD06AX09,QR01AX06,R01AX06"			"mup,mupi,mupiro"	"bactoderm,bactroban,centany,mupirocina,mupirocine,mupirocinum,plasimine,turixin"					"20389-3,35822-6,35823-4,60542-8,60543-6,7033-4"
 "NAC"	73386748	"Nacubactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"NA"
-"NAD"	4410	"Nadifloxacin"	"Fluoroquinolones"	"D10AF05"			"NA"	"acuatim,nadifloxacine,nadifloxacino,nadifloxacinum,nadixa,nadoxin"					"NA"
-"NAF"	8982	"Nafcillin"	"Beta-lactams/penicillins"	"J01CF06"			"NA"	"nafcil,nafcilin,nafcilina,nafcillinanhydrous,nafcilline,nafcillinhydrate,nafcillinmonohydrate,nafcillinsalt,nafcillinum,naftopen,nallpen,naphcillin,naphthicillin,unipen"			3	"g"	"10993-4,18951-4,25232-0,346-7,347-5,348-3,349-1,41704-8"
+"NAD"	4410	"Nadifloxacin"	"Fluoroquinolones"	"D10AF05,QD10AF05"			"NA"	"acuatim,nadifloxacine,nadifloxacino,nadifloxacinum,nadixa,nadoxin"					"NA"
+"NAF"	8982	"Nafcillin"	"Beta-lactams/penicillins"	"J01CF06,QJ01CF06"			"nafcil"	"nafcil,nafcilin,nafcilina,nafcillinanhydrous,nafcilline,nafcillinhydrate,nafcillinmonohydrate,nafcillinsalt,nafcillinum,naftopen,nallpen,naphcillin,naphthicillin,unipen"			3	"g"	"10993-4,18951-4,25232-0,346-7,347-5,348-3,349-1,41704-8"
 "ZWK"	117587595	"Nafithromycin"	"Macrolides/lincosamides"	"NA"			"NA"	"NA"					"NA"
-"NAL"	4421	"Nalidixic acid"	"Quinolones"	"J01MB02"	"Quinolone antibacterials"	"Other quinolones"	"na,nal,nali"	"amfonelinsaeure,baktogram,betaxina,chemiurin,cybis,dixiben,dixilina,dixinal,eucisten,eucistin,innoxalomn,innoxalon,jicsron,kusnarin,nalidicron,nalidixan,nalidixane,nalidixate,nalidixateanhydrous,nalidixic,nalidixin,nalidixinsaure,nalitucsan,nalix,nalurin,narigix,naxuril,negram,nevigramon,nicelate,nogram,poleon,sicmylon,specifen,specifin,unaserus,uralgin,uriben,uriclar,urisal,urodixin,uroman,uroneg,uronidix,uropan,wintomylon,wintron"	4	"g"			"NA"
+"NAL"	4421	"Nalidixic acid"	"Quinolones"	"J01MB02,QJ01MB02"	"Quinolone antibacterials"	"Other quinolones"	"na,nal,nalac,nali"	"amfonelinsaeure,baktogram,betaxina,chemiurin,cybis,dixiben,dixilina,dixinal,eucisten,eucistin,innoxalomn,innoxalon,jicsron,kusnarin,nalidicron,nalidixan,nalidixane,nalidixate,nalidixateanhydrous,nalidixic,nalidixin,nalidixinsaure,nalitucsan,nalix,nalurin,narigix,naxuril,negram,nevigramon,nicelate,nogram,poleon,sicmylon,specifen,specifin,unaserus,uralgin,uriben,uriclar,urisal,urodixin,uroman,uroneg,uronidix,uropan,wintomylon,wintron"	4	"g"			"NA"
 "NAL-S"		"Nalidixic acid screening test"	"Quinolones"	"NA"			"nal screen"	"NA"					"NA"
-"NAR"	65452	"Narasin"	"Other antibacterials"	"QP51BB04"			"NA"	"monteban,narasine,narasino,narasinum,skycis"					"87570-8"
-"NEM"	11993740	"Nemonoxacin"	"Fluoroquinolones"	"J01MB08"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"NA"					"NA"
-"NEO"	8378	"Neomycin"	"Aminoglycosides"	"A01AB08,A07AA01,B05CA09,D06AX04,J01GB05,R02AB01,S01AA03,S02AA07,S03AA01"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"neom"	"NA"	5	"g"	1	"g"	"10995-9,18953-0,25262-7,354-1,355-8,356-6,357-4,41705-5"
-"NET"	441306	"Netilmicin"	"Aminoglycosides"	"J01GB07,S01AA23"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"neti"	"netillin,netilmicina,netilmicine,netilmicinum,netilyn,netira,netromicine,netromycin,nettacin,ntromicine,ntromycin,vectacin,zetamicin"	0.35	"g"	0.35	"g"	"18954-8,25263-5,358-2,359-0,360-8,361-6,3848-9,3849-7,3850-5,47385-0,59565-2,59566-0,59567-8,7035-9"
+"NAR"	65452	"Narasin"	"Other antibacterials"	"QP51BB04"			"narasi"	"monteban,narasine,narasino,narasinum,skycis"					"87570-8"
+"NEM"	11993740	"Nemonoxacin"	"Fluoroquinolones"	"J01MB08,QJ01MB08"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"NA"					"NA"
+"NEO"	8378	"Neomycin"	"Aminoglycosides"	"A01AB08,A07AA01,B05CA09,D06AX04,J01GB05,QA01AB08,QA07AA01,QB05CA09,QD06AX04,QJ01GB05,QR02AB01,QS01AA03,QS02AA07,QS03AA01,R02AB01,S01AA03,S02AA07,S03AA01"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"neom,neomyc"	"NA"	5	"g"	1	"g"	"10995-9,18953-0,25262-7,354-1,355-8,356-6,357-4,41705-5"
+"NET"	441306	"Netilmicin"	"Aminoglycosides"	"J01GB07,QJ01GB07,QS01AA23,S01AA23"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"neti,netilm"	"netillin,netilmicina,netilmicine,netilmicinum,netilyn,netira,netromicine,netromycin,nettacin,ntromicine,ntromycin,vectacin,zetamicin"	0.35	"g"	0.35	"g"	"18954-8,25263-5,358-2,359-0,360-8,361-6,3848-9,3849-7,3850-5,47385-0,59565-2,59566-0,59567-8,7035-9"
 "NIC"	9507	"Nicarbazin"	"Other antibacterials"	"NA"			"NA"	"nicarb,nicarbasin,nicarbazine,nicarmix,nicoxin,nicrazin,nicrazine,nirazin"					"NA"
 "NIF"	71946	"Nifuroquine"	"Fluoroquinolones"	"NA"			"NA"	"abimasten,nifuroquina,nifuroquinum,quinaldofur"					"NA"
-"NFR"	9571062	"Nifurtoinol"	"Other antibacterials"	"J01XE02"	"Other antibacterials"	"Nitrofuran derivatives"	"NA"	"levantin,nifurmazol,nifurmazole,nifurmazolo,nifurmazolum,nifurtoinolo,nifurtoinolum,urfadin,urfadine,urfadyn"	0.16	"g"			"NA"
+"NFR"	9571062	"Nifurtoinol"	"Other antibacterials"	"J01XE02,QJ01XE02"	"Other antibacterials"	"Nitrofuran derivatives"	"NA"	"levantin,nifurmazol,nifurmazole,nifurmazolo,nifurmazolum,nifurtoinolo,nifurtoinolum,urfadin,urfadine,urfadyn"	0.16	"g"			"NA"
 "NTZ"	41684	"Nitazoxanide"	"Other antibacterials"	"P01AX11"			"NA"	"alinia,benzamide,colufase,cryptaz,daxon,dexidex,heliton,kidonax,nitax,nitaxozanid,nitaxozanide,nitazox,nitazoxamide,nitazoxanid,nitazoxanida,nitazoxanidum,nitrazoxanide,pacovanton,paramix,phavic"	1	"g"			"73595-1,73617-3,73640-5"
-"NIT"	6604200	"Nitrofurantoin"	"Other antibacterials"	"J01XE01"	"Other antibacterials"	"Nitrofuran derivatives"	"f,f/m,fd,ft,ni,nit,nitr"	"alfuran,benkfuran,berkfuran,berkfurin,ceduran,chemiofuran,cistofuran,cyantin,cystit,dantafur,fuamed,furabid,furachel,furadantin,furadantine,furadantoin,furadoin,furadoine,furadonin,furadonine,furadoninum,furadontin,furalan,furaloid,furantoina,furatoin,furedan,furina,furobactina,furodantin,gerofuran,ituran,macpac,macrobid,macrodantin,macrodantina,macrofuran,macrofurin,nierofu,nifuraden,nifuradene,nifuradeno,nifuradenum,nifuradine,nifurantin,nifuretten,nitoin,nitrex,nitrofuradantin,nitrofurantoina,nitrofurantoine,nitrofurantoinum,novofuran,orafuran,oxafuradene,oxafurandene,oxifuradene,oxyfuradene,parfuran,phenurin,renafur,siraliden,trantoin,uerineks,urizept,urodin,urofuran,urofurin,urolisa,urolong,uvamin,welfurin,zoofurin"	0.2	"g"			"18955-5,362-4,363-2,364-0,365-7,3860-4,7036-7"
-"NIZ"	5447130	"Nitrofurazone"	"Other antibacterials"	"NA"			"NA"	"acutol,aldomycin,alfucin,amifur,babrocid,becafurazone,biofuracina,biofurea,chemofuran,chixin,cocafurin,coxistat,dermofural,dymazone,dynazone,eldezol,fedacin,flavazone,fracine,furacilin,furacilinum,furacillin,furacin,furacine,furacinetten,furacoccid,furacort,furacycline,furaderm,furagent,furalcyn,furaldon,furalone,furametral,furaplast,furaseptyl,furaskin,furatsilin,furaziline,furazin,furazina,furazyme,furesol,furosem,fuvacillin,hemofuran,hydrazinecarboxamide,ibiofural,mammex,mastofuran,monafuracin,monafuracis,monofuracin,nefco,nifucin,nifurid,nifuzon,nitrofural,nitrofuralum,nitrofuran,nitrofurane,nitrofurazan,nitrofurazonum,nitrofurol,nitrozone,otofural,otofuran,rivafurazon,rivopon,sanfuran,semioxamazide,vabrocid,vadrocid,yatrocin"					"20388-5,87793-6"
-"NTR"	19910	"Nitroxoline"	"Fluoroquinolones"	"J01XX07"	"Other antibacterials"	"Other antibacterials"	"NA"	"galinok,isinok,nibiol,nicene,nitroxlina,nitroxolin,nitroxolina,nitroxolinum,noxibiol,noxin"	1	"g"			"25608-1,25723-8,32382-4,54181-3,55688-6"
-"NOR"	4539	"Norfloxacin"	"Fluoroquinolones"	"J01MA06,S01AE02"	"Quinolone antibacterials"	"Fluoroquinolones"	"nor,norf,nx,nxn"	"baccidal,barazan,chibroxin,chibroxine,chibroxol,fulgram,gonorcin,lexinor,nolicin,noracin,noraxin,norflo,norfloxacine,norfloxacino,norfloxacinum,norocin,noroxin,noroxine,norxacin,sebercim,uroxacin,utinor,zoroxin"	0.8	"g"			"18956-3,366-5,367-3,368-1,369-9,3867-9,41504-2,7037-5"
+"NIT"	6604200	"Nitrofurantoin"	"Other antibacterials"	"J01XE01,QJ01XE01"	"Other antibacterials"	"Nitrofuran derivatives"	"f,f/m,fd,ft,ni,nit,nit16,nitr,nitro"	"alfuran,benkfuran,berkfuran,berkfurin,ceduran,chemiofuran,cistofuran,cyantin,cystit,dantafur,fuamed,furabid,furachel,furadantin,furadantine,furadantoin,furadoin,furadoine,furadonin,furadonine,furadoninum,furadontin,furalan,furaloid,furantoina,furatoin,furedan,furina,furobactina,furodantin,gerofuran,ituran,macpac,macrobid,macrodantin,macrodantina,macrofuran,macrofurin,nierofu,nifuraden,nifuradene,nifuradeno,nifuradenum,nifuradine,nifurantin,nifuretten,nitoin,nitrex,nitrofuradantin,nitrofurantoina,nitrofurantoine,nitrofurantoinum,novofuran,orafuran,oxafuradene,oxafurandene,oxifuradene,oxyfuradene,parfuran,phenurin,renafur,siraliden,trantoin,uerineks,urizept,urodin,urofuran,urofurin,urolisa,urolong,uvamin,welfurin,zoofurin"	0.2	"g"			"18955-5,362-4,363-2,364-0,365-7,3860-4,7036-7"
+"NIZ"	5447130	"Nitrofurazone"	"Other antibacterials"	"NA"			"nitfur"	"acutol,aldomycin,alfucin,amifur,babrocid,becafurazone,biofuracina,biofurea,chemofuran,chixin,cocafurin,coxistat,dermofural,dymazone,dynazone,eldezol,fedacin,flavazone,fracine,furacilin,furacilinum,furacillin,furacin,furacine,furacinetten,furacoccid,furacort,furacycline,furaderm,furagent,furalcyn,furaldon,furalone,furametral,furaplast,furaseptyl,furaskin,furatsilin,furaziline,furazin,furazina,furazyme,furesol,furosem,fuvacillin,hemofuran,hydrazinecarboxamide,ibiofural,mammex,mastofuran,monafuracin,monafuracis,monofuracin,nefco,nifucin,nifurid,nifuzon,nitrofural,nitrofuralum,nitrofuran,nitrofurane,nitrofurazan,nitrofurazonum,nitrofurol,nitrozone,otofural,otofuran,rivafurazon,rivopon,sanfuran,semioxamazide,vabrocid,vadrocid,yatrocin"					"20388-5,87793-6"
+"NTR"	19910	"Nitroxoline"	"Fluoroquinolones"	"J01XX07,QJ01XX07"	"Other antibacterials"	"Other antibacterials"	"NA"	"galinok,isinok,nibiol,nicene,nitroxlina,nitroxolin,nitroxolina,nitroxolinum,noxibiol,noxin"	1	"g"			"25608-1,25723-8,32382-4,54181-3,55688-6"
+"NOR"	4539	"Norfloxacin"	"Fluoroquinolones"	"J01MA06,QJ01MA06,QS01AE02,S01AE02"	"Quinolone antibacterials"	"Fluoroquinolones"	"nor,norf,norflo,nx,nxn"	"baccidal,barazan,chibroxin,chibroxine,chibroxol,fulgram,gonorcin,lexinor,nolicin,noracin,noraxin,norflo,norfloxacine,norfloxacino,norfloxacinum,norocin,noroxin,noroxine,norxacin,sebercim,uroxacin,utinor,zoroxin"	0.8	"g"			"18956-3,366-5,367-3,368-1,369-9,3867-9,41504-2,7037-5"
 "NOR-S"		"Norfloxacin screening test"	"Fluoroquinolones"	"NA"			"nor screen"	"NA"					"NA"
-"NME"		"Norfloxacin/metronidazole"	"Fluoroquinolones"	"J01RA14"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"NTI"		"Norfloxacin/tinidazole"	"Fluoroquinolones"	"J01RA13"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"NME"		"Norfloxacin/metronidazole"	"Fluoroquinolones"	"J01RA14,QJ01RA14"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"NTI"		"Norfloxacin/tinidazole"	"Fluoroquinolones"	"J01RA13,QJ01RA13"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
 "NVA"	10419027	"Norvancomycin"	"Glycopeptides"	"NA"			"NA"	"NA"					"NA"
-"NOV"	54675769	"Novobiocin"	"Other antibacterials"	"QJ01XX95"			"novo"	"albadry,albamix,albamycin,biotexin,cardelmycin,cardelmycinsalt,cathocin,cathomycin,inabiocin,novobiocina,novobiocine,novobiocinsalt,novobiocinum,robiocina,sirbiocina,spheromycin,stilbiocina,streptonivicin,streptonivicinsalt,vulcamicina,vulcamycin,vulkamycin"					"17378-1,18957-1,370-7,371-5,372-3,373-1,41706-3"
-"NYS"	6433272	"Nystatin"	"Antifungals/antimycotics"	"A07AA02,D01AA01,G01AA01"			"nyst"	"biofanal,diastatin,herniocid,moronal,myconystatin,mycostatin,mykostatyna,nilstat,nistatin,nistatina,nyotran,nystan,nystatyna,nystavescent,nystex"	1.5	"MU"			"10697-1,10698-9,18958-9,35824-2,55689-4"
-"OFX"	4583	"Ofloxacin"	"Fluoroquinolones"	"J01MA01,S01AE01,S02AA16"	"Quinolone antibacterials"	"Fluoroquinolones"	"of,ofl,oflo,ofx"	"exocin,exocine,flobacin,floxil,floxin,monoflocet,oflocet,ofloxacina,ofloxacine,ofloxacino,ofloxacinum,ofloxaxin,oxaldin,tarivid,visiren,zanocin"	0.4	"g"	0.4	"g"	"18959-7,20384-4,23948-3,25264-3,374-9,375-6,376-4,377-2,3877-8,41408-6,41409-4,41410-2,42653-6,7038-3,72168-8"
-"OOR"		"Ofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA09"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"OLE"	72493	"Oleandomycin"	"Macrolides/lincosamides"	"J01FA05"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"amimycin,landomycin,matromycin,oleandomicina,oleandomycine,oleandomycinum,romicil"	1	"g"			"18960-5,378-0,379-8,380-6,381-4,55690-2"
-"OMC"	54697325	"Omadacycline"	"Tetracyclines"	"J01AA15"			"NA"	"amadacycline"	0.3	"g"	0.1	"g"	"73594-4,73616-5,73639-7"
+"NOV"	54675769	"Novobiocin"	"Other antibacterials"	"QJ01XX95"			"novo,novobi"	"albadry,albamix,albamycin,biotexin,cardelmycin,cardelmycinsalt,cathocin,cathomycin,inabiocin,novobiocina,novobiocine,novobiocinsalt,novobiocinum,robiocina,sirbiocina,spheromycin,stilbiocina,streptonivicin,streptonivicinsalt,vulcamicina,vulcamycin,vulkamycin"					"17378-1,18957-1,370-7,371-5,372-3,373-1,41706-3"
+"NYS"	6433272	"Nystatin"	"Antifungals/antimycotics"	"A07AA02,D01AA01,G01AA01,QA07AA02,QD01AA01,QG01AA01"			"nyst,nystan"	"biofanal,diastatin,herniocid,moronal,myconystatin,mycostatin,mykostatyna,nilstat,nistatin,nistatina,nyotran,nystan,nystatyna,nystavescent,nystex"	1.5	"MU"			"10697-1,10698-9,18958-9,35824-2,55689-4"
+"OFX"	4583	"Ofloxacin"	"Fluoroquinolones"	"J01MA01,QJ01MA01,QS01AE01,QS02AA16,S01AE01,S02AA16"	"Quinolone antibacterials"	"Fluoroquinolones"	"of,ofl,oflo,ofloxa,ofx"	"exocin,exocine,flobacin,floxil,floxin,monoflocet,oflocet,ofloxacina,ofloxacine,ofloxacino,ofloxacinum,ofloxaxin,oxaldin,tarivid,visiren,zanocin"	0.4	"g"	0.4	"g"	"18959-7,20384-4,23948-3,25264-3,374-9,375-6,376-4,377-2,3877-8,41408-6,41409-4,41410-2,42653-6,7038-3,72168-8"
+"OOR"		"Ofloxacin/ornidazole"	"Fluoroquinolones"	"J01RA09,QJ01RA09"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"OLE"	72493	"Oleandomycin"	"Macrolides/lincosamides"	"J01FA05,QJ01FA05"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"oleand"	"amimycin,landomycin,matromycin,oleandomicina,oleandomycine,oleandomycinum,romicil"	1	"g"			"18960-5,378-0,379-8,380-6,381-4,55690-2"
+"OMC"	54697325	"Omadacycline"	"Tetracyclines"	"J01AA15,QJ01AA15"			"NA"	"amadacycline"	0.3	"g"	0.1	"g"	"73594-4,73616-5,73639-7"
 "OPT"	87880	"Optochin"	"Other antibacterials"	"NA"			"NA"	"aflukin,auriquin,biquinate,chinidin,chinidine,chinimetten,chinin,chinine,conchinin,conchinine,conquinine,dentojel,dihydrochinidin,dihydroquinidine,dihydroquinine,hydroconchinine,hydroconquinine,hydroquinidine,kinidin,numoquin,optochine,optoquine,pitayine,qualaquin,quinaglute,quinicardine,quinidex,quinidine,quiniduran,quinindine,quinine,quinineanhydrous,quinora,quinsan,rezquin"					"100055-3,73665-2"
-"ORB"	60605	"Orbifloxacin"	"Fluoroquinolones"	"QJ01MA95"			"NA"	"orbax"					"35825-9,35826-7,35827-5"
-"ORI"	16136912	"Oritavancin"	"Glycopeptides"	"J01XA05"	"Other antibacterials"	"Glycopeptide antibacterials"	"orit"	"NA"					"41707-1,41708-9,41709-7,41736-0"
+"ORB"	60605	"Orbifloxacin"	"Fluoroquinolones"	"QJ01MA95"			"orbifl"	"orbax"					"35825-9,35826-7,35827-5"
+"ORI"	16136912	"Oritavancin"	"Glycopeptides"	"J01XA05,QJ01XA05"	"Other antibacterials"	"Glycopeptide antibacterials"	"orit,oritav"	"NA"					"41707-1,41708-9,41709-7,41736-0"
 "ORS"		"Ormetroprim/sulfamethoxazole"	"Other antibacterials"	"NA"			"NA"	"NA"					"73593-6,73615-7,73638-9"
-"ORN"	28061	"Ornidazole"	"Other antibacterials"	"G01AF06,J01XD03,P01AB03"	"Other antibacterials"	"Imidazole derivatives"	"NA"	"levornidazole,madelen,ornidal,ornidazolum,tiberal"	1.5	"g"	1	"g"	"55691-0,55692-8,55693-6,55694-4"
-"OTE"	77050711	"Oteseconazole"	"Antifungals/antimycotics"	"J02AC06"	"Antimycotics for systemic use"	"Triazole derivatives"	"NA"	"quilseconazole,vivijoa"	21	"mg"			"NA"
-"OXA"	6196	"Oxacillin"	"Beta-lactams/penicillins"	"J01CF04"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"ox,oxa,oxac,oxal,oxs"	"bactocill,bristopen,cryptocillin,micropenin,ossacillina,oxabel,oxabelsalt,oxacilina,oxacillinanhydrous,oxacilline,oxacillinhydrate,oxacillinsalt,oxacillinum,oxazocillin,oxazocilline,penstapho,prostaphlin,prostaphlyn,resistopen,stapenor"	2	"g"	2	"g"	"18961-3,25265-0,382-2,383-0,384-8,385-5,3882-8,7039-1"
+"ORN"	28061	"Ornidazole"	"Other antibacterials"	"G01AF06,J01XD03,P01AB03,QG01AF06,QJ01XD03,QP51AA03"	"Other antibacterials"	"Imidazole derivatives"	"NA"	"levornidazole,madelen,ornidal,ornidazolum,tiberal"	1.5	"g"	1	"g"	"55691-0,55692-8,55693-6,55694-4"
+"OTE"	77050711	"Oteseconazole"	"Antifungals/antimycotics"	"J02AC06,QJ02AC06"	"Antimycotics for systemic use"	"Triazole derivatives"	"NA"	"quilseconazole,vivijoa"	21	"mg"			"NA"
+"OXA"	6196	"Oxacillin"	"Beta-lactams/penicillins"	"J01CF04,QJ01CF04,QJ51CF04"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase resistant penicillins"	"ox,oxa,oxac,oxacil,oxal,oxs"	"bactocill,bristopen,cryptocillin,micropenin,ossacillina,oxabel,oxabelsalt,oxacilina,oxacillinanhydrous,oxacilline,oxacillinhydrate,oxacillinsalt,oxacillinum,oxazocillin,oxazocilline,penstapho,prostaphlin,prostaphlyn,resistopen,stapenor"	2	"g"	2	"g"	"18961-3,25265-0,382-2,383-0,384-8,385-5,3882-8,7039-1"
 "OXA-S"		"Oxacillin screening test"	"Beta-lactams/penicillins"	"NA"			"oxa screen"	"NA"					"NA"
-"OXO"	4628	"Oxolinic acid"	"Quinolones"	"J01MB05"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"aqualinic,cistopax,dioxacin,emyrenil,gramurin,inoxyl,nidantin,oksaren,orthurine,ossian,oxoboi,oxolinic,pietil,prodoxal,prodoxol,starner,tiurasin,ultibid,urinox,uritrate,urotrate,uroxol,utibid"	1	"g"			"NA"
-"OXY"	54675779	"Oxytetracycline"	"Tetracyclines"	"A01AB25,D06AA03,G01AA07,J01AA06,S01AA04"	"Tetracyclines"	"Tetracyclines"	"NA"	"achromycin,actisite,adamycin,artomycin,berkmycen,biostat,bristacycline,cancycline,cyclopar,dabicycline,diacycine,dumocyclin,embryostat,fanterrin,galsenomycin,geomycin,geotilin,hostacycline,hydroxytetracyclinum,lenocycline,macocyn,medamycin,mephacyclin,nitox,oksisyklin,ossitetraciclina,oxitetraciclina,oxitetracyclin,oxitetracycline,oxitetracyclinum,oxymycin,oxypam,oxyterracin,oxyterracine,oxyterracyne,oxytetracid,oxytetracyclin,oxytetracyclinum,paltet,partrex,pennox,piracaps,proteroxyna,qidtet,quadracycline,quatrex,remicyclin,retet,ricycline,riomitsin,ryomycin,solkaciclina,stevacin,stilciclina,subamycin,sumycin,supramycin,sustamycin,tarocyn,tarosin,tefilin,teline,telotrex,teravit,terrafungine,terramitsin,terramycine,tetrabakat,tetrabid,tetrablet,tetracaps,tetracompren,tetrakap,tetralution,tetramavan,tetramed,tetran,tetrosol,topicycline,triphacyclin,unicin,ursocyclin,ursocycline,vetquamycin"	1	"g"	1	"g"	"17396-3,18962-1,25266-8,386-3,387-1,388-9,389-7,55699-3,87595-5"
-"OZN"		"Ozenoxacin"		"D06AX14"			"NA"	"NA"					"NA"
-"PAS"	4649	"P-aminosalicylic acid"	"Antimycobacterials"	"NA"			"NA"	"NA"					"NA"
-"PAN"	72015	"Panipenem"	"Carbapenems"	"J01DH55"			"NA"	"carbenin,panipenemum,penipanem"			2	"g"	"100056-1,53823-1"
-"PAR"	165580	"Paromomycin"	"Other antibacterials"	"A07AA06"			"NA"	"aminosidin,amminosidin,crestomycin,estomycin,gabbromycin,gabromycin,humatin,humycin,hydroxymycin,monomycin,paramomycin,paromomicina,paromomycine,paromomycinum,paucimycin,paucimycinum"	3	"g"			"51719-3,53824-9,55700-9,55701-7,55702-5"
-"PAZ"	65957	"Pazufloxacin"	"Fluoroquinolones"	"J01MA18"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"pazufloxacine,pazufloxacino,pazufloxacinum"			1	"g"	"NA"
-"PEF"	51081	"Pefloxacin"	"Fluoroquinolones"	"J01MA03"	"Quinolone antibacterials"	"Fluoroquinolones"	"pefl"	"labocton,pefbid,pefloxacine,pefloxacinium,pefloxacino,pefloxacinum,pefocin,pefran,pelox"	0.8	"g"	0.8	"g"	"18963-9,35828-3,390-5,3906-5,7040-9"
+"OXO"	4628	"Oxolinic acid"	"Quinolones"	"J01MB05,QJ01MB05"	"Quinolone antibacterials"	"Other quinolones"	"oxoaci"	"aqualinic,cistopax,dioxacin,emyrenil,gramurin,inoxyl,nidantin,oksaren,orthurine,ossian,oxoboi,oxolinic,pietil,prodoxal,prodoxol,starner,tiurasin,ultibid,urinox,uritrate,urotrate,uroxol,utibid"	1	"g"			"NA"
+"OXY"	54675779	"Oxytetracycline"	"Tetracyclines"	"A01AB25,D06AA03,G01AA07,J01AA06,QA01AB25,QD06AA03,QG01AA07,QG51AA01,QJ01AA06,QJ51AA06,QS01AA04,S01AA04"	"Tetracyclines"	"Tetracyclines"	"oxytet"	"achromycin,actisite,adamycin,artomycin,berkmycen,biostat,bristacycline,cancycline,cyclopar,dabicycline,diacycine,dumocyclin,embryostat,fanterrin,galsenomycin,geomycin,geotilin,hostacycline,hydroxytetracyclinum,lenocycline,macocyn,medamycin,mephacyclin,nitox,oksisyklin,ossitetraciclina,oxitetraciclina,oxitetracyclin,oxitetracycline,oxitetracyclinum,oxymycin,oxypam,oxyterracin,oxyterracine,oxyterracyne,oxytetracid,oxytetracyclin,oxytetracyclinum,paltet,partrex,pennox,piracaps,proteroxyna,qidtet,quadracycline,quatrex,remicyclin,retet,ricycline,riomitsin,ryomycin,solkaciclina,stevacin,stilciclina,subamycin,sumycin,supramycin,sustamycin,tarocyn,tarosin,tefilin,teline,telotrex,teravit,terrafungine,terramitsin,terramycine,tetrabakat,tetrabid,tetrablet,tetracaps,tetracompren,tetrakap,tetralution,tetramavan,tetramed,tetran,tetrosol,topicycline,triphacyclin,unicin,ursocyclin,ursocycline,vetquamycin"	1	"g"	1	"g"	"17396-3,18962-1,25266-8,386-3,387-1,388-9,389-7,55699-3,87595-5"
+"OZN"		"Ozenoxacin"		"D06AX14,QD06AX14"			"NA"	"NA"					"NA"
+"PAS"	4649	"P-aminosalicylic acid"	"Antimycobacterials"	"NA"			"pasraa"	"NA"					"NA"
+"PAN"	72015	"Panipenem"	"Carbapenems"	"NA"			"NA"	"carbenin,panipenemum,penipanem"					"100056-1,53823-1"
+"PAR"	165580	"Paromomycin"	"Other antibacterials"	"A07AA06,QA07AA06,QJ01GB92"			"NA"	"aminosidin,amminosidin,crestomycin,estomycin,gabbromycin,gabromycin,humatin,humycin,hydroxymycin,monomycin,paramomycin,paromomicina,paromomycine,paromomycinum,paucimycin,paucimycinum"	3	"g"			"51719-3,53824-9,55700-9,55701-7,55702-5"
+"PAZ"	65957	"Pazufloxacin"	"Fluoroquinolones"	"J01MA18,QJ01MA18"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"pazufloxacine,pazufloxacino,pazufloxacinum"			1	"g"	"NA"
+"PEF"	51081	"Pefloxacin"	"Fluoroquinolones"	"J01MA03,QJ01MA03"	"Quinolone antibacterials"	"Fluoroquinolones"	"pefl,perflo"	"labocton,pefbid,pefloxacine,pefloxacinium,pefloxacino,pefloxacinum,pefocin,pefran,pelox"	0.8	"g"	0.8	"g"	"18963-9,35828-3,390-5,3906-5,7040-9"
 "PEF-S"		"Pefloxacin screening test"	"Fluoroquinolones"	"NA"			"pef screen"	"NA"					"NA"
-"PNM"	10250769	"Penamecillin"	"Beta-lactams/penicillins"	"J01CE06"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"havapen,hydroxymethyl,penamecilina,penamecillina,penamecilline,penamecillinum"	1.05	"g"			"NA"
-"PNO"		"Penicillin/novobiocin"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"35872-1,35873-9,35874-7"
+"PNM"	10250769	"Penamecillin"	"Beta-lactams/penicillins"	"J01CE06,QJ01CE06"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"havapen,hydroxymethyl,penamecilina,penamecillina,penamecilline,penamecillinum"	1.05	"g"			"NA"
+"PNO"		"Penicillin/novobiocin"	"Beta-lactams/penicillins"	"NA"			"pennov"	"NA"					"35872-1,35873-9,35874-7"
 "PSU"		"Penicillin/sulbactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"NA"
-"PNM1"	54686187	"Penimepicycline"	"Tetracyclines"	"J01AA10"	"Tetracyclines"	"Tetracyclines"	"NA"	"criseocil,duamine,geotricyn,hydrocycline,penetracyne,penimepiciclina,penimepicyclinum"					"NA"
+"PNM1"	54686187	"Penimepicycline"	"Tetracyclines"	"J01AA10,QJ01AA10"	"Tetracyclines"	"Tetracyclines"	"NA"	"criseocil,duamine,geotricyn,hydrocycline,penetracyne,penimepiciclina,penimepicyclinum"					"NA"
 "PIM"	65453	"Pentisomicin"	"Aminoglycosides"	"NA"			"NA"	"mutamicin,mutamycin,pentisomicina,pentisomicine,pentisomicinum"					"NA"
 "PTZ"	55250256	"Pentizidone"	"Other antibacterials"	"NA"			"NA"	"pentizidona,pentizidonum"					"NA"
 "PEX"	16132253	"Pexiganan"	"Other antibacterials"	"NA"			"NA"	"cytolex,mangainin"					"NA"
-"PHE"	272833	"Pheneticillin"	"Beta-lactams/penicillins"	"J01CE05"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"fene"	"alfacillin,alticina,antibiocin,arcacil,arcasin,astracillin,bendralan,beromycin,brocsil,broxil,chemipen,cliacil,darcil,feneticilina,feneticillin,feneticillina,feneticilline,fenocin,icipen,isocillin,ispenoral,kavepenin,maxipen,optipen,oralopen,orapen,ospeneff,pedipen,penagen,pencompren,penemve,peniplus,penova,pensig,penvikal,phenethicilin,phenethicillin,phenethicillinum,pheneticilline,pheneticillinum,primcillin,priospen,roscopenin,semopen,suspen,synapen,syncillin,synerpenin,synthecillin,synthecilline,synthepen,triospen,vamosyn,veetids,vepen"	1	"g"			"NA"
-"PHN"	6869	"Phenoxymethylpenicillin"	"Beta-lactams/penicillins"	"J01CE02"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"fepe,peni v,penicillin v,pnv,pv"	"apopen,calcipen,fenacilin,fenospen,meropenin,oracillin,oracilline,oratren,orocillin,ospen,phenocillin,phenomycilline,phenopenicillin,rocilin,stabicillin,vebecillin"	2	"g"			"NA"
+"PHE"	272833	"Pheneticillin"	"Beta-lactams/penicillins"	"J01CE05,QJ01CE05"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"fene"	"alfacillin,alticina,antibiocin,arcacil,arcasin,astracillin,bendralan,beromycin,brocsil,broxil,chemipen,cliacil,darcil,feneticilina,feneticillin,feneticillina,feneticilline,fenocin,icipen,isocillin,ispenoral,kavepenin,maxipen,optipen,oralopen,orapen,ospeneff,pedipen,penagen,pencompren,penemve,peniplus,penova,pensig,penvikal,phenethicilin,phenethicillin,phenethicillinum,pheneticilline,pheneticillinum,primcillin,priospen,roscopenin,semopen,suspen,synapen,syncillin,synerpenin,synthecillin,synthecilline,synthepen,triospen,vamosyn,veetids,vepen"	1	"g"			"NA"
+"PHN"	6869	"Phenoxymethylpenicillin"	"Beta-lactams/penicillins"	"J01CE02,QJ01CE02"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"fepe,peni v,penicillin v,phepen,pnv,pv"	"apopen,calcipen,fenacilin,fenospen,meropenin,oracillin,oracilline,oratren,orocillin,ospen,phenocillin,phenomycilline,phenopenicillin,rocilin,stabicillin,vebecillin"	2	"g"			"NA"
 "PMR"	5284447	"Pimaricin"	"Antifungals/antimycotics"	"NA"			"natamycin"	"delvocid,delvolan,delvopos,mycophyt,myprozine,natacyn,natafucin,natajen,natamatrix,natamax,natamicina,natamycin,natamycine,natamycinum,pimafucin,pimaracin,pimaricine,pimarizin,synogil,tennecetin"					"NA"
-"PPA"	4831	"Pipemidic acid"	"Quinolones"	"J01MB04"	"Quinolone antibacterials"	"Other quinolones"	"pipz,pizu"	"deblaston,dolcol,filtrax,karunomazin,memento,nuril,palin,pipedac,pipemid,pipemidate,pipemidic,pipemidicacid,pipram,pipurin,tractur,uromidin,urosten,uroval"	0.8	"g"			"NA"
-"PIP"	43672	"Piperacillin"	"Beta-lactams/penicillins"	"J01CA12"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"pi,pip,pipc,pipe,pp"	"penmalin,pentcillin,peperacillin,peracin,piperacilina,piperacillina,piperacilline,piperacillinhydrate,piperacillinum,pipercillin,pipracil,tazocin"			14	"g"	"101490-1,101491-9,18969-6,18970-4,25268-4,3972-7,407-7,408-5,409-3,410-1,411-9,412-7,413-5,414-3,54197-9,54198-7,54199-5,55704-1,7043-3,7044-1"
-"PIS"		"Piperacillin/sulbactam"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"54197-9,54198-7,54199-5,55704-1"
-"TZP"	461573	"Piperacillin/tazobactam"	"Beta-lactams/penicillins"	"J01CR05"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"p/t,piptaz,piptazo,pit,pita,pt,ptc,ptz,tzp"	"piptazobactam,tazonam,zobactin,zosyn"			14	"g"	"101491-9,18970-4,411-9,412-7,413-5,414-3,7044-1"
+"PPA"	4831	"Pipemidic acid"	"Quinolones"	"J01MB04,QJ01MB04"	"Quinolone antibacterials"	"Other quinolones"	"pipaci,pipz,pizu"	"deblaston,dolcol,filtrax,karunomazin,memento,nuril,palin,pipedac,pipemid,pipemidate,pipemidic,pipemidicacid,pipram,pipurin,tractur,uromidin,urosten,uroval"	0.8	"g"			"NA"
+"PIP"	43672	"Piperacillin"	"Beta-lactams/penicillins"	"J01CA12,QJ01CA12"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"pi,pip,pipc,pipe,pipera,pp"	"penmalin,pentcillin,peperacillin,peracin,piperacilina,piperacillina,piperacilline,piperacillinhydrate,piperacillinum,pipercillin,pipracil,tazocin"			14	"g"	"101490-1,101491-9,18969-6,18970-4,25268-4,3972-7,407-7,408-5,409-3,410-1,411-9,412-7,413-5,414-3,54197-9,54198-7,54199-5,55704-1,7043-3,7044-1"
+"PIS"		"Piperacillin/sulbactam"	"Beta-lactams/penicillins"	"J01CR05,QJ01CR05"			"NA"	"NA"			14	"g"	"54197-9,54198-7,54199-5,55704-1"
+"TZP"	461573	"Piperacillin/tazobactam"	"Beta-lactams/penicillins"	"J01CR05,QJ01CR05"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"p/t,piptaz,piptazo,pit,pita,pt,ptc,ptz,tzp"	"piptazobactam,tazonam,zobactin,zosyn"			14	"g"	"101491-9,18970-4,411-9,412-7,413-5,414-3,7044-1"
 "PRC"	71978	"Piridicillin"	"Beta-lactams/penicillins"	"NA"			"NA"	"NA"					"NA"
-"PRL"	157385	"Pirlimycin"	"Macrolides/lincosamides"	"QJ51FF90"			"NA"	"pirlimycina,pirlimycine,pirlimycinum,pirsue"					"35829-1,35830-9,35831-7"
-"PIR"	4855	"Piromidic acid"	"Quinolones"	"J01MB03"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"bactramyl,enterol,gastrurol,panacid,pirodal,piromidate,reelon,septural,urisept,uropir,zaomeal"	2	"g"			"NA"
-"PVM"	33478	"Pivampicillin"	"Beta-lactams/penicillins"	"J01CA02"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"pivaloylampicillin,pivampicilina,pivampicilline,pivampicillinum"	1.05	"g"			"18971-2,415-0,416-8,417-6,418-4"
-"PME"	115163	"Pivmecillinam"	"Beta-lactams/penicillins"	"J01CA08"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"coactabs,melysin,pivamdinocillin,pivmecilinamo,pivmecillinamum,selexid"	0.6	"g"			"NA"
-"PLZ"	42613186	"Plazomicin"	"Aminoglycosides"	"J01GB14"			"NA"	"zemdri"					"73592-8,73614-0,73637-1,92024-9,94719-2"
-"PLB"	49800004	"Polymyxin B"	"Polymyxins"	"A07AA05,J01XB02,S01AA18,S02AA11,S03AA03"	"Other antibacterials"	"Polymyxins"	"pb,pol,polb,poly,poly b,polymixin,polymixin b"	"aerosporin"	3	"MU"	0.15	"g"	"17473-0,18972-0,25269-2,35832-5,419-2,420-0,421-8,422-6"
+"PRL"	157385	"Pirlimycin"	"Macrolides/lincosamides"	"QJ51FF90"			"pirlim"	"pirlimycina,pirlimycine,pirlimycinum,pirsue"					"35829-1,35830-9,35831-7"
+"PIR"	4855	"Piromidic acid"	"Quinolones"	"J01MB03,QJ01MB03"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"bactramyl,enterol,gastrurol,panacid,pirodal,piromidate,reelon,septural,urisept,uropir,zaomeal"	2	"g"			"NA"
+"PVM"	33478	"Pivampicillin"	"Beta-lactams/penicillins"	"J01CA02,QJ01CA02"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"pivaloylampicillin,pivampicilina,pivampicilline,pivampicillinum"	1.05	"g"			"18971-2,415-0,416-8,417-6,418-4"
+"PME"	115163	"Pivmecillinam"	"Beta-lactams/penicillins"	"J01CA08,QJ01CA08"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"pivmec"	"coactabs,melysin,pivamdinocillin,pivmecilinamo,pivmecillinamum,selexid"	0.6	"g"			"NA"
+"PLZ"	42613186	"Plazomicin"	"Aminoglycosides"	"J01GB14,QJ01GB14"			"NA"	"zemdri"					"73592-8,73614-0,73637-1,92024-9,94719-2"
+"PLB"	49800004	"Polymyxin B"	"Polymyxins"	"A07AA05,J01XB02,QA07AA05,QJ01XB02,QJ51XB02,QS01AA18,QS02AA11,QS03AA03,S01AA18,S02AA11,S03AA03"	"Other antibacterials"	"Polymyxins"	"pb,pol,polb,poly,poly b,polyb,polymixin,polymixin b"	"aerosporin"	3	"MU"	0.15	"g"	"17473-0,18972-0,25269-2,35832-5,419-2,420-0,421-8,422-6"
 "POP"		"Polymyxin B/polysorbate 80"	"Polymyxins"	"NA"			"NA"	"NA"					"NA"
-"POS"	468595	"Posaconazole"	"Antifungals/antimycotics"	"J02AC04"	"Antimycotics for systemic use"	"Triazole derivatives"	"posa"	"noxafil,schering,spriafil"	0.3	"g"	0.3	"g"	"53731-6,54186-2,54187-0,54188-8,54189-6,80545-7"
+"POS"	468595	"Posaconazole"	"Antifungals/antimycotics"	"J02AC04,QJ02AC04"	"Antimycotics for systemic use"	"Triazole derivatives"	"posa,posaco"	"noxafil,schering,spriafil"	0.3	"g"	0.3	"g"	"53731-6,54186-2,54187-0,54188-8,54189-6,80545-7"
 "PRA"	9802884	"Pradofloxacin"	"Fluoroquinolones"	"QJ01MA97"			"NA"	"pudofloxacin,veraflox"					"76148-6,87800-9"
-"PRX"	71455	"Premafloxacin"	"Fluoroquinolones"	"NA"			"NA"	"premafloxacine,premafloxacino"					"73591-0,73613-2,73636-3"
-"PMD"	456199	"Pretomanid"	"Antimycobacterials"	"J04AK08"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"NA"	0.2	"g"			"93850-6"
+"PRX"	71455	"Premafloxacin"	"Fluoroquinolones"	"NA"			"premaf"	"premafloxacine,premafloxacino"					"73591-0,73613-2,73636-3"
+"PMD"	456199	"Pretomanid"	"Antimycobacterials"	"J04AK08,QJ04AK08"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"NA"	0.2	"g"			"93850-6"
 "PRM"	6446787	"Primycin"	"Macrolides/lincosamides"	"NA"			"NA"	"chinopricin,debrycin,primicina,primycine"					"NA"
-"PRI"	11979535	"Pristinamycin"	"Macrolides/lincosamides"	"J01FG01"	"Macrolides, lincosamides and streptogramins"	"Streptogramins"	"pris"	"eskalin,micamicina,mikamycin,mikamycine,mikamycinum,ostreogricina,ostreogrycin,ostreogrycine,ostreogrycinum,pristinamicina,pristinamycine,pristinamycinum,pyostacine,stafac,stafytracine,stajac,staphylomycin,stapyocine,starfac,virgimycin,virgimycine,virginiamicina,virginiamycin,virginiamycina,virginiamycinum"	2	"g"			"32383-2,35833-3,35834-1,55709-0"
-"PRB"	5903	"Procaine benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE09"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"afsillin,aquacilina,aquacillin,aquasuspen,avloprocil,cilicaine,crysticillin,depocillin,despacilina,distaquaine,duphapen,duracillin,hostacillin,hydracillin,kabipenin,ledercillin,millicillin,mylipen,neoproc,nopcaine,parencillin,premocillin,procanodia,prostabillin,retardillin,sharcillin,vetspen,vitablend,wycillin"			0.6	"g"	"NA"
-"PRP"	92879	"Propicillin"	"Beta-lactams/penicillins"	"J01CE03"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"baycillin,propicilina,propicilline,propicillinum"	0.9	"g"			"NA"
+"PRI"	11979535	"Pristinamycin"	"Macrolides/lincosamides"	"J01FG01,QJ01FG01"	"Macrolides, lincosamides and streptogramins"	"Streptogramins"	"pris,pristi"	"eskalin,micamicina,mikamycin,mikamycine,mikamycinum,ostreogricina,ostreogrycin,ostreogrycine,ostreogrycinum,pristinamicina,pristinamycine,pristinamycinum,pyostacine,stafac,stafytracine,stajac,staphylomycin,stapyocine,starfac,virgimycin,virgimycine,virginiamicina,virginiamycin,virginiamycina,virginiamycinum"	2	"g"			"32383-2,35833-3,35834-1,55709-0"
+"PRB"	5903	"Procaine benzylpenicillin"	"Beta-lactams/penicillins"	"J01CE09,QJ01CE09,QJ51CE09"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"afsillin,aquacilina,aquacillin,aquasuspen,avloprocil,cilicaine,crysticillin,depocillin,despacilina,distaquaine,duphapen,duracillin,hostacillin,hydracillin,kabipenin,ledercillin,millicillin,mylipen,neoproc,nopcaine,parencillin,premocillin,procanodia,prostabillin,retardillin,sharcillin,vetspen,vitablend,wycillin"			0.6	"g"	"NA"
+"PRP"	92879	"Propicillin"	"Beta-lactams/penicillins"	"J01CE03,QJ01CE03"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase sensitive penicillins"	"NA"	"baycillin,propicilina,propicilline,propicillinum"	0.9	"g"			"NA"
 "PKA"	9872451	"Propikacin"	"Aminoglycosides"	"NA"			"NA"	"propikacina,propikacine,propikacinum"					"NA"
-"PTH"	666418	"Protionamide"	"Antimycobacterials"	"J04AD01"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"prot"	"ektebin,peteha,prothionamide,prothionamidum,protion,protionamid,protionamida,protionamidum,protionizina,tebeform,trevintix,tuberex"	0.75	"g"			"NA"
-"PRU"	65947	"Prulifloxacin"	"Fluoroquinolones"	"J01MA17"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"pruvel,quisnon,sword"	0.6	"g"			"100058-7,76145-2"
-"PZA"	1046	"Pyrazinamide"	"Antimycobacterials"	"J04AK01"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"pyra"	"aldinamid,aldinamide,eprazin,farmizina,isopas,novamid,pezetamid,piraldina,pirazimida,pirazinamid,pirazinamida,pirazinamide,pirazinecarboxamide,pyrafat,pyrazide,pyrazinamdie,pyrazinamidum,pyrazineamide,pyrizinamide,rifafour,rozide,tebrazid,tisamid,unipyranamide"	1.5	"g"			"11001-5,18973-8,20461-0,23632-3,25186-8,25229-6,25270-0,423-4,424-2,425-9,426-7,42935-7,55710-8,55711-6,56026-8,92242-7"
-"QDA"	11979418	"Quinupristin/dalfopristin"	"Macrolides/lincosamides"	"QJ01FG02"	"Macrolides, lincosamides and streptogramins"	"Streptogramins"	"q/d,qda,qida,quda,rp,syn"	"synercid"					"23640-6,23641-4,33334-4,35835-8,58712-1"
+"PTH"	666418	"Protionamide"	"Antimycobacterials"	"J04AD01,QJ04AD01"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"prot"	"ektebin,peteha,prothionamide,prothionamidum,protion,protionamid,protionamida,protionamidum,protionizina,tebeform,trevintix,tuberex"	0.75	"g"			"NA"
+"PRU"	65947	"Prulifloxacin"	"Fluoroquinolones"	"J01MA17,QJ01MA17"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"pruvel,quisnon,sword"	0.6	"g"			"100058-7,76145-2"
+"PZA"	1046	"Pyrazinamide"	"Antimycobacterials"	"J04AK01,QJ04AK01"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"pyra"	"aldinamid,aldinamide,eprazin,farmizina,isopas,novamid,pezetamid,piraldina,pirazimida,pirazinamid,pirazinamida,pirazinamide,pirazinecarboxamide,pyrafat,pyrazide,pyrazinamdie,pyrazinamidum,pyrazineamide,pyrizinamide,rifafour,rozide,tebrazid,tisamid,unipyranamide"	1.5	"g"			"11001-5,18973-8,20461-0,23632-3,25186-8,25229-6,25270-0,423-4,424-2,425-9,426-7,42935-7,55710-8,55711-6,56026-8,92242-7"
+"QDA"	11979418	"Quinupristin/dalfopristin"	"Macrolides/lincosamides"	"QJ01FG02"	"Macrolides, lincosamides and streptogramins"	"Streptogramins"	"q/d,qda,qida,quda,rp,syn,synerc"	"synercid"					"23640-6,23641-4,33334-4,35835-8,58712-1"
 "RAC"	56052	"Ractopamine"	"Other antibacterials"	"NA"			"NA"	"bufenina,bufenine,buphenin,buphenine,bupheninum,luteonin,nilidrine,nylidrinum,optaflexx,paylean,prepar,ractopamina,ractopaminum,ritodrina,ritodrine,ritodrinium,tomax,utopar,yutopar"					"NA"
-"RAM"	16132338	"Ramoplanin"	"Glycopeptides"	"NA"			"NA"	"NA"					"41710-5,41711-3,41712-1,41737-8"
-"RZM"	10993211	"Razupenem"	"Carbapenems"	"NA"			"NA"	"NA"					"73590-2,73612-4,73635-5"
-"RTP"	6918462	"Retapamulin"	"Other antibacterials"	"D06AX13"	"Antibiotics for topical use"	"Other antibiotics for topical use"	"ret"	"altabax,altargo,rebapamulin,retapamulina"					"NA"
+"RAM"	16132338	"Ramoplanin"	"Glycopeptides"	"NA"			"ramopl"	"NA"					"41710-5,41711-3,41712-1,41737-8"
+"RZM"	10993211	"Razupenem"	"Carbapenems"	"NA"			"razupe"	"NA"					"73590-2,73612-4,73635-5"
+"RTP"	6918462	"Retapamulin"	"Other antibacterials"	"D06AX13,QD06AX13"	"Antibiotics for topical use"	"Other antibiotics for topical use"	"ret"	"altabax,altargo,rebapamulin,retapamulina"					"NA"
 "RZF"		"Rezafungin"	"Antifungals"	"NA"			"NA"	"NA"					"NA"
-"RBC"	44631912	"Ribociclib"	"Antifungals/antimycotics"	"L01EF02"	"Antimycotics for systemic use"	"Triazole derivatives"	"ribo"	"kisqali"	0.45	"g"			"NA"
-"RST"	33042	"Ribostamycin"	"Aminoglycosides"	"J01GB10"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"NA"	"exaluren,hetangmycin,ribastamin,ribostamicina,ribostamycine,ribostamycinum,vistamycin,xylostatin"			1	"g"	"NA"
+"RBC"	44631912	"Ribociclib"	"Antifungals/antimycotics"	"L01EF02,QL01EF02"	"Antimycotics for systemic use"	"Triazole derivatives"	"ribo"	"kisqali"	0.45	"g"			"NA"
+"RST"	33042	"Ribostamycin"	"Aminoglycosides"	"J01GB10,QJ01GB10"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"NA"	"exaluren,hetangmycin,ribastamin,ribostamicina,ribostamycine,ribostamycinum,vistamycin,xylostatin"			1	"g"	"NA"
 "RID1"	16659285	"Ridinilazole"	"Other antibacterials"	"NA"			"NA"	"ridinilazol"					"NA"
-"RIB"	135398743	"Rifabutin"	"Antimycobacterials"	"J04AB04"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifb"	"alfacid,ansamicin,ansamycins,ansatipin,ansatipine,assatipin,mycobutin,rifabutinum"	0.15	"g"			"100699-8,16100-0,16386-5,16387-3,19149-4,20386-9,23630-7,24032-5,25199-1,25200-7,25201-5,42655-1,42656-9,54183-9,96113-6"
-"RIF"	135398735	"Rifampicin"	"Antimycobacterials"	"J04AB02"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifa"	"abrifam,archidyn,arficin,arzide,benemicin,doloresum,eremfat,famcin,fenampicin,rifadin,rifadine,rifagen,rifaldazin,rifaldazine,rifaldin,rifam,rifamor,rifampicina,rifampicine,rifampicinum,rifampin,rifamsolin,rifapiam,rifaprodin,rifcin,rifinah,rifobac,rifoldin,rifoldine,riforal,rimactan,rimactane,rimactazid,rimactizid,rimazid,sinerdol,tubocin"	0.6	"g"	0.6	"g"	"NA"
-"REI"	135483893	"Rifampicin/ethambutol/isoniazid"	"Antimycobacterials"	"J04AM07"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"isonarif,rifamate,rifamazid"					"NA"
-"RFI"		"Rifampicin/isoniazid"	"Antimycobacterials"	"J04AM02"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"RPEI"		"Rifampicin/pyrazinamide/ethambutol/isoniazid"	"Antimycobacterials"	"J04AM06"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"RPI"		"Rifampicin/pyrazinamide/isoniazid"	"Antimycobacterials"	"J04AM05"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"RFM"	6324616	"Rifamycin"	"Antimycobacterials"	"A07AA13,D06AX15,J04AB03,S01AA16,S02AA12"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"NA"	"aemcolo,nacimycin,nancimycin,otofa,rifamastene,rifamicina,rifamycine,rifamycinum,rifocin,rifocyn,tuborin"	0.8	"g"	0.6	"g"	"NA"
-"RFP"	135403821	"Rifapentine"	"Antimycobacterials"	"J04AB05"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifp,rpt"	"prifitin,priftin,rifapentin,rifapentina,rifapentinum"	0.11	"g"			"100059-5,76627-9"
-"RFX"	6436173	"Rifaximin"	"Other antibacterials"	"A07AA11,D06AX11"	"Intestinal antiinfectives"	"Antibiotics"	"NA"	"fatroximin,flonorm,lormyx,lumenax,normix,rifacol,rifamixin,rifaxidin,rifaximina,rifaximine,rifaximinum,rifaxin,ritacol,spiraxin,xifaxan,xifaxsan"	0.6	"g"			"73589-4,73611-6,73634-8"
+"RIB"	135398743	"Rifabutin"	"Antimycobacterials"	"J04AB04,QJ04AB04"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"ansamy,rifb"	"alfacid,ansamicin,ansamycins,ansatipin,ansatipine,assatipin,mycobutin,rifabutinum"	0.15	"g"			"100699-8,16100-0,16386-5,16387-3,19149-4,20386-9,23630-7,24032-5,25199-1,25200-7,25201-5,42655-1,42656-9,54183-9,96113-6"
+"RIF"	135398735	"Rifampicin"	"Antimycobacterials"	"J04AB02,QJ04AB02,QJ54AB02"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifa,rifamp"	"abrifam,archidyn,arficin,arzide,benemicin,doloresum,eremfat,famcin,fenampicin,rifadin,rifadine,rifagen,rifaldazin,rifaldazine,rifaldin,rifam,rifamor,rifampicina,rifampicine,rifampicinum,rifampin,rifamsolin,rifapiam,rifaprodin,rifcin,rifinah,rifobac,rifoldin,rifoldine,riforal,rimactan,rimactane,rimactazid,rimactizid,rimazid,sinerdol,tubocin"	0.6	"g"	0.6	"g"	"NA"
+"REI"	135483893	"Rifampicin/ethambutol/isoniazid"	"Antimycobacterials"	"J04AM07,QJ04AM07"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"isonarif,rifamate,rifamazid"					"NA"
+"RFI"		"Rifampicin/isoniazid"	"Antimycobacterials"	"J04AM02,QJ04AM02"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"RPEI"		"Rifampicin/pyrazinamide/ethambutol/isoniazid"	"Antimycobacterials"	"J04AM06,QJ04AM06"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"RPI"		"Rifampicin/pyrazinamide/isoniazid"	"Antimycobacterials"	"J04AM05,QJ04AM05"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"RFM"	6324616	"Rifamycin"	"Antimycobacterials"	"A07AA13,D06AX15,J04AB03,QA07AA13,QD06AX15,QJ04AB03,QJ54AB03,QS01AA16,QS02AA12,S01AA16,S02AA12"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifmyc"	"aemcolo,nacimycin,nancimycin,otofa,rifamastene,rifamicina,rifamycine,rifamycinum,rifocin,rifocyn,tuborin"	0.8	"g"	0.6	"g"	"NA"
+"RFP"	135403821	"Rifapentine"	"Antimycobacterials"	"J04AB05,QJ04AB05"	"Drugs for treatment of tuberculosis"	"Antibiotics"	"rifp,rpt"	"prifitin,priftin,rifapentin,rifapentina,rifapentinum"	0.11	"g"			"100059-5,76627-9"
+"RFX"	6436173	"Rifaximin"	"Other antibacterials"	"A07AA11,D06AX11,QA07AA11,QD06AX11,QG51AA06,QJ51XX01"	"Intestinal antiinfectives"	"Antibiotics"	"NA"	"fatroximin,flonorm,lormyx,lumenax,normix,rifacol,rifamixin,rifaxidin,rifaximina,rifaximine,rifaximinum,rifaxin,ritacol,spiraxin,xifaxan,xifaxsan"	0.6	"g"			"73589-4,73611-6,73634-8"
 "RIT"	65633	"Ritipenem"	"Carbapenems"	"NA"			"NA"	"ritipenemsalt"					"NA"
 "RIA"	163692	"Ritipenem acoxil"	"Carbapenems"	"NA"			"NA"	"penemac"					"NA"
-"ROK"	5282211	"Rokitamycin"	"Macrolides/lincosamides"	"J01FA12"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"propionylleucomycin,ricamycin,rokicid,rokital,rokitamicina,rokitamycine,rokitamycinum"	0.8	"g"			"NA"
-"RLT"	54682938	"Rolitetracycline"	"Tetracyclines"	"J01AA09"	"Tetracyclines"	"Tetracyclines"	"NA"	"bristacin,colbiocin,kinteto,reverin,revrin,rolitetraciclina,rolitetracyclinum,solvocillin,superciclin,synotodecin,synterin,syntetrex,syntetrin,tetraverin,transcycline,velacicline,velacycline"			0.35	"g"	"18976-1,435-8,436-6,437-4,438-2"
-"ROS"	287180	"Rosoxacin"	"Quinolones"	"J01MB01"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"acrosoxacin,eracine,eradacil,eradacin,eradicin,rosoxacine,rosoxacino,rosoxacinum,roxadyl,winoxacin,winuron"	0.3	"g"			"18977-9,439-0,440-8,441-6,442-4,55713-2"
-"RXT"		"Roxithromycin"	"Macrolides/lincosamides"	"J01FA06"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"roxi"	"NA"	0.3	"g"			"18978-7,443-2,444-0,445-7,446-5,7046-6"
-"RFL"	58258	"Rufloxacin"	"Fluoroquinolones"	"J01MA10"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"monos,rufloxacine,rufloxacino,rufloxacinum,tebraxin,uroflox"	0.2	"g"			"NA"
-"SAL"	3085092	"Salinomycin"	"Other antibacterials"	"QP51BB01"			"NA"	"coxistac,procoxacin,salinomicina,salinomycine,salinomycinum"					"35836-6,35837-4,35838-2,87593-0"
-"SAR"	56208	"Sarafloxacin"	"Fluoroquinolones"	"QJ01MA98"			"NA"	"difloxacino,difloxacinum,difloxcine,sarafin,saraflox,sarafloxacine,sarafloxacino,sarafloxacinum"					"73588-6,73610-8,73633-0"
-"SRC"	54681908	"Sarecycline"	"Tetracyclines"	"J01AA14"	"Tetracyclines"	"Tetracyclines"	"NA"	"sareciclina,seysara"	0.1	"g"			"NA"
+"ROK"	5282211	"Rokitamycin"	"Macrolides/lincosamides"	"J01FA12,QJ01FA12"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"rokita"	"propionylleucomycin,ricamycin,rokicid,rokital,rokitamicina,rokitamycine,rokitamycinum"	0.8	"g"			"NA"
+"RLT"	54682938	"Rolitetracycline"	"Tetracyclines"	"J01AA09,QJ01AA09"	"Tetracyclines"	"Tetracyclines"	"NA"	"bristacin,colbiocin,kinteto,reverin,revrin,rolitetraciclina,rolitetracyclinum,solvocillin,superciclin,synotodecin,synterin,syntetrex,syntetrin,tetraverin,transcycline,velacicline,velacycline"			0.35	"g"	"18976-1,435-8,436-6,437-4,438-2"
+"ROS"	287180	"Rosoxacin"	"Quinolones"	"J01MB01,QJ01MB01"	"Quinolone antibacterials"	"Other quinolones"	"NA"	"acrosoxacin,eracine,eradacil,eradacin,eradicin,rosoxacine,rosoxacino,rosoxacinum,roxadyl,winoxacin,winuron"	0.3	"g"			"18977-9,439-0,440-8,441-6,442-4,55713-2"
+"RXT"		"Roxithromycin"	"Macrolides/lincosamides"	"J01FA06,QJ01FA06"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"roxi,roxith"	"NA"	0.3	"g"			"18978-7,443-2,444-0,445-7,446-5,7046-6"
+"RFL"	58258	"Rufloxacin"	"Fluoroquinolones"	"J01MA10,QJ01MA10"	"Quinolone antibacterials"	"Fluoroquinolones"	"NA"	"monos,rufloxacine,rufloxacino,rufloxacinum,tebraxin,uroflox"	0.2	"g"			"NA"
+"SAL"	3085092	"Salinomycin"	"Other antibacterials"	"QP51BB01"			"salino"	"coxistac,procoxacin,salinomicina,salinomycine,salinomycinum"					"35836-6,35837-4,35838-2,87593-0"
+"SAR"	56208	"Sarafloxacin"	"Fluoroquinolones"	"QJ01MA98"			"sarafl"	"difloxacino,difloxacinum,difloxcine,sarafin,saraflox,sarafloxacine,sarafloxacino,sarafloxacinum"					"73588-6,73610-8,73633-0"
+"SRC"	54681908	"Sarecycline"	"Tetracyclines"	"J01AA14,QJ01AA14"	"Tetracyclines"	"Tetracyclines"	"NA"	"sareciclina,seysara"	0.1	"g"			"NA"
 "SRX"	9933415	"Sarmoxicillin"	"Beta-lactams/penicillins"	"NA"			"NA"	"sarmoxillina,sarmoxilline,sarmoxillinum"					"NA"
 "SEC"	71815	"Secnidazole"	"Other antibacterials"	"P01AB07"			"NA"	"flagentyl,secnidal,secnidazolum,secnil,sindose,solosec"	2	"g"			"NA"
-"SMF"		"Simvastatin/fenofibrate"	"Antimycobacterials"	"C10BA04"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"simv"	"NA"					"NA"
-"SIS"	36119	"Sisomicin"	"Aminoglycosides"	"J01GB08"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"siso"	"rickamicin,salvamina,sisomicina,sisomicine,sisomicinum,sisomin,sisomycin,sissomicin,sizomycin"			0.24	"g"	"18979-5,447-3,448-1,449-9,450-7,55714-0"
-"SIT"	461399	"Sitafloxacin"	"Fluoroquinolones"	"J01MA21"			"NA"	"gracevit"	0.1	"g"			"NA"
-"SDA"	2724368	"Sodium aminosalicylate"	"Antimycobacterials"	"J04AA02"	"Drugs for treatment of tuberculosis"	"Aminosalicylic acid and derivatives"	"NA"	"bactylan,lepasen,monopas,tubersan"	14	"g"	14	"g"	"NA"
-"SOL"	25242512	"Solithromycin"	"Macrolides/lincosamides"	"J01FA16"			"NA"	"solithera"					"73587-8,73609-0,73632-2"
-"SPX"	60464	"Sparfloxacin"	"Fluoroquinolones"	"J01MA09"	"Quinolone antibacterials"	"Fluoroquinolones"	"spa,spar"	"esparfloxacino,parox,spara,sparfloxacine,sparfloxacinum,zagam"	0.2	"g"			"20397-6,23610-9,23628-1,35839-0,7047-4"
-"SPT"	15541	"Spectinomycin"	"Other antibacterials"	"J01XX04"	"Other antibacterials"	"Other antibacterials"	"sc,spe,spec,spt"	"actinospectacina,adspec,espectinomicina,prospec,spectam,spectinomicina,spectinomycine,spectinomycinhydrate,spectinomycinum,spectogard,stanilo,togamycin,trobicin"			3	"g"	"18980-3,35840-8,451-5,452-3,453-1,454-9"
-"SPI"	6419898	"Spiramycin"	"Macrolides/lincosamides"	"J01FA02"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"spir"	"formacidine"	3	"g"			"18981-1,455-6,456-4,457-2,458-0,55715-7"
-"SPM"		"Spiramycin/metronidazole"	"Other antibacterials"	"J01RA04"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
-"STR"		"Streptoduocin"	"Aminoglycosides"	"J01GA02"	"Aminoglycoside antibacterials"	"Streptomycins"	"NA"	"NA"			1	"g"	"NA"
-"STR1"	19649	"Streptomycin"	"Aminoglycosides"	"A07AA04,J01GA01"	"Aminoglycoside antibacterials"	"Streptomycins"	"s,stm,str,stre"	"agrept,agrimycin,chemform,estreptomicina,gerox,neodiestreptopab,strepcen,streptomicina,streptomycine,streptomycinum,streptomyzin"			1	"g"	"18982-9,18983-7,20462-8,23626-5,25185-0,25205-6,25206-4,35841-6,4039-4,42658-5,42659-3,459-8,460-6,461-4,462-2,46719-1,48177-0,6933-6,7048-2,7049-0,96114-4"
+"SMF"		"Simvastatin/fenofibrate"	"Antimycobacterials"	"C10BA04,QC10BA04"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"simv"	"NA"					"NA"
+"SIS"	36119	"Sisomicin"	"Aminoglycosides"	"J01GB08,QJ01GB08"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"siso,sisomy"	"rickamicin,salvamina,sisomicina,sisomicine,sisomicinum,sisomin,sisomycin,sissomicin,sizomycin"			0.24	"g"	"18979-5,447-3,448-1,449-9,450-7,55714-0"
+"SIT"	461399	"Sitafloxacin"	"Fluoroquinolones"	"J01MA21,QJ01MA21"			"sitafl"	"gracevit"	0.1	"g"			"NA"
+"SDA"	2724368	"Sodium aminosalicylate"	"Antimycobacterials"	"J04AA02,QJ04AA02"	"Drugs for treatment of tuberculosis"	"Aminosalicylic acid and derivatives"	"NA"	"bactylan,lepasen,monopas,tubersan"	14	"g"	14	"g"	"NA"
+"SOL"	25242512	"Solithromycin"	"Macrolides/lincosamides"	"J01FA16,QJ01FA16"			"NA"	"solithera"					"73587-8,73609-0,73632-2"
+"SPX"	60464	"Sparfloxacin"	"Fluoroquinolones"	"J01MA09,QJ01MA09"	"Quinolone antibacterials"	"Fluoroquinolones"	"spa,spar,sparfl"	"esparfloxacino,parox,spara,sparfloxacine,sparfloxacinum,zagam"	0.2	"g"			"20397-6,23610-9,23628-1,35839-0,7047-4"
+"SPT"	15541	"Spectinomycin"	"Other antibacterials"	"J01XX04,QJ01XX04"	"Other antibacterials"	"Other antibacterials"	"sc,spe,spec,spect,spt"	"actinospectacina,adspec,espectinomicina,prospec,spectam,spectinomicina,spectinomycine,spectinomycinhydrate,spectinomycinum,spectogard,stanilo,togamycin,trobicin"			3	"g"	"18980-3,35840-8,451-5,452-3,453-1,454-9"
+"SPI"	6419898	"Spiramycin"	"Macrolides/lincosamides"	"J01FA02,QJ01FA02,QJ51FA02"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"sipram,spir,spiram"	"formacidine"	3	"g"			"18981-1,455-6,456-4,457-2,458-0,55715-7"
+"SPM"		"Spiramycin/metronidazole"	"Other antibacterials"	"J01RA04,QJ01RA04"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"STR"		"Streptoduocin"	"Aminoglycosides"	"J01GA02,QJ01GA02"	"Aminoglycoside antibacterials"	"Streptomycins"	"NA"	"NA"			1	"g"	"NA"
+"STR1"	19649	"Streptomycin"	"Aminoglycosides"	"A07AA04,J01GA01,QA07AA04,QJ01GA01"	"Aminoglycoside antibacterials"	"Streptomycins"	"s,st1000,st2000,stm,str,stre,strept"	"agrept,agrimycin,chemform,estreptomicina,gerox,neodiestreptopab,strepcen,streptomicina,streptomycine,streptomycinum,streptomyzin"			1	"g"	"18982-9,18983-7,20462-8,23626-5,25185-0,25205-6,25206-4,35841-6,4039-4,42658-5,42659-3,459-8,460-6,461-4,462-2,46719-1,48177-0,6933-6,7048-2,7049-0,96114-4"
 "STH"		"Streptomycin-high"	"Aminoglycosides"	"NA"			"sthi,sthl,strepto high,streptomycin high"	"NA"					"18983-7,35841-6,6933-6,7049-0"
-"STI"		"Streptomycin/isoniazid"	"Antimycobacterials"	"J04AM01"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"SUL"	130313	"Sulbactam"	"Beta-lactams/penicillins"	"J01CG01"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase inhibitors"	"NA"	"betamaze,sulbactamum"			1	"g"	"41716-2,41717-0,41718-8,41739-4"
-"SBC"	20055036	"Sulbenicillin"	"Beta-lactams/penicillins"	"J01CA16"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"kedacillin,kedacillina,sulbenicilina,sulbenicilline,sulbenicillinum,sulpelin"			15	"g"	"NA"
-"SUC"	5318	"Sulconazole"	"Antifungals/antimycotics"	"D01AC09"			"NA"	"sulconazol,sulconazolum"					"NA"
-"SUP"	6634	"Sulfachlorpyridazine"	"Other antibacterials"	"QJ01EQ12"			"NA"	"cluricol,cosulid,cosumix,durasulf,nefrosul,nsulfanilamide,prinzone,solfaclorpiridazina,sonilyn,sulfacloropiridazina,sulfaclorpiridazina,vetisulid"					"NA"
-"SDI"	5215	"Sulfadiazine"	"Trimethoprims"	"J01EC02"	"Sulfonamides and trimethoprim"	"Intermediate-acting sulfonamides"	"NA"	"codiazine,cremodiazine,cremotres,debenal,deltazina,dermazin,dermazine,diazolone,diazovit,eskadiazine,flamazine,geben,liquadiazine,microsulfon,neazine,neotrizine,palatrize,piridisir,pirimal,pyrimal,quadetts,quadramoid,sanodiazine,silbertone,sildaflo,silvadene,silvazine,silver,silveramide,sliverex,solfadiazina,spofadrizine,sterazine,sulfacombin,sulfadiazene,sulfadiazin,sulfadiazina,sulfadiazinum,sulfapirimidin,sulfapyrimidin,sulfapyrimidine,sulfatryl,sulfazine,sulfolex,sulfonsol,sulfose,sulphadiazine,terfonyl,theradiazine,thermazene,trifonamide,trisem,truozine"	0.6	"g"			"18984-5,27216-1,463-0,464-8,465-5,466-3,59742-7,6907-0,7050-8"
+"STI"		"Streptomycin/isoniazid"	"Antimycobacterials"	"J04AM01,QJ04AM01"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"SUL"	130313	"Sulbactam"	"Beta-lactams/penicillins"	"J01CG01,QJ01CG01"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase inhibitors"	"sulbac"	"betamaze,sulbactamum"			1	"g"	"41716-2,41717-0,41718-8,41739-4"
+"SBC"	20055036	"Sulbenicillin"	"Beta-lactams/penicillins"	"J01CA16,QJ01CA16"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"sulben"	"kedacillin,kedacillina,sulbenicilina,sulbenicilline,sulbenicillinum,sulpelin"			15	"g"	"NA"
+"SUC"	5318	"Sulconazole"	"Antifungals/antimycotics"	"D01AC09,QD01AC09"			"NA"	"sulconazol,sulconazolum"					"NA"
+"SUP"	6634	"Sulfachlorpyridazine"	"Other antibacterials"	"QJ01EQ12"			"sulchl"	"cluricol,cosulid,cosumix,durasulf,nefrosul,nsulfanilamide,prinzone,solfaclorpiridazina,sonilyn,sulfacloropiridazina,sulfaclorpiridazina,vetisulid"					"NA"
+"SDI"	5215	"Sulfadiazine"	"Trimethoprims"	"J01EC02,QJ01EQ10"	"Sulfonamides and trimethoprim"	"Intermediate-acting sulfonamides"	"suldia"	"codiazine,cremodiazine,cremotres,debenal,deltazina,dermazin,dermazine,diazolone,diazovit,eskadiazine,flamazine,geben,liquadiazine,microsulfon,neazine,neotrizine,palatrize,piridisir,pirimal,pyrimal,quadetts,quadramoid,sanodiazine,silbertone,sildaflo,silvadene,silvazine,silver,silveramide,sliverex,solfadiazina,spofadrizine,sterazine,sulfacombin,sulfadiazene,sulfadiazin,sulfadiazina,sulfadiazinum,sulfapirimidin,sulfapyrimidin,sulfapyrimidine,sulfatryl,sulfazine,sulfolex,sulfonsol,sulfose,sulphadiazine,terfonyl,theradiazine,thermazene,trifonamide,trisem,truozine"	0.6	"g"			"18984-5,27216-1,463-0,464-8,465-5,466-3,59742-7,6907-0,7050-8"
 "SLT"	122284	"Sulfadiazine/tetroxoprim"	"Trimethoprims"	"J01EE06"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"berlocombin,cotetroxazine,potesept,trimerazine"					"NA"
-"SLT1"	64932	"Sulfadiazine/trimethoprim"	"Trimethoprims"	"J01EE02"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"antastmon,astra,ditrim,ditrivet,sultrisan,triglobe,trimin,tucoprim,uniprim"					"NA"
-"SUD"	5323	"Sulfadimethoxine"	"Trimethoprims"	"J01ED01"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"abcid,agribon,albon,arnosulfan,bactotril,bactrovet,deposul,diasulfa,diasulfyl,dimetazina,dinosol,dorisul,fuxal,lasibon,madribon,madrigid,madriqid,madroxin,madroxine,maxulvet,mecozine,memcozine,metoxidon,neostrepal,neostreptal,nsulfanilamidesalt,omnibon,persulfen,radonin,redifal,rofenaid,roscosulf,scandisil,solfadimetossina,sudine,suldixine,sulfabon,sulfadimethoxin,sulfadimethoxinesalt,sulfadimethoxinum,sulfadimetossina,sulfadimetoxin,sulfadimetoxina,sulfadimetoxine,sulfadimoxine,sulfastop,sulfoplan,sulforal,sulphadimethoxine,sulxin,sumbio,symbio,theracanzan,ultrasulfon"	0.5	"g"			"87799-3,87803-3"
-"SDM"	5327	"Sulfadimidine"	"Trimethoprims"	"J01EB03"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"azolmetazin,bovibol,calfspan,cremomethazine,diazil,diazilsulfadine,diazyl,dimezathine,intradine,kelametazine,mermeth,neasina,neazina,panazin,pirmazin,primazin,solfadimidina,spanbolet,sulfadimerazine,sulfadimesin,sulfadimesine,sulfadimethyldiazine,sulfadimezin,sulfadimezine,sulfadimezinum,sulfadimidin,sulfadimidina,sulfadimidinum,sulfadimidinun,sulfadine,sulfametazina,sulfametazyny,sulfamethiazine,sulfamezathine,sulfamidine,sulfodimesin,sulfodimezine,sulmet,sulphadimidine,sulphamethasine,sulphamethazine,sulphamezathine,sulphamidine,sulphodimezine,superseptil,superseptyl,vertolan,vesadin"	4	"g"			"NA"
-"SLT2"		"Sulfadimidine/trimethoprim"	"Trimethoprims"	"J01EE05"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"NA"					"NA"
-"SLF"	5344	"Sulfafurazole"	"Trimethoprims"	"J01EB05,S01AB02"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"sfsz"	"accuzole,alphazole,amidoxal,astrazolo,azosulfizin,bactesulf,barazae,chemouag,cosoxazole,dorsulfan,entusil,entusul,ganda,gantrisin,gantrisine,gantrisona,gantrizin,gantrosan,isoxamin,neazolin,neoxazol,novazolo,novosaxazole,nsulphanilamide,pancid,pediazole,renosulfan,resoxol,roxosul,roxoxol,saxosozine,sodizole,solfafurazolo,sosol,soxamide,soxisol,soxitabs,soxomide,stansin,sulbio,sulfafurazol,sulfafurazolum,sulfagan,sulfagen,sulfaisoxazole,sulfalar,sulfapolar,sulfasol,sulfasoxazole,sulfasoxizole,sulfazin,sulfisin,sulfisonazole,sulfisoxasole,sulfisoxazol,sulfisoxazolum,sulfizin,sulfizol,sulfizole,sulfofurazole,sulfoxol,suloxsol,sulphafuraz,sulphafurazol,sulphafurazole,sulphafurazolum,sulphaisoxazole,sulphisoxazol,sulphisoxazole,sulphofurazole,sulsoxin,thiasin,unisulf,urisoxin,uritrisin,urogan"	4	"g"	4	"g"	"NA"
+"SLT1"	64932	"Sulfadiazine/trimethoprim"	"Trimethoprims"	"J01EE02,QJ01EW10,QJ51RE01"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"antastmon,astra,ditrim,ditrivet,sultrisan,triglobe,trimin,tucoprim,uniprim"					"NA"
+"SUD"	5323	"Sulfadimethoxine"	"Trimethoprims"	"J01ED01,QJ01EQ09,QP51BA01"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"sdimet"	"abcid,agribon,albon,arnosulfan,bactotril,bactrovet,deposul,diasulfa,diasulfyl,dimetazina,dinosol,dorisul,fuxal,lasibon,madribon,madrigid,madriqid,madroxin,madroxine,maxulvet,mecozine,memcozine,metoxidon,neostrepal,neostreptal,nsulfanilamidesalt,omnibon,persulfen,radonin,redifal,rofenaid,roscosulf,scandisil,solfadimetossina,sudine,suldixine,sulfabon,sulfadimethoxin,sulfadimethoxinesalt,sulfadimethoxinum,sulfadimetossina,sulfadimetoxin,sulfadimetoxina,sulfadimetoxine,sulfadimoxine,sulfastop,sulfoplan,sulforal,sulphadimethoxine,sulxin,sumbio,symbio,theracanzan,ultrasulfon"	0.5	"g"			"87799-3,87803-3"
+"SDM"	5327	"Sulfadimidine"	"Trimethoprims"	"J01EB03,QJ01EQ03,QP51AG01"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"suldim"	"azolmetazin,bovibol,calfspan,cremomethazine,diazil,diazilsulfadine,diazyl,dimezathine,intradine,kelametazine,mermeth,neasina,neazina,panazin,pirmazin,primazin,solfadimidina,spanbolet,sulfadimerazine,sulfadimesin,sulfadimesine,sulfadimethyldiazine,sulfadimezin,sulfadimezine,sulfadimezinum,sulfadimidin,sulfadimidina,sulfadimidinum,sulfadimidinun,sulfadine,sulfametazina,sulfametazyny,sulfamethiazine,sulfamezathine,sulfamidine,sulfodimesin,sulfodimezine,sulmet,sulphadimidine,sulphamethasine,sulphamethazine,sulphamezathine,sulphamidine,sulphodimezine,superseptil,superseptyl,vertolan,vesadin"	4	"g"			"NA"
+"SLT2"		"Sulfadimidine/trimethoprim"	"Trimethoprims"	"J01EE05,QJ01EW03"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"NA"					"NA"
+"SLF"	5344	"Sulfafurazole"	"Trimethoprims"	"J01EB05,QJ01EQ05,QS01AB02,S01AB02"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"sfsz"	"accuzole,alphazole,amidoxal,astrazolo,azosulfizin,bactesulf,barazae,chemouag,cosoxazole,dorsulfan,entusil,entusul,ganda,gantrisin,gantrisine,gantrisona,gantrizin,gantrosan,isoxamin,neazolin,neoxazol,novazolo,novosaxazole,nsulphanilamide,pancid,pediazole,renosulfan,resoxol,roxosul,roxoxol,saxosozine,sodizole,solfafurazolo,sosol,soxamide,soxisol,soxitabs,soxomide,stansin,sulbio,sulfafurazol,sulfafurazolum,sulfagan,sulfagen,sulfaisoxazole,sulfalar,sulfapolar,sulfasol,sulfasoxazole,sulfasoxizole,sulfazin,sulfisin,sulfisonazole,sulfisoxasole,sulfisoxazol,sulfisoxazolum,sulfizin,sulfizol,sulfizole,sulfofurazole,sulfoxol,suloxsol,sulphafuraz,sulphafurazol,sulphafurazole,sulphafurazolum,sulphaisoxazole,sulphisoxazol,sulphisoxazole,sulphofurazole,sulsoxin,thiasin,unisulf,urisoxin,uritrisin,urogan"	4	"g"	4	"g"	"NA"
 "SLF1"	5343	"Sulfaisodimidine"	"Trimethoprims"	"J01EB01"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"aristamid,aristamide,aristogyn,domain,domian,elcosin,elcosine,elkosil,elkosin,elkosine,erycon,isosulf,mefenal,solfisomidina,sulfadimetine,sulfaisodimerazine,sulfaisodimidinum,sulfaisomidine,sulfasomidine,sulfisomidin,sulfisomidina,sulfisomidine,sulfisomidinum,sulphasomidine"	4	"g"	4	"g"	"NA"
-"SLF2"	9047	"Sulfalene"	"Trimethoprims"	"J01ED02"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"dalysep,farmitalia,kelfizin,kelfizina,kelfizine,policydal,solfametopirazina,sulfalen,sulfaleno,sulfalenum,sulfamethopyrazine,sulfamethoxypyrazine,sulfametopyrazine,sulfametoxypyridazin,sulphalene,sulphametopyrazine,vetkelfizina"	0.1	"g"			"NA"
+"SLF2"	9047	"Sulfalene"	"Trimethoprims"	"J01ED02,QJ01EQ19"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"dalysep,farmitalia,kelfizin,kelfizina,kelfizine,policydal,solfametopirazina,sulfalen,sulfaleno,sulfalenum,sulfamethopyrazine,sulfamethoxypyrazine,sulfametopyrazine,sulfametoxypyridazin,sulphalene,sulphametopyrazine,vetkelfizina"	0.1	"g"			"NA"
 "SZO"	187764	"Sulfamazone"	"Trimethoprims"	"J01ED09"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"sulfamazona,sulfamazonum,sulfenazone"	1.5	"g"			"NA"
-"SLF3"	5325	"Sulfamerazine"	"Trimethoprims"	"D06BA06,J01ED07"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"cremomerazine,kelamerazine,mebacid,mesulfa,methylpyrimal,methylsulfazin,methylsulfazine,metilsulfadiazin,metilsulfazin,percoccide,pyralcid,romezin,septacil,septosyl,solfamerazina,solumedin,solumedine,sulfameradine,sulfamerazin,sulfamerazina,sulfamerazinum,sulfamethyldiazine,sulphamerazine,sumedine"	3	"g"			"NA"
-"SLT3"		"Sulfamerazine/trimethoprim"	"Trimethoprims"	"J01EE07"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"NA"					"NA"
+"SLF3"	5325	"Sulfamerazine"	"Trimethoprims"	"D06BA06,J01ED07,QD06BA06,QJ01EQ17"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"sulmet"	"cremomerazine,kelamerazine,mebacid,mesulfa,methylpyrimal,methylsulfazin,methylsulfazine,metilsulfadiazin,metilsulfazin,percoccide,pyralcid,romezin,septacil,septosyl,solfamerazina,solumedin,solumedine,sulfameradine,sulfamerazin,sulfamerazina,sulfamerazinum,sulfamethyldiazine,sulphamerazine,sumedine"	3	"g"			"NA"
+"SLT3"		"Sulfamerazine/trimethoprim"	"Trimethoprims"	"J01EE07,QJ01EW18"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"NA"					"NA"
 "SUM"	5327	"Sulfamethazine"	"Other antibacterials"	"NA"			"NA"	"NA"					"87592-2"
-"SLF4"	5328	"Sulfamethizole"	"Trimethoprims"	"B05CA04,D06BA04,J01EB02,S01AB01"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"sfmz"	"aethazolum,ayerlucil,berlophen,gliprotiazol,globucid,globucin,globuzid,glyprothiazol,glyprothiazole,glyprothiazolum,glyprothizolum,lucosil,microsul,proklar,renasul,rufol,salimol,sethadil,solfametizolo,solfetidolo,sulfaethidiole,sulfaethidol,sulfaethidole,sulfaethidolum,sulfaetidol,sulfamethizol,sulfamethizolum,sulfametizol,sulfapyelon,sulfstat,sulfurine,sulphaethidole,sulphamethizole,tardipyrine,tetracid,thidicur,thiosulfil,ultrasul,urocydal,urodiaton,urolucosil,urosulfin"	4	"g"			"60175-7,60176-5,60177-3"
-"SMX"	5329	"Sulfamethoxazole"	"Trimethoprims"	"J01EC01"	"Sulfonamides and trimethoprim"	"Intermediate-acting sulfonamides"	"sfmx,sulf"	"septran,septrin,simsinomin,sinomin,solfametossazolo,sulfamethalazole,sulfamethoxazolum,sulfamethoxizole,sulfamethylisoxazole,sulfametoxazol,sulfiodizole,sulfisomezole,sulphisomezole,urobak"	2	"g"			"10342-4,11577-4,18985-2,25271-8,39772-9,467-1,468-9,469-7,470-5,59971-2,59972-0,60333-2,72674-5,80549-9,80974-9"
-"SLF5"	5330	"Sulfamethoxypyridazine"	"Trimethoprims"	"J01ED05"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"altezol,cysul,davosin,depovernil,durox,kineks,kinex,kynex,lederkyn,lentac,lisulfen,longin,medicel,midicel,midikel,myasul,opinsul,paramid,petrisul,piridolo,quinoseptyl,retamid,retasulfin,retasulphine,slosul,spofadazine,succinylsulfathi,sulfalex,sulfapiridazin,sulfapyridazine,sulfdurazin,sulfozona,sultirene,vinces"	0.5	"g"			"NA"
+"SLF4"	5328	"Sulfamethizole"	"Trimethoprims"	"B05CA04,D06BA04,J01EB02,QB05CA04,QD06BA04,QJ01EQ02,QS01AB01,S01AB01"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"sfmz"	"aethazolum,ayerlucil,berlophen,gliprotiazol,globucid,globucin,globuzid,glyprothiazol,glyprothiazole,glyprothiazolum,glyprothizolum,lucosil,microsul,proklar,renasul,rufol,salimol,sethadil,solfametizolo,solfetidolo,sulfaethidiole,sulfaethidol,sulfaethidole,sulfaethidolum,sulfaetidol,sulfamethizol,sulfamethizolum,sulfametizol,sulfapyelon,sulfstat,sulfurine,sulphaethidole,sulphamethizole,tardipyrine,tetracid,thidicur,thiosulfil,ultrasul,urocydal,urodiaton,urolucosil,urosulfin"	4	"g"			"60175-7,60176-5,60177-3"
+"SMX"	5329	"Sulfamethoxazole"	"Trimethoprims"	"J01EC01,QJ01EQ11"	"Sulfonamides and trimethoprim"	"Intermediate-acting sulfonamides"	"sfmx,sulf,sulfam"	"septran,septrin,simsinomin,sinomin,solfametossazolo,sulfamethalazole,sulfamethoxazolum,sulfamethoxizole,sulfamethylisoxazole,sulfametoxazol,sulfiodizole,sulfisomezole,sulphisomezole,urobak"	2	"g"			"10342-4,11577-4,18985-2,25271-8,39772-9,467-1,468-9,469-7,470-5,59971-2,59972-0,60333-2,72674-5,80549-9,80974-9"
+"SLF5"	5330	"Sulfamethoxypyridazine"	"Trimethoprims"	"J01ED05,QJ01EQ15"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"altezol,cysul,davosin,depovernil,durox,kineks,kinex,kynex,lederkyn,lentac,lisulfen,longin,medicel,midicel,midikel,myasul,opinsul,paramid,petrisul,piridolo,quinoseptyl,retamid,retasulfin,retasulphine,slosul,spofadazine,succinylsulfathi,sulfalex,sulfapiridazin,sulfapyridazine,sulfdurazin,sulfozona,sultirene,vinces"	0.5	"g"			"NA"
 "SLF6"	19596	"Sulfametomidine"	"Trimethoprims"	"J01ED03"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"duroprocin,methofadin,methofazine,solfametomidina,sulfametomidin,sulfametomidina,sulfametomidinum,telemid"					"NA"
 "SLF7"	5326	"Sulfametoxydiazine"	"Trimethoprims"	"J01ED04"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"bayrena,berlicid,dairena,durenat,juvoxin,kinecid,kirocid,kiron,longasulf,methoxypyrimal,solfametossidiazina,sulfameter,sulfametersalt,sulfamethorine,sulfamethoxine,sulfamethoxydiazin,sulfamethoxydiazine,sulfamethoxydin,sulfamethoxydine,sulfametin,sulfametinum,sulfametorine,sulfametorinum,sulfametoxidiazina,sulfametoxidine,sulfametoxydiazinum,sulla,sulphameter,sulphamethoxydiazine,supramid,ultrax"	0.5	"g"			"NA"
 "SLT4"		"Sulfametrole/trimethoprim"	"Trimethoprims"	"J01EE03"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"trsm"	"NA"					"NA"
 "SLF8"	12894	"Sulfamoxole"	"Trimethoprims"	"J01EC03"	"Sulfonamides and trimethoprim"	"Intermediate-acting sulfonamides"	"NA"	"enterocura,justamil,oxasulfa,solfaguanolo,solfamossolo,sulfadimethyloxazole,sulfaguanol,sulfaguanole,sulfaguanolum,sulfamoxol,sulfamoxolum,sulfano,sulfavigor,sulfmidil,sulfono,sulfune,sulfuno,sulphamoxole,tardamid,tardamide"	1	"g"	1	"g"	"NA"
 "SLT5"		"Sulfamoxole/trimethoprim"	"Trimethoprims"	"J01EE04"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"NA"	"NA"					"NA"
-"SLF9"	5333	"Sulfanilamide"	"Trimethoprims"	"D06BA05,J01EB06"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"albexan,albosal,ambeside,antistrept,astreptine,astrocid,bacteramid,bactesid,collomide,colsulanyde,copticide,deseptyl,dipron,ergaseptine,erysipan,estreptocida,exoseptoplix,fourneau,gerison,gombardol,hydroxysulfonamide,infepan,lusil,lysococcine,neococcyl,orgaseptine,prontalbin,prontylin,proseptal,proseptine,proseptol,pysococcine,sanamid,septanilam,septinal,septolix,septoplex,septoplix,solfanilamide,stramid,strepamide,strepsan,streptagol,streptamid,streptamin,streptasol,streptocid,streptocide,streptocidum,streptoclase,streptocom,strepton,streptopan,streptosil,streptozol,streptozone,streptrocide,sulfamidyl,sulfamine,sulfana,sulfanalone,sulfanidyl,sulfanil,sulfanilamida,sulfanilamidomethan,sulfanilamidum,sulfanimide,sulfocidin,sulfocidine,sulfonylamide,sulphanilamide,sulphanilamidum,sulphonamide,therapol,tolder"					"NA"
+"SLF9"	5333	"Sulfanilamide"	"Trimethoprims"	"D06BA05,J01EB06,QD06BA05,QJ01EQ06"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"albexan,albosal,ambeside,antistrept,astreptine,astrocid,bacteramid,bactesid,collomide,colsulanyde,copticide,deseptyl,dipron,ergaseptine,erysipan,estreptocida,exoseptoplix,fourneau,gerison,gombardol,hydroxysulfonamide,infepan,lusil,lysococcine,neococcyl,orgaseptine,prontalbin,prontylin,proseptal,proseptine,proseptol,pysococcine,sanamid,septanilam,septinal,septolix,septoplex,septoplix,solfanilamide,stramid,strepamide,strepsan,streptagol,streptamid,streptamin,streptasol,streptocid,streptocide,streptocidum,streptoclase,streptocom,strepton,streptopan,streptosil,streptozol,streptozone,streptrocide,sulfamidyl,sulfamine,sulfana,sulfanalone,sulfanidyl,sulfanil,sulfanilamida,sulfanilamidomethan,sulfanilamidum,sulfanimide,sulfocidin,sulfocidine,sulfonylamide,sulphanilamide,sulphanilamidum,sulphonamide,therapol,tolder"					"NA"
 "SLF10"	68933	"Sulfaperin"	"Trimethoprims"	"J01ED06"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"anastaf,archisulfa,archisulpha,avissul,chemiopen,demosulfan,demosulphan,durisan,isosulfamerazine,isosulphamerazine,methylsulfadiazin,methylsulfadiazine,methylsulphadiazine,novosul,orosulfan,pallidin,retardon,risulfasens,sulfaperina,sulfaperine,sulfaperinum,sulfatreis,sulfopirimidine,sulpenta,sulphaperin,sulphaperina,sulphaperinum"	0.5	"g"			"NA"
-"SLF11"	5335	"Sulfaphenazole"	"Trimethoprims"	"J01ED08"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"depocid,depotsulfonamide,eftolon,firmazolo,inamil,isarol,merian,orisul,orisulf,paidazolo,phenylsulfapyrazole,plisulfan,raziosulfa,solfafenazolo,sulfabid,sulfafenazol,sulfafenazolo,sulfaphenazol,sulfaphenazolum,sulfaphenazon,sulfaphenylpipazol,sulfaphenylpyrazol,sulfaphenylpyrazole,sulfonylpyrazol,sulphaphenazole,sulphenazole"	1	"g"			"NA"
-"SLF12"	5336	"Sulfapyridine"	"Trimethoprims"	"J01EB04"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"adiplon,coccoclase,dagenan,eubasin,eubasinum,haptocil,piridazol,plurazol,pyriamid,pyridazol,relbapiridina,ronin,septipulmon,solfapiridina,soludagenan,streptosilpyridine,sulfapiridina,sulfapyridin,sulfapyridinum,sulfidin,sulfidine,sulphapyridin,sulphapyridine,thioseptal,trianon"	1	"g"			"14075-6,55580-5"
+"SLF11"	5335	"Sulfaphenazole"	"Trimethoprims"	"J01ED08,QJ01EQ08"	"Sulfonamides and trimethoprim"	"Long-acting sulfonamides"	"NA"	"depocid,depotsulfonamide,eftolon,firmazolo,inamil,isarol,merian,orisul,orisulf,paidazolo,phenylsulfapyrazole,plisulfan,raziosulfa,solfafenazolo,sulfabid,sulfafenazol,sulfafenazolo,sulfaphenazol,sulfaphenazolum,sulfaphenazon,sulfaphenylpipazol,sulfaphenylpyrazol,sulfaphenylpyrazole,sulfonylpyrazol,sulphaphenazole,sulphenazole"	1	"g"			"NA"
+"SLF12"	5336	"Sulfapyridine"	"Trimethoprims"	"J01EB04,QJ01EQ04"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"adiplon,coccoclase,dagenan,eubasin,eubasinum,haptocil,piridazol,plurazol,pyriamid,pyridazol,relbapiridina,ronin,septipulmon,solfapiridina,soludagenan,streptosilpyridine,sulfapiridina,sulfapyridin,sulfapyridinum,sulfidin,sulfidine,sulphapyridin,sulphapyridine,thioseptal,trianon"	1	"g"			"14075-6,55580-5"
 "SNA"	60582	"Sulfasuccinamide"	"Other antibacterials"	"NA"			"NA"	"sulfasuccinamid,sulfasuccinamida,sulfasuccinamidum"					"NA"
-"SUT"	5340	"Sulfathiazole"	"Trimethoprims"	"D06BA02,J01EB07"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"azoquimiol,azoseptale,cerazol,cerazole,chemosept,cibazol,duatok,dulana,eleudron,enterobiocine,estafilol,formosulfathiazole,neostrepsan,norsulfasol,norsulfazol,norsulfazole,norsulfazolum,planomide,poliseptil,sanotiazol,septozol,solfatiazolo,soluthiazomide,streptosilthiazole,sulfamul,sulfaplex,sulfathiazol,sulfathiazolesalt,sulfathiazolum,sulfatiazol,sulfavitina,sulfocerol,sulphathiazole,sulzol,thiacoccine,thiasulfol,thiazamide,thiozamide,wintrazole"					"87591-4,87796-9,87797-7"
+"SUT"	5340	"Sulfathiazole"	"Trimethoprims"	"D06BA02,J01EB07,QD06BA02,QJ01EQ07"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"sulthi"	"azoquimiol,azoseptale,cerazol,cerazole,chemosept,cibazol,duatok,dulana,eleudron,enterobiocine,estafilol,formosulfathiazole,neostrepsan,norsulfasol,norsulfazol,norsulfazole,norsulfazolum,planomide,poliseptil,sanotiazol,septozol,solfatiazolo,soluthiazomide,streptosilthiazole,sulfamul,sulfaplex,sulfathiazol,sulfathiazolesalt,sulfathiazolum,sulfatiazol,sulfavitina,sulfocerol,sulphathiazole,sulzol,thiacoccine,thiasulfol,thiazamide,thiozamide,wintrazole"					"87591-4,87796-9,87797-7"
 "SLF13"	3000579	"Sulfathiourea"	"Trimethoprims"	"J01EB08"	"Sulfonamides and trimethoprim"	"Short-acting sulfonamides"	"NA"	"badional,baldinol,fontamide,salvoseptyl,solfatiourea,solufontamide,sulfanilthiourea,sulfathiocarbamid,sulfathiocarbamide,sulfathiocarbamidum,sulfathioureasalt,sulfathiouree,sulfatiourea,sulphathiourea"	6	"g"			"NA"
-"SOX"	5344	"Sulfisoxazole"	"Other antibacterials"	"NA"			"NA"	"NA"					"11578-2,18986-0,25226-2,471-3,472-1,473-9,474-7,9701-4"
-"SSS"	86225	"Sulfonamide"	"Other antibacterials"	"NA"			"sfna"	"NA"					"17674-3,17675-0,18987-8,35842-4,4040-2,4041-0,4042-8,475-4,476-2,477-0,478-8,75650-2"
-"SLP"	9950244	"Sulopenem"	"Other antibacterials"	"NA"			"NA"	"orlynvah"					"55289-3,55290-1,55291-9"
-"SLT6"	444022	"Sultamicillin"	"Beta-lactams/penicillins"	"J01CR04"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"NA"	"combisid,sultamicilina,sultamicilline,sultamicillinum,unacid"	1.5	"g"			"NA"
+"SOX"	5344	"Sulfisoxazole"	"Other antibacterials"	"NA"			"sulfiz"	"NA"					"11578-2,18986-0,25226-2,471-3,472-1,473-9,474-7,9701-4"
+"SSS"	86225	"Sulfonamide"	"Other antibacterials"	"NA"			"sfna,sulami"	"NA"					"17674-3,17675-0,18987-8,35842-4,4040-2,4041-0,4042-8,475-4,476-2,477-0,478-8,75650-2"
+"SLP"	9950244	"Sulopenem"	"Other antibacterials"	"NA"			"sulope"	"orlynvah"					"55289-3,55290-1,55291-9"
+"SLT6"	444022	"Sultamicillin"	"Beta-lactams/penicillins"	"J01CR04,QJ01CR04"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"sultos"	"combisid,sultamicilina,sultamicilline,sultamicillinum,unacid"	1.5	"g"			"NA"
 "SUR"	46700778	"Surotomycin"	"Other antibacterials"	"NA"			"NA"	"surotomicina,surotomycine"					"NA"
-"TAL"	71447	"Talampicillin"	"Beta-lactams/penicillins"	"J01CA15"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"aseocillin,phthalidyl,talampicilina,talampicilline,talampicillinum,talpen,yamacillin"	2	"g"			"18988-6,479-6,480-4,481-2,482-0"
+"TAL"	71447	"Talampicillin"	"Beta-lactams/penicillins"	"J01CA15,QJ01CA15"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"NA"	"aseocillin,phthalidyl,talampicilina,talampicilline,talampicillinum,talpen,yamacillin"	2	"g"			"18988-6,479-6,480-4,481-2,482-0"
 "TLP"	163307	"Talmetoprim"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"TAZ"	123630	"Tazobactam"	"Beta-lactams/penicillins"	"J01CG02"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase inhibitors"	"tazo"	"exblifep,tazobactamsalt,tazobactamum,tazobactum"					"41719-6,41720-4,41721-2,41740-2"
-"TBP"	9800194	"Tebipenem"	"Carbapenems"	"J01DH06"			"NA"	"NA"	0.56	"g"			"NA"
-"TZD"	11234049	"Tedizolid"	"Oxazolidinones"	"J01XX11"	"Other antibacterials"	"Other antibacterials"	"tedi"	"torezolid"	0.2	"g"	0.2	"g"	"73586-0,73608-2,73631-4"
-"TEC"	16131923	"Teicoplanin"	"Glycopeptides"	"J01XA02"	"Other antibacterials"	"Glycopeptide antibacterials"	"tec,tei,teic,tp,tpl,tpn"	"NA"			0.4	"g"	"18989-4,25534-9,25535-6,34378-0,34379-8,4043-6,483-8,484-6,485-3,486-1,7051-6,80968-1"
+"TAZ"	123630	"Tazobactam"	"Beta-lactams/penicillins"	"J01CG02,QJ01CG02"	"Beta-lactam antibacterials, penicillins"	"Beta-lactamase inhibitors"	"tazo,tazoba"	"exblifep,tazobactamsalt,tazobactamum,tazobactum"					"41719-6,41720-4,41721-2,41740-2"
+"TBP"	9800194	"Tebipenem"	"Carbapenems"	"NA"			"NA"	"NA"					"NA"
+"TZD"	11234049	"Tedizolid"	"Oxazolidinones"	"J01XX11,QJ01XX11"	"Other antibacterials"	"Other antibacterials"	"tedi"	"torezolid"	0.2	"g"	0.2	"g"	"73586-0,73608-2,73631-4"
+"TEC"	16131923	"Teicoplanin"	"Glycopeptides"	"J01XA02,QJ01XA02"	"Other antibacterials"	"Glycopeptide antibacterials"	"tec,tei,teic,teicop,tp,tpl,tpn"	"NA"			0.4	"g"	"18989-4,25534-9,25535-6,34378-0,34379-8,4043-6,483-8,484-6,485-3,486-1,7051-6,80968-1"
 "TCM"		"Teicoplanin-macromethod"	"Glycopeptides"	"NA"			"NA"	"NA"					"NA"
-"TLV"	3081362	"Telavancin"	"Glycopeptides"	"J01XA03"	"Other antibacterials"	"Glycopeptide antibacterials"	"tela"	"arbelic,nvancomycin,televancin"					"72894-9,73630-6,85051-1,88886-7"
-"TLT"	3002190	"Telithromycin"	"Macrolides/lincosamides"	"J01FA15"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"teli"	"ketek,levviax"	0.8	"g"			"35843-2,35844-0,35845-7,41722-0"
-"TMX"	60021	"Temafloxacin"	"Fluoroquinolones"	"J01MA05"	"Quinolone antibacterials"	"Fluoroquinolones"	"tema"	"omniflox,temafloxacina,temafloxacine,temafloxacino,temafloxacinum"	0.8	"g"			"18990-2,487-9,488-7,489-5,490-3"
-"TEM"	171758	"Temocillin"	"Beta-lactams/penicillins"	"J01CA17"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"temo"	"negaban,temocilina,temocillina,temocilline,temocillinum"			4	"g"	"18991-0,491-1,492-9,493-7,494-5,54190-4"
-"TRB"	1549008	"Terbinafine"	"Antifungals/antimycotics"	"D01AE15,D01BA02"	"Antifungals for systemic use"	"Antifungals for systemic use"	"terb"	"afogan,bramazil,bramizil,corbinal,lamasil,lamisil,muzonal,shoprite,terbina,terbinafina,terbinafinum,terbine,terbinex,terbisil,zabel"	0.25	"g"			"10720-1,10721-9,18992-8"
-"TRC"	441383	"Terconazole"	"Antifungals/antimycotics"	"G01AG02"			"NA"	"fungistat,panlomyc,terazol,terconazol,terconazolum,tercospor,tetrazol,triaconazole,zazole"					"55196-0"
-"TRZ"	65720	"Terizidone"	"Antimycobacterials"	"J04AK03"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"terivalidin,terizidona,terizidonum"					"NA"
-"TCY"	54675776	"Tetracycline"	"Tetracyclines"	"A01AB13,D06AA04,J01AA07,S01AA09,S02AA08,S03AA02"	"Tetracyclines"	"Tetracyclines"	"tc,te,tet,tetr"	"abramycin,abricycline,agromicina,ambramicina,ambramycin,biocycline,brodspec,cefracycline,centet,ciclibion,copharlan,criseociclina,democracin,deschlorobiomycin,economycin,hostacyclin,lexacycline,limecycline,liquamycin,mericycline,micycline,neocycline,omegamycin,orlycycline,panmycin,purocyclina,roviciclina,solvocin,tetrabon,tetraciclina,tetracyclinehydrate,tetracyclinum,tetracyn,tetradecin,tetrafil,tetraverine,tetrazyklin,tsiklomistsin,tsiklomitsin,veracin,vetacyclinum"	1	"g"	1	"g"	"101504-9,18993-6,25272-6,4045-1,495-2,496-0,497-8,498-6,7052-4,87590-6"
+"TLV"	3081362	"Telavancin"	"Glycopeptides"	"J01XA03,QJ01XA03"	"Other antibacterials"	"Glycopeptide antibacterials"	"tela,telava"	"arbelic,nvancomycin,televancin"					"72894-9,73630-6,85051-1,88886-7"
+"TLT"	3002190	"Telithromycin"	"Macrolides/lincosamides"	"J01FA15,QJ01FA15"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"teli,telith"	"ketek,levviax"	0.8	"g"			"35843-2,35844-0,35845-7,41722-0"
+"TMX"	60021	"Temafloxacin"	"Fluoroquinolones"	"J01MA05,QJ01MA05"	"Quinolone antibacterials"	"Fluoroquinolones"	"tema,temafl"	"omniflox,temafloxacina,temafloxacine,temafloxacino,temafloxacinum"	0.8	"g"			"18990-2,487-9,488-7,489-5,490-3"
+"TEM"	171758	"Temocillin"	"Beta-lactams/penicillins"	"J01CA17,QJ01CA17"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"temo,temoci"	"negaban,temocilina,temocillina,temocilline,temocillinum"			4	"g"	"18991-0,491-1,492-9,493-7,494-5,54190-4"
+"TRB"	1549008	"Terbinafine"	"Antifungals/antimycotics"	"D01AE15,D01BA02,QD01AE15,QD01BA02"	"Antifungals for systemic use"	"Antifungals for systemic use"	"terb"	"afogan,bramazil,bramizil,corbinal,lamasil,lamisil,muzonal,shoprite,terbina,terbinafina,terbinafinum,terbine,terbinex,terbisil,zabel"	0.25	"g"			"10720-1,10721-9,18992-8"
+"TRC"	441383	"Terconazole"	"Antifungals/antimycotics"	"G01AG02,QG01AG02"			"NA"	"fungistat,panlomyc,terazol,terconazol,terconazolum,tercospor,tetrazol,triaconazole,zazole"					"55196-0"
+"TRZ"	65720	"Terizidone"	"Antimycobacterials"	"J04AK03,QJ04AK03"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"terivalidin,terizidona,terizidonum"					"NA"
+"TCY"	54675776	"Tetracycline"	"Tetracyclines"	"A01AB13,D06AA04,J01AA07,QA01AB13,QD06AA04,QG01AA90,QG51AA02,QJ01AA07,QJ51AA07,QS01AA09,QS02AA08,QS03AA02,S01AA09,S02AA08,S03AA02"	"Tetracyclines"	"Tetracyclines"	"tc,te,tet,tetcyc,tetr,tetra"	"abramycin,abricycline,agromicina,ambramicina,ambramycin,biocycline,brodspec,cefracycline,centet,ciclibion,copharlan,criseociclina,democracin,deschlorobiomycin,economycin,hostacyclin,lexacycline,limecycline,liquamycin,mericycline,micycline,neocycline,omegamycin,orlycycline,panmycin,purocyclina,roviciclina,solvocin,tetrabon,tetraciclina,tetracyclinehydrate,tetracyclinum,tetracyn,tetradecin,tetrafil,tetraverine,tetrazyklin,tsiklomistsin,tsiklomitsin,veracin,vetacyclinum"	1	"g"	1	"g"	"101504-9,18993-6,25272-6,4045-1,495-2,496-0,497-8,498-6,7052-4,87590-6"
 "TCY-S"		"Tetracycline screening test"	"Tetracyclines"	"NA"			"tcy screen"	"NA"					"NA"
-"TOL"	54691494	"Tetracycline/oleandomycin"	"Other antibacterials"	"J01RA08"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
+"TOL"	54691494	"Tetracycline/oleandomycin"	"Other antibacterials"	"J01RA08,QJ01RA08"	"Combinations of antibacterials"	"Combinations of antibacterials"	"NA"	"NA"					"NA"
 "TET"	65450	"Tetroxoprim"	"Other antibacterials"	"NA"			"NA"	"primsol,tetroxoprima,tetroxoprime,tetroxoprimum,trimpex,trimplex"					"NA"
 "THA"	9568512	"Thiacetazone"	"Oxazolidinones"	"NA"			"NA"	"acetanilide,aktivan,ambathizon,amitiozon,antib,benthiozone,benzothiozane,benzothiozon,berkazon,citazone,conteben,diasan,domakol,ilbion,livazone,mivizon,myvizone,neotibil,neustab,novakol,panrone,parazone,seroden,siocarbazone,tebalon,tebecure,tebemar,tebethion,tebethione,tebezon,thiacetone,thiacetozone,thibon,thibone,thioacetazon,thioacetazonum,thioazetazone,thiocarbazil,thiomicid,thionicid,thioparamizon,thioparamizone,thiosemicarbarzone,thiosemicarbazone,thiotebesin,thiotebezin,thiotebicina,thizone,tiacetazon,tibicur,tibion,tibione,tibizan,tibon,tibone,tioacetazon,tioacetazona,tioatsetazon,tiobicina,tiocarone,tiosecolo,tubercazon,tubigal,tubin"					"32384-0,54184-7,54204-3"
-"THI"	27200	"Thiamphenicol"	"Phenicols"	"J01BA02"	"Amphenicols"	"Amphenicols"	"NA"	"armai,dextrosulfenidol,dextrosulphenidol,igralin,racefenicol,racefenicolo,racefenicolum,raceophenidol,thiamphenicolum,thiocymetin,thiophenicol,tiamfenicol,tiamfenicolo,urfamycine"	1.5	"g"	1.5	"g"	"41723-8,41724-6,41725-3,54169-8"
-"TAT"	9568512	"Thioacetazone"	"Antimycobacterials"	"J04AK07"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"THI1"		"Thioacetazone/isoniazid"	"Antimycobacterials"	"J04AM04"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
-"TIA"	656958	"Tiamulin"	"Other antibacterials"	"QJ01XQ01"			"NA"	"denagard,thiamutilin,tiamulina,tiamuline,tiamulinum"					"35846-5,35847-3,35848-1,87589-8"
-"TIC"	36921	"Ticarcillin"	"Beta-lactams/penicillins"	"J01CA13"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"tc,ti,tic,tica"	"ticar,ticarcilina,ticarcilline,ticarcillinum,timentin"			15	"g"	"18994-4,18995-1,25254-4,4054-3,4055-0,499-4,500-9,501-7,502-5,503-3,504-1,505-8,506-6,55716-5,55717-3,55718-1,55719-9,7053-2,7054-0"
-"TCC"	6437075	"Ticarcillin/clavulanic acid"	"Beta-lactams/penicillins"	"J01CR03"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"t/c,tcc,ticl,tim,tlc"	"augpenin"			15	"g"	"NA"
-"TGC"	54686904	"Tigecycline"	"Tetracyclines"	"J01AA12"	"Tetracyclines"	"Tetracyclines"	"tgc,tig,tige"	"tigeciclina,tigecyclin,tigecyclinehydrate,tigilcycline,tygacil"			0.1	"g"	"101499-2,42354-1,42355-8,42356-6,42357-4,55158-0"
+"THI"	27200	"Thiamphenicol"	"Phenicols"	"J01BA02,QJ01BA02,QJ51BA02"	"Amphenicols"	"Amphenicols"	"thiaph"	"armai,dextrosulfenidol,dextrosulphenidol,igralin,racefenicol,racefenicolo,racefenicolum,raceophenidol,thiamphenicolum,thiocymetin,thiophenicol,tiamfenicol,tiamfenicolo,urfamycine"	1.5	"g"	1.5	"g"	"41723-8,41724-6,41725-3,54169-8"
+"TAT"	9568512	"Thioacetazone"	"Antimycobacterials"	"J04AK07,QJ04AK07"	"Drugs for treatment of tuberculosis"	"Other drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"THI1"		"Thioacetazone/isoniazid"	"Antimycobacterials"	"J04AM04,QJ04AM04"	"Drugs for treatment of tuberculosis"	"Combinations of drugs for treatment of tuberculosis"	"NA"	"NA"					"NA"
+"TIA"	656958	"Tiamulin"	"Other antibacterials"	"QJ01XQ01"			"tiamul"	"denagard,thiamutilin,tiamulina,tiamuline,tiamulinum"					"35846-5,35847-3,35848-1,87589-8"
+"TIC"	36921	"Ticarcillin"	"Beta-lactams/penicillins"	"J01CA13,QJ01CA13"	"Beta-lactam antibacterials, penicillins"	"Penicillins with extended spectrum"	"tc,ti,tic,tica,ticarc"	"ticar,ticarcilina,ticarcilline,ticarcillinum,timentin"			15	"g"	"18994-4,18995-1,25254-4,4054-3,4055-0,499-4,500-9,501-7,502-5,503-3,504-1,505-8,506-6,55716-5,55717-3,55718-1,55719-9,7053-2,7054-0"
+"TCC"	6437075	"Ticarcillin/clavulanic acid"	"Beta-lactams/penicillins"	"J01CR03,QJ01CR03"	"Beta-lactam antibacterials, penicillins"	"Combinations of penicillins, incl. beta-lactamase inhibitors"	"t/c,tcc,ticcla,ticl,tim,tlc"	"augpenin"			15	"g"	"NA"
+"TGC"	54686904	"Tigecycline"	"Tetracyclines"	"J01AA12,QJ01AA12"	"Tetracyclines"	"Tetracyclines"	"tgc,tig,tige,tigecy"	"tigeciclina,tigecyclin,tigecyclinehydrate,tigilcycline,tygacil"			0.1	"g"	"101499-2,42354-1,42355-8,42356-6,42357-4,55158-0"
 "TMN"		"Tigemonam"	"Monobactams"	"NA"			"NA"	"NA"					"NA"
 "TBQ"	65592	"Tilbroquinol"	"Fluoroquinolones"	"P01AA05"			"NA"	"tilbroquinolum"					"NA"
 "TIP"	24860548	"Tildipirosin"	"Macrolides/lincosamides"	"QJ01FA96"			"NA"	"zuprevo"					"100060-3,88375-1,88377-7"
-"TIL"	5282521	"Tilmicosin"	"Macrolides/lincosamides"	"QJ01FA91"			"NA"	"micotil,pulmotil,tilmicosina,tilmicosine,tilmicosinum,tilmovet"					"35849-9,35850-7,35851-5,87588-0"
-"TIN"	5479	"Tinidazole"	"Other antibacterials"	"G01AF21,J01XD02,P01AB02"	"Other antibacterials"	"Imidazole derivatives"	"tini"	"amtiba,bioshik,fasigin,fasigyn,glongyn,haisigyn,isotinidazole,pletil,protozol,simplotan,sorquetan,symplotan,tindamax,tindazole,tinidazolum,tricolam,trimonase"	2	"g"	1.5	"g"	"54928-7,55720-7,55721-5,55722-3"
-"TCR"	3001386	"Tiocarlide"	"Antimycobacterials"	"J04AD02"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"NA"	"aethoksid,aethoxydum,amixyl,datanil,disocarban,disoxyl,ethoxide,etocarlid,etocarlida,etocarlide,etocarlidum,etoksid,thiocarlide,tiocarlid,tiocarlida,tiocarlidum"	7	"g"			"NA"
+"TIL"	5282521	"Tilmicosin"	"Macrolides/lincosamides"	"QJ01FA91"			"tilmic"	"micotil,pulmotil,tilmicosina,tilmicosine,tilmicosinum,tilmovet"					"35849-9,35850-7,35851-5,87588-0"
+"TIN"	5479	"Tinidazole"	"Other antibacterials"	"G01AF21,J01XD02,P01AB02,QG01AF21,QJ01XD02,QP51AA02"	"Other antibacterials"	"Imidazole derivatives"	"tini"	"amtiba,bioshik,fasigin,fasigyn,glongyn,haisigyn,isotinidazole,pletil,protozol,simplotan,sorquetan,symplotan,tindamax,tindazole,tinidazolum,tricolam,trimonase"	2	"g"	1.5	"g"	"54928-7,55720-7,55721-5,55722-3"
+"TCR"	3001386	"Tiocarlide"	"Antimycobacterials"	"J04AD02,QJ04AD02"	"Drugs for treatment of tuberculosis"	"Thiocarbamide derivatives"	"NA"	"aethoksid,aethoxydum,amixyl,datanil,disocarban,disoxyl,ethoxide,etocarlid,etocarlida,etocarlide,etocarlidum,etoksid,thiocarlide,tiocarlid,tiocarlida,tiocarlidum"	7	"g"			"NA"
 "TDC"	10247721	"Tiodonium chloride"	"Other antibacterials"	"NA"			"NA"	"tiodonium"					"NA"
 "TXC"	65788	"Tioxacin"	"Fluoroquinolones"	"NA"			"NA"	"tioxacine,tioxacino,tioxacinum"					"NA"
 "TIZ"	394397	"Tizoxanide"	"Other antibacterials"	"NA"			"NA"	"NA"					"73585-2,73607-4,73629-8"
-"TOB"	36294	"Tobramycin"	"Aminoglycosides"	"J01GB01,S01AA12"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"nn,tm,to,tob,tobr"	"aktob,bethkis,distobram,gotabiotic,kitabis,nebcin,nebicin,nebramycin,tenebrimycin,tenemycin,tobacin,tobracin,tobradex,tobradistin,tobralex,tobramaxin,tobramicin,tobramicina,tobramitsetin,tobramycetin,tobramycine,tobramycinum,tobrased,tobrex"			0.24	"g"	"101496-8,13584-8,17808-7,18996-9,22750-4,22751-2,22752-0,25227-0,25800-4,31094-6,31095-3,31096-1,35239-3,35670-9,4057-6,4058-4,4059-2,507-4,508-2,509-0,50927-3,510-8,52962-8,59380-6,7055-7,80966-5"
+"TOB"	36294	"Tobramycin"	"Aminoglycosides"	"J01GB01,QJ01GB01,QS01AA12,S01AA12"	"Aminoglycoside antibacterials"	"Other aminoglycosides"	"nn,tm,to,tob,tobr,tobram"	"aktob,bethkis,distobram,gotabiotic,kitabis,nebcin,nebicin,nebramycin,tenebrimycin,tenemycin,tobacin,tobracin,tobradex,tobradistin,tobralex,tobramaxin,tobramicin,tobramicina,tobramitsetin,tobramycetin,tobramycine,tobramycinum,tobrased,tobrex"			0.24	"g"	"101496-8,13584-8,17808-7,18996-9,22750-4,22751-2,22752-0,25227-0,25800-4,31094-6,31095-3,31096-1,35239-3,35670-9,4057-6,4058-4,4059-2,507-4,508-2,509-0,50927-3,510-8,52962-8,59380-6,7055-7,80966-5"
 "TOH"		"Tobramycin-high"	"Aminoglycosides"	"NA"			"tobra high,tobramycin high,tohl"	"NA"					"NA"
-"TFX"	5517	"Tosufloxacin"	"Fluoroquinolones"	"J01MA22,S01AE09"			"NA"	"NA"	0.45	"g"			"100061-1,76146-0"
-"TMP"	5578	"Trimethoprim"	"Trimethoprims"	"J01EA01"	"Sulfonamides and trimethoprim"	"Trimethoprim and derivatives"	"t,tmp,tr,tri,trim,w"	"abaprim,anitrim,antrima,antrimox,bacdan,bacidal,bacide,bacin,bacterial,bacticel,bactifor,bactoprim,bactramin,bencole,bethaprim,biosulten,briscotrim,chemotrin,colizole,conprim,cotrimel,deprim,dosulfin,duocide,esbesul,espectrin,euctrim,exbesul,fermagex,fortrim,futin,ikaprim,infectotrimet,instalac,kombinax,lagatrim,lastrim,lescot,monoprim,monotrim,monotrimin,novotrimel,omstat,pancidim,proloprim,protrin,purbal,resprim,roubac,roubal,salvatrim,setprin,sinotrim,stopan,streptoplus,sugaprim,sulfamar,sulfoxaprim,sulthrim,sultrex,syraprim,tiempe,trimethioprim,trimethoprime,trimethoprimum,trimethopriom,trimetoprim,trimetoprima,trimexol,trimezol,trimogal,trimono,trimopan,triprim,trisul,trisulcom,trisulfam,trisural,uretrim,urobactrim,utetrin,velaten,wellcoprim,wellcoprin,xeroprim,zamboprim"	0.4	"g"	0.4	"g"	"101495-0,11005-6,17747-7,18997-7,18998-5,20387-7,23614-1,23631-5,25273-4,32342-8,4079-0,4080-8,4081-6,511-6,512-4,513-2,514-0,515-7,516-5,517-3,518-1,55584-7,7056-5,7057-3,80552-3,80973-1"
-"SXT"	358641	"Trimethoprim/sulfamethoxazole"	"Trimethoprims"	"J01EE01"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"cot,cotrim,sxt,t/s,tms,trsu,trsx,ts"	"abacin,abactrim,agoprim,alfatrim,aposulfatrim,bacteral,bactilen,bactiver,bacton,bactoreduct,bactrim,bactrizol,bactromin,bactropin,baktar,benzenesulfonamide,berlocid,bibacrim,biseptol,centran,centrin,chemitrim,chemotrim,ciplin,comox,cotribene,cotrim,cotrimhexal,cotrimoxazol,cotrimoxazole,cotrimstada,cotriver,dibaprim,drylin,duratrimet,eltrianyl,escoprim,eslectin,esteprim,eusaprim,fectrim,gamazole,gantanol,gantaprim,gantaprin,gantrim,groprim,helveprim,imexim,insozalin,jenamoxazol,kemoprim,kepinol,laratrim,linaris,maxtrim,metoxal,microtrim,mikrosid,momentol,nopil,oecotrim,omsat,oriprim,oxaprim,pantoprim,potrox,primazole,radonil,septra,septrim,servitrim,sigaprim,sigaprin,sulfatrim,sulfotrim,sulfotrimin,sulmeprim,sulprim,sumetrolim,supracombin,suprim,tacumil,teleprim,teleprin,thiocuran,tribakin,trifen,trigonyl,trimedin,trimesulf,trimethoprimsulfa,trimetoger,trimexazol,trimezole,trimforte,trimosulfa,uroplus"					"101495-0,18998-5,20387-7,23631-5,25273-4,32342-8,4081-6,515-7,516-5,517-3,518-1,7057-3"
-"TRL"	202225	"Troleandomycin"	"Macrolides/lincosamides"	"J01FA08"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"aovine,cyclamycin,evramicina,matromicina,oleandocetin,oleandocetine,tekmisin,treolmicina,tribiocillina,triocetin,triolan,troleandomicina,troleandomycine,troleandomycinum,viamicina,wytrion"	1	"g"			"18999-3,519-9,520-7,521-5,522-3"
-"TRO"	55886	"Trospectomycin"	"Other antibacterials"	"NA"			"NA"	"trospectinomycin,trospectomicina,trospectomycine,trospectomycinum"					"NA"
-"TVA"	62959	"Trovafloxacin"	"Fluoroquinolones"	"J01MA13"	"Quinolone antibacterials"	"Fluoroquinolones"	"trov"	"trovan,turvel"	0.2	"g"	0.2	"g"	"23642-2,23643-0,35855-6,7058-1"
-"TUL"	9832301	"Tulathromycin"	"Macrolides/lincosamides"	"QJ01FA94"			"NA"	"arovyn,draxxin,increxxa,macrosyn,tulieve,tulissin"					"76149-4,87798-5"
-"TYL"	5280440	"Tylosin"	"Macrolides/lincosamides"	"QJ01FA90,QJ51FA90"			"NA"	"fradizine,tilosina,tylan,tylocine,tylosine,tylosinum,vubityl"					"35856-4,35857-2,35858-0,87587-2"
+"TFX"	5517	"Tosufloxacin"	"Fluoroquinolones"	"J01MA22,QJ01MA22,QS01AE09,S01AE09"			"tosufl"	"NA"	0.45	"g"			"100061-1,76146-0"
+"TMP"	5578	"Trimethoprim"	"Trimethoprims"	"J01EA01,QJ01EA01,QJ51EA01"	"Sulfonamides and trimethoprim"	"Trimethoprim and derivatives"	"t,tmp,tr,tri,trim,w"	"abaprim,anitrim,antrima,antrimox,bacdan,bacidal,bacide,bacin,bacterial,bacticel,bactifor,bactoprim,bactramin,bencole,bethaprim,biosulten,briscotrim,chemotrin,colizole,conprim,cotrimel,deprim,dosulfin,duocide,esbesul,espectrin,euctrim,exbesul,fermagex,fortrim,futin,ikaprim,infectotrimet,instalac,kombinax,lagatrim,lastrim,lescot,monoprim,monotrim,monotrimin,novotrimel,omstat,pancidim,proloprim,protrin,purbal,resprim,roubac,roubal,salvatrim,setprin,sinotrim,stopan,streptoplus,sugaprim,sulfamar,sulfoxaprim,sulthrim,sultrex,syraprim,tiempe,trimethioprim,trimethoprime,trimethoprimum,trimethopriom,trimetoprim,trimetoprima,trimexol,trimezol,trimogal,trimono,trimopan,triprim,trisul,trisulcom,trisulfam,trisural,uretrim,urobactrim,utetrin,velaten,wellcoprim,wellcoprin,xeroprim,zamboprim"	0.4	"g"	0.4	"g"	"101495-0,11005-6,17747-7,18997-7,18998-5,20387-7,23614-1,23631-5,25273-4,32342-8,4079-0,4080-8,4081-6,511-6,512-4,513-2,514-0,515-7,516-5,517-3,518-1,55584-7,7056-5,7057-3,80552-3,80973-1"
+"SXT"	358641	"Trimethoprim/sulfamethoxazole"	"Trimethoprims"	"J01EE01"	"Sulfonamides and trimethoprim"	"Combinations of sulfonamides and trimethoprim, incl. derivatives"	"cot,cotrim,sxt,t/s,tms,trisul,trsu,trsx,ts"	"abacin,abactrim,agoprim,alfatrim,aposulfatrim,bacteral,bactilen,bactiver,bacton,bactoreduct,bactrim,bactrizol,bactromin,bactropin,baktar,benzenesulfonamide,berlocid,bibacrim,biseptol,centran,centrin,chemitrim,chemotrim,ciplin,comox,cotribene,cotrim,cotrimhexal,cotrimoxazol,cotrimoxazole,cotrimstada,cotriver,dibaprim,drylin,duratrimet,eltrianyl,escoprim,eslectin,esteprim,eusaprim,fectrim,gamazole,gantanol,gantaprim,gantaprin,gantrim,groprim,helveprim,imexim,insozalin,jenamoxazol,kemoprim,kepinol,laratrim,linaris,maxtrim,metoxal,microtrim,mikrosid,momentol,nopil,oecotrim,omsat,oriprim,oxaprim,pantoprim,potrox,primazole,radonil,septra,septrim,servitrim,sigaprim,sigaprin,sulfatrim,sulfotrim,sulfotrimin,sulmeprim,sulprim,sumetrolim,supracombin,suprim,tacumil,teleprim,teleprin,thiocuran,tribakin,trifen,trigonyl,trimedin,trimesulf,trimethoprimsulfa,trimetoger,trimexazol,trimezole,trimforte,trimosulfa,uroplus"					"101495-0,18998-5,20387-7,23631-5,25273-4,32342-8,4081-6,515-7,516-5,517-3,518-1,7057-3"
+"TRL"	202225	"Troleandomycin"	"Macrolides/lincosamides"	"J01FA08,QJ01FA08"	"Macrolides, lincosamides and streptogramins"	"Macrolides"	"NA"	"aovine,cyclamycin,evramicina,matromicina,oleandocetin,oleandocetine,tekmisin,treolmicina,tribiocillina,triocetin,triolan,troleandomicina,troleandomycine,troleandomycinum,viamicina,wytrion"	1	"g"			"18999-3,519-9,520-7,521-5,522-3"
+"TRO"	55886	"Trospectomycin"	"Other antibacterials"	"NA"			"trospe"	"trospectinomycin,trospectomicina,trospectomycine,trospectomycinum"					"NA"
+"TVA"	62959	"Trovafloxacin"	"Fluoroquinolones"	"J01MA13,QJ01MA13"	"Quinolone antibacterials"	"Fluoroquinolones"	"trov,trovaf"	"trovan,turvel"	0.2	"g"	0.2	"g"	"23642-2,23643-0,35855-6,7058-1"
+"TUL"	9832301	"Tulathromycin"	"Macrolides/lincosamides"	"QJ01FA94"			"tulath"	"arovyn,draxxin,increxxa,macrosyn,tulieve,tulissin"					"76149-4,87798-5"
+"TYL"	5280440	"Tylosin"	"Macrolides/lincosamides"	"QJ01FA90,QJ51FA90"			"tylo"	"fradizine,tilosina,tylan,tylocine,tylosine,tylosinum,vubityl"					"35856-4,35857-2,35858-0,87587-2"
 "TYL1"	6441094	"Tylvalosin"	"Macrolides/lincosamides"	"QJ01FA92"			"tvn"	"aivlosin"					"101526-2,87586-4"
 "PRU1"	124225	"Ulifloxacin (Prulifloxacin)"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"VAN"	14969	"Vancomycin"	"Glycopeptides"	"A07AA09,J01XA01,S01AA28"	"Other antibacterials"	"Glycopeptide antibacterials"	"va,van,vanc"	"vancocin,vancoled,vancomicina,vancomycine,vancomycinum"	2	"g"	2	"g"	"13586-3,13587-1,19000-9,20578-1,23615-8,25228-8,31012-8,39092-2,39796-8,39797-6,4089-9,4090-7,4091-5,4092-3,50938-0,523-1,524-9,525-6,526-4,59381-4,7059-9,92241-9,97657-1"
+"VAN"	14969	"Vancomycin"	"Glycopeptides"	"A07AA09,J01XA01,QA07AA09,QJ01XA01,QS01AA28,S01AA28"	"Other antibacterials"	"Glycopeptide antibacterials"	"va,van,vanc,vancom"	"vancocin,vancoled,vancomicina,vancomycine,vancomycinum"	2	"g"	2	"g"	"13586-3,13587-1,19000-9,20578-1,23615-8,25228-8,31012-8,39092-2,39796-8,39797-6,4089-9,4090-7,4091-5,4092-3,50938-0,523-1,524-9,525-6,526-4,59381-4,7059-9,92241-9,97657-1"
 "VAM"		"Vancomycin-macromethod"	"Glycopeptides"	"NA"			"NA"	"NA"					"NA"
 "VIO"	135398671	"Viomycin"	"Antimycobacterials"	"NA"			"NA"	"florimycin,floromycin,vioactane,viocin,viomicin,viomicina,viomycine,viomycinum"					"19001-7,23616-6,527-2,528-0,529-8,530-6"
 "VIR"	11979535	"Virginiamycine"	"Other antibacterials"	"NA"			"NA"	"NA"					"NA"
-"VOR"	71616	"Voriconazole"	"Antifungals/antimycotics"	"J02AC03"	"Antimycotics for systemic use"	"Triazole derivatives"	"vori,vrc"	"vfend,voriconazol,voriconazolum,voriconzole,vorikonazole"	0.4	"g"	0.4	"g"	"32379-0,35862-2,35863-0,38370-3,41199-1,41200-7,53902-3,73676-9,80553-1,80651-3"
-"XBR"	72144	"Xibornol"	"Other antibacterials"	"J01XX02"	"Other antibacterials"	"Other antibacterials"	"NA"	"bactacine,bracen,nanbacine,xibornolo,xibornolum"					"NA"
+"VOR"	71616	"Voriconazole"	"Antifungals/antimycotics"	"J02AC03,QJ02AC03"	"Antimycotics for systemic use"	"Triazole derivatives"	"vori,vorico,vrc"	"vfend,voriconazol,voriconazolum,voriconzole,vorikonazole"	0.4	"g"	0.4	"g"	"32379-0,35862-2,35863-0,38370-3,41199-1,41200-7,53902-3,73676-9,80553-1,80651-3"
+"XBR"	72144	"Xibornol"	"Other antibacterials"	"J01XX02,QJ01XX02"	"Other antibacterials"	"Other antibacterials"	"NA"	"bactacine,bracen,nanbacine,xibornolo,xibornolum"					"NA"
 "ZID"	77846445	"Zidebactam"	"Other antibacterials"	"NA"			"NA"	"zidebactamsalt"					"NA"
 "ZFD"		"Zoliflodacin"		"NA"			"NA"	"NA"					"NA"

data-raw/microorganisms.codes.md5

@@ -1 +1 @@
-85b172c713e3e5aed32dc760c337ec34
+986d5110a46bbf297ebaeb4dd5179fff

data-raw/read_EUCAST.R

@@ -283,7 +283,7 @@ for (i in 2:length(sheets_to_analyse)) {
         guideline_name = guideline_name
       )
     ),
-    error = function(e) message(e$message)
+    error = function(e) message(conditionMessage(e))
   )
 }
 

data-raw/sensititre_ab.R

@@ -0,0 +1,498 @@
+codes <- tibble::tribble(
+  ~code, ~name,
+  "ABT773",	"Abbott 773",
+  "AESCUL",	"Aesculin",
+  "AGMATI",	"Agmatine",
+  "AMDPEN",	"Amidinopenicillin subclass",
+  "AMICYC",	"Aminocyclitol class",
+  "AMIFLO",	"Amifloxacin",
+  "AMIGLY",	"Aminoglycoside class",
+  "AMIKAC",	"Amikacin",
+  "AMIPEN",	"Aminopenicillin subclass",
+  "AMOCL2",	"Amoxicillin/ Clav.Acid */2",
+  "AMOCL4",	"Amoxicillin/ Clav. Acid 4:1",
+  "AMOCLA",	"Amoxicillin/ Clavulanic Acid",
+  "AMOXIC",	"Amoxicillin",
+  "AMP100",	"Ampicillin 100 ug/ml",
+  "AMP200",	"Ampicillin 200 ug/ml",
+  "AMPHOT",	"Amphotericin B",
+  "AMPICI",	"Ampicillin",
+  "AMPSUL",	"Ampicillin/ Sulbactam",
+  "ANIDUL",	"Anidulafungin",
+  "ANSAMY",	"Rifabutin",
+  "ANSMYC",	"Ansamycin class",
+  "APALCI",	"Apalcillin",
+  "APOXIC",	"Apoxicillin",
+  "APRAMY",	"Apramycin",
+  "ARABIN",	"Arabinose",
+  "ARABIT",	"Arabitol",
+  "ARBEKA",	"Arbekacin",
+  "ARGINI",	"Arginine",
+  "ASPOXI",	"Aspoxicillin",
+  "ASTROM",	"Astromycin",
+  "AVILAM",	"Avilamycin",
+  "AZD256",	"AZD2563",
+  "AZITHR",	"Azithromycin",
+  "AZLOCI",	"Azlocillin",
+  "AZT1",	"Aztreonam 1 ug/ml",
+  "AZTREO",	"Aztreonam",
+  "BACAMP",	"Bacampicillin",
+  "BACITR",	"Bacitracin",
+  "BAMMYC",	"Bambermycin class",
+  "BAY12",	"BAY12-8039",
+  "BERBER",	"Berberine",
+  "BESIFL",	"Besifloxacin",
+  "BETA",	"Beta-lactamase",
+  "B",	"HAEM Beta-haemolysis",
+  "BIAPEN",	"Biapenem (L-627)",
+  "BLACT",	"Beta-lactam class",
+  "BLINHB",	"Beta-lactam Inhibitor class",
+  "B",	"MGLU B-Methyl Glucoside",
+  "CAPREO",	"Capreomycin",
+  "CAPRYL",	"Caprylic Acid",
+  "CARBAD",	"Carbadox",
+  "CARBAP",	"Carbapenem class",
+  "CARBEN",	"Carbenicillin",
+  "CARPEN",	"Carboxypenicillin subclass",
+  "CASPOF",	"Caspofungin",
+  "CATALA",	"Catalase",
+  "CCARB",	"Carbacephem subclass",
+  "CEFACL",	"Cefaclor",
+  "CEFADR",	"Cefadroxil",
+  "CEFAMA",	"Cefamandole",
+  "CEFATR",	"Cefatrizine",
+  "CEFAXE",	"Cefuroxime (axetil)",
+  "CEFAZE",	"Cefazedon",
+  "CEFAZO",	"Cefazolin",
+  "CEFBUP",	"Cefbuperazone",
+  "CEFCAP",	"Cefcapene",
+  "CEFCLA",	"Cefepime/ Clavulanic Acid",
+  "CEFCLI",	"Cefclidin",
+  "CEFDIN",	"Cefdinir",
+  "CEFDIT",	"Cefditoren",
+  "CEFEP4",	"Cefepime 4 ug/ml",
+  "CEFEPI",	"Cefepime",
+  "CEFETA",	"Cefetamet",
+  "CEFIXI",	"Cefixime",
+  "CEFMEN",	"Cefmenoxime",
+  "CEFMET",	"Cefmetazole",
+  "CEFMIN",	"Cefminox",
+  "CEFMTM",	"Cefmetamet",
+  "CEFO32",	"Cefotaxime 32 ug/ml",
+  "CEFONI",	"Cefonicid",
+  "CEFOPE",	"Cefoperazone",
+  "CEFORA",	"Ceforanide",
+  "CEFOSE",	"Cefoselis",
+  "CEFOTA",	"Cefotaxime",
+  "CEFOTE",	"Cefotetan",
+  "CEFOTI",	"Cefotiam",
+  "CEFOVE",	"Cefovecin",
+  "CEFOXI",	"Cefoxitin",
+  "CEFOZO",	"Cefozopran",
+  "CEFPAM",	"Cefpiramide",
+  "CEFPIM",	"Cefpimizole",
+  "CEFPOD",	"Cefpodoxime",
+  "CEFPOM",	"Cefpirome",
+  "CEFPRO",	"Cefprozil",
+  "CEFQUI",	"Cefquinome",
+  "CEFROX",	"Cefroxidime",
+  "CEFSUL",	"Cefsulodin",
+  "CEFTAR",	"Ceftaroline",
+  "CEFTAZ",	"Ceftazidime",
+  "CEFTER",	"Cefteram",
+  "CEFTEZ",	"Ceftezole",
+  "CEFTIB",	"Ceftibuten",
+  "CEFTIF",	"Ceftiofur",
+  "CEFTIX",	"Ceftioxadine",
+  "CEFTIZ",	"Ceftizoxime",
+  "CEFTOB",	"Ceftobiprole",
+  "CEFTRI",	"Ceftriaxone",
+  "CEFURO",	"Cefuroxime (sodium)",
+  "CEFUZO",	"Cefuzonam",
+  "CELLOB",	"Cellobiose",
+  "CEPALE",	"Cefalexin",
+  "CEPHAC",	"Cephacetril",
+  "CEPHAL",	"Cephalothin",
+  "CEPHAP",	"Cephapirin",
+  "CEPHEM",	"Cephem class",
+  "CEPHOR",	"Cephem (oral) class",
+  "CEPHPA",	"Cephem (parenteral) class",
+  "CEPHRA",	"Cephradine",
+  "CEPLOR",	"Cephaloridine",
+  "CHLORA",	"Chloramphenicol",
+  "CHLTET",	"Chlortetracycline",
+  "CI983",	"CI-983",
+  "CINOXA",	"Cinoxacin",
+  "CIPROF",	"Ciprofloxacin",
+  "CIPROP",	"CIPROP",
+  "CITRAT",	"Citrate",
+  "CLARYT",	"Clarithromycin",
+  "CLIN32",	"Clindamycin 32 ug/ml",
+  "CLINAF",	"Clinafloxacin",
+  "CLINDA",	"Clindamycin",
+  "CLISPE",	"Clindamycin/ Spectinomycin",
+  "CLOFAM",	"Clofazimine",
+  "CLOXAC",	"Cloxacillin",
+  "CMYC",	"Cephamycin subclass",
+  "COAGUL",	"Coagulase",
+  "COLFAZ",	"Colfazamine",
+  "COLIST",	"Colistin",
+  "COLMET",	"Colistimethate",
+  "COMBO",	"Combination class",
+  "CORAL",	"Cephem (oral) class",
+  "COUMER",	"Coumermycin",
+  "COXA",	"Oxacephem subclass",
+  "CPAREN",	"Cephem (parenteral) class",
+  "CPCA",	"Cond. Pyridone Carboxylic Acid class",
+  "CSPOR",	"Cephalosporin class",
+  "CSPOR1",	"Cephalosporin I-Generation subclass",
+  "CSPOR2",	"Cephalosporin II-Generation subclass",
+  "CSPOR3",	"Cephalosporin III-Generation subclass",
+  "CSPOR4",	"Cephalosporin IV-Generation subclass",
+  "CSPOR5",	"Cephalosporin V-Generation subclass",
+  "CYCLAC",	"Cyclacillin",
+  "CYCLOS",	"Cycloserine",
+  "DALBAV",	"Dalbavancin",
+  "DALFOP",	"Dalfopristin",
+  "DANOFL",	"Danofloxacin",
+  "DAPT25",	"Daptomycin 25mg/L Ca",
+  "DAPT50",	"Daptomycin 50mg/L Ca",
+  "DAPTOM",	"Daptomycin",
+  "DEMECY",	"Demeclocycline",
+  "DIBEKA",	"Dibekacin",
+  "DICLOX",	"Dicloxacillin",
+  "DIFLOX",	"Difloxacin",
+  "DIRITH",	"Dirithromycin",
+  "DORIPE",	"Doripenem",
+  "DOXYCY",	"Doxycycline",
+  "DTEST1",	"DTest1",
+  "DTEST2",	"DTest2",
+  "ENOXA",	"Enoxacin",
+  "ENROFL",	"Enrofloxacin",
+  "ERTAPE",	"Ertapenem",
+  "ERY32",	"Erythromycin 32 ug/ml",
+  "ERYSCH",	"Erythromycin/ Sulphachloropyrid",
+  "ERYSDI",	"Erythromycin/ Sulphadimethoxine",
+  "ERYSPE",	"Erythromycin/ Spectinomycin",
+  "ERYSUL",	"Erythromycin/ Sulfizoxazole",
+  "ERYTH",	"Erythromycin",
+  "ESBL",	"Extended spectrum beta-lactamase",
+  "ETHAMB",	"Ethambutol",
+  "ETHION",	"Ethionamide",
+  "FAROPE",	"Faropenem",
+  "FLAVOM",	"Flavomycin",
+  "FLEROX",	"Fleroxacin",
+  "FLOMOX",	"Flomoxef",
+  "FLORFE",	"Florfenicol",
+  "FLQUIN",	"Fluoroquinolone class",
+  "FLUCLO",	"Flucloxacillin",
+  "FLUCON",	"Fluconazole",
+  "FLUCYT",	"5-Flucytosine",
+  "FLUMEQ",	"Flumequine",
+  "FOPSUL",	"Cefoperazone/ Sulbactam",
+  "FOSFOM",	"Fosfomycin",
+  "FOSG6P",	"Fosfomycin + Glucose6Phosphate",
+  "FOSMYC",	"Fosfomycin class",
+  "FOSTRO",	"Fosfomycin-trometamol",
+  "FOT1",	"Cefotaxime 1 ug/ml",
+  "FOXSCR",	"Cefoxitin Screen Test",
+  "FPINHB",	"Folate Pathway Inhibitor class",
+  "FR1",	"FR1",
+  "FR10",	"FR10",
+  "FR12",	"FR12",
+  "FR13",	"FR13",
+  "FR14",	"FR14",
+  "FR15",	"FR15",
+  "FR16",	"FR16",
+  "FR17",	"FR17",
+  "FR18",	"FR18",
+  "FR19",	"FR19",
+  "FR20",	"FR20",
+  "FR21",	"FR21",
+  "FR22",	"FR22",
+  "FR23",	"FR23",
+  "FR24",	"FR24",
+  "FR25",	"FR25",
+  "FR26",	"FR26",
+  "FR27",	"FR27",
+  "FR28",	"FR28",
+  "FR29",	"FR29",
+  "FR3",	"FR3",
+  "FR30",	"FR30",
+  "FR31",	"FR31",
+  "FR32",	"FR32",
+  "FR5",	"FR5",
+  "FR6",	"FR6",
+  "FR7",	"FR7",
+  "FR8",	"FR8",
+  "FR9",	"FR9",
+  "FRAMYC",	"Framycetin",
+  "FRUCTO",	"Fructose",
+  "FURALT",	"Furaltadone",
+  "FURAZO",	"Furazolidone",
+  "FUSACI",	"Fusidic Acid",
+  "FUSIDA",	"Fusidate",
+  "GARENO",	"Garenoxacin",
+  "GARLIC",	"Garlic",
+  "GATIFL",	"Gatifloxacin",
+  "GE1000",	"Gentamicin 1000 ug/ml",
+  "GE2000",	"Gentamicin 2000 ug/ml",
+  "GEMIFL",	"Gemifloxacin",
+  "GEN128",	"Gentamicin 128 ug/ml",
+  "GEN500",	"Gentamicin 500 ug/ml",
+  "GENTA1",	"Gentamicin 1024 ug/ml",
+  "GENTAM",	"Gentamicin",
+  "GLUCOS",	"Glucose",
+  "GLYCER",	"Glycerol",
+  "GLYCO",	"Glycopeptide class",
+  "GREPAF",	"Grepafloxacin",
+  "HETACI",	"Hetacillin",
+  "HIPPUR",	"Hippurate hydrolysis",
+  "HODGE",	"Hodge Test",
+  "IB367",	"IB-367",
+  "IBAFLO",	"Ibafloxacin",
+  "ICLAPR",	"Iclaprim",
+  "IMIDAZ",	"Imidazole class",
+  "IMIP32",	"Imipenem 32 ug/ml",
+  "IMIPEN",	"Imipenem",
+  "INDOLE",	"Indole",
+  "INOSIT",	"Inositol",
+  "ISEPAM",	"Isepamycin",
+  "ISONIA",	"Isoniazid",
+  "ISOPEN",	"Isoxazolyl Penicillin subclass",
+  "ITRACO",	"Itraconazole",
+  "JOSAMY",	"Josamycin",
+  "KANAMY",	"Kanamycin",
+  "KETOCO",	"Ketoconazole",
+  "KETOLI",	"Ketolide class",
+  "LEVOFL",	"Levofloxacin",
+  "LINCOM",	"Lincomycin",
+  "LINCOS",	"Lincosamide class",
+  "LINEZO",	"Linezolid",
+  "LINFLO",	"Linopristin-Flopristin",
+  "LINNEO",	"Lincomycin/ Neomycin 2:1 ratio",
+  "LINSPE",	"Lincomycin/ Spectinomycin",
+  "LIPGLY",	"Lipoglycopeptide subclass",
+  "LIPOPE",	"Lipopeptide class",
+  "LOMEFL",	"Lomefloxacin",
+  "LORACA",	"Loracarbef",
+  "LYSINE",	"Lysine",
+  "MACCON",	"Growth on MacConkey",
+  "MACRO",	"Macrolide class",
+  "MALONA",	"Malonate",
+  "MALTOS",	"Maltose",
+  "MANNIT",	"Mannitol",
+  "MARBOF",	"Marbofloxacin",
+  "MECILL",	"Mecillinam",
+  "MEROPE",	"Meropenem",
+  "METHCY",	"Methacycline",
+  "METHIC",	"Methicillin",
+  "METRON",	"Metronidazole",
+  "MEZLO",	"Mezlocillin",
+  "MEZSUL",	"Mezlocillin/ Sulbactam",
+  "MICAFU",	"Micafungin",
+  "MICRON",	"Micronomycin",
+  "MIDEKA",	"Midekamycin",
+  "MINOCY",	"Minocycline",
+  "MONOBA",	"Monobactam class",
+  "MOTILI",	"Motility",
+  "MOXALA",	"Moxalactam",
+  "MOXIFL",	"Moxifloxacin",
+  "MUPIRO",	"Mupirocin",
+  "NAFCIL",	"Nafcillin",
+  "NALAC",	"Nalidixic Acid",
+  "NARASI",	"Narasin",
+  "NEGCTL",	"Negative Growth Control",
+  "NEOMYC",	"Neomycin",
+  "NETILM",	"Netilmicin",
+  "NFURAN",	"Nitrofuran class",
+  "NIMIDA",	"Nitroimidazole class",
+  "NIT16",	"Nitrofurantoin 16ul",
+  "NITFUR",	"Nitrofurazone",
+  "NITRAT",	"Nitrate",
+  "NITRO",	"Nitrofurantoin",
+  "NITSUL",	"Nitrofurantoin/ Sulphadrazine",
+  "NORFLO",	"Norfloxacin",
+  "NOVOBI",	"Novobiocin",
+  "NYSTAN",	"Nystantin",
+  "OFLOXA",	"Ofloxacin",
+  "OLAQUI",	"Olaquindox",
+  "OLEAND",	"Oleandomycin",
+  "OPTOCH",	"Optochin Sensitivity",
+  "ORBIFL",	"Orbifloxacin",
+  "ORITAV",	"Oritavancin",
+  "ORMSUL",	"Ormetoprim/ Sulphadimethoxine",
+  "ORNIST",	"Ornithine Spot Test",
+  "ORNITH",	"Ornithine",
+  "OXACIL",	"Oxacillin + 2% NaCl",
+  "OXAZOL",	"Oxazolidinone class",
+  "OXIDAS",	"Oxidase",
+  "OXOACI",	"Oxolinic Acid",
+  "OXTSCH",	"Oxytet/Tylosin Tar/Sulphachlor",
+  "OXTSDI",	"Oxytet/Tylosin Tar/Sulphadimet",
+  "OXYCEP",	"Oxyimino Cephalosporin subclass",
+  "OXYSCH",	"Oxytetracycline/ Sulphachloropy",
+  "OXYTET",	"Oxytetracycline",
+  "PASRAA",	"Para-aminosalicylic acid",
+  "PEN003",	"Penicillin 0.03ug",
+  "PENCIL",	"Penicillin class",
+  "PENIC8",	"Penicillin 8 ug/ml",
+  "PENICA",	"Penicillin 1-2-8 ug/ml",
+  "PENICI",	"Penicillin",
+  "PENMEN",	"Penicillin(meningitis)",
+  "PENNME",	"Penicillin(nonmeningitis)",
+  "PENNOV",	"Penicillin/ Novobiocin",
+  "PENORA",	"Penicillin (Oral)",
+  "PENSCH",	"Penicillin/ Sulphachloropyridaz",
+  "PENSTR",	"Penicillin/ Streptomycin",
+  "PERFLO",	"Perfloxacin",
+  "PHENIC",	"Phenicol class",
+  "PHEPEN",	"Phenoxymethylpenicillin",
+  "PIGMEN",	"Pigment",
+  "PIPACI",	"Pipemidic Acid",
+  "PIPERA",	"Piperacillin",
+  "PIPTAZ",	"Piperacillin/ Tazobactam",
+  "PIRLIM",	"Pirlimycin",
+  "PIVMEC",	"Pivmecillinam",
+  "PLUERO",	"Plueromutilin class",
+  "POD4",	"Cefpodoxime 4 ug/ml",
+  "PODCLA",	"Cefpodoxime/ Clavulanic Acid",
+  "POLION",	"Polyether Ionophore class",
+  "POLPEP",	"Polypeptide class",
+  "POLYB",	"Polymyxin B",
+  "POSACO",	"Posaconazole",
+  "POSCTL",	"Positive Growth Control",
+  "PREMAF",	"Premafloxacin",
+  "PRISTI",	"Pristinamycin",
+  "PSPEN",	"Penicillinase-stable Penicillin class",
+  "PYRUVA",	"Pyruvate",
+  "QUIN",	"Quinolone class",
+  "QUINOL",	"Quinolones",
+  "QUINS1",	"Quinolones subclass 1",
+  "QUINUP",	"Quinupristin",
+  "R28965",	"RU 28965",
+  "RAFFIN",	"Raffinose",
+  "RAMOPL",	"Ramoplanin",
+  "RAVUCO",	"Ravuconazole",
+  "RAZUPE",	"Razupenem",
+  "RHAMNO",	"Rhamnose",
+  "RIFAMP",	"Rifampin",
+  "RIFMYC",	"Rifamycin class",
+  "ROKITA",	"Rokitamycin",
+  "ROXITH",	"Roxithromycin",
+  "S21420",	"Schering 21420",
+  "S21561",	"Schering 21561",
+  "S21562",	"Schering 21562",
+  "S22591",	"Schering 22591",
+  "S29482",	"Schering 29482",
+  "S29486",	"Schering 29486",
+  "S34343",	"Schering 34343",
+  "S38609",	"Schering 38609",
+  "SALCTL",	"Positive Control +2% NaCl",
+  "SALINO",	"Salinomycin",
+  "SANFET",	"Sanfetrinem",
+  "SARAFL",	"Sarafloxacin",
+  "SB2LB2",	"SB265805/ LB20304",
+  "SBQLO",	"SB265805",
+  "SDIMET",	"Sulphadimethoxine",
+  "SIPRAM",	"Sipramycin",
+  "SISOMY",	"Sisomycin",
+  "SITAFL",	"Sitafloxacin",
+  "SORBIT",	"Sorbitol",
+  "SPARFL",	"Sparfloxacin",
+  "SPECT",	"Spectinomycin",
+  "SPIRAM",	"Spiramycin",
+  "ST1000",	"Streptomycin 1000 ug/ml",
+  "ST2000",	"Streptomycin 2000 ug/ml",
+  "STREPT",	"Streptomycin",
+  "STRGRA",	"Streptogramin class",
+  "SUCROS",	"Sucrose",
+  "SULAMI",	"Sulfonamide subclass",
+  "SULBAC",	"Sulbactam",
+  "SULBEN",	"Sulbenicillin",
+  "SULCHL",	"Sulphachloropyridazine",
+  "SULDIA",	"Sulphadiazine",
+  "SULDIM",	"Sulphadimidine",
+  "SULFAM",	"Sulphamethoxazole",
+  "SULFIZ",	"Sulfisoxazole",
+  "SULMET",	"Sulphamethazine",
+  "SULOPE",	"Sulopenem",
+  "SULTHI",	"Sulphathiazole",
+  "SULTOS",	"Sultamicillin Tosilate",
+  "SYNERC",	"Quinupristin/dalfopristin",
+  "TANNAL",	"Tannalbit",
+  "TAXCLA",	"Cefotaxime/clavulanic acid",
+  "TAXMEN",	"Cefotaxime (meningitis)",
+  "TAXNME",	"Cefotaxime (nonmeningitis)",
+  "TAZCLA",	"Ceftazidime/clavulanic acid",
+  "TAZOBA",	"Tazobactam",
+  "TDA",	"TDA",
+  "TEICOP",	"Teicoplanin",
+  "TELAVA",	"Telavancin",
+  "TELITH",	"Telithromycin",
+  "TEMAFL",	"Temafloxacin",
+  "TEMOCI",	"Temocillin",
+  "TETCYC",	"Tetracycline class",
+  "TETRA",	"Tetracycline",
+  "THIAPH",	"Thiaphenicol",
+  "TIAMUL",	"Tiamulin",
+  "TICARC",	"Ticarcillin",
+  "TICCLA",	"Ticarcillin/ Clavulanic Acid",
+  "TIGECY",	"Tigecycline",
+  "TILMIC",	"Tilmicosin",
+  "TOBRAM",	"Tobramycin",
+  "TOSUFL",	"Tosufloxacin",
+  "TREHAL",	"Trehalose",
+  "TRIBR",	"Trimethoprim/ Sulphadiazine",
+  "TRICLA",	"Ceftriaxone/clavulanic acid",
+  "TRIM",	"Trimethoprim",
+  "TRIMEN",	"Ceftriaxone (meningitis)",
+  "TRINME",	"Ceftriaxone (nonmeningitis)",
+  "TRISUL",	"Trimethoprim/ Sulphamethoxazole",
+  "TROSPE",	"Trospectinomycin",
+  "TROVAF",	"Trovafloxacin",
+  "TULATH",	"Tulathromycin",
+  "TYLO",	"Tylosin (Tartrate/ Base)",
+  "UNDECA",	"Undecanoic Acid",
+  "UREA",	"Urea",
+  "UREPEN",	"Ureidopenicillin subclass",
+  "UVAURS",	"Uva Ursa",
+  "VANCOM",	"Vancomycin",
+  "VIRGIN",	"Virginiamycin",
+  "VORICO",	"Voriconazole",
+  "W49373",	"Win 49373-3",
+  "W49548",	"Win 49548-2A",
+  "W51692",	"Win 51692",
+  "XYLOSE",	"Xylose",
+  "YELPIG",	"Yellow Pigment"
+)
+
+codes$name <- gsub("Apoxi", "Aspoxi", codes$name)
+
+codes$name_gen <- generalise_antibiotic_name(codes$name)
+
+codes$ab_name <- ab_name(codes$name_gen)
+
+
+codes$lev <- unlist(Map(f = function(a, b) {
+  as.double(utils::adist(a, b,
+                         ignore.case = FALSE,
+                         fixed = TRUE,
+                         costs = c(insertions = 5, deletions = 1, substitutions = 10),
+                         counts = FALSE
+  ))
+}, codes$name_gen, generalise_antibiotic_name(codes$ab_name), USE.NAMES = FALSE))
+
+codes$lev_pct <- codes$lev / nchar(codes$name)
+
+View(codes)
+
+import <- codes |> filter(lev <= 10 | name_gen == "PENICILLIN") |> as_tibble() |> mutate(ab = as.ab(ab_name, fast_mode = TRUE))
+
+for (i in seq_len(NROW(import))) {
+  # put them in the abbreviations
+  abbr <- antimicrobials[which(antimicrobials$ab == import$ab[i]), "abbreviations"][[1]]
+  new_abbr <- c(abbr[[1]], import$code[i])
+  new_abbr <- new_abbr[!is.na(new_abbr)]
+  antimicrobials[which(antimicrobials$ab == import$ab[i]), "abbreviations"][[1]] <- list(new_abbr)
+}

data-raw/translations.tsv

@@ -1,323 +1,332 @@
-pattern	regular_expr	case_sensitive	affect_ab_name	affect_mo_name	zh	cs	da	nl	fi	fr	de	el	it	ja	no	pl	pt	ro	ru	es	sv	tr	uk
-language name English	FALSE	FALSE	FALSE	FALSE	Chinese	Czech	Danish	Dutch	Finnish	French	German	Greek	Italian	Japanese	Norwegian	Polish	Portuguese	Romanian	Russian	Spanish	Swedish	Turkish	Ukrainian
-language name	FALSE	FALSE	FALSE	FALSE	汉语	Čeština	Dansk	Nederlands	Suomi	Français	Deutsch	Ελληνικά	Italiano	日本語	Norsk	Polski	Português	Română	Русский	Español	Svenska	Türkçe	Українська
-Coagulase-negative Staphylococcus	TRUE	TRUE	FALSE	TRUE	凝固酶阴性葡萄球菌	Koaguláza-negativní stafylokok	Koagulase-negative stafylokokker	Coagulase-negatieve Staphylococcus	Koagulaasinegatiivinen stafylokokki	Staphylococcus à coagulase négative	Koagulase-negative Staphylococcus	Σταφυλόκοκκος με αρνητική πηκτικότητα	Staphylococcus negativo coagulasi	コアグラーゼ陰性ブドウ球菌	Koagulase-negative stafylokokker	Staphylococcus koagulazoujemny	Staphylococcus coagulase negativo	Stafilococ coagulazo-negativ	Коагулазоотрицательный стафилококк	Staphylococcus coagulasa negativo	Koagulasnegativa stafylokocker	Koagülaz-negatif Stafilokok	Коагулазонегативний стафілокок
-Coagulase-positive Staphylococcus	TRUE	TRUE	FALSE	TRUE	凝固酶阳性葡萄球菌	Koagulázopozitivní stafylokok	Koagulase-positive stafylokokker	Coagulase-positieve Staphylococcus	Koagulaasipositiivinen stafylokokki	Staphylococcus à coagulase positif	Koagulase-positive Staphylococcus	Σταφυλόκοκκος θετικός στην πήξη	Staphylococcus positivo coagulasi	コアグラーゼ陽性ブドウ球菌	Koagulase-positive stafylokokker	Staphylococcus koagulazo-dodatni	Staphylococcus coagulase positivo	Stafilococul coagulazo-pozitiv	Коагулазоположительный стафилококк	Staphylococcus coagulasa positivo	Koagulaspositiva stafylokocker	Koagülaz-pozitif Stafilokok	Коагулазопозитивний стафілокок
-Beta-haemolytic Streptococcus	TRUE	TRUE	FALSE	TRUE	β-溶血性链球菌	Beta-hemolytický streptokok	Beta-haemolytiske streptokokker	Beta-hemolytische Streptococcus	Beeta-hemolyyttinen streptokokki	Streptococcus Bêta-hémolytique	Beta-hämolytischer Streptococcus	Β-αιμολυτικός στρεπτόκοκκος	Streptococcus Beta-emolitico	ベータ溶血性レンサ球菌	Beta-hemolytiske streptokokker	Streptococcus beta-hemolityczny	Streptococcus Beta-hemolítico	Streptococ beta-hemolitic	Бета-гемолитический стрептококк	Streptococcus Beta-hemolítico	Beta-hemolytiska streptokocker	Beta-hemolitik Streptokok	Бета-гемолітичний стрептокок
-unknown Gram-negatives	TRUE	TRUE	FALSE	TRUE	不明革兰氏阴性菌	neznámé gramnegativní	ukendte Gram-negative	onbekende Gram-negatieven	tuntemattomat gramnegatiiviset	Gram négatifs inconnus	unbekannte Gramnegativen	άγνωστοι αρνητικοί κατά Gram	Gram negativi sconosciuti	不明なグラム陰性菌	ukjent Gram-negative	Nieznane bakterie Gram-ujemne	Gram negativos desconhecidos	Gram-negative necunoscute	неизвестные грамотрицательные	Gram negativos desconocidos	okända gramnegativa bakterier	bilinmeyen Gram-negatifler	невідомі грамнегативні
-unknown Gram-positives	TRUE	TRUE	FALSE	TRUE	不明革兰氏阳性菌	neznámé grampozitivní	ukendte Gram-positive	onbekende Gram-positieven	tuntemattomat grampositiiviset	Gram positifs inconnus	unbekannte Grampositiven	άγνωστοι θετικοί κατά Gram	Gram positivi sconosciuti	未知のグラム陽性菌	ukjent Gram-positive	Nieznane bakterie Gram-dodatnie	Gram positivos desconhecidos	Gram-pozitive necunoscute	неизвестные грамположительные	Gram positivos desconocidos	okända Gram-positiva	bilinmeyen Gram-pozitifler	невідомі грампозитивні
-unknown anaerobic Gram-negatives	TRUE	FALSE	FALSE	FALSE	未知的厌氧革兰氏阴性菌	Neznámé anaerobní Gram-negativní bakterie	Ukendte anaerobe Gram-negative	Onbekende anaerobe Gram-negatieven	Tuntemattomat anaerobiset gramnegatiivit	Anaérobies à Gram négatif inconnues	Unbekannte anaerobe Gram-negative	Άγνωστοι αναερόβιοι Gram-αρνητικοί	Sconosciuti anaerobi Gram-negativi	未知の嫌気性グラム陰性菌	Ukjente anaerobe Gram-negative	Nieznane beztlenowe Gram-ujemne	Anaeróbios Gram-negativos desconhecidos	Necunoscuți anaerobi Gram-negativi	Некоторые анаэробные Грам-отрицательные	Desconocidos anaerobios Gram-negativos	Okända anaeroba gramnegativa	Bilinmeyen anaerobik Gram-negatif	Невідомі анаеробні Грам-негативні
-unknown anaerobic Gram-positives	TRUE	FALSE	FALSE	FALSE	未知的厌氧革兰氏阳性菌	Neznámé anaerobní Gram-pozitivní bakterie	Ukendte anaerobe Gram-positive	Onbekende anaerobe Gram-positieven	Tuntemattomat anaerobiset grampositiiviset	Anaérobies à Gram positif inconnues	Unbekannte anaerobe Gram-positive	Άγνωστοι αναερόβιοι Gram-θετικοί	Sconosciuti anaerobi Gram-positivi	未知の嫌気性グラム陽性菌	Ukjente anaerobe Gram-positive	Nieznane beztlenowe Gram-dodatnie	Anaeróbios Gram-positivos desconhecidos	Necunoscuți anaerobi Gram-pozitivi	Некоторые анаэробные Грам-положительные	Desconocidos anaerobios Gram-positivos	Okända anaeroba grampositiva	Bilinmeyen anaerobik Gram-pozitif	Невідомі анаеробні Грам-позитивні
-unknown protozoan	TRUE	TRUE	FALSE	TRUE	未知原生动物	neznámý prvok	ukendt protozo	onbekend protozoön	tuntematon alkueläin	protozoaire inconnu	unbekanntes Protozoon	άγνωστο πρωτόζωο	protozoo sconosciuto	未知の原生動物	ukjent protozo	nieznany pierwotniak	protozoário desconhecido	protozoar necunoscut	неизвестное простейшее	protozoo desconocido	okänd protozo	bilinmeyen protozoa	невідоме найпростіше
-unknown fungus	TRUE	TRUE	FALSE	TRUE	未知真菌	neznámé houby	ukendt svamp	onbekende schimmel	tuntematon sieni	champignon inconnu	unbekannter Pilze	άγνωστος μύκητας	fungo sconosciuto	未知真菌	ukjent sopp	Nieznany grzyb	fungo desconhecido	ciuperci necunoscute	неизвестный грибок	hongo desconocido	Okänd svamp	bilinmeyen mantar	невідомий гриб
-unknown yeast	TRUE	TRUE	FALSE	TRUE	未知酵母菌	neznámé kvasinky	ukendt gær	onbekende gist	tuntematon hiiva	levure inconnue	unbekannte Hefe	άγνωστος ζυμομύκητας	lievito sconosciuto	未知酵母	ukjent gjær	Nieznany drożdżak	levedura desconhecida	drojdie necunoscută	неизвестные дрожжи	levadura desconocida	Okänd jäst	bilinmeyen maya	невідомі дріжджі
-unknown name	TRUE	TRUE	FALSE	TRUE	不明名称	neznámý název	ukendt navn	onbekende naam	tuntematon nimi	nom inconnu	unbekannte Name	άγνωστο όνομα	nome sconosciuto	名称未知	ukjent navn	nieznana nazwa	nome desconhecido	nume necunoscut	неизвестное название	nombre desconocido	okänt namn	bilinmeyen isim	невідома назва
-unknown kingdom	TRUE	TRUE	FALSE	TRUE	未知王国	neznámá říše	ukendt kongerige	onbekend koninkrijk	tuntematon valtakunta	règme inconnu	unbekanntes Reich	άγνωστο βασίλειο	regno sconosciuto	未知の王国	ukjent rike	nieznane królestwo	reino desconhecido	regn necunoscut	неизвестное царство	reino desconocido	okänt rike	bilinmeyen krallık	невідоме царство
-unknown phylum	TRUE	TRUE	FALSE	TRUE	未知门	neznámý fylém	ukendt stamme	onbekend fylum	tuntematon kantasuku	embranchement inconnu	unbekannter Stamm	άγνωστο φύλο	phylum sconosciuto	未知の門	ukjent fylum	nieznany azyl	filo desconhecido	phylum necunoscut	неизвестный филум	filo desconocido	okänt fylum	bilinmeyen filum	невідомий відділ
-unknown class	TRUE	TRUE	FALSE	TRUE	未知类	neznámá třída	ukendt klasse	onbekende klasse	tuntematon luokka	classe inconnue	unbekannte Klasse	άγνωστη τάξη	classe sconosciuta	未知のクラス	ukjent klasse	Nieznana klasa	classe desconhecida	clasă necunoscută	неизвестный класс	clase desconocida	okänd klass	bilinmeyen sınıf	невідомий клас
-unknown order	TRUE	TRUE	FALSE	TRUE	未知目	neznámý řád	ukendt orden	onbekende orde	tuntematon järjestys	ordre inconnu	unbekannte Ordnung	άγνωστη τάξη	ordine sconosciuto	未知の目	ukjent orden	nieznany rząd	ordem desconhecido	ordin necunoscut	неизвестный порядок	orden desconocido	okänd ordning	bilinmeyen sipariş	невідомий порядок
-unknown family	TRUE	TRUE	FALSE	TRUE	未知科	neznámá čeleď	ukendt familie	onbekende familie	tuntematon perhe	famille inconnue	unbekannte Familie	άγνωστη οικογένεια	famiglia sconosciuta	未知ファミリー	ukjent familie	nieznana rodzina	família desconhecida	familie necunoscută	неизвестное семейство	familia desconocida	okänd familj	bilinmeyen aile	невідома родина
-unknown genus	TRUE	TRUE	FALSE	TRUE	未知属	neznámý rod	ukendt slægt	onbekend geslacht	tuntematon suku	genre inconnu	unbekannte Gattung	άγνωστο γένος	genere sconosciuto	未知属	ukjent slekt	nieznany rodzaj	gênero desconhecido	gen necunoscut	неизвестный род	género desconocido	okänt släkte	bilinmeyen cins	невідомий рід
-unknown species	TRUE	TRUE	FALSE	TRUE	未知种	neznámý druh	ukendt art	onbekende soort	tuntematon laji	espèce inconnue	unbekannte Art	άγνωστο είδος	specie sconosciute	未知種	ukjent art	nieznany gatunek	espécies desconhecida	specie necunoscută	неизвестный вид	especie desconocida	okänd art	bilinmeyen türler	невідомий вид
-unknown subspecies	TRUE	TRUE	FALSE	TRUE	未知亚种	neznámý poddruh	ukendt underart	onbekende ondersoort	tuntematon alalaji	sous-espèce inconnue	unbekannte Unterart	άγνωστο υποείδος	sottospecie sconosciute	亜種不明	ukjent underart	nieznany podgatunek	subespécies desconhecida	subspecie necunoscută	неизвестный подвид	subespecie desconocida	okänd underart	bilinmeyen alt türler	невідомий підвид
-unknown rank	TRUE	TRUE	FALSE	TRUE	未知等级	neznámý stupeň	ukendt rang	onbekende rang	tuntematon sukuluokka	rang inconnu	unbekannter Rang	άγνωστη τάξη	grado sconosciuto	未知ランク	ukjent rang	nieznany stopień	classificação desconhecido	rang necunoscut	неизвестный ранг	rango desconocido	okänd rang	bilinmeyen rütbe	невідомий ранг
-unknown	FALSE	TRUE	FALSE	FALSE	未知	neznámý	ukendt	onbekend	tuntematon	inconnu	unbekannt	άγνωστο	sconosciuto	未知	ukjent	nieznany	desconhecido	necunoscut	неизвестно	desconocido	okänd	bilinmiyor	невідомий
- group 	TRUE	TRUE	FALSE	TRUE	 组 	 skupina 	 gruppe 	 groep 	 ryhmä 	 groupe 	 Gruppe 	 ομάδα 	 gruppo 	 グループ	 gruppe 	 grupa 	 grupo 	 grup 	 группа 	 grupo 	 grupp 	 Grup 	 група
- Group 	TRUE	TRUE	FALSE	TRUE	 组 	 Skupina 	 Gruppe 	 groep 	 Ryhmä 	 groupe 	 Gruppe 	 Ομάδα 	 Gruppo 	 グループ	 Gruppe 	 Grupa 	 Grupo 	 Grup 	 Группа 	 Grupo 	 Grupp 	 Grup 	 Група
-CoNS	FALSE	TRUE	FALSE	TRUE		KNS	KNS	CNS	KNS		KNS	CoNS		グラム陰性	KNS	CoNS		SCN	КОС	SCN	KNS	KNS	КНС
-CoPS	FALSE	TRUE	FALSE	TRUE		KPS	KPS	CPS	KPS		KPS	CoPS		グラム陽性	KPS	CoPS		SCP	КПС	SCP	KPS	KPS	КПС
-Gram-negative	TRUE	TRUE	FALSE	FALSE	革兰氏阴性	Gramnegativní	Gram-negativ	Gram-negatief	Gramnegatiiviset	Gram négatif	Gramnegativ	Αρνητικό κατά Gram	Gram negativo	^細菌$	Gram-negativ	Gram-ujemne	Gram negativo	Gram-negativ	Грамотрицательные	Gram negativo	Gram-negativ	Gram-negatif	Грамнегативні
-Gram-positive	TRUE	TRUE	FALSE	FALSE	革兰氏阳性	Grampozitivní	Gram-positiv	Gram-positief	Gram-positiiviset	Gram positif	Grampositiv	Θετικό κατά Gram	Gram positivo	^真菌$	Gram-positive	Gram-dodatnie	Gram positivo	Gram-pozitiv	Грамположительные	Gram positivo	Gram-positiv	Gram-pozitif	Грампозитивні
-^Bacteria$	TRUE	TRUE	FALSE	FALSE	细菌	Bakterie	Bakterier	Bacteriën	Bakteerit	Bactéries	Bakterien	Βακτήρια	Batteri	酵母	Bakterier	Bakterie	Bactérias	Bacterii	Бактерии	Bacterias	Bakterier	Bakteri	Бактерії
-^Fungi$	TRUE	TRUE	FALSE	FALSE	真菌	Houby	Støbeforme	Schimmels	Sienet	Champignons	Pilze	Μύκητες	Funghi	原生動物	Sopp	Grzyby	Fungos	Ciuperci	Грибы	Hongos	Svampar	Mantarlar	Гриби
-^Yeasts$	TRUE	TRUE	FALSE	FALSE	酵母菌	Kvasinky	Gær	Gisten	Hiivat	Levures	Hefen	Ζυμομύκητες	Lieviti	バイオグループ	Gjærsopp	Drożdże	Leveduras	Drojdii	Животные	Levaduras	Jästdjur	Mayalar	Дріжджі
-^Protozoa$	TRUE	TRUE	FALSE	FALSE	^原生动物$	Prvoci	Protozoer	Protozoën	Alkueläimet	Protozoaires	Protozoen	Πρωτόζωα	Protozoi	生物型	Protozoer	Protozoa	Protozoários	Protozoare	Протозоа	Protozoarios	Protozoer	Protozoa	Найпростіші
-biogroup	TRUE	TRUE	FALSE	FALSE	生物群	bioskupina	biogruppe	biogroep	Bioryhmä	biogroupe	Biogruppe	βιοομάδα	biogruppo	植物型	biogruppe	biogrupa	biogrupo	biogrupul	биогруппа	biogrupo	biogrupp	biyogrup	біогрупа
-biotype	TRUE	TRUE	FALSE	FALSE	生物型	biotyp	biotype		biotyyppi		Biotyp	βιότυπος	biotipo	([([ ]*?))) グループ	biotype	biotyp	biótipo	biotip	биотип	biotipo	biotyp	biyotip	біотип
-vegetative	TRUE	TRUE	FALSE	FALSE	无性系	vegetativní	vegetativ	vegetatief	kasvullinen	végétatif	vegetativ	βλαστικός	vegetativo	([[ ]*?)グループ	vegetativ	wegetatywna	vegetativo	vegetativ	вегетативный	vegetativo	vegetativ	vejetatif	вегетативний
-([([ ]*?)group	TRUE	TRUE	FALSE	FALSE	([([]*?)组	\\1skupina	\\1gruppe	\\1groep	\\1ryhmä	\\1groupe	\\1Gruppe	([([ ]*?)ομάδα	\\1gruppo	\\1グループ	\\1gruppe	([([ ]*?)grupa	\\1grupo	\\1grup	\\1группа	\\1grupo	\\1grupp	([([ ]*?)grup	\\1група
-([([ ]*?)Group	TRUE	TRUE	FALSE	FALSE	([([]*?)组	\\1Skupina	\\1Gruppe	\\1Groep	\\1Ryhmä	\\1Groupe	\\1Gruppe	([([ ]*;)ομάδα	\\1Gruppo	\\1グループ	\\1Gruppe	([([ ]*?)Grupa	\\1Grupo	\\1Grup	\\1Группа	\\1Grupo	\\1Grupp	([([ ]*?)Grup	\\1Група
-no .*growth	FALSE	FALSE	FALSE	FALSE	无.*生长	žádný .*růst	ingen .*vækst	geen .*groei	ei .*kasvua	pas .*croissance	keine(|n|m|r|s)|nicht .*wachstum	όχι .*αύξηση	sem .*crescimento	成長なし	nei .*vekst	brak .*wzrostu	sem .*crescimento	fără creștere	отсутствие.*роста	no .*crecimientonon	ingen .*tillväxt	büyüme yok	відсутність .*росту
-no|not	FALSE	FALSE	FALSE	FALSE	不|不	ne	nej|ikke	geen|niet	ei	non	keine?	no|not	sem	no|ない	nei|ikke	nie|nie	sem	nu	нет?	no|sin	nej|inte	hayır|değil|hayir|degil	ні
-Intermediate	TRUE	FALSE	FALSE	FALSE	中级	Meziprodukt	Mellemliggende	Intermediair	Väliaikainen	Intermédiaire	Mittlere	Ενδιάμεση	Intermedio	中間体	Mellomliggende	Pośrednia	Intermediário	Intermediar	Проміжний	Intermedio	Mellanliggande	Orta seviye	Знижена чутливість
-Susceptible, incr. exp.	FALSE	TRUE	FALSE	FALSE	易感，暴露增加	Vnímavý, zvýšená expozice	Modtagelig, øget eksponering	Gevoelig bij verhoogde blootstelling	Altis, lisääntynyt altistuminen	Sensible, exposition accrue	Empfindlich, erhöhte Belastung	Ευάλωτος, αυξημένη έκθεση	Sensibile, esposizione aumentata	感受性、曝露量増加	Mottakelig, økt eksponering	Podatne, zwiększone narażenie	Suscetível, exposição aumentada	Susceptibil, expunere crescută	Чутливий, підвищена експозиція	Susceptible, mayor exposición	Mottaglig, ökad exponering	Duyarlı, artmış maruziyet	Чутливий до підвищеної експозиції
-susceptible, incr. exp.	FALSE	TRUE	FALSE	FALSE	易感，接触增加	Vnímavý, zvýšená expozice	Modtagelig, øget eksponering	Gevoelig bij verhoogde blootstelling	Altis, lisääntynyt altistuminen	Sensible, exposition accrue	Empfindlich, erhöhte Belastung	Ευαίσθητος, αυξημένη έκθεση	Sensibile, esposizione aumentata	影響を受けやすい、露出が増える	Mottakelig, økt eksponering	Podatne, zwiększone narażenie	Suscetível, exposição aumentada	Susceptibil, expunere crescută	Чутливий, підвищена експозиція	Susceptible, mayor exposición	Mottaglig, ökad exponering	Duyarlı, artmış maruziyet	Чутливий до підвищеної експозиції
-Susceptible	TRUE	FALSE	FALSE	FALSE	易受影响	Vnímavý	Modtagelig	Gevoelig	Altis	Sensible	Empfindlich	Ευαίσθητο	Sensibile	影響を受けやすい	Mottakelig	Podatny	Suscetível	Susceptibil	Чутливий	Susceptible	Mottaglig	Duyarlı	Чутливий
-Incr. exposure	TRUE	FALSE	FALSE	FALSE	暴露增加	Zvýšená expozice	Øget eksponering	Verhoogde blootstelling	Lisääntynyt altistuminen	Exposition accrue	Erhöhte Belastung	Αυξημένη έκθεση	Esposizione aumentata	曝露量増加	Økt eksponering	Większe narażenie	Exposição aumentada	Expunere crescută	Підвищена експозиція	Mayor exposición	Ökad exponering	Artmış maruziyet	Підвищена експозиція
-Resistant	TRUE	FALSE	FALSE	FALSE	耐药性	Rezistentní	Resistent	Resistent	Kestävä	Résistant	Resistent	Ανθεκτικός	Resistente	耐性	Resistent	Odporny	Resistente	Rezistent	Стійкий	Resistente	Resistent	Dayanıklı	Стійкий
-Non-interpretable	TRUE	FALSE	FALSE	FALSE	无法解释	Nelze interpretovat	Ufortolkelig	Niet interpreteerbaar	Ei tulkittavissa	Non interprétable	Nicht interpretierbar	Μη ερμηνεύσιμο	Non interpretabile	解釈不可	Utolkelig ikke	Niemożliwe do interpretacji	Não interpretável	Neinterpretabil	Непереводимо	No interpretable	Inte tolkningsbar	Yorumlanamaz	Непридатний до інтерпретації
-antibiotic	TRUE	TRUE	FALSE	FALSE	抗生素	antibiotikum	antibiotikum	antibioticum	antibiootti	antibiotique	Antibiotikum	αντιβιοτικό	antibiotico	抗生物質	Antibiotikum	antybiotyk	antibiótico	antibiotic	антибиотик	antibiótico	antibiotika	Antibiyotik	антибіотик
-Antibiotic	TRUE	TRUE	FALSE	FALSE	抗生素	Antibiotikum	Antibiotikum	Antibioticum	Antibiootti	Antibiotique	Antibiotikum	Αντιβιοτικό	Antibiotico	抗生物質	Antibiotikum	Antybiotyk	Antibiótico	Antibiotic	Антибиотик	Antibiótico	Antibiotika	Antibiyotik	Антибіотик
-Drug	TRUE	TRUE	FALSE	FALSE	药物	Lék	Lægemiddel	Middel	Lääke	Médicament	Medikament	Φάρμακο	Droga	薬剤	Legemiddel	Lek	Droga	Medicament	Лекарство	Fármaco	Läkemedel	İlaç	Лікарський засіб
-drug	TRUE	TRUE	FALSE	FALSE	药物	lék	lægemiddel	middel	lääke	médicament	Medikament	φάρμακο	droga	薬剤	legemiddel	lek	droga	medicament	лекарство	fármaco	läkemedel	İlaç	лікарський засіб
-Frequency	FALSE	TRUE	FALSE	FALSE	使用频率	Frekvence	Frekvens	Aantal	Frekvenssi	Fréquence	Zahl	Συχνότητα	Frequenza	頻度	Hyppighet	Częstotliwość	Frequência	Frecvență	Частота	Frecuencia	Frekvens	Frekans	Частота
-Minimum Inhibitory Concentration (mg/L)	FALSE	FALSE	FALSE	FALSE	最小抑菌浓度(mg/L)	Minimální inhibiční koncentrace (mg/l)	Mindste hæmmende koncentration (mg/L)	Minimale inhiberende concentratie (mg/L)	Pienin estävä pitoisuus (mg/l)	Concentration minimale inhibitrice (mg/L)	Minimale Hemm-Konzentration (mg/L)	Ελάχιστη ανασταλτική συγκέντρωση (mg/L)	Concentrazione minima inibitoria (mg/L)	最小発育阻止濃度(mg/L)	Minste hemmende konsentrasjon (mg/L)	Minimalne stężenie hamujące (mg/L)	Concentração Inibitória Mínima (mg/L)	Concentrația minimă inhibitorie (mg/L)	Минимальная ингибирующая концентрация (мг/л)	Concentración mínima inhibitoria (mg/L)	Minsta hämmande koncentration (mg/L)	Minimum İnhibitör Konsantrasyon (mg/L)	Мінімальна інгібуюча концентрація (мг/мл)
-Disk diffusion diameter (mm)	FALSE	FALSE	FALSE	FALSE	磁盘扩散直径(mm)	Diskový difuzní průměr (mm)	Diskdiffusionsdiameter (mm)	Diameter diskzone (mm)	Levyn diffuusion halkaisija (mm)	Diamètre de diffusion en disque (mm)	Durchmesser der Scheibenzone (mm)	Διάμετρος διάχυσης δίσκου (mm)	Diametro di diffusione del disco (mm)	ディスク拡散径(mm)	Diskdiffusjonsdiameter (mm)	Średnica dyfuzji dysku (mm)	Diâmetro de difusão do disco (mm)	Diametrul de difuzie a discului (mm)	Диаметр диффузии диска (мм)	Diámetro de difusión en disco (mm)	Diskdiffusionsdiameter (mm)	Disk difüzyon çapı (mm)	Зона затримки росту (мм)
-Antimicrobial Interpretation	FALSE	FALSE	FALSE	FALSE	抗菌性解释	Antimikrobiální interpretace	Antimikrobiel fortolkning	Antimicrobiële interpretatie	Mikrobilääkkeiden tulkinta	Interprétation antimicrobienne	Antimikrobielle Auswertung	Αντιμικροβιακή ερμηνεία	Interpretazione antimicrobica	抗菌性解釈	Antimikrobiell tolkning	Interpretacja antybakteryjna	Interpretação Antimicrobiana	Interpretare antimicrobiană	Антимикробная интерпретация	Interpretación antimicrobiana	Antimikrobiell tolkning	Antimikrobiyal Yorumlama	Фенотипи чутливості
-Percentage	FALSE	FALSE	FALSE	FALSE	百分比	Procento	Procentdel	Percentage	Prosenttiosuus	Pourcentage	Prozentsatz	Ποσοστό	Percentuale	割合(%)	Prosentandel	Procent	Percentagem	Procentaj	Процент	Porcentaje	Procentuell andel	Yüzde	Відсоток
-Syndromic Group	FALSE	FALSE	FALSE	FALSE	合并症候群	Syndromová skupina	Syndromisk gruppe	Syndroomgroep	Syndrooma Ryhmä	Groupe syndromique	Syndromische Gruppe	Συνδρομική ομάδα	Gruppo sindromico	シンドロームグループ	Syndromgruppe	Grupa syndromiczna	Grupo sindrómico	Grup sindromic	Синдромная группа	Grupo sindrómico	Syndromisk grupp	Sendromik Grup	Синдромна група
-Pathogen	FALSE	FALSE	FALSE	FALSE	病原体	Patogen	Patogen	Pathogeen	Taudinaiheuttaja	Agent pathogène	Erreger	Παθογόνο	Agente patogeno	病原体	Patogen	Patogen	Pathogen	Agenți patogeni	Возбудитель	Patógeno	Patogen	Patojen	Збудник
-4-aminosalicylic acid	FALSE	TRUE	TRUE	FALSE	4-氨基水杨酸	kyselina 4-aminosalicylová	4-aminosalicylsyre	4-aminosalicylzuur	4-aminosalisyylihappo	Acide 4-aminosalicylique	4-Aminosalicylsäure	4-αμινοσαλικυλικό οξύ	Acido 4-aminosalicilico	4-アミノサリチル酸	4-aminosalisylsyre	Kwas 4-aminosalicylowy	Ácido 4-aminosalicílico	Acid 4-aminosalicilic	4-аминосалициловая кислота	Ácido 4-aminosalicílico	4-aminosalicylsyra	4-aminosalisilik asit	4-Аміносаліцилова кислота
-Adefovir dipivoxil	FALSE	TRUE	TRUE	FALSE	阿德福韦酯	Adefovir dipivoxil	Adefovir dipivoxil	Adefovir	Adefoviiridipivoksiili	Adéfovir dipivoxil	Adefovir Dipivoxil	Adefovir dipivoxil	Adefovir dipivoxil	アデホビル・ジピボキシル	Adefovirdipivoksil	Adefovir dipivoxil	Adefovir dipivoxil	Adefovir dipivoxil	Адефовир дипивоксил	Adefovir dipivoxil	Adefovir dipivoxil	Adefovir dipivoksil	Адефовір діпівоксил
-Aldesulfone sodium	FALSE	TRUE	TRUE	FALSE	醛缩酮钠	Aldesulfon sodný	Aldesulfon-natrium	Aldesulfon	Aldesulfoninatrium	Aldésulfone sodique	Aldesulfon-Natrium	Αλδεσουλφονικό νάτριο	Aldesulfone sodio	アルデスルホンナトリウム	Aldesulfon-natrium	Sól sodowa aldesulfonu	Aldesulfona de sódio	Aldesulfonă sodică	Альдесульфон натрия	Aldesulfona sódica	Aldesulfonnatrium	Aldesülfon sodyum	Альденсульфон натрію
-Amikacin	FALSE	TRUE	TRUE	FALSE	阿米卡星	Amikacin	Amikacin	Amikacine	Amikasiini	Amikacine	Amikacin	Αμικασίνη	Amikacin	アミカシン	Amikacin	Amikacyna	Amikacin	Amikacin	Амикацин	Amikacina	Amikacin	Amikasin	Амікацин
-Amoxicillin$	TRUE	TRUE	TRUE	FALSE	阿莫西林	Amoxicilin	Amoxicillin	Amoxicilline	Amoksisilliini	Amoxicilline	Amoxicillin	Αμοξικιλλίνη	Amoxicillina	アモキシシリン	Amoxicillin	Amoxicillin	Amoxicilina	Amoxicilină	Амоксициллин	Amoxicilina	Amoxicillin	Amoksisilin	Амоксицилін
-Amoxicillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	阿莫西林/β-内酰胺酶抑制剂	Amoxicilin/inhibitor beta-laktamázy	Amoxicillin/beta-lactamasehæmmer	Amoxicilline/enzymremmer	Amoksisilliini/beeta-laktamaasin estäjä	Amoxicilline/inhib. de bêta-lactamase	Amoxicillin/Beta-Lactamase-Hemmer	Αμοξικιλλίνη/αναστολέας της β-λακταμάσης	Amoxicillina/inib. d. beta-lattamasi	アモキシシリン／β-ラクタマーゼ阻害剤	Amoxicillin/betalaktamase-hemmer	Amoksycylina/inhibitor beta-laktamazy	Amoxicilina/inibid. da beta-lactamase	Amoxicilină/inhibitor de beta-lactamază	Амоксициллин/ингибитор бета-лактамаз	Amoxicilina/inhib. de la beta-lactamasa	Amoxicillin/betalaktamashämmare	Amoksisilin/beta-laktamaz inhibitörü	Амоксицилін/інгібітор бета-лактамаз
-Amphotericin B	FALSE	TRUE	TRUE	FALSE	两性霉素B	Amfotericin B	Amfotericin B	Amfotericine B	Amfoterisiini B	Amphotéricine B	Amphotericin B	Αμφοτερικίνη Β	Amfotericina B	アムホテリシンB	Amfotericin B	Amfoterycyna B	Anfotericina B	Amfotericină B	Амфотерицин В	Anfotericina B	Amfotericin B	Amfoterisin B	Амфотерицин В
-Ampicillin$	TRUE	TRUE	TRUE	FALSE	氨苄西林	Ampicilin	Ampicillin	Ampicilline	Ampisilliini	Ampicilline	Ampicillin	Αµπικιλλίνη	Ampicillina	アンピシリン	Ampicillin	Ampicylina	Ampicilina	Ampicilină	Ампициллин	Ampicilina	Ampicillin	Ampisilin	Ампіцилін
-Ampicillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	氨苄西林/β-内酰胺酶抑制剂	Inhibitor ampicilinu/beta-laktamázy	Ampicillin/beta-lactamasehæmmer	Ampicilline/enzymremmer	Ampisilliini/beeta-laktamaasin estäjä	Ampicilline/inhib. de bêta-lactamase	Ampicillin/Beta-Laktamase-Hemmer	Αμπικιλλίνη/αναστολέας β-λακταμάσης	Ampicillina/inib. d. beta-lattamasi	アンピシリン／β-ラクタマーゼ阻害剤	Ampicillin/betalaktamasehemmer	Ampicylina/inhibitor beta-laktamazy	Ampicilina/inibid. da beta-lactamase	Ampicilină/inhibitor de beta-lactamază	Ампициллин/ингибитор бета-лактамазы	Ampicilina/inhib. de la beta-lactamasa	Ampicillin/beta-laktamashämmare	Ampisilin/beta-laktamaz inhibitörü	Ампіцилін/інгібітор бета-лактамаз
-Anidulafungin	FALSE	TRUE	TRUE	FALSE	阿尼芬净	Anidulafungin	Anidulafungin	Anidulafungine	Anidulafungiini	Anidulafungine	Anidulafungin	Ανιδουλαφουνγκίνη	Anidulafungin	アニデュラファンギン	Anidulafungin	Anidulafungina	Anidulafungin	Anidulafungin	Анидулафунгин	Anidulafungina	Anidulafungin	Anidulafungin	Анідулафунгін
-Azidocillin	FALSE	TRUE	TRUE	FALSE	阿奇霉素	Azidocillin	Azidocillin	Azidocilline	Azidosilliini	Azidocilline	Azidocillin	Αζιδοκιλλίνη	Azidocillina	アジドシリン	Azidocillin	Azidocillin	Azidocillin	Azidocilină	Азидоциллин	Azidocilina	Azidocillin	Azidosilin	Азидоцилін
-Azithromycin	FALSE	TRUE	TRUE	FALSE	阿奇霉素	Azitromycin	Azithromycin	Azitromycine	Atsitromysiini	Azithromycine	Azithromycin	Αζιθρομυκίνη	Azitromicina	アジスロマイシン	Azitromycin	Azithromycin	Azitromicina	Azitromicină	Азитромицин	Azitromicina	Azitromycin	Azitromisin	Азитроміцин
-Azlocillin	FALSE	TRUE	TRUE	FALSE	阿洛西林	Azlocillin	Azlocillin	Azlocilline	Azlocillin	Azlocilline	Azlocillin	Αζλοκιλλίνη	Azlocillina	アズロシリン	Azlocillin	Azlocillin	Azlocillin	Azlocilină	Азлоциллин	Azlocilina	Azlocillin	Azlocillin	Азлоцилін
-Bacampicillin	FALSE	TRUE	TRUE	FALSE	巴卡比林	Bacampicilin	Bacampicillin	Bacampicilline	Bacampicillin	Bacampicilline	Bacampicillin	Μπακαμπικιλλίνη	Bacampicillina	バカンピシリン	Bacampicillin	Bakampicylina	Bacampicilina	Bacampicilină	Бакампициллин	Bacampicilina	Bacampicillin	Bacampicillin	Бакампіцилін
-Bacitracin	FALSE	TRUE	TRUE	FALSE	阿奇霉素	Bacitracin	Bacitracin	Bacitracine	Bacitrasiini	Bacitracine	Bacitracin	Βακιτρακίνη	Bacitracina	バシトラシン	Bacitracin	Bacytracyna	Bacitracin	Bacitracină	Бацитрацин	Bacitracina	Bacitracin	Basitrasin	Бацитрацин
-Benzathine benzylpenicillin	FALSE	TRUE	TRUE	FALSE	苄丝肼青霉素	Benzathine benzylpenicillin	Benzathinbenzylpenicillin	Benzylpenicillinebenzathine	Bentsatiinibentsyylipenisilliini	Benzathine benzylpénicilline	Benzathin-Benzylpenicillin	Βενζαθίνη βενζυλπενικιλλίνη	Benzatina benzilpenicillina	ベンズシン・ベンジルペニシリン	Benzathine benzylpenicillin	Benzylpenicylina benzylowa	Benzatina benzatina benzilpenicilina	Benzatină benzilpenicilină	Бензатин бензилпенициллин	Bencilpenicilina benzatínica	Benzathinbenzylpenicillin	Benzatin benzilpenisilin	Бензатину бензилпеніцилін
-Benzathine phenoxymethylpenicillin	FALSE	TRUE	TRUE	FALSE	苄星苯氧甲基青霉素	Benzatinový fenoxymethylpenicilin	Benzathinfenoxymethylpenicillin	Fenoxymethylpenicillinebenzathine	Bentsatiinifenoksimetyylipenisilliini	Phénoxyméthylpénicilline benzathine	Benzathin-Phenoxymethylpenicillin	Βενζαθίνη φαινοξυμεθυλοπενικιλλίνη	Benzatina fenossimetilpenicillina	ベンザチンフェノキシメチルペニシリン	Benzathine fenoksymetylpenicillin	Fenoksymetylopenicylina benzylowa	Benzatina fenoximetilpenicilina	Benzatină fenoximetilpenicilină	Бензатин феноксиметилпенициллин	Fenoximetilpenicilina benzatínica	Bensathinfenoximetylpenicillin	Benzatin fenoksimetilpenisilin	Бензатину феноксиметилпеніцилін
-Benzylpenicillin	FALSE	TRUE	TRUE	FALSE	苄基青霉素	Benzylpenicilin	Benzylpenicillin	Benzylpenicilline	Bentsyylipenisilliini	Benzylpénicilline	Benzylpenicillin	Βενζυλοπενικιλλίνη	Benzilpenicillina	ベンジルペニシリン	Benzylpenicillin	Benzylpenicylina	Benzilpenicilina	Benzilpenicilină	Бензилпенициллин	Bencilpenicilina	Bensylpenicillin	Benzilpenisilin	Бензилпеніцилін
-Cadazolid	FALSE	TRUE	TRUE	FALSE	卡达唑利德	Kadazolid	Cadazolid	Cadazolid	Kadazolid	Cadazolid	Cadazolid	Καδαζολίδη	Cadazolid	カダゾリド	Cadazolid	Kadazolid	Cadazolid	Cadazolid	Кадазолид	Cadazolid	Cadazolid	Cadazolid	Кадазолід
-Calcium aminosalicylate	FALSE	TRUE	TRUE	FALSE	氨基水杨酸钙	Aminosalicylát vápenatý	Calciumaminosalicylat	Aminosalicylzuur	Kalsiumaminosalisylaatti	Aminosalicylate de calcium	Kalzium-Aminosalicylat	Αμινοσαλικυλικό ασβέστιο	Calcio aminosalicilato	アミノサリチル酸カルシウム	Kalsiumaminosalicylat	Aminosalicylan wapnia	Aminosalicilato de cálcio	Aminosalicilat de calciu	Аминосалицилат кальция	Aminosalicilato de calcio	Kalciumaminosalicylat	Kalsiyum aminosalisilat	Кальцію аміносаліцилат
-Capreomycin	FALSE	TRUE	TRUE	FALSE	氨水杨酸钙	Kapreomycin	Capreomycin	Capreomycine	Kapreomysiini	Capréomycine	Capreomycin	Καπρεομυκίνη	Capreomicina	カプレオマイシン	Capreomycin	Kapreomycyna	Capreomicina	Capreomicină	Капреомицин	Capreomicina	Kapreomycin	Kapreomisin	Капреоміцин
-Carbenicillin	FALSE	TRUE	TRUE	FALSE	羧基青霉素	Karbenicilin	Carbenicillin	Carbenicilline	Karbenisilliini	Carbénicilline	Carbenicillin	Καρβενικιλλίνη	Carbenicillina	カルベニシリン	Karbenicillin	Karbenicylina	Carbenicilina	Carbenicilină	Карбенициллин	Carbenicilina	Karbenicillin	Karbenisilin	Карбеніцилін
-Carindacillin	FALSE	TRUE	TRUE	FALSE	卡林达西林	Karindacilin	Carindacillin	Carindacilline	Karindasilliini	Carindacilline	Carindacillin	Καρινδακιλλίνη	Carindacillina	カリンダシリン	Karindacillin	Karindacillin	Carindacillin	Carindacilină	Кариндациллин	Carindacilina	Carindacillin	Karindasilin	Кариндацилін
-Caspofungin	FALSE	TRUE	TRUE	FALSE	氨苄青霉素	Kaspofungin	Caspofungin	Caspofungine	Kaspofungiini	Caspofungine	Caspofungin	Κασποφουνγκίνη	Caspofungin	カスポファンギン	Caspofungin	Kaspofungina	Caspofungin	Caspofungin	Каспофунгин	Caspofungina	Caspofungin	Caspofungin	Каспофунгін
-Ce(f|ph)acetrile	TRUE	TRUE	TRUE	FALSE	头孢乙腈	Cefacetril	Cephacetril	Cefacetril	Kefasetriili	Céphacétrile	Cefacetril	Κεφακετρίλη	Cefacetrile	セファセトリル	Cefacetril	Cefacetrile	Cephacetrile	Cefacetril	Цефацетрил	Cefacetrilo	Cephacetril	Sefasetril	Цефацетрил
-Ce(f|ph)alexin	TRUE	TRUE	TRUE	FALSE	头孢莱辛	Cefalexin	Cephalexin	Cefalexine	Kefaleksiini	Céphalexine	Cefalexin	Κεφαλεξίνη	Cephalexin	セファレキシン	Cefalexin	Cefaleksyna	Cephalexin	Cefalexină	Цефалексин	Cefalexina	Cephalexin	Cefalexin	Цефалексин
-Ce(f|ph)alothin	TRUE	TRUE	TRUE	FALSE	头孢罗丁	Cefalotin	Cephalothin	Cefalotine	Kefalotiini	Céphalothine	Cefalothin	Κεφαλοθίνη	Cefalotina	セファロチン	Cefalotin	Cefalotyna	Cephalothin	Cefalotin	Цефалотин	Cefalotina	Kefalotin	Cefalothin	Цефалотин
-Ce(f|ph)alotin	TRUE	TRUE	TRUE	FALSE	头孢罗丁	Cefalotin	Cephalotin	Cefalotine	Kefalotin	Céphalotine	Cefalotin	Κεφαλοτίνη	Cefalotina	セファロチン	Cefalotin	Cefalotyna	Cefalotina	Cefalotin	Цефалотин	Cefalotina	Cefalotin	Sefalotin	Цефалотин
-Ce(f|ph)amandole	TRUE	TRUE	TRUE	FALSE	头孢曼多	Cefamandol	Cephamandol	Cefamandol	Kefamandoli	Céphamandole	Cefamandol	Κεφαμανδόλη	Cephamandole	セファマンドール	Cefamandol	Cefamandol	Cephamandole	Cefamandole	Цефамандол	Cefamandole	Cephamandol	Cefamandole	Цефамандол
-Ce(f|ph)apirin	TRUE	TRUE	TRUE	FALSE	头孢匹林	Cefapirin	Cephapirin	Cefapirine	Kefapiriini	Céphapirine	Cefapirin	Κεφαπιρίνη	Cefapirina	セファピリン	Cefapirin	Cefapiryna	Cephapirin	Cefapirină	Цефапирин	Cefapirina	Cephapirin	Sefapirin	Цефапірин
-Ce(f|ph)azedone	TRUE	TRUE	TRUE	FALSE	头孢唑酮	Cefazedon	Cephazedon	Cefazedon	Kefatsedoni	Céphazédone	Cefazedon	Κεφαζεδόνη	Cefazedone	セファゼドン	Cefazedon	Cefazedon	Cephazedone	Cefazedonă	Цефазедон	Cefazedona	Cephazedon	Sefazedon	Цефазедон
-Ce(f|ph)azolin	TRUE	TRUE	TRUE	FALSE	头孢唑啉	Cefazolin	Cephazolin	Cefazoline	Kefatsoliini	Céphazoline	Cefazolin	Κεφαζολίνη	Cephazolin	セファゾリン	Cefazolin	Cefazolin	Cephazolin	Cefazolin	Цефазолин	Cefazolina	Cephazolin	Sefazolin	Цефазолін
-Ce(f|ph)epime	TRUE	TRUE	TRUE	FALSE	头孢吡肟	Cefepim	Cephepime	Cefepim	Kefepiimi	Céphépime	Cefepim	Κεφεπίμη	Cephepime	セフェパイム	Cefepime	Cefepime	Cephepime	Cefepime	Цефепим	Cefepime	Cephepim	Sefepim	Цефепім
-Ce(f|ph)ixime	TRUE	TRUE	TRUE	FALSE	头孢克肟	Cefixim	Cephixim	Cefixim	Kefiksiimi	Céphixime	Cefixim	Cefixime	Cephixime	セフィキシム	Cefixime	Cefixime	Cephixime	Cefixime	Цефиксим	Cefixima	Cephixim	Cefixime	Цефіксим
-Ce(f|ph)menoxime	TRUE	TRUE	TRUE	FALSE	头孢米诺肟	Cefmenoxim	Cephmenoxim	Cefmenoxim	Cefmenoksiimi	Céphénoxime	Cefmenoxim	Κεφμενοξίμη	Cephmenoxime	セフメノキシム	Cefmenoxime	Cefmenoksym	Cephmenoxime	Cefmenoxime	Цефменоксим	Cefmenoxima	Cephmenoxim	Sefmenoksim	Цефменоксим
-Ce(f|ph)metazole	TRUE	TRUE	TRUE	FALSE	头孢美唑	Cefmetazol	Cephmetazol	Cefmetazol	Kefmetatsoli	Céphmétazole	Cefmetazol	Κεφμεταζόλη	Cephmetazole	セフメタゾール	Cefmetazole	Cefmetazol	Cefmetazole	Cefmetazol	Цефметазол	Cefmetazol	Cephmetazol	Sefmetazol	Цефметазол
-Ce(f|ph)odizime	TRUE	TRUE	TRUE	FALSE	头孢地嗪	Cefodizim	Cephodizim	Cefodizim	Kefodisiimi	Céphodizime	Cefodizim	Κεφοδιζίμη	Cephodizime	セフォジジム	Cefodizim	Cefodizime	Cephodizime	Cefodizime	Цефодизим	Cefodixima	Cephodizim	Sefodizim	Цефодізим
-Ce(f|ph)onicid	TRUE	TRUE	TRUE	FALSE	头孢尼西	Cefonicid	Cephonicid	Cefonicide	Cefonicid	Céphonicide	Cefonicid	Κεφονικίδη	Cephonicid	セフォニキッド	Cefonicid	Cefonicid	Cefonicid	Cefonicid	Цефонизид	Cefonicida	Cephonicid	Cefonicid	Цефоніцид
-Ce(f|ph)operazone	TRUE	TRUE	TRUE	FALSE	头孢哌酮	Cefoperazon	Cephoperazon	Cefoperazon	Kefoperatsoni	Céphopérazone	Cefoperazon	Κεφοπεραζόνη	Cephoperazone	セフペラゾン	Cefoperazon	Cefoperazon	Cephoperazone	Cefoperazonă	Цефоперазон	Cefoperazona	Cephoperazon	Sefoperazon	Цефоперазон
-Ce(f|ph)operazone/beta-lactamase inhibitor	TRUE	TRUE	TRUE	FALSE	头孢哌酮/β-内酰胺酶抑制剂	Cefoperazon/inhibitor beta-laktamázy	Cephoperazon/beta-lactamasehæmmer	Cefoperazon/enzymremmer	Kefoperatsoni/beeta-laktamaasin estäjä	Céphopérazone/inhib. de bêta-lactamase	Cefoperazon/Beta-Lactamase-Hemmer	Κεφοπεραζόνη/αναστολέας της β-λακταμάσης	Cephoperazone/inib. d. beta-lattamasi	Cefoperazone/β-ラクタマーゼ阻害剤	Cefoperazon/beta-laktamasehemmere	Cefoperazon/inhibitor beta-laktamazy	Cephoperazona/inibid. da beta-lactamase	Cefoperazonă/inhibitor de beta-lactamază	Цефоперазон/ингибитор бета-лактамаз	Cefoperazona/inhib. de betalactamasas	Cefoperazon/beta-laktamashämmare	Sefoperazon/beta-laktamaz inhibitörü	Цефоперазон/інгібітор бета-лактамаз
-Ce(f|ph)otaxime	TRUE	TRUE	TRUE	FALSE	头孢噻肟	Cefotaxim	Cephotaxim	Cefotaxim	Kefotaksiimi	Céphotaxime	Cefotaxim	Κεφοταξίμη	Cephotaxime	セフォタキシム	Cefotaxim	Cefotaksym	Cephotaxime	Cefotaximă	Цефотаксим	Cefotaxima	Cephotaxim	Sefotaksim	Цефотаксим
-Ce(f|ph)oxitin	TRUE	TRUE	TRUE	FALSE	头孢西丁	Cefoxitin	Cephoxitin	Cefoxitine	Kefoksitiini	Céphoxitine	Cefoxitin	Κεφοξιτίνη	Cefossitina	Cefoxitin	Cefoxitin	Cefoksytyna	Cephoxitin	Cefoxitină	Цефокситин	Cefoxitina	Cephoxitin	Cefoxitin	Цефокситин
-Ce(f|ph)pirome	TRUE	TRUE	TRUE	FALSE	头孢匹罗	Cefpirom	Cephpirom	Cefpirom	Kefpiromi	Céphpirome	Cefpirom	Κεφπιρόμη	Cephpirome	セフピロム	Cefpirom	Cefpirom	Cefpirome	Cefpirom	Цефпиром	Cephpirome	Cephpirom	Sefpirom	Цефпіром
-Ce(f|ph)podoxime	TRUE	TRUE	TRUE	FALSE	头孢泊肟	Cefpodoxim	Cephpodoxim	Cefpodoxim	Kefpodoksiimi	Céphpodoxime	Cefpodoxim	Κεφποδοξίμη	Cephpodoxime	セフポドキシム	Cefpodoxime	Cefpodoxime	Cephpodoxime	Cefpodoximă	Цефподоксим	Cefpodoxima	Cephpodoxim	Sefpodoksim	Цефподоксим
-Ce(f|ph)radine	TRUE	TRUE	TRUE	FALSE	头孢拉定	Cefradin	Cephradin	Cefradine	Cefradiini	Céphradine	Cefradin	Κεφραντίνη	Cefradina	セフラジン	Cefradin	Cefradyna	Cephradine	Cefradina	Цефрадин	Cefradina	Cephradin	Sefradin	Цефрадін
-Ce(f|ph)sulodin	TRUE	TRUE	TRUE	FALSE	头孢苏洛丁	Cefsulodin	Cephsulodin	Cefsulodine	Kefsulodiini	Céphsulodine	Cefsulodin	Κεφσουλοδίνη	Cephsulodin	セフスロジン	Cefsulodin	Cefsulodin	Cephsulodin	Cefsulodin	Цефсулодин	Cefsulodina	Cephsulodin	Cefsulodin	Цефсулодин
-Ce(f|ph)tazidime	TRUE	TRUE	TRUE	FALSE	头孢噻肟	Ceftazidim	Cephtazidim	Ceftazidim	Keftatsidiimi	Céphtazidime	Ceftazidim	Κεφταζιδίμη	Ceftazidima	セフタジジム	Ceftazidim	Ceftazidime	Ceftazidima	Ceftazidime	Цефтазидим	Ceftazidima	Cephtazidim	Seftazidim	Цефтазидим
-Ce(f|ph)tezole	TRUE	TRUE	TRUE	FALSE	头孢特唑	Ceftezol	Cephtezol	Ceftezol	Ceftezole	Céphtézole	Ceftezol	Τζεφεζόλη	Cephtezole	セフテゾール	Ceftezole	Ceftezol	Ceftezole	Ceftezol	Цефтезол	Ceftezol	Cephtezole	Seftezol	Цефтезол
-Ce(f|ph)tizoxime	TRUE	TRUE	TRUE	FALSE	头孢唑肟	Ceftizoxim	Cephtizoxim	Ceftizoxim	Keftatsoksiimi	Céphtizoxime	Ceftizoxim	Κεφτιζοξίμη	Cephtizoxime	セフティゾキシム	Ceftizoxim	Ceftizoxime	Cephtizoxime	Ceftizoxime	Цефтизоксим	Ceftizoxima	Cephtizoxim	Seftizoksim	Цефтизоксим
-Ce(f|ph)triaxone	TRUE	TRUE	TRUE	FALSE	头孢曲松	Ceftriaxon	Cephtriaxon	Ceftriaxon	Ceftriaksoni	Céphtriaxone	Ceftriaxon	Κεφτριαξόνη	Ceftriaxone	セフトリアキソン	Ceftriaxone	Ceftriakson	Cefhtriaxone	Ceftriaxonă	Цефтриаксон	Ceftriaxona	Ceftriaxon	Ceftriaxone	Цефтриаксон
-Ce(f|ph)uroxime	TRUE	TRUE	TRUE	FALSE	头孢呋辛	Cefuroxim	Cephuroxim	Cefuroxim	Kefuroksiimi	Céphuroxime	Cefuroxim	Κεφουροξίμη	Cefuroxima	セフロキシム	Cefuroxim	Cefuroksym	Cephuroxime	Cefuroxime	Цефуроксим	Cefuroxima	Cefuroxim	Sefuroksim	Цефуроксим
-Ce(f|ph)uroxime/metronidazole	TRUE	TRUE	TRUE	FALSE	头孢呋辛/甲硝唑	Cefuroxim/metronidazol	Cefuroxim/metronidazol	Cefuroxim/andere antibacteriele middelen	Kefuroksiimi/metronidatsoli	Céphuroxime/métronidazole	Cefuroxim/Metronidazol	Κεφουροξίμη/μετρονιδαζόλη	Cefuroxima/metronidazolo	セフロキシム/メトロニダゾール	Cefuroxim/metronidazol	Cefuroksym/metronidazol	Cephuroxime/metronidazol	Cefuroximă/metronidazol	Цефуроксим/метронидазол	Cefuroxima/metronidazol	Cefuroxim/metronidazol	Sefuroksim/metronidazol	Цефуроксим/метронідазол
-Chloramphenicol	FALSE	TRUE	TRUE	FALSE	氯霉素	Chloramfenikol	Kloramfenicol	Chlooramfenicol	Kloramfenikoli	Chloramphénicol	Chloramphenicol	Χλωραμφενικόλη	Cloramfenicolo	クロラムフェニコール	Kloramfenikol	Chloramfenikol	Cloranfenicol	Cloramfenicol	Хлорамфеникол	Cloranfenicol	Kloramfenikol	Kloramfenikol	Хлорамфенікол
-Chlortetracycline	FALSE	TRUE	TRUE	FALSE	金霉素	Chlortetracyklin	Chlortetracyclin	Chloortetracycline	Klortetasykliini	Chlortétracycline	Chlortetracyclin	Χλωροτετρακυκλίνη	Clorotetraciclina	クロルテトラサイクリン	Klortetracyklin	Chlortetracyklina	Chlortetracycline	Clortetraciclină	Хлортетрациклин	Clortetraciclina	Klortetracyklin	Klortetrasiklin	Хлортетрациклін
-Cinoxacin	FALSE	TRUE	TRUE	FALSE	西诺沙星	Cinoxacin	Cinoxacin	Cinoxacine	Kinoksasiini	Cinoxacine	Cinoxacin	Τσινοξακίνη	Cinoxacina	シノキサシン	Cinoxacin	Cinoxacin	Cinoxacin	Cinoxacină	Циноксацин	Cinoxacina	Cinoxacin	Cinoxacin	Циноксацин
-Ciprofloxacin$	TRUE	TRUE	TRUE	FALSE	环丙沙星	Ciprofloxacin	Ciprofloxacin	Ciprofloxacine	Siprofloksasiini	Ciprofloxacine	Ciprofloxacin	Σιπροφλοξασίνη	Ciprofloxacina	シプロフロキサシン	Ciprofloxacin	Ciprofloksacyna	Ciprofloxacin	Ciprofloxacină	Ципрофлоксацин	Ciprofloxacina	Ciprofloxacin	Siprofloksasin	Ципрофлоксацин
-Ciprofloxacin/metronidazole	FALSE	TRUE	TRUE	FALSE	环丙沙星/甲硝唑	Ciprofloxacin/metronidazol	Ciprofloxacin/metronidazol	Ciprofloxacine/metronidazol	Siprofloksasiini/metronidatsoli	Ciprofloxacine/métronidazole	Ciprofloxacin/metronidazol	Σιπροφλοξασίνη/μετρονιδαζόλη	Ciprofloxacina/metronidazolo	シプロフロキサシン/メトロニダゾール	Ciprofloxacin/metronidazol	Ciprofloksacyna/metronidazol	Ciprofloxacin/metronidazol	Ciprofloxacină/metronidazol	Ципрофлоксацин/метронидазол	Ciprofloxacina/metronidazol	Ciprofloxacin/metronidazol	Siprofloksasin/metronidazol	Ципрофлоксацин/метронідазол
-Ciprofloxacin/ornidazole	FALSE	TRUE	TRUE	FALSE	环丙沙星/奥硝唑	Ciprofloxacin/ornidazol	Ciprofloxacin/ornidazol	Ciprofloxacine/ornidazol	Siprofloksasiini/ornidatsoli	Ciprofloxacine/ornidazole	Ciprofloxacin/ornidazol	Σιπροφλοξασίνη/ορνιδαζόλη	Ciprofloxacina/ornidazolo	シプロフロキサシン/オルニダゾール	Ciprofloxacin/ornidazol	Ciprofloksacyna/ornidazol	Ciprofloxacin/ornidazole	Ciprofloxacină/ornidazol	Ципрофлоксацин/орнидазол	Ciprofloxacina/ornidazol	Ciprofloxacin/ornidazol	Siprofloksasin/ornidazol	Ципрофлоксацин/орнідазол
-Ciprofloxacin/tinidazole	FALSE	TRUE	TRUE	FALSE	环丙沙星/替尼唑	Ciprofloxacin/tinidazol	Ciprofloxacin/tinidazol	Ciprofloxacine/tinidazol	Siprofloksasiini/tinidatsoli	Ciprofloxacine/tinidazole	Ciprofloxacin/tinidazol	Σιπροφλοξασίνη/τινιδαζόλη	Ciprofloxacina/tinidazolo	シプロフロキサシン/チニダゾール	Ciprofloxacin/tinidazol	Ciprofloksacyna/tinidazol	Ciprofloxacin/tinidazole	Ciprofloxacină/tinidazol	Ципрофлоксацин/тинидазол	Ciprofloxacina/tinidazol	Ciprofloxacin/tinidazol	Siprofloksasin/tinidazol	Ципрофлоксацин/тинідазол
-Clarithromycin	FALSE	TRUE	TRUE	FALSE	克拉霉素	Klaritromycin	Clarithromycin	Claritromycine	Klaritromysiini	Clarithromycine	Clarithromycin	Κλαριθρομυκίνη	Claritromicina	クラリスロマイシン	Klaritromycin	Klarytromycyna	Claritromicina	Claritromicină	Кларитромицин	Claritromicina	Claritromycin	Klaritromisin	Кларитроміцин
-Clavulanic acid	FALSE	TRUE	TRUE	FALSE	克拉维酸	Kyselina klavulanová	Clavulansyre	Clavulaanzuur	Klavulaanihappo	Acide clavulanique	Clavulansäure	Κλαβουλανικό οξύ	Acido clavulanico	クラビュラン酸	Klavulansyre	Kwas klawulanowy	Ácido clavulânico	Acid clavulanic	Клавулановая кислота	Ácido clavulánico	Clavulansyra	Klavulanik asit	Клавуланова кислота
-clavulanic acid	FALSE	TRUE	TRUE	FALSE	克拉维酸	kyselina klavulanová	clavulansyre	clavulaanzuur	klavulaanihappo	acide clavulanique	Clavulansäure	Κλαβουλανικό οξύ	acido clavulanico	クラビュラン酸	klavulansyre	kwas klawulanowy	ácido clavulânico	acid clavulanic	клавулановая кислота	ácido clavulánico	clavulansyra	klavulanik asit	клавуланова кислота
-Clindamycin	FALSE	TRUE	TRUE	FALSE	克林霉素	Klindamycin	Clindamycin	Clindamycine	Klindamysiini	Clindamycine	Clindamycin	Κλινδαμυκίνη	Clindamicina	クリンダマイシン	Klindamycin	Klindamycyna	Clindamicina	Clindamicină	Клиндамицин	Clindamicina	Clindamycin	Klindamisin	Кліндаміцин
-Clindamycin inducible screening	FALSE	TRUE	TRUE	FALSE	克林霉素诱导筛选	Klindamycin induzierbares Screening	Clindamycin inducible screening	Clindamycine induceerbare screening	Klindamysiini indusoitava seulonta	Clindamycine dépistage inductible	Clindamycin induzierbares Screening	Κλινδαμυκίνη επαγόμενο προσυμπτωματικό έλεγχο	Clindamicina inducción del cribado	クリンダマイシン誘導スクリーニング	Klindamycin inducible screening	Klindamycyna badanie indukcyjne	Clindamicina cribado inducible	Clindamicină screening inductibil	Клиндамицин индуцируемый скрининг	Clindamicina cribado inducible	Clindamycin inducible screening	Klindamisin indüklenebilir tarama	Кліндаміцин індукційний скринінг
-Clometocillin	FALSE	TRUE	TRUE	FALSE	克罗米修斯（	Clometocillin	Clometocillin	Clometocilline	Klometosilliini	Clométocilline	Clometocillin	Κλομετοκιλλίνη	Clometocillina	クロメトシリン	Klometocillin	Clometocillin	Clometocillin	Clometocilină	Клометоциллин	Clometocilina	Klometocillin	Clometocillin	Клометоцилін
-Clotrimazole	FALSE	TRUE	TRUE	FALSE	克霉唑	Klotrimazol	Clotrimazol	Clotrimazol	Klotrimatsoli	Clotrimazole	Clotrimazol	Κλοτριμαζόλη	Clotrimazolo	クロトリマゾール	Klotrimazol	Klotrimazol	Clotrimazole	Clotrimazol	Клотримазол	Clotrimazol	Klotrimazol	Klotrimazol	Клотримазол
-Cloxacillin	FALSE	TRUE	TRUE	FALSE	克罗西林	Kloxacilin	Cloxacillin	Cloxacilline	Kloksasilliini	Cloxacilline	Cloxacillin	Κλοξακιλλίνη	Cloxacillina	クロキサシリン	Cloxacillin	Cloxacillin	Cloxacillin	Cloxacilină	Клоксациллин	Cloxacilina	Kloxacillin	Cloxacillin	Клоксацилін
-Colistin	FALSE	TRUE	TRUE	FALSE	唑啉酮	Kolistin	Colistin	Colistine	Kolistiini	Colistine	Colistin	Κολιστίνη	Colistina	コリスチン	Kolistin	Kolistyna	Colistin	Colistină	Колистин	Colistina	Kolistin	Kolistin	Колістин
-Cycloserine	FALSE	TRUE	TRUE	FALSE	环丝氨酸	Cykloserin	Cykloserin	Cycloserine	Sykloserini	Cyclosérine	Cycloserin	Κυκλοσερίνη	Cicloserina	サイクロセリン	Cycloserine	Cykloseryna	Cicloserina	Cicloserină	Циклосерин	Cicloserina	Cycloserine	Sikloserin	Циклосерин
-Dapsone	FALSE	TRUE	TRUE	FALSE	多普生	Dapson	Dapson	Dapson	Dapsoni	Dapsone	Dapson	Δαψόνη	Dapsone	ダプソン	Dapsone	Dapson	Dapsone	Dapsone	Дапсон	Dapsona	Dapson	Dapson	Дапсон
-Daptomycin	FALSE	TRUE	TRUE	FALSE	达托霉素	Daptomycin	Daptomycin	Daptomycine	Daptomysiini	Daptomycine	Daptomycin	Δαπτομυκίνη	Daptomicina	ダプトマイシン	Daptomycin	Daptomycyna	Daptomicina	Daptomicină	Даптомицин	Daptomicina	Daptomycin	Daptomisin	Даптоміцин
-Dibekacin	FALSE	TRUE	TRUE	FALSE	迪贝卡星	Dibekacin	Dibekacin	Dibekacine	Dibekasiini	Dibekacine	Dibekacin	Διβεκακίνη	Dibekacin	ジベカシン	Dibekacin	Dibekacin	Dibekacin	Dibekacin	Дибекацин	Dibekacina	Dibekacin	Dibekacin	Дібекацин
-Dicloxacillin	FALSE	TRUE	TRUE	FALSE	迪卡西林	Dikloxacilin	Dicloxacillin	Dicloxacilline	Dikloksasilliini	Dicloxacilline	Dicloxacillin	Δικλοξακιλλίνη	Dicloxacillina	ジクロキサシリン	Dikloxacillin	Dikloxacillin	Dicloxacilina	Dicloxacilină	Диклоксациллин	Dicloxacilina	Dikloxacillin	Dikloksasilin	Диклоксацилін
-Dirithromycin	FALSE	TRUE	TRUE	FALSE	迪里红霉素	Dirithromycin	Dirithromycin	Diritromycine	Diritromysiini	Dirithromycine	Dirithromycin	Διριθρομυκίνη	Diritromicina	ジリスロマイシン	Diritromycin	Dirytromycyna	Diritromicina	Diritromicină	Диритромицин	Diritromicina	Diritromycin	Diritromisin	Диритроміцин
-Econazole	FALSE	TRUE	TRUE	FALSE	胺鲜胺	Ekonazol	Econazol	Econazol	Ekonatsoli	Econazole	Econazol	Εκοναζόλη	Econazolo	エコナゾール	Econazol	Ekonazol	Econazole	Econazol	Эконазол	Econazol	Ekonazol	Ekonazol	Еконазол
-Enoxacin	FALSE	TRUE	TRUE	FALSE	伊诺沙星	Enoxacin	Enoxacin	Enoxacine	Enoksasiini	Enoxacine	Enoxacin	Ενοξακίνη	Enoxacina	エノキサシン	Enoksacin	Enoxacin	Enoxacin	Enoxacin	Эноксацин	Enoxacina	Enoxacin	Enoksasin	Еноксацин
-Epicillin	FALSE	TRUE	TRUE	FALSE	伊比西林	Epicilin	Epicillin	Epicilline	Episilliini	Epicilline	Epicillin	Επικιλλίνη	Epicillina	エピシリン	Epikillin	Epicillin	Epicilina	Epicilină	Эпициллин	Epicilina	Epicillin	Episilin	Епіцилін
-Erythromycin	FALSE	TRUE	TRUE	FALSE	红霉素	Erytromycin	Erythromycin	Erytromycine	Erytromysiini	Erythromycine	Erythromycin	Ερυθρομυκίνη	Eritromicina	エリスロマイシン	Erytromycin	Erytromycyna	Eritromicina	Eritromicină	Эритромицин	Eritromicina	Erytromycin	Eritromisin	Еритроміцин
-Ethambutol/isoniazid	FALSE	TRUE	TRUE	FALSE	乙胺丁醇/异烟肼	Ethambutol/isoniazid	Ethambutol/isoniazid	Ethambutol/isoniazide	Etambutoli/isonitsidi	Ethambutol/isoniazide	Ethambutol/Isoniazid	Αιθαμβουτόλη/ισονιαζίδη	Etambutolo/isoniazide	エタンブトール／イソニアジド	Etambutol/isoniazid	Etambutol/izoniazyd	Ethambutol/isoniazid	Etambutol/isoniazidă	Этамбутол/изониазид	Etambutol/isoniazida	Etambutol/isoniazid	Etambutol/izoniazid	Етамбутол/ізоніазид
-Fleroxacin	FALSE	TRUE	TRUE	FALSE	氨甲喋呤	Fleroxacin	Fleroxacin	Fleroxacine	Fleroksasiini	Fléroxacine	Fleroxacin	Φλεροξακίνη	Fleroxacina	フレロキサシン	Fleroksacin	Fleroksacyna	Fleroxacina	Fleroxacin	Флероксацин	Fleroxacina	Fleroxacin	Fleroxacin	Флероксацин
-Flucloxacillin	FALSE	TRUE	TRUE	FALSE	氟氯西林	Flucloxacillin	Flucloxacillin	Flucloxacilline	Flukloksasilliini	Flucloxacilline	Flucloxacillin	Φλουκλοξακιλλίνη	Flucloxacillina	フルクロキサシリン	Flukloxacillin	Flucloxacillin	Flucloxacillin	Flucloxacilină	Флуклоксациллин	Flucloxacilina	Flucloxacillin	Flukloksasilin	Флуклоксацилін
-Fluconazole	FALSE	TRUE	TRUE	FALSE	氟康唑	Flukonazol	Fluconazol	Fluconazol	Flukonatsoli	Fluconazole	Fluconazol	Φλουκοναζόλη	Fluconazolo	フルコナゾール	Flukonazol	Flukonazol	Fluconazole	Fluconazol	Флуконазол	Fluconazol	Flukonazol	Flukonazol	Флуконазол
-Flucytosine	FALSE	TRUE	TRUE	FALSE	氨甲喋呤	Flucytosin	Flucytosin	Fluorocytosine	Flukosiini	Flucytosine	Flucytosin	Φλουκυτοσίνη	Flucytosine	フルシトシン	Flucytosin	Flucytozyna	Flucytosine	Flucitozină	Флуцитозин	Flucitosina	Flucytosin	Flusitozin	Флуцитозин
-Flurithromycin	FALSE	TRUE	TRUE	FALSE	氟利霉素	Fluritromycin	Flurithromycin	Fluritromycine	Fluritromysiini	Flurithromycine	Flurithromycin	Φλουριθρομυκίνη	Fluritromicina	フルリスロマイシン	Fluritromycin	Flurithromycin	Fluritromicina	Fluritromicină	Флуритромицин	Fluritromicina	Fluritromycin	Fluritromisin	Флуритроміцин
-Fosfomycin	FALSE	TRUE	TRUE	FALSE	福斯霉素	Fosfomycin	Fosfomycin	Fosfomycine	Fosfomysiini	Fosfomycine	Fosfomycin	Φοσφομυκίνη	Fosfomicina	ホスホマイシン	Fosfomycin	Fosfomycyna	Fosfomycin	Fosfomicină	Фосфомицин	Fosfomicina	Fosfomycin	Fosfomisin	Фосфоміцин
-Fusidic acid	FALSE	TRUE	TRUE	FALSE	夫西地酸	Kyselina fusidová	Fusidinsyre	Fusidinezuur	Fusidiinihappo	Acide fusidique	Fusidinsäure	Φουσιδικό οξύ	Acido fusidico	フシジン酸	Fusidinsyre	Kwas fusydynowy	Ácido fusídico	Acid fuzidic	Фузидовая кислота	Ácido fusídico	Fusidinsyra	Fusidik asit	Фузидова кислота
-Gatifloxacin	FALSE	TRUE	TRUE	FALSE	加替沙星	Gatifloxacin	Gatifloxacin	Gatifloxacine	Gatifloksasiini	Gatifloxacine	Gatifloxacin	Gatifloxacin	Gatifloxacina	ガチフロキサシン	Gatifloxacin	Gatifloxacin	Gatifloxacin	Gatifloxacină	Гатифлоксацин	Gatifloxacina	Gatifloxacin	Gatifloksasin	Гатифлоксацин
-Gemifloxacin	FALSE	TRUE	TRUE	FALSE	吉非沙星	Gemifloxacin	Gemifloxacin	Gemifloxacine	Gemifloksasiini	Gemifloxacine	Gemifloxacin	Γεμιφλοξασίνη	Gemifloxacina	ゲミフロキサシン	Gemifloxacin	Gemifloksacyna	Gemifloxacin	Gemifloxacin	Гемифлоксацин	Gemifloxacina	Gemifloxacin	Gemifloksasin	Геміфлоксацин
-Gentamicin	FALSE	TRUE	TRUE	FALSE	庆大霉素	Gentamicin	Gentamicin	Gentamicine	Gentamysiini	Gentamicine	Gentamicin	Γενταμικίνη	Gentamicina	ゲンタマイシン	Gentamicin	Gentamicin	Gentamicina	Gentamicină	Гентамицин	Gentamicina	Gentamicin	Gentamisin	Гентаміцин
-Grepafloxacin	FALSE	TRUE	TRUE	FALSE	格雷帕沙星	Grepafloxacin	Grepafloxacin	Grepafloxacine	Grepafloksasiini	Grepafloxacine	Grepafloxacin	Γρεπαφλοξασίνη	Grepafloxacina	グレパフロキサシン	Grepafloxacin	Grepafloksacyna	Grepafloxacin	Grepafloxacină	Грепафлоксацин	Grepafloxacina	Grepafloxacin	Grepafloksasin	Грепафлоксацин
-Hachimycin	FALSE	TRUE	TRUE	FALSE	哈奇霉素	Hachimycin	Hachimycin	Hachimycine	Hachimysiini	Hachimycine	Hachimycin	Χαχιμυκίνη	Hachimycin	ハチマイシン	Hachimycin	Hachimycin	Hachimycin	Hachimicină	Хатимицин	Hachimycin	Hachimycin	Hachimycin	Хачиміцин
-Hetacillin	FALSE	TRUE	TRUE	FALSE	赫拉西林	Hetacilin	Hetacillin	Hetacilline	Hetasilliini	Hétacilline	Hetacillin	Ετακιλλίνη	Hetacillin	ヘタシリン	Hetacillin	Hetacylina	Hetacillin	Hetacilină	Гетациллин	Hetacilina	Hetacillin	Hetasilin	Гетацилін
-Imipenem$	TRUE	TRUE	TRUE	FALSE	亚胺培南/西司他丁	Imipenem	Imipenem	Imipenem	Imipeneemi	Imipénème	Imipenem	Ιμιπενέμη	Imipenem	イミペネム	Imipenem	Imipenem	Imipenem	Imipenem	Имипенем	Imipenem	Imipenem	İmipenem	Іміпенем
-Imipenem/cilastatin	FALSE	TRUE	TRUE	FALSE	亚胺培南/西司他丁	Imipenem/cilastatin	Imipenem/cilastatin	Imipenem/enzymremmer	Imipeneemi/cilastatiini	Imipénème/cilastatine	Imipenem/Cilastatin	Ιμιπενέμη/σιλαστατίνη	Imipenem/cilastatina	イミペネム／シラスタチン	Imipenem/cilastatin	Imipenem/cilastatyna	Imipenem/coteltelatina	Imipenem/cilastatină	Имипенем/циластатин	Imipenem/cilastatina	Imipenem/cilastatin	İmipenem/silastatin	Іміпенем/циластатин
-Inosine pranobex	FALSE	TRUE	TRUE	FALSE	肌苷帕诺贝斯	Inosin pranobex	Inosin pranobex	Inosiplex	Inosiinipranobeksi	Inosine pranobex	Inosin-Pranobex	Ινοσίνη pranobex	Inosina pranobex	イノシン・プラノベックス	Inosin pranobex	Pranobeks inozyny	Pranobex inosine	Inosină pranobex	Инозин пранобекс	Inosina pranobex	Inosin pranobex	İnosin pranobeks	Інозин пранобекс
-Isepamicin	FALSE	TRUE	TRUE	FALSE	伊西帕米星	Isepamicin	Isepamicin	Isepamicine	Isepamysiini	Isepamicine	Isepamicin	Ισεπαµικίνη	Isepamicina	イセパマイシン	Isepamicin	Isepamicin	Isepamicina	Isepamicină	Исепамицин	Isepamicina	Isepamicin	İzepamisin	Ізепаміцин
-Isoconazole	FALSE	TRUE	TRUE	FALSE	氨甲蝶呤	Isokonazol	Isoconazol	Isoconazol	Isokonatsoli	Isoconazole	Isoconazol	Ισοκοναζόλη	Isoconazolo	イソコナゾール	Isokonazol	Izokonazol	Isoconazole	Isoconazol	Изоконазол	Isoconazol	Isokonazol	İzokonazol	Ізоконазол
-Isoniazid	FALSE	TRUE	TRUE	FALSE	伊索尼克酸	Isoniazid	Isoniazid	Isoniazide	Isoniatsidi	Isoniazide	Isoniazid	Ιζονιαζίδη	Isoniazide	イソニアジド	Isoniazid	Izoniazyd	Isoniazid	Isoniazidă	Изониазид	Isoniazida	Isoniazid	İzoniazid	Ізоніазид
-Itraconazole	FALSE	TRUE	TRUE	FALSE	伊曲康唑	Itrakonazol	Itraconazol	Itraconazol	Itrakonatsoli	Itraconazole	Itraconazol	Ιτρακοναζόλη	Itraconazolo	イトラコナゾール	Itrakonazol	Itrakonazol	Itraconazole	Itraconazol	Итраконазол	Itraconazol	Itrakonazol	İtrakonazol	Ітраконазол
-Josamycin	FALSE	TRUE	TRUE	FALSE	肌注	Josamycin	Josamycin	Josamycine	Josamysiini	Josamycine	Josamycin	Ζοζαμυκίνη	Josamicina	ホサマイシン	Josamycin	Josamycin	Josamycin	Josamicină	Джозамицин	Josamicina	Josamycin	Josamycin	Джозаміцин
-Kanamycin	FALSE	TRUE	TRUE	FALSE	卡那霉素	Kanamycin	Kanamycin	Kanamycine	Kanamysiini	Kanamycine	Kanamycin	Καναμυκίνη	Kanamicina	カナマイシン	Kanamycin	Kanamycin	Kanamycin	Kanamicină	Канамицин	Kanamicina	Kanamycin	Kanamisin	Канаміцин
-Ketoconazole	FALSE	TRUE	TRUE	FALSE	酮康唑	Ketokonazol	Ketoconazol	Ketoconazol	Ketokonatsoli	Kétoconazole	Ketoconazol	Κετοκοναζόλη	Ketoconazolo	ケトコナゾール	Ketokonazol	Ketokonazol	Ketoconazole	Ketoconazol	Кетоконазол	Ketoconazol	Ketokonazol	Ketokonazol	Кетоконазол
-Levofloxacin	FALSE	TRUE	TRUE	FALSE	氧氟沙星	Levofloxacin	Levofloxacin	Levofloxacine	Levofloksasiini	Lévofloxacine	Levofloxacin	Λεβοφλοξασίνη	Levofloxacina	レボフロキサシン	Levofloxacin	Levofloxacin	Levofloxacin	Levofloxacină	Левофлоксацин	Levofloxacina	Levofloxacin	Levofloksasin	Левофлоксацин
-Lincomycin	FALSE	TRUE	TRUE	FALSE	林可霉素	Linkomycin	Lincomycin	Lincomycine	Lincomycin	Lincomycine	Lincomycin	Λινκομυκίνη	Lincomicina	リンコマイシン	Lincomycin	Lincomycyna	Lincomycin	Lincomicină	Линкомицин	Lincomicina	Lincomycin	Lincomycin	Лінкоміцин
-Linezolid	FALSE	TRUE	TRUE	FALSE	利奈唑胺	Linezolid	Linezolid	Linezolid	Linezolid	Linezolid	Linezolid	Λινεζολίδη	Linezolid	リネゾリド	Linezolid	Linezolid	Linezolid	Linezolid	Линезолид	Linezolid	Linezolid	Linezolid	Лінезолід
-Lomefloxacin	FALSE	TRUE	TRUE	FALSE	洛美沙星	Lomefloxacin	Lomefloxacin	Lomefloxacine	Lomefloksasiini	Loméfloxacine	Lomefloxacin	Λομεφλοξασίνη	Lomefloxacina	ロメフロキサシン	Lomefloksacin	Lomefloxacin	Lomefloxacin	Lomefloxacină	Ломефлоксацин	Lomefloxacina	Lomefloxacin	Lomefloksasin	Ломефлоксацин
-Lysozyme	FALSE	TRUE	TRUE	FALSE	硫酸钠	Lysozym	Lysozym	Lysozym	Lysotsyymi	Lysozyme	Lysozym	Λυσοζύμη	Lisozima	リゾチーム	Lysozym	Lizozym	Lysozyme	Lizozimă	Лизоцим	Lisozima	Lysozym	Lizozim	Лізоцим
-Mandelic acid	FALSE	TRUE	TRUE	FALSE	扁桃酸	Kyselina mandlová	Mandelinsyre	Amandelzuur	Mandelihappo	Acide mandélique	Mandelsäure	Μανδελικό οξύ	Acido mandelico	マンデル酸	Mandelsyre	Kwas migdałowy	Ácido mandélico	Acid mandelic	Мандаловая кислота	Ácido mandélico	Mandelsyra	Mandelik asit	Мигдалева кислота
-Meropenem	FALSE	TRUE	TRUE	FALSE	美罗培南	Meropenem	Meropenem	Meropenem	Meropeneemi	Méropénème	Meropenem	Μεροπενέμη	Meropenem	メロペネム	Meropenem	Meropenem	Meropenem	Meropenem	Меропенем	Meropenem	Meropenem	Meropenem	Меропенем
-Metampicillin	FALSE	TRUE	TRUE	FALSE	氨苄青霉素	Metampicilin	Metampicillin	Metampicilline	Metampisilliini	Métampicilline	Metampicillin	Μεταμπικιλλίνη	Metampicillina	メタンピシリン	Metampicillin	Metampicylina	Metampicilina	Metampicilină	Метампициллин	Metampicilina	Metampicillin	Metampisilin	Метампіцилін
-Meticillin	FALSE	TRUE	TRUE	FALSE	美西林	Meticilin	Meticillin	Meticilline	Metisilliini	Méticilline	Meticillin	Μετικιλλίνη	Meticillina	メチシリン	Meticillin	Meticillin	Meticillin	Meticilină	Метициллин	Meticilina	Meticillin	Metisilin	Метицилін
-Metisazone	FALSE	TRUE	TRUE	FALSE	氨甲喋呤	Metisazon	Metisazon	Metisazon	Metisatsoni	Métisazone	Metisazon	Μετισαζόνη	Metisazone	メチサゾン	Metisazon	Metisazon	Metisazone	Metisazonă	Метисазон	Metisazona	Metisazon	Metisazon	Метисазон
-Metronidazole	FALSE	TRUE	TRUE	FALSE	甲硝唑	Metronidazol	Metronidazol	Metronidazol	Metronidatsoli	Métronidazole	Metronidazol	Μετρονιδαζόλη	Metronidazolo	メトロニダゾール	Metronidazol	Metronidazol	Metronidazol	Metronidazol	Метронидазол	Metronidazol	Metronidazol	Metronidazol	Метронідазол
-Mezlocillin	FALSE	TRUE	TRUE	FALSE	氨甲蝶呤	Mezlocillin	Mezlocillin	Mezlocilline	Mezlocillin	Mezlocilline	Mezlocillin	Μεζλοκιλλίνη	Mezlocillina	メスロシリン	Mezlocillin	Mezlocillin	Mezlocillin	Mezlocilină	Мезлоциллин	Mezlocilina	Mezlocillin	Mezlosilin	Мезлоцилін
-Micafungin	FALSE	TRUE	TRUE	FALSE	咪蒙灵	Mikafungin	Micafungin	Micafungine	Mikafungiini	Micafungine	Micafungin	Μικαφουνγκίνη	Micafungin	ミカファンギン	Micafungin	Micafungin	Micafungin	Micafungin	Микафунгин	Micafungina	Micafungin	Mikafungin	Мікафунгін
-Miconazole	FALSE	TRUE	TRUE	FALSE	米康唑	Mikonazol	Miconazol	Miconazol	Miconazole	Miconazole	Miconazol	Μικροναζόλη	Miconazolo	ミコナゾール	Miconazol	Mikonazol	Miconazole	Miconazol	Миконазол	Miconazol	Miconazol	Mikonazol	Міконазол
-Midecamycin	FALSE	TRUE	TRUE	FALSE	咪康霉素	Midekamycin	Midecamycin	Midecamycine	Midecamycin	Midecamycine	Midecamycin	Μεδεκαμυκίνη	Midecamicina	ミデカマイシン	Midecamycin	Midecamycin	Midecamycin	Midecamicină	Мидекамицин	Midecamicina	Midecamycin	Midecamycin	Мідекаміцин
-Miocamycin	FALSE	TRUE	TRUE	FALSE	米卡霉素	Miocamycin	Miocamycin	Miocamycine	Miocamycin	Miocamycine	Miocamycin	Μειοκαμυκίνη	Miocamicina	ミオカマイシン	Miocamycin	Miocamycin	Miocamicina	Miocamicină	Миокамицин	Miocamycin	Miocamycin	Miocamycin	Міокаміцин
-Moxifloxacin	FALSE	TRUE	TRUE	FALSE	莫西沙星	Moxifloxacin	Moxifloxacin	Moxifloxacine	Moksifloksasiini	Moxifloxacine	Moxifloxacin	Μοξιφλοξασίνη	Moxifloxacin	モキシフロキサシン	Moxifloxacin	Moxifloxacin	Moxifloxacina	Moxifloxacin	Моксифлоксацин	Moxifloxacina	Moxifloxacin	Moksifloksasin	Моксифлоксацин
-Mupirocin	FALSE	TRUE	TRUE	FALSE	莫匹罗星	Mupirocin	Mupirocin	Mupirocine	Mupirosiini	Mupirocine	Mupirocin	Μουπιροκίνη	Mupirocina	ムピロシン	Mupirocin	Mupirocyna	Mupirocina	Mupirocin	Мупироцин	Mupirocina	Mupirocin	Mupirosin	Мупіроцин
-Nalidixic acid	FALSE	TRUE	TRUE	FALSE	萘啶酸	Kyselina nalidixová	Nalidixinsyre	Nalidixinezuur	Nalidiksiinihappo	Acide nalidixique	Nalidixinsäure	Ναλιδιξικό οξύ	Acido nalidixico	ナリディキシック酸	Nalidixinsyre	Kwas nalidyksowy	Ácido nalidíxico	Acid nalidixic	Налидиксовая кислота	Ácido nalidíxico	Nalidixinsyra	Nalidiksik asit	Налідиксова кислота
-Neomycin	FALSE	TRUE	TRUE	FALSE	霉素	Neomycin	Neomycin	Neomycine	Neomysiini	Néomycine	Neomycin	Νεομυκίνη	Neomicina	ネオマイシン	Neomycin	Neomycyna	Neomicina	Neomicină	Неомицин	Neomicina	Neomycin	Neomisin	Неоміцин
-Netilmicin	FALSE	TRUE	TRUE	FALSE	硝苯地平	Netilmicin	Netilmicin	Netilmicine	Netilmisiini	Netilmicine	Netilmicin	Νετιλµικίνη	Netilmicin	ネチルミシン	Netilmicin	Netilmicin	Netilmicin	Netilmicină	Нетилмицин	Netilmicina	Netilmicin	Netilmisin	Нетилміцин
-Nitrofurantoin	FALSE	TRUE	TRUE	FALSE	硝呋太尔	Nitrofurantoin	Nitrofurantoin	Nitrofurantoine	Nitrofurantoiini	Nitrofurantoïne	Nitrofurantoin	Νιτροφουραντοΐνη	Nitrofurantoina	ニトロフラントイン	Nitrofurantoin	Nitrofurantoina	Nitrofurantoína	Nitrofurantoină	Нитрофурантоин	Nitrofurantoína	Nitrofurantoin	Nitrofurantoin	Нітрофурантоїн
-Norfloxacin	FALSE	TRUE	TRUE	FALSE	诺氟沙星	Norfloxacin	Norfloxacin	Norfloxacine	Norfloksasiini	Norfloxacine	Norfloxacin	Νορφλοξασίνη	Norfloxacina	ノルフロキサシン	Norfloxacin	Norfloxacin	Norfloxacin	Norfloxacină	Норфлоксацин	Norfloxacina	Norfloxacin	Norfloksasin	Норфлоксацин
-Novobiocin	FALSE	TRUE	TRUE	FALSE	诺氟沙星	Novobiocin	Novobiocin	Novobiocine	Novobiosiini	Novobiocine	Novobiocin	Νοβοβιοκίνη	Novobiocin	ノボビオシン	Novobiocin	Nowobiocyna	Novobiocin	Novobiocin	Новобиоцин	Novobiocina	Novobiocin	Novobiocin	Новобіоцин
-Nystatin	FALSE	TRUE	TRUE	FALSE	囊肿	Nystatin	Nystatin	Nystatine	Nystatin	Nystatine	Nystatin	Νυστατίνη	Nystatin	ナイスタチン	Nystatin	Nystatyna	Nystatin	Nistatină	Нистатин	Nistatina	Nystatin	Nistatin	Ністатин
-Ofloxacin	FALSE	TRUE	TRUE	FALSE	氧氟沙星	Ofloxacin	Ofloxacin	Ofloxacine	Ofloksasiini	Ofloxacine	Ofloxacin	Οφλοξασίνη	Ofloxacin	オフロキサシン	Ofloxacin	Ofloxacin	Ofloxacin	Ofloxacin	Офлоксацин	Ofloxacina	Ofloxacin	Ofloksasin	Офлоксацин
-Oleandomycin	FALSE	TRUE	TRUE	FALSE	奥兰多霉素	Oleandomycin	Oleandomycin	Oleandomycine	Oleandomysiini	Oleandomycine	Oleandomycin	Ολεαντομυκίνη	Oleandomicina	オレアンドマイシン	Oleandomycin	Oleandomycin	Oleandomicina	Oleandomicină	Олеандомицин	Oleandomicina	Oleandomycin	Oleandomisin	Олеандоміцин
-Ornidazole	FALSE	TRUE	TRUE	FALSE	奥硝唑	Ornidazol	Ornidazol	Ornidazol	Ornidatsoli	Ornidazole	Ornidazol	Ορνιδαζόλη	Ornidazolo	オルニダゾール	Ornidazol	Ornidazol	Ornidazole	Ornidazol	Орнидазол	Ornidazol	Ornidazol	Ornidazol	Орнідазол
-Oxacillin	FALSE	TRUE	TRUE	FALSE	奥沙西林	Oxacilin	Oxacillin	Oxacilline	Oksasilliini	Oxacilline	Oxacillin	Οξακιλλίνη	Oxacillina	オキサシリン	Oksacillin	Oksacylina	Oxacillin	Oxacilină	Оксациллин	Oxacilina	Oxacillin	Oksasilin	Оксацилін
-Oxolinic acid	FALSE	TRUE	TRUE	FALSE	氧氟沙星	Kyselina oxolinová	Oxolinsyre	Oxolinezuur	Oksoliinihappo	Acide oxolinique	Oxolinsäure	Οξολινικό οξύ	Acido ossolinico	オキソリニック酸	Oksolinsyre	Kwas oksolinowy	Ácido oxolínico	Acid oxolinic	Оксолиновая кислота	Ácido oxolínico	Oxolinsyra	Oksolinik asit	Оксолінова кислота
-Oxytetracycline	FALSE	TRUE	TRUE	FALSE	土四环素	Oxytetracyklin	Oxytetracyclin	Oxytetracycline	Oksitetrasykliini	Oxytétracycline	Oxytetracyclin	Οξυτετρακυκλίνη	Ossitetraciclina	オキシテトラサイクリン	Oksytetracyklin	Oksytetracyklina	Oxitetraciclina	Oxitetraciclină	Окситетрациклин	Oxitetraciclina	Oxytetracyklin	Oksitetrasiklin	Окситетрациклін
-Pazufloxacin	FALSE	TRUE	TRUE	FALSE	帕唑沙星	Pazufloxacin	Pazufloxacin	Pazufloxacine	Pazufloksasiini	Pazufloxacine	Pazufloxacin	Παζουφλοξασίνη	Pazufloxacin	パズフロキサシン	Pazufloxacin	Pazufloxacin	Pazufloxacin	Pazufloxacin	Пазуфлоксацин	Pazufloxacina	Pazufloxacin	Pazufloksasin	Пазуфлоксацин
-Pefloxacin	FALSE	TRUE	TRUE	FALSE	培氟沙星	Pefloxacin	Pefloxacin	Pefloxacine	Pefloksasiini	Péfloxacine	Pefloxacin	Πεφλοξασίνη	Pefloxacina	ペフロキサシン	Pefloxacin	Pefloksacyna	Pefloxacin	Pefloxacina	Пефлоксацин	Pefloxacina	Pefloxacin	Pefloksasin	Пефлоксацин
-Penamecillin	FALSE	TRUE	TRUE	FALSE	青霉素	Penamecilin	Penamecillin	Penamecilline	Penamekilliini	Pénamécilline	Penamecillin	Πεναμεσιλλίνη	Penamecillina	ペナメシリン	Penamecillin	Penamecylina	Penamecilina	Penamecilină	Пенамециллин	Penamecilina	Penamecillin	Penamecillin	Пенамецилін
-Penicillin	FALSE	TRUE	TRUE	FALSE	青霉素	Penicilin	Penicillin	Penicilline	Penisilliini	Pénicilline	Penicillin	Πενικιλλίνη	Penicillina	ペニシリン	Penicillin	Penicylina	Penicilina	Penicilină	Пенициллин	Penicilina	Penicillin	Penisilin	Пеніцилін
-Pheneticillin	FALSE	TRUE	TRUE	FALSE	菲尼克斯	Feneticilin	Pheneticillin	Feneticilline	Fenetisilliini	Phénéticilline	Pheneticillin	Φαινετικιλλίνη	Feneticillina	フェネチシリン	Feneticillin	Fenicylina	Pheneticillin	Feneticilină	Фенетициллин	Feneticilina	Feneticillin	Pheneticillin	Фенетіцилін
-Phenoxymethylpenicillin	FALSE	TRUE	TRUE	FALSE	苯氧甲基青霉素	Fenoxymethylpenicilin	Phenoxymethylpenicillin	Fenoxymethylpenicilline	Fenoksimetyylipenisilliini	Phénoxyméthylpénicilline	Phenoxymethylpenicillin	Φαινοξυμεθυλοπενικιλλίνη	Fenossimetilpenicillina	フェノキシメチルペニシリン	Fenoksymetylpenicillin	Fenoksymetylopenicylina	Fenoximetilpenicilina	Fenoximetilpenicilină	Феноксиметилпенициллин	Fenoximetilpenicilina	Fenoximetylpenicillin	Fenoksimetilpenisilin	Феноксиметилпеніцилін
-Pipemidic acid	FALSE	TRUE	TRUE	FALSE	吡哌酸	Kyselina pipemidová	Pipemidinsyre	Pipemidinezuur	Pipemidiinihappo	Acide pipémidique	Pipemidinsäure	Πιπεμιδικό οξύ	Acido pipemidico	ピペミド酸	Pipemidinsyre	Kwas pipemidowy	Ácido pipemídico	Acid pipemidic	Пипемидовая кислота	Ácido pipemídico	Pipemidinsyra	Pipemidik asit	Піпемідова кислота
-Piperacillin$	TRUE	TRUE	TRUE	FALSE	哌拉西林	Piperacilin	Piperacillin	Piperacilline	Piperasilliini	Pipéracilline	Piperacillin	Πιπερακιλλίνη	Piperacillina	ピペラシリン	Piperacillin	Piperacillin	Piperacilina	Piperacilină	Пиперациллин	Piperacilina	Piperacillin	Piperasilin	Піперацилін
-Piperacillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	哌拉西林/β-内酰胺酶抑制剂	Piperacilin/inhibitor beta-laktamázy	Piperacillin/beta-lactamasehæmmer	Piperacilline/enzymremmer	Piperasilliini/beeta-laktamaasin estäjä	Pipéracilline/inhib. de bêta-lactamase	Piperacillin/Beta-Lactamase-Hemmer	Αναστολέας της πιπερακιλλίνης/β-λακταμάσης	Piperacillina/inib. d. beta-lattamasi	ピペラシリン／β-ラクタマーゼ阻害剤	Piperacillin/beta-laktamasehemmer	Piperacylina/inhibitor beta-laktamazy	Piperacilina/inibid. da beta-lactamase	Inhibitor de piperacilină/beta-lactamază	Пиперациллин/ингибитор бета-лактамазы	Piperacilina/inhib. de la beta-lactamasa	Piperacillin/betalaktamashämmare	Piperasilin/beta-laktamaz inhibitörü	Піперацилін/інгібітор бета-лактамаз
-Piromidic acid	FALSE	TRUE	TRUE	FALSE	吡罗米酸	Kyselina piromidová	Piromidinsyre	Piromidinezuur	Piromidiinihappo	Acide piromidique	Piromidinsäure	Πηρομιδικό οξύ	Acido piromidico	ピロミジン酸	Piromidinsyre	Kwas piromidowy	Ácido piromídico	Acid piromidic	Пиромидовая кислота	Ácido piromídico	Piromidinsyra	Piromidik asit	Піромідова кислота
-Pivampicillin	FALSE	TRUE	TRUE	FALSE	哌拉西林	Pivampicilin	Pivampicillin	Pivampicilline	Pivampisilliini	Pivampicilline	Pivampicillin	Πιβαµπικιλλίνη	Pivampicillina	ピバンピシリン	Pivampicillin	Pivampicillin	Pivampicilina	Pivampicilină	Пивампициллин	Pivampicilina	Pivampicillin	Pivampisilin	Півампіцилін
-Polymyxin B	FALSE	TRUE	TRUE	FALSE	多粘菌素B	Polymyxin B	Polymyxin B	Polymyxine B	Polymysiini B	Polymyxine B	Polymyxin B	Πολυμυξίνη Β	Polimixina B	ポリミキシンB	Polymyxin B	Polimyksyna B	Polimixina B	Polimixină B	Полимиксин В	Polimixina B	Polymyxin B	Polimiksin B	Поліміксин B
-Posaconazole	FALSE	TRUE	TRUE	FALSE	泊沙康唑	Posakonazol	Posaconazol	Posaconazol	Posakonatsoli	Posaconazole	Posaconazol	Ποσακοναζόλη	Posaconazolo	ポサコナゾール	Posakonazol	Posaconazol	Posaconazole	Posaconazol	Посаконазол	Posaconazol	Posakonazol	Posakonazol	Позаконазол
-Pristinamycin	FALSE	TRUE	TRUE	FALSE	普利司特霉素	Pristinamycin	Pristinamycin	Pristinamycine	Pristinamysiini	Pristinamycine	Pristinamycin	Πριστιναμυκίνη	Pristinamicina	プリスチナマイシン	Pristinamycin	Pristinamycin	Pristinamicina	Pristinamicină	Пристинамицин	Pristinamicina	Pristinamycin	Pristinamisin	Пристинаміцин
-Procaine benzylpenicillin	FALSE	TRUE	TRUE	FALSE	普鲁卡因青霉素	Prokain benzylpenicilin	Prokainbenzylpenicillin	Benzylpenicillineprocaine	Prokaiinibentsyylipenisilliini	Procaïne benzylpénicilline	Procain-Benzylpenicillin	Βενζυλοπενικιλλίνη προκαΐνης	Procaina benzilpenicillina	プロカインベンジルペニシリン	Prokain benzylpenicillin	Benzylopenicylina prokainowa	Procaína benzilpenicilina	Benzilpenicilină procaină	Прокаин бензилпенициллин	Bencilpenicilina procaína	Prokainbenzylpenicillin	Prokain benzilpenisilin	Прокаїну бензилпеніцилін
-Propicillin	FALSE	TRUE	TRUE	FALSE	普利西林	Propicilin	Propicillin	Propicilline	Propisilliini	Propicilline	Propicillin	Προπικιλλίνη	Propicillina	プロピシリン	Propicillin	Propicylina	Propicilina	Propicilină	Пропициллин	Propicilina	Propicillin	Propisilin	Пропіцилін
-Prulifloxacin	FALSE	TRUE	TRUE	FALSE	普利沙星	Prulifloxacin	Prulifloxacin	Prulifloxacine	Prulifloksasiini	Prulifloxacine	Prulifloxacin	Προυλιφλοξασίνη	Prulifloxacina	プルリフロキサシン	Prulifloxacin	Prulifloksacyna	Prulifloxacina	Prulifloxacină	Прулифлоксацин	Prulifloxacina	Prulifloxacin	Prulifloksasin	Пруліфлоксацин
-Quinupristin/dalfopristin	FALSE	TRUE	TRUE	FALSE	奎宁斯丁/达夫普利斯丁	Chinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristine/dalfopristine	Kinupristiini/dalfopristiini	Quinupristine/dalfopristine	Quinupristin/Dalfopristin	Κινουπριστίνη/νταλφοπριστίνη	Quinupristina/dalfopristina	キヌプリスチン／ダルフォプリスチン	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Квинупристин/дальфопристин	Quinupristina/dalfopristina	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Хінупристин/дальфопристин
-Ribostamycin	FALSE	TRUE	TRUE	FALSE	利波霉素	Ribostamycin	Ribostamycin	Ribostamycine	Ribostamysiini	Ribostamycine	Ribostamycin	Ριμποσταμυκίνη	Ribostamicina	リボスタマイシン	Ribostamycin	Ribostamycyna	Ribostamicina	Ribostamicină	Рибостамицин	Ribostamicina	Ribostamycin	Ribostamisin	Рибостаміцин
-Rifabutin	FALSE	TRUE	TRUE	FALSE	利福布汀	Rifabutin	Rifabutin	Rifabutine	Rifabutiini	Rifabutine	Rifabutin	Ριφαμπουτίνη	Rifabutina	リファブチン	Rifabutin	Rifabutin	Rifabutin	Rifabutină	Рифабутин	Rifabutina	Rifabutin	Rifabutin	Рифабутин
-Rifampicin$	TRUE	TRUE	TRUE	FALSE	利福平	Rifampicin	Rifampicin	Rifampicine	Rifampisiini	Rifampicine	Rifampicin	Ριφαμπικίνη	Rifampicina	リファンピシン	Rifampicin	Rifampicyna	Rifampicina	Rifampicină	Рифампицин	Rifampicina	Rifampicin	Rifampisin	Рифампіцин
-Rifampicin/isoniazid	FALSE	TRUE	TRUE	FALSE	利福平/异烟肼	Rifampicin/isoniazid	Rifampicin/isoniazid	Rifampicine/isoniazide	Rifampisiini/isonitsidi	Rifampicine/isoniazide	Rifampicin/Isoniazid	Ριφαμπικίνη/ισονιαζίδη	Rifampicina/isoniazide	リファンピシン/イソニアジド	Rifampicin/isoniazid	Rifampicyna/izoniazyd	Rifampicina/isoniazida	Rifampicină/isoniazidă	Рифампицин/изониазид	Rifampicina/isoniazida	Rifampicin/isoniazid	Rifampisin/izoniazid	Рифампіцин/ізоніазид
-Rifampicin/pyrazinamide/ethambutol/isoniazid	FALSE	TRUE	TRUE	FALSE	利福平/吡嗪酰胺/乙胺丁醇/异烟肼	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampicine/pyrazinamide/ethambutol/isoniazide	Rifampisiini/pyratsiiniamidi/etambutoli/isonatsidi Rifampisiini/pyratsiiniamidi/etambutoli/isonatsidi	Rifampicine/pyrazinamide/éthambutol/isoniazide	Rifampicin/Pyrazinamid/Ethambutol/Isoniazid	Ριφαμπικίνη/πυραζιναμίδη/εθαμβουτόλη/ισονιαζίδη	Rifampicina/pirazinamide/etambutolo/isoniazide	リファンピシン／ピラジナミド／エタンブトール／イソニアジド	Rifampicin/pyrazinamid/etambutol/isoniazid	Rifampicyna/pirazinamid/etambutol/izoniazyd	Rifampicina/pirazinamida/etambutol/isoniazida	Rifampicină/pirazinamidă/etambutol/isoniazidă	Рифампицин/пиразинамид/этамбутол/исониазид	Rifampicina/pirazinamida/etambutol/isoniazida	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampisin/pirazinamid/etambutol/izoniazid	Рифампіцин/піразинамід/етамбутол/ізоніазид
-Rifampicin/pyrazinamide/isoniazid	FALSE	TRUE	TRUE	FALSE	利福平/吡嗪酰胺/异烟肼	Rifampicin/pyrazinamid/isoniazid	Rifampicin/pyrazinamid/isoniazid	Rifampicine/pyrazinamide/isoniazide	Rifampisiini/pyratsiiniamidi/isonitsidi Rifampisiini/pyratsiiniamidi/isonitsidi	Rifampicine/pyrazinamide/isoniazide	Rifampicin/Pyrazinamid/Isoniazid	Ριφαμπικίνη/πυραζιναμίδη/ισονιαζίδη	Rifampicina/pirazinamide/isoniazide	リファンピシン/ピラジナミド/イソニアジド	Rifampicin/pyrazinamid/isoniazid	Rifampicyna/pirazynamid/izoniazyd	Rifampicina/pirazinamida/isoniazida	Rifampicină/pirazinamidă/isoniazidă	Рифампицин/пиразинамид/изониазид	Rifampicina/pirazinamida/isoniazida	Rifampicin/pyrazinamid/isoniazid	Rifampisin/pirazinamid/izoniazid	Рифампіцин/піразинамід/ізоніазид
-Rifamycin	FALSE	TRUE	TRUE	FALSE	利福霉素	Rifamycin	Rifamycin	Rifamycine	Rifamysiini	Rifamycine	Rifamycin	Ριφαμυκίνη	Rifamicina	リファマイシン	Rifamycin	Rifamycyna	Rifamycin	Rifamicină	Рифамицин	Rifamicina	Rifamycin	Rifamisin	Рифаміцин
-Rifaximin	FALSE	TRUE	TRUE	FALSE	利福昔明	Rifaximin	Rifaximin	Rifaximine	Rifaksimiini	Rifaximine	Rifaximin	Ριφαξιμίνη	Rifaximina	リファキシミン	Rifaximin	Rifaximin	Rifaximin	Rifaximin	Рифаксимин	Rifaximina	Rifaximin	Rifaximin	Рифаксимін
-Rokitamycin	FALSE	TRUE	TRUE	FALSE	罗奇霉素	Rokitamycin	Rokitamycin	Rokitamycine	Rokitamysiini	Rokitamycine	Rokitamycin	Ροκιταμυκίνη	Rokitamicina	ロキタマイシン	Rokitamycin	Rokitamycyna	Rokitamycin	Rokitamicină	Рокитамицин	Rokitamicina	Rokitamycin	Rokitamisin	Рокітаміцин
-Rosoxacin	FALSE	TRUE	TRUE	FALSE	罗红霉素	Rosoxacin	Rosoxacin	Rosoxacine	Rosoksasiini	Rosoxacine	Rosoxacin	Ροζοξακίνη	Rosoxacina	ロソキサシン	Rosoksacin	Rosoxacin	Rosoxacina	Rosoxacin	Розоксацин	Rosoxacina	Rosoxacin	Rosoxacin	Розоксацин
-Roxithromycin	FALSE	TRUE	TRUE	FALSE	罗红霉素	Roxithromycin	Roxithromycin	Roxitromycine	Roksitromysiini	Roxithromycine	Roxithromycin	Ροξιθρομυκίνη	Roxitromicina	ロキシスロマイシン	Roxitromycin	Roksytromycyna	Roxitromicina	Roxitromicină	Рокситромицин	Roxitromicina	Roxitromycin	Roxithromycin	Рокситроміцин
-Rufloxacin	FALSE	TRUE	TRUE	FALSE	罗氟沙星	Rufloxacin	Rufloxacin	Rufloxacine	Rufloksasiini	Rufloxacine	Rufloxacin	Ρουφλοξασίνη	Rufloxacina	ルフロキサシン	Rufloxacin	Rufloxacin	Rufloxacin	Rufloxacin	Руфлоксацин	Rufloxacina	Rufloxacin	Rufloksasin	Руфлоксацин
-Sisomicin	FALSE	TRUE	TRUE	FALSE	西索米星	Sisomicin	Sisomicin	Sisomicine	Sisomisiini	Sisomicine	Sisomicin	Σισομικίνη	Sisomicina	シソマイシン	Sisomicin	Sisomicin	Sisomicina	Sisomicină	Сизомицин	Sisomicina	Sisomicin	Sisomisin	Сизоміцин
-Sodium aminosalicylate	FALSE	TRUE	TRUE	FALSE	氨基水杨酸钠	Aminosalicylát sodný	Natriumaminosalicylat	Aminosalicylzuur	Natriumaminosalisylaatti	Aminosalicylate de sodium	Natrium-Aminosalicylat	Αμινοσαλικυλικό νάτριο	Sodio aminosalicilato	アミノサリチル酸ソーダ	Natriumaminosalicylat	Aminosalicylan sodu	Aminosalicilato de sódio	Aminosalicilat de sodiu	Аминосалицилат натрия	Aminosalicilato de sodio	Natriumaminosalicylat	Sodyum aminosalisilat	Натрію аміносаліцилат
-Sparfloxacin	FALSE	TRUE	TRUE	FALSE	氨水杨酸钠	Sparfloxacin	Sparfloxacin	Sparfloxacine	Sparfloksasiini	Sparfloxacine	Sparfloxacin	Σπαρφλοξασίνη	Sparfloxacina	スパルフロキサシン	Sparfloxacin	Sparfloxacin	Sparfloxacin	Sparfloxacina	Спарфлоксацин	Esparfloxacina	Sparfloxacin	Sparfloksasin	Спарфлоксацин
-Spectinomycin	FALSE	TRUE	TRUE	FALSE	大观霉素	Spectinomycin	Spectinomycin	Spectinomycine	Spectinomycin	Spectinomycine	Spectinomycin	Σπεκτινομυκίνη	Spectinomycin	スペクチノマイシン	Spectinomycin	Spektynomycyna	Spectinomycin	Spectinomicină	Спектиномицин	Espectinomicina	Spektinomycin	Spektinomisin	Спектиноміцин
-Spiramycin	FALSE	TRUE	TRUE	FALSE	斯皮拉菌素	Spiramycin	Spiramycin	Spiramycine	Spiramysiini	Spiramycine	Spiramycin	Σπιραμυκίνη	Spiramicina	スピラマイシン	Spiramycin	Spiramycyna	Spiramycin	Spiramicină	Спирамицин	Espiramicina	Spiramycin	Spiramisin	Спіраміцин
-Spiramycin/metronidazole	FALSE	TRUE	TRUE	FALSE	螺旋霉素/甲硝唑	Spiramycin/metronidazol	Spiramycin/metronidazol	Spiramycine/metronidazol	Spiramysiini/metronidatsoli	Spiramycine/métronidazole	Spiramycin/Metronidazol	Σπιραμυκίνη/μετρονιδαζόλη	Spiramicina/metronidazolo	スピラマイシン／メトロニダゾール	Spiramycin/metronidazol	Spiramycyna/metronidazol	Spiramycin/metronidazol	Spiramicină/metronidazol	Спирамицин/метронидазол	Espiramicina/metronidazol	Spiramycin/metronidazol	Spiramisin/metronidazol	Спіраміцин/метронідазол
-Staphylococcus immunoglobulin	FALSE	TRUE	TRUE	FALSE	葡萄球菌免疫球蛋白	Stafylokokový imunoglobulin	Stafylokok-immunglobulin	Stafylokokkenimmunoglobuline	Staphylococcus-immunoglobuliini	Immunoglobuline staphylococcique	Staphylococcus-Immunoglobulin	Σταφυλόκοκκος ανοσοσφαιρίνη	Immunoglobulina per stafilococco	ブドウ球菌免疫グロブリン	Staphylococcus immunglobulin	Immunoglobulina gronkowcowa	Imunoglobulina de Staphylococcus	Imunoglobulină stafilococică	Стафилококковый иммуноглобулин	Inmunoglobulina estafilocócica	Immunoglobulin mot stafylokocker	Staphylococcus immünoglobulin	Стафілококовий імуноглобулін
-Streptoduocin	FALSE	TRUE	TRUE	FALSE	链霉素	Streptoduocin	Streptoduocin	Streptoduocine	Streptoduocin	Streptoduocine	Streptoduocin	Στρεπτοδουοκίνη	Streptoduocin	ストレプトデュオシン	Streptoduocin	Streptoduocin	Estreptoduocina	Streptoduocin	Стрептодуоцин	Estreptoduocina	Streptoduocin	Streptoduosin	Стрептодуоцин
-Streptomycin	FALSE	TRUE	TRUE	FALSE	霉素	Streptomycin	Streptomycin	Streptomycine	Streptomysiini	Streptomycine	Streptomycin	Στρεπτομυκίνη	Streptomicina	ストレプトマイシン	Streptomycin	Streptomycyna	Streptomycin	Streptomicină	Стрептомицин	Estreptomicina	Streptomycin	Streptomisin	Стрептоміцин
-Streptomycin/isoniazid	FALSE	TRUE	TRUE	FALSE	链霉素/异烟肼	Streptomycin/izoniazid	Streptomycin/isoniazid	Streptomycine/isoniazide	Streptomysiini/isoniasidi	Streptomycine/isoniazide	Streptomycin/Isoniazid	Στρεπτομυκίνη/ισονιαζίδη	Streptomicina/isoniazide	ストレプトマイシン/イソニアジド	Streptomycin/isoniazid	Streptomycyna/izoniazyd	Streptomicina/isoniazida	Streptomicină/isoniazidă	Стрептомицин/изониазид	Estreptomicina/isoniazida	Streptomycin/isoniazid	Streptomisin/izoniazid	Стрептоміцин/ізоніазид
-Sulbenicillin	FALSE	TRUE	TRUE	FALSE	磺苄西林	Sulbenicillin	Sulbenicillin	Sulbenicilline	Sulbenisilliini	Sulbenicilline	Sulbenicillin	Σουλμπενικιλλίνη	Sulbenicillina	スルベニシリン	Sulbenicillin	Sulbenicylina	Sulbenicilina	Sulbenicilină	Сульбенициллин	Sulbenicilina	Sulbenicillin	Sulbenisilin	Сульбеніцилін
-Sulfadiazine/tetroxoprim	FALSE	TRUE	TRUE	FALSE	磺胺嘧啶/四氧嘧啶	Sulfadiazin/tetroxoprim	Sulfadiazin/tetroxoprim	Sulfadiazine/tetroxoprim	Sulfadiatsiini/tetroksopriimi	Sulfadiazine/tetroxoprime	Sulfadiazin/Tetroxoprim	Σουλφαδιαζίνη/τετροξοπρίμη	Sulfadiazina/tetroxoprim	スルファジアジン/テトロキソプリム	Sulfadiazin/tetroksoprim	Sulfadiazyna/tetroksoprim	Sulfadiazina/tetroxoprim	Sulfadiazină/tetroxoprim	Сульфадиазин/тетроксоприм	Sulfadiazina/tetroxoprim	Sulfadiazin/tetroxoprim	Sülfadiazin/tetroksoprim	Сульфадіазин/тетроксоприм
-Sulfadiazine/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺嘧啶/三甲氧苄啶	Sulfadiazin/trimetoprim	Sulfadiazin/trimethoprim	Sulfadiazine/trimethoprim	Sulfadiatsiini/trimetopriimi	Sulfadiazine/triméthoprime	Sulfadiazin/Trimethoprim	Σουλφαδιαζίνη/τριμεθοπρίμη	Sulfadiazina/trimetoprim	スルファジアジン/トリメトプリム	Sulfadiazin/trimetoprim	Sulfadiazyna/trimetoprim	Sulfadiazina/trimethoprim	Sulfadiazină/trimetoprim	Сульфадиазин/триметоприм	Sulfadiazina/trimetoprima	Sulfadiazin/trimetoprim	Sülfadiazin/trimetoprim	Сульфадіазин/триметоприм
-Sulfadimidine/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺嘧啶/三甲氧苄啶	Sulfadimidin/trimetoprim	Sulfadimidin/trimethoprim	Sulfadimidine/trimethoprim	Sulfadimidiini/trimetopriimi	Sulfadimidine/triméthoprime	Sulfadimidin/Trimethoprim	Σουλφαδιμιδίνη/τριμεθοπρίμη	Sulfadimidina/trimetoprim	スルファジミジン／トリメトプリム	Sulfadimidin/trimetoprim	Sulfadimidyna/trimetoprim	Sulfadimidina/trimethoprim	Sulfadimidină/trimetoprim	Сульфадимидин/триметоприм	Sulfadimidina/trimetoprima	Sulfadimidin/trimetoprim	Sülfadimidin/trimetoprim	Сульфадимідин/триметоприм
-Sulfafurazole	FALSE	TRUE	TRUE	FALSE	磺胺呋喃唑	Sulfafurazol	Sulfafurazol	Sulfafurazol	Sulfafuratsoli	Sulfafurazole	Sulfafurazol	Σουλφαφουραζόλη	Sulfafurazolo	スルファフラゾール	Sulfafurazol	Sulfafurazol	Sulfafurazole	Sulfafurazol	Сульфафуразол	Sulfafurazol	Sulfafurazol	Sülfafurazol	Сульфафуразол
-Sulfaisodimidine	FALSE	TRUE	TRUE	FALSE	磺胺二甲嘧啶	Sulfaisodimidin	Sulfaisodimidin	Sulfisomidine	Sulfaisodimidiini	Sulfaisodimidine	Sulfaisodimidin	Σουλφαϊζοδιμιδίνη	Sulfaisodimidina	スルファイソジミジン	Sulfaisodimidin	Sulfaisodimidine	Sulfaisodimidina	Sulfaisodimidină	Сульфаизодимидин	Sulfaisodimidina	Sulfaisodimidin	Sülfaizodimidin	Сульфаізодимідин
-Sulfalene	FALSE	TRUE	TRUE	FALSE	磺胺类药物	Sulfalen	Sulfalen	Sulfaleen	Sulfaleeni	Sulfalène	Sulfalene	Σουλφαλένιο	Sulfalene	スルファレン	Sulfen	Sulfalen	Sulfaleno	Sulfalenă	Сульфален	Sulfaleno	Sulfen	Sülfalen	Сульфален
-Sulfamazone	FALSE	TRUE	TRUE	FALSE	磺胺脒	Sulfamazon	Sulfamazon	Sulfamazon	Sulfamatsoni	Sulfamazone	Sulfamazon	Σουλφαμαζόνη	Sulfamazone	スルファマゾン	Sulfamazon	Sulfamazon	Sulfamazona	Sulfamazonă	Сульфамазон	Sulfamazona	Sulfamazon	Sülfamazon	Сульфамазон
-Sulfamerazine/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺脒/三甲氧苄氨嘧啶	Sulfamerazin/trimetoprim	Sulfamerazin/trimethoprim	Sulfamerazine/trimethoprim	Sulfameratsiini/trimetopriimi	Sulfamérazine/triméthoprime	Sulfamerazin/Trimethoprim	Σουλφαμεραζίνη/τριμεθοπρίμη	Sulfamerazina/trimetoprim	スルファメラジン／トリメトプリム	Sulfamerazin/trimetoprim	Sulfamerazyna/trimetoprim	Sulfamerazina/trimethoprim	Sulfamerazină/trimetoprim	Сульфамеразин/триметоприм	Sulfamerazina/trimetoprima	Sulfamerazin/trimetoprim	Sülfamerazin/trimetoprim	Сульфамеразин/триметоприм
-Sulfamethizole	FALSE	TRUE	TRUE	FALSE	磺胺甲基咪唑	Sulfamethizol	Sulfamethizol	Sulfamethizol	Sulfametatsoli	Sulfaméthizole	Sulfamethizol	Sulfamethizole	Sulfamethizolo	スルファメチゾール	Sulfametizol	Sulfamethizole	Sulfametizole	Sulfamețizol	Сульфаметизол	Sulfametozol	Sulfamethizol	Sülfametizol	Сульфаметізол
-Sulfamethoxazole$	TRUE	TRUE	TRUE	FALSE	磺胺甲噁唑	Sulfamethoxazol	Sulfamethoxazol	Sulfamethoxazol	Sulfametoksatsoli	Sulfaméthoxazole	Sulfamethoxazol	Σουλφαμεθοξαζόλη	Sulfametossazolo	スルファメトキサゾール	Sulfametoksazol	Sulfametoksazol	Sulfamethoxazole	Sulfametoxazol	Сульфаметоксазол	Sulfametoxazol	Sulfametoxazol	Sülfametoksazol	Сульфаметоксазол
-Sulfamethoxazole/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺甲噁唑/三甲氧苄啶	Sulfamethoxazol/trimethoprim	Sulfamethoxazol/trimethoprim	Sulfamethoxazol/trimethoprim	Sulfametoksatsoli/trimetopriimi	Sulfaméthoxazole/triméthoprime	Sulfamethoxazol/Trimethoprim	Σουλφαμεθοξαζόλη/τριμεθοπρίμη	Sulfametossazolo/trimetoprim	スルファメトキサゾール／トリメトプリム	Sulfametoksazol/trimetoprim	Sulfametoksazol/trimetoprim	Sulfametoxazol/trimethoprim	Sulfametoxazol/trimetoprim	Сульфаметоксазол/триметоприм	Sulfametoxazol/trimetoprima	Sulfametoxazol/trimetoprim	Sülfametoksazol/trimetoprim	Сульфаметоксазол/триметоприм
-Sulfametoxydiazine	FALSE	TRUE	TRUE	FALSE	磺胺甲噁唑	Sulfametoxydiazin	Sulfametoxydiazin	Sulfamethoxydiazine	Sulfametoksidiatsiini	Sulfamétoxydiazine	Sulfametoxydiazin	Σουλφαμετοξυδιαζίνη	Sulfametoxydiazine	スルファメトキシジアジン	Sulfametoksydiazin	Sulfametoksydiazyna	Sulfametoxidiazina	Sulfametoxidiazină	Сульфаметоксидиазин	Sulfametoxidiazina	Sulfametoxydiazin	Sulfametoksidiyazin	Сульфаметоксидіазин
-Sulfametrole/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺甲醚/三甲氧嘧啶	Sulfametrol/trimetoprim	Sulfametrol/trimethoprim	Sulfametrol/trimethoprim	Sulfametroli/trimetopriimi	Sulfamétrole/triméthoprime	Sulfametrole/Trimethoprim	Σουλφαμετρόλη/τριμεθοπρίμη	Sulfametrole/trimetoprim	スルファメトロール/トリメトプリム	Sulfametrol/trimetoprim	Sulfametrol/trimetoprim	Sulfametrole/trimethoprim	Sulfametrole/trimetoprim	Сульфаметрол/триметоприм	Sulfametrol/trimetoprima	Sulfametrol/trimetoprim	Sülfametrol/trimetoprim	Сульфаметрол/триметоприм
-Sulfamoxole$	TRUE	TRUE	TRUE	FALSE	磺胺甲噁唑	Sulfamoxol	Sulfamoxol	Sulfamoxol	Sulfamoksoli	Sulfamoxole	Sulfamoxol	Σουλφαμοξόλη	Sulfamoxolo	スルファモキソール	Sulfamoksol	Sulfamoksol	Sulfamoxole	Sulfamoxol	Сульфамоксол	Sulfamoxole	Sulfamoxol	Sülfamoksol	Сульфамоксол
-Sulfamoxole/trimethoprim	FALSE	TRUE	TRUE	FALSE	磺胺甲噁唑/三甲氧苄啶	Sulfamoxol/trimetoprim	Sulfamoxol/trimethoprim	Sulfamoxol/trimethoprim	Sulfamoksoli/trimetopriimi	Sulfamoxole/triméthoprime	Sulfamoxol/Trimethoprim	Σουλφαμοξόλη/τριμεθοπρίμη	Sulfamoxolo/trimetoprim	スルファモキソール/トリメトプリム	Sulfamoksol/trimetoprim	Sulfamoksol/trimetoprim	Sulfamoxole/trimethoprim	Sulfamoxol/trimetoprim	Сульфамоксол/триметоприм	Sulfamoxol/trimetoprima	Sulfamoxol/trimetoprim	Sülfamoksol/trimetoprim	Сульфамоксол/триметоприм
-Sulfaperin	FALSE	TRUE	TRUE	FALSE	磺胺类药物	Sulfaperin	Sulfaperin	Sulfaperine	Sulfaperiini	Sulfapérine	Sulfaperin	Σουλφαπερίνη	Sulfaperin	スルファペリン	Sulfaperin	Sulfaperin	Sulfaperin	Sulfaperin	Сульфаперин	Sulfametoxazol	Sulfaperin	Sülfaperin	Сульфаперин
-Sulfaphenazole	FALSE	TRUE	TRUE	FALSE	磺胺苯吡唑	Sulfafenazol	Sulfaphenazol	Sulfafenazol	Sulfafenatsoli	Sulfaphénazole	Sulfaphenazol	Σουλφαφαιναζόλη	Sulfafenazolo	スルファフェナゾール	Sulfafenazol	Sulfafenazol	Sulfafenazol	Sulfafenazol	Сульфафеназол	Sulfafenazol	Sulfafenazol	Sülfafenazol	Сульфафеназол
-Sulfathiazole	FALSE	TRUE	TRUE	FALSE	磺胺噻唑	Sulfathiazol	Sulfathiazol	Sulfathiazol	Sulfatiatsoli	Sulfathiazole	Sulfathiazol	Σουλφαθειαζόλη	Sulfathiazole	スルファチアゾール	Sulfatiazol	Sulfatiazol	Sulfatazol	Sulfatiazol	Сульфатиазол	Sulfatiazol	Sulfathiazol	Sulfathiazole	Сульфатіазол
-Sulfathiourea	FALSE	TRUE	TRUE	FALSE	磺胺硫脲	Sulfathiomočovina	Sulfathiourea	Sulfathioureum	Sulfathiourea	Sulfathiourée	Sulfathioharnstoff	Σουλφαθειουρία	Sulfathiourea	スルファチオ尿素	Sulfathiourea	Sulfathiourea	Sulfathiourea	Sulfathiourea	Сульфатиомочевина	Sulfathiourea	Sulfatiourea	Sulfathiourea	Сульфатіосечовина
-Sultamicillin	FALSE	TRUE	TRUE	FALSE	苏打米林	Sultamicilin	Sultamicillin	Sultamicilline	Sultamisilliini	Sultamicilline	Sultamicillin	Σουλταμικιλλίνη	Sultamicillina	スルタミシリン	Sultamicillin	Sultamicillin	Sultamicillin	Sultamicilină	Сультамициллин	Sultamicilina	Sultamicillin	Sultamicillin	Сультаміцилін
-Talampicillin	FALSE	TRUE	TRUE	FALSE	塔拉比西林	Talampicilin	Talampicillin	Talampicilline	Talampisilliini	Talampicilline	Talampicillin	Ταλαμπικιλλίνη	Talampicillina	タランピシリン	Talampicillin	Talampicylina	Talampicilina	Talampicilină	Талампициллин	Talampicilina	Talampicillin	Talampisilin	Талампіцилін
-Tedizolid	FALSE	TRUE	TRUE	FALSE	特地唑胺	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Τεντιζολίδη	Tedizolid	テジゾリド	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Тедизолид	Tedizolid	Tedizolid	Tedizolid	Тедізолід
-Teicoplanin	FALSE	TRUE	TRUE	FALSE	泰科普兰素	Teicoplanin	Teicoplanin	Teicoplanine	Teikoplaniini	Teicoplanine	Teicoplanin	Τεϊκοπλανίνη	Teicoplanina	テイコプラニン	Teicoplanin	Teicoplanin	Teicoplanin	Teicoplanin	Тейкопланин	Teicoplanina	Teicoplanin	Teikoplanin	Тейкопланін
-Telithromycin	FALSE	TRUE	TRUE	FALSE	泰利霉素	Telithromycin	Telithromycin	Telitromycine	Telitromysiini	Télithromycine	Telithromycin	Τελιθρομυκίνη	Telitromicina	テリスロマイシン	Telitromycin	Telitromycyna	Telitromicina	Telitromicină	Телитромицин	Telitromicina	Telitromycin	Telitromisin	Телітроміцин
-Temafloxacin	FALSE	TRUE	TRUE	FALSE	氨甲环酸	Temafloxacin	Temafloxacin	Temafloxacine	Temafloksasiini	Temafloxacine	Temafloxacin	Τεμαφλοξασίνη	Temafloxacina	テマフロキサシン	Temafloxacin	Temafloksacyna	Temafloxacin	Temafloxacin	Темафлоксацин	Temafloxacina	Temafloxacin	Temafloksasin	Темафлоксацин
-Temocillin	FALSE	TRUE	TRUE	FALSE	氨甲蝶呤	Temocillin	Temocillin	Temocilline	Temosilliini	Temocillin	Temocillin	Τεμοκιλλίνη	Temocillina	テモシリン	Temocillin	Temocillin	Temocillin	Temocilină	Темоциллин	Temocilina	Temocillin	Temocillin	Темоцилін
-Tenofovir disoproxil	FALSE	TRUE	TRUE	FALSE	特诺福韦酯	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir	Tenofoviiridisoproksiili	Tenofovir disoproxil	Tenofovir Disoproxil	Τενοφοβίρη δισοπροξίλη	Tenofovir disoproxil	テノホビルジソプロキシル	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir disoproxil	Тенофовир дизопроксил	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir disoproksil	Тенофовір дизопроксил
-Terizidone	FALSE	TRUE	TRUE	FALSE	特立兹酮	Terizidon	Terizidon	Terizidon	Teritsidoni	Terizidone	Terizidon	Τεριζιδόνη	Terizidone	テリジドン	Terizidon	Terizidon	Terizidone	Terizidonă	Теризидон	Terizidona	Terizidon	Terizidon	Теризидон
-Thiacetazone	FALSE	TRUE	TRUE	FALSE	噻乙唑酮	Thiacetazon	Thiacetazon	Thiacetazone	Thiacetazoni	Thiacétazone	Thiacetazon	Θιακεταζόνη	Thiacetazona	チアセタゾン	Thiacetazone	Thiacetazon	Thiacetazona	Thiacetazonă	Тиазетазон	Thiacetazona	Thiacetazone	Thiasetazon	Тіацетазон
-Thiamphenicol	FALSE	TRUE	TRUE	FALSE	硫苯尼考	Thiamfenikol	Thiamphenicol	Thiamfenicol	Tiamfenikoli	Thiamphénicol	Thiamphenicol	Θειαμφενικόλη	Tiamfenicolo	チアンフェニコール	Tiamfenikol	Tiamfenikol	Tiamfenicol	Tiamfenicol	Тиамфеникол	Tiamfenicol	Tiamfenikol	Thiamphenicol	Тіамфенікол
-Thioacetazone/isoniazid	FALSE	TRUE	TRUE	FALSE	硫乙酰唑酮/异烟肼	Thioacetazon/isoniazid	Thioacetazon/isoniazid	Thioacetazon/isoniazide	Tioasetatsoni/isonatsidi	Thioacétazone/isoniazide	Thioacetazon/Isoniazid	Θειοακεταζόνη/ισονιαζίδη	Tioacetazone/isoniazide	チオアセタゾン／イソニアジド	Thioacetazon/isoniazid	Tioacetazon/izoniazyd	Thioacetazone/isoniazid	Tioacetazonă/isoniazidă	Тиоацетазон/изониазид	Tioacetazona/isoniazida	Thioacetazon/isoniazid	Tiyoasetazon/izoniazid	Тіоацетазон/ізоніазид
-Ticarcillin	FALSE	TRUE	TRUE	FALSE	替卡西林	Tykarcilinu	Ticarcillin	Ticarcilline	Ticarcillin	Ticarcilline	Ticarcillin	Τικαρκιλλίνη	Ticarcillina	チカルシリン	Ticarcillin	Ticarcillin	Ticarcilina	Ticarcilină	Тикарциллин	Ticarcilina	Ticarcillin	Ticarcillin	Тикарцилін
-Ticarcillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	替卡西林/β-内酰胺酶抑制剂	Tykarcilinu/beta-laktamázy Inhibitor	Ticarcillin/beta-lactamasehæmmer	Ticarcilline/enzymremmer	Tikarsilliini/beeta-laktamaasin estäjä	Ticarcilline/inhib. de bêta-lactamase	Ticarcillin/Beta-Lactamase-Hemmer	Αναστολέας της τικαρκιλλίνης/β-λακταμάσης	Ticarcillina/inib. d. beta-lattamasi	チカルシリン／β-ラクタマーゼ阻害剤	Ticarcillin/betalaktamaseinhibitor	Tikarcylina/inhibitor beta-laktamazy	Ticarcilina/inibid. da beta-lactamase	Inhibitor de ticarcilină/beta-lactamază	Тикарциллин/ингибитор бета-лактамазы	Ticarcilina/inhib. de la betalactamasa	Ticarcillin/beta-laktamashämmare	Tikarsilin/beta-laktamaz inhibitörü	Тикарцилін/інгібітор бета-лактамаз
-Ticarcillin/clavulanic acid	FALSE	TRUE	TRUE	FALSE	替卡西林/克拉维酸	Ticarcillin/kyselina klavulanová	Ticarcillin/clavulansyre	Ticarcilline/clavulaanzuur	Tikarsilliini/klavulaanihappo	Ticarcilline/acide clavulanique	Ticarcillin/Clavulansäure	Τικαρκιλλίνη/κλαβουλανικό οξύ	Ticarcillina/acido clavulanico	チカルシリン／クラブラン酸	Ticarcillin/klavulansyre	Tikarcylina/kwas klawulanowy	Ticarcilina/ácido clavulanico	Ticarcilină/acid clavulanic	Тикарциллин/клавулановая кислота	Ticarcilina/ácido clavulánico	Ticarcillin/clavulansyra	Tikarsilin/klavulanik asit	Тикарцилін/клавуланова кислота
-Tinidazole	FALSE	TRUE	TRUE	FALSE	替尼唑	Tinidazol	Tinidazol	Tinidazol	Tinidatsoli	Tinidazole	Tinidazol	Τινιδαζόλη	Tinidazolo	チニダゾール	Tinidazol	Tinidazol	Tinidazole	Tinidazol	Тинидазол	Tinidazol	Tinidazol	Tinidazol	Тинідазол
-Tobramycin	FALSE	TRUE	TRUE	FALSE	妥布霉素	Tobramycin	Tobramycin	Tobramycine	Tobramysiini	Tobramycine	Tobramycin	Τομπραμυκίνη	Tobramicina	トブラマイシン	Tobramycin	Tobramycyna	Tobramycin	Tobramicină	Тобрамицин	Tobramicina	Tobramycin	Tobramisin	Тобраміцин
-Trimethoprim$	TRUE	TRUE	TRUE	FALSE	三甲氧嘧啶	Trimethoprim	Trimethoprim	Trimethoprim	Trimetopriimi	Triméthoprime	Trimethoprim	Τριµεθοπρίµη	Trimetoprim	トリメトプリム／スルファメトキサゾール	Trimetoprim	Trimetoprim	Trimethoprim	Trimetoprim	Триметоприм	Trimetoprima	Trimetoprim	Trimetoprim	Триметоприм
-Trimethoprim/sulfamethoxazole	FALSE	TRUE	TRUE	FALSE	三甲氧嘧啶/磺胺甲恶唑	Trimethoprim/sulfametoxazol	Trimethoprim/sulfamethoxazol	Cotrimoxazol	Trimetopriimi/sulfametoksatsoli	Triméthoprime/sulfaméthoxazole	Trimethoprim/Sulfamethoxazol	Τριµεθοπρίµη/σουλφαµεθοξαζόλη	Trimetoprim/sulfametossazolo	トリメトプリム／スルファメトキサゾール	Trimetoprim/sulfametoksazol	Trimetoprim/sulfametoksazol	Trimethoprim/sulfametoxazol	Trimetoprim/sulfametoxazol	Триметоприм/сульфаметоксазол	Trimetoprima/sulfametoxazol	Trimetoprim/sulfametoxazol	Trimetoprim/sülfametoksazol	Триметоприм/сульфаметоксазол
-Troleandomycin	FALSE	TRUE	TRUE	FALSE	托拉多霉素	Troleandomycin	Troleandomycin	Troleandomycine	Troleandomysiini	Troleandomycine	Troleandomycin	Τρολεαντομυκίνη	Troleandomicina	トロレアンドマイシン	Troleandomycin	Troleandomycyna	Troleandomicina	Troleandomicină	Тролеандомицин	Troleandomicina	Troleandomycin	Troleandomisin	Тролеандоміцин
-Trovafloxacin	FALSE	TRUE	TRUE	FALSE	特戊沙星	Trovafloxacin	Trovafloxacin	Trovafloxacine	Trovafloksasiini	Trovafloxacine	Trovafloxacin	Τροβαφλοξασίνη	Trovafloxacin	トロバフロキサシン	Trovafloxacin	Trovafloxacin	Trovafloxacin	Trovafloxacină	Тровафлоксацин	Trovafloxacina	Trovafloxacin	Trovafloksasin	Тровафлоксацин
-Vancomycin	FALSE	TRUE	TRUE	FALSE	唑啉酮	Vankomycin	Vancomycin	Vancomycine	Vankomysiini	Vancomycine	Vancomycin	Βανκομυκίνη	Vancomicina	バンコマイシン	Vancomycin	Wankomycyna	Vancomycin	Vancomicină	Ванкомицин	Vancomicina	Vancomycin	Vankomisin	Ванкоміцин
-Voriconazole	FALSE	TRUE	TRUE	FALSE	伏立康唑	Vorikonazol	Voriconazol	Voriconazol	Vorikonatsoli	Voriconazole	Voriconazol	Βορικοναζόλη	Voriconazolo	ボリコナゾール	Vorikonazol	Worikonazol	Voriconazol	Voriconazol	Вориконазол	Voriconazol	Vorikonazol	Vorikonazol	Вориконазол
-Aminoglycosides	FALSE	TRUE	TRUE	FALSE	氨基糖苷类	Aminoglykosidy	Aminoglykosider	Aminoglycosiden	Aminoglykosidit	Aminoglycosides	Aminoglykoside	Αμινογλυκοσίδες	Aminoglicosidi	アミノグリコシド系抗生物質	Aminoglykosider	Aminoglikozydy	Aminoglycosides	Aminoglicozide	Аминогликозиды	Aminoglucósidos	Aminoglykosider	Aminoglikozidler	Аміноглікозиди
-Amphenicols	FALSE	TRUE	TRUE	FALSE	安息香醇	Amfenikoly	Amphenicoler	Amfenicolen	Amfenikolit	Amphénicols	Amphenicole	Αμφενικόλες	Amphenicols	アンフェニコール	Amfenikoler	Amfenikol	Anfenicóis	Amfenicoli	Амфениколы	Anfenicoles	Amfenikoler	Amphenicols	Амфеніколи
-Antifungals/antimycotics	FALSE	TRUE	TRUE	FALSE	抗真菌药/抗真菌药	Antimykotika/antimykotika	Antimykotika/antimykotika	Antifungica/antimycotica	Sienilääkkeet/antimykootit	Antifongiques/antimycotiques	Antimykotika/Antimykotika	Αντιμυκητιασικά/αντιμυκητιασικά	Antifungini/antimicotici	抗真菌剤／抗真菌剤	Soppdrepende midler/antimykotika	Środki przeciwgrzybicze/przeciwmikotyczne	Antifúngicos/antimicóticos	Antifungice/antimicrotice	Противогрибковые препараты/антимикотики	Antifúngicos/antimicóticos	Antimykotika/antimykotika	Antifungaller/antimikotikler	Протигрибкові засоби/антимікотики
-Antimycobacterials	FALSE	TRUE	TRUE	FALSE	抗霉菌素类	Antimykobakteriální látky	Antimycobakterier	Antimycobacteriele middelen	Antimykobakteerit	Antimycobactériens	Antimykobakterielle Mittel	Αντιμυκοβακτηριακά	Antimicobatterici	抗マイコバクテリア薬	Antimykobakterielle midler	Środki przeciwgrzybicze	Antimycobacterials	Antimicobacteriene	Антимикобактериальные препараты	Antimicrobianos	Antimykobakterier	Antimikobakteriyeller	Засоби, що діють на мікобактерії
-Beta-lactams/penicillins	FALSE	TRUE	TRUE	FALSE	β-内酰胺类/青霉素类	Beta-laktamy/peniciliny	Beta-lactamer/penicilliner	Beta-lactams/penicillines	Beetalaktaamit/penisilliinit	Bêta-lactamines/pénicillines	Beta-Lactame/Penicilline	Β-λακτάμες/πενικιλλίνες	Beta-lattami/penicilline	β-ラクタム系／ペニシリン系抗菌薬	Betalaktamer/penicilliner	Beta-laktamy/penicyliny	Beta-lactâmicas/penicilinas	Beta-lactame/peniciline	Бета-лактамы/пенициллины	Beta-lactámicos/penicilinas	Beta-laktamer/penicilliner	Beta-laktamlar/penisilinler	Бета-лактами/пеніциліни
-Cephalosporins	FALSE	TRUE	TRUE	FALSE	头孢菌素类	Cefalosporiny	Cefalosporiner	Cefalosporines	Kefalosporiinit	Céphalosporines	Cephalosporine	Κεφαλοσπορίνες	Cefalosporine	セファロスポリン	Cefalosporiner	Cefalosporyny	Cefalosporinas	Cefalosporine	Цефалоспорины	Cefalosporinas	Kefalosporiner	Sefalosporinler	Цефалоспорини
-Cephalosporins (1st gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素类（第一代）	Cefalosporiny (1. gen.)	Cefalosporiner (1. gen.)	Cefalosporines (1e gen.)	Kefalosporiinit (1. suk.)	Céphalosporines (1ère génération)	Cephalosporine (1. Gen.)	Κεφαλοσπορίνες (1ου γένους)	Cefalosporine (1° gen.)	セファロスポリン系抗生物質（第1世代）	Cefalosporiner (1. generasjon)	Cefalosporyny (1. gen.)	Cefalosporinas (1º género)	Cefalosporine (prima generație)	Цефалоспорины (1-го пок.)	Cefalosporinas (1er gen.)	Kefalosporiner (första gen.)	Sefalosporinler (1. kuşak)	Цефалоспорини (1 пок.)
-Cephalosporins (2nd gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素类（第二代）	Cefalosporiny (2. gen.)	Cefalosporiner (2. gen.)	Cefalosporines (2e gen.)	Kefalosporiinit (2. suk.)	Céphalosporines (2ème génération)	Cephalosporine (2. Gen.)	Κεφαλοσπορίνες (2ο γένος)	Cefalosporine (2° gen.)	セファロスポリン（第2世代）	Cefalosporiner (2. generasjon)	Cefalosporyny (2. gen.)	Cefalosporinas (2ª gen.)	Cefalosporine (a doua generație)	Цефалоспорины (2-го пок.)	Cefalosporinas (2do gen.)	Kefalosporiner (andra gen.)	Sefalosporinler (2. kuşak)	Цефалоспорини (2 пок.)
-Cephalosporins (3rd gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素类（第三代）	Cefalosporiny (3. gen.)	Cefalosporiner (3. gen.)	Cefalosporines (3e gen.)	Kefalosporiinit (3. suk.)	Céphalosporines (3ème génération)	Cephalosporine (3. Gen.)	Κεφαλοσπορίνες (3ο γένος)	Cefalosporine (3° gen.)	セファロスポリン（第3世代）	Cefalosporiner (3. generasjon)	Cefalosporyny (3 gen.)	Cefalosporinas (3ª gen.)	Cefalosporine (a treia generație)	Цефалоспорины (3-го пок.)	Cefalosporinas (3er gen.)	Kefalosporiner (tredje gen.)	Sefalosporinler (3. kuşak)	Цефалоспорини (3 пок.)
-Cephalosporins (4th gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素类（第四代）	Cefalosporiny (4. gen.)	Cefalosporiner (4. gen.)	Cefalosporines (4e gen.)	Kefalosporiinit (4. suk.)	Céphalosporines (4ème génération)	Cephalosporine (4. Gen.)	Κεφαλοσπορίνες (4ο γένος)	Cefalosporine (4° gen.)	セファロスポリン（第4世代）	Cefalosporiner (4. generasjon)	Cefalosporyny (4 gen.)	Cefalosporinas (4.ª gen.)	Cefalosporine (a 4-a generație)	Цефалоспорины (4-го пок.)	Cefalosporinas (4ª gen.)	Kefalosporiner (4:e gen.)	Sefalosporinler (4. kuşak)	Цефалоспорини (4 пок.)
-Cephalosporins (5th gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素（第五代）	Cefalosporiny (5. gen.)	Cefalosporiner (5. gen.)	Cefalosporines (5e gen.)	Kefalosporiinit (5. suk.)	Céphalosporines (5e gén.)	Cephalosporine (5. Gen.)	Κεφαλοσπορίνες (5ο γένος)	Cefalosporine (5° gen.)	セファロスポリン（第5世代）	Cefalosporiner (5. generasjon)	Cefalosporyny (5. gen.)	Cefalosporinas (5.ª gen.)	Cefalosporine (a 5-a generație)	Цефалоспорины (5-го пок.)	Cefalosporinas (5º gen.)	Kefalosporiner (5:e gen.)	Sefalosporinler (5. kuşak)	Цефалоспорини (5 пок.)
-Cephalosporins (unclassified gen.)	FALSE	TRUE	TRUE	FALSE	头孢菌素类（未分类的一代）	Cefalosporiny (nezařazené)	Cefalosporiner (uklassificeret gen.)	Cefalosporines (ongeclassificeerd)	Kefalosporiinit (luokittelematon suk.)	Céphalosporines (genre non classifié)	Cephalosporine (unklassifiziert)	Κεφαλοσπορίνες (μη ταξινομημένο γένος)	Cefalosporine (gen. non classificato)	セファロスポリン（未分類の世代）	Cefalosporiner (uklassifisert generasjon)	Cefalosporyny (niesklasyfikowana gen.)	Cefalosporinas (não classificado gen.)	Cefalosporine (generație neclasificată)	Цефалоспорины (неклассифицированный род)	Cefalosporinas (gen. no clasificado)	Kefalosporiner (oklassificerad gen.)	Sefalosporinler (sınıflandırılmamış nesil)	Цефалоспорини (некласифікованого пок.)
-Glycopeptides	FALSE	TRUE	TRUE	FALSE	糖肽类药物	Glykopeptidy	Glykopeptider	Glycopeptiden	Glykopeptidit	Glycopeptides	Glykopeptide	Γλυκοπεπτίδια	Glicopeptidi	糖ペプチド系	Glykopeptider	Glikopeptydy	Glycopeptides	Glicopeptide	Гликопептиды	Glicopéptidos	Glykopeptider	Glikopeptitler	Глікопептиди
-Lincosamides	FALSE	TRUE	TRUE	FALSE	林可酰胺类	Linkosamidy	Lincosamider	Lincosamiden	Linkosamidit	Lincosamides	Linkosamide	Λινκοσαμίδια	Lincosamidi	リンコサミド系	Lincosamider	Linkozamidy	Lincosamidas	Lincosamide	Линкозамиды	Lincosamidas	Linkosamider	Linkozamidler	Лінкозаміди
-Lipoglycopeptides	FALSE	TRUE	TRUE	FALSE	脂肽类药物	Lipoglykoproteidy	Lipoglykoproteider	Lipoglycopeptiden	Lipoglykoproteiinit	Lipoglycopeptides	Lipoglykoproteide	Λιπογλυκοπεπτίδια	Lipoglicopeptidi	リポグリコペプチド系	Lipoglykoproteider	Lipoglikopeptydy	Lipoglycopeptides	Lipoglicopeptide	Липогликопептиды	Lipoglicopéptidos	Lipoglykoproteider	Lipoglikopeptitler	Ліпоглікопептиди
-Macrolides	FALSE	TRUE	TRUE	FALSE	大环内酯类	Makrolidy	Makrolider	Macroliden	Makrolidit	Macrolides	Makrolide	Μακρολίδια	Macrolidi	マクロライド系	Makrolider	Makrolidy	Macrolides	Macrolide	Макролиды	Macrólidos	Makrolider	Makrolidler	Макроліди
-Macrolides/lincosamides	FALSE	TRUE	TRUE	FALSE	大环内酯类/林可酰胺类	Makrolidy/linkosamidy	Makrolider/lincosamider	Macroliden/lincosamiden	Makrolidit/linkosamidit	Macrolides/lincosamides	Makrolide/Linkosamide	Μακρολίδια/λινκοσαμίδια	Macrolidi/lincosamidi	マクロライド系/リンコサミド系	Makrolider/lincosamider	Makrolidy/linkozamidy	Macrolides/lincosamidas	Macrolide/lincosamide	Макролиды/линкозамиды	Macrólidos/lincosamidas	Makrolider/linkosamider	Makrolidler/linkozamidler	Макроліди/лінкозаміди
-Nitrofurans	FALSE	TRUE	TRUE	FALSE	硝基呋喃类	Nitrofurane	Nitrofurans	Nitrofuranen	Nitrofuraanit	Nitrofuranes	Nitrofuran	Nιτροφουράνια	Nitrofuranos	ニトロフラン	Nitrofurans	Nitrofurany	Nitrofuranos	Nitrofurani	Нитрофураны	Nitrofuranos	Nitrofurans	Nitrofuranlar	Нітрофурани
-Other antibacterials	FALSE	TRUE	TRUE	FALSE	其他抗菌剂	Ostatní antibakteriální látky	Andre antibakterielle stoffer	Overige antibiotica	Muut antibakteeriset aineet	Autres antibactériens	Andere Antibiotika	Άλλα αντιβακτηριακά	Altri antibatterici	その他の抗菌薬	Andre antibakterielle midler	Inne środki przeciwbakteryjne	Outros antibacterianos	Alte antibacteriene	Другие антибактериальные препараты	Otros antibacterianos	Andra antibakteriella medel	Diğer antibakteriyeller	Інші антибактеріальні засоби
-Oxazolidinones	FALSE	TRUE	TRUE	FALSE	恶唑烷酮类	Oxazolidinone	Oxazolidinones	Oxazolidinonen	Oxazolidinonit	Oxazolidinones	Oxazolidinone	Οξαζολιδινόνες	Oxazolidinonas	オキサゾリジノン	Oxazolidinones	Oksazolidynony	Oxazolidinonas	Oxazolidinone	Оксазолидиноны	Oxazolidinonas	Oxazolidinones	Oxazolidinonlar	Оксазолідинони
-Penicillins	FALSE	TRUE	TRUE	FALSE	青霉素类	Пенициллины	Penicillins	Penicillines	Penisilliinit	Pénicillines	Penicillins	Πενικιλίνες	Penicilinas	ペニシリン	Penicillins	Penicyliny	Penicilinas	Peniciline	Пенициллины	Penicilinas	Penicillins	Penisilinler	Пеніциліни
-Polymyxins	FALSE	TRUE	TRUE	FALSE	多粘菌素类	Polymyxiny	Polymyxiner	Polymyxines	Polymysiinit	Polymyxines	Polymyxine	Πολυμυξίνες	Polimixine	ポリミキシン	Polymyxiner	Polimyksyny	Polimixinas	Polimixine	Полимиксины	Polimixinas	Polymyxiner	Polimiksinler	Поліміксини
-Quinolones	FALSE	TRUE	TRUE	FALSE	喹诺酮类	Chinolony	Kinoloner	Quinolonen	Kinolonit	Quinolones	Quinolone	Κινολόνες	Chinoloni	キノロン	Kinoloner	Quinolony	Quinolones	Quinolone	Хинолоны	Quinolonas	Kinoloner	Kinolonlar	Хінолони
-Rifamycins	FALSE	TRUE	TRUE	FALSE	利福霉素类	Rifamycine	Rifamycins	Rifamycinen	Rifamysiinit	Rifamycines	Rifamycine	Ριφαμυκίνες	Rifamicinas	リファマイシン	Rifamycins	Rifamycyny	Rifamycinas	Rifamicine	Рифамицины	Rifamicinas	Rifamycins	Rifamisinler	Рифаміцини
-Streptogramins	FALSE	TRUE	TRUE	FALSE	链阳性菌素类	Streptogramine	Streptogramins	Streptograminen	Streptogramiinit	Streptogramines	Streptogramine	Στρεπτογραμίνες	Estreptograminas	ストレプトグラミン	Streptogramins	Streptograminy	Streptograminas	Streptogramine	Стрептограмин	Estreptograminas	Streptogramins	Streptograminler	Стрептограмини
-Tetracyclines	FALSE	TRUE	TRUE	FALSE	四环素类	Тетрациклины	Tetracyclines	Tetracyclines	Tetrasykliinit	Tétracyclines	Tetracyclines	Τετρακυκλίνες	Tetraciclinas	テトラサイクリン	Tetracyclines	Tetracykliny	Tetraciclinas	Tetracicline	Тетрациклины	Tetraciclinas	Tetracyclines	Tetrasiklinler	Тетрацикліни
-Trimethoprims	FALSE	TRUE	TRUE	FALSE	甲氧苄啶类	Триметопримы	Trimethoprim	Trimethoprims	Trimetoprimiinit	Triméthoprimes	Trimethoprims	Τριμεθοπρίμη	Trimetoprimas	トリメトプリム	Trimethoprims	Trimetoprimy	Trimetoprimas	Trimethoprim	Триметопримы	Trimetoprimas	Trimethoprims	Trimetoprimler	Триметоприми
-Ureidopenicillins	FALSE	TRUE	TRUE	FALSE	脲基青霉素类	Уреидопенициллины	Ureidopenicillins	Ureidopenicillines	Ureidopenisilliinit	Uréidopénicillines	Ureidopenicillins	Ουρεϊδοπενικιλίνες	Ureidopenicilinas	ウレイドペニシリン	Ureidopenicillins	Ureidopenicyliny	Ureidopenicilinas	Ureidopeniciline	Уреидопенициллины	Ureidopenicilinas	Ureidopenicillins	Ureidopenisilinler	Уреїдопеніциліни
-aquatic|fish	FALSE	FALSE	FALSE	FALSE	水生|条鱼|鱼	vodní|ryba|ryby	akvatisk|fisk	aquatisch|vis|vissen	vesieliö|kala|kalaa	aquatique|poisson|poissons	wasser|fisch|fische	υδρόβια|ψάρι|ψάρια	acquatico|pesce|pesci	アクアティック|1匹|魚	akvatisk|fisk	wodny|ryba|ryby	aquático|peixe|peixes	acvatic|pește|pești	водные|рыба|рыбы	acuático|pez|peces	vattenlevande|fisk|fiskar	sucul|balık	водний|риба|рибки
-cattle|bovine	FALSE	FALSE	FALSE	FALSE	牛|牛	skot	kvæg	vee|rund	karja|nauta	bovins|bovin	rinder	βοοειδή	bovini|bovino	牛|ウシ	storfe|storfe	bydło|bydło	bovinos|bovino	bovine|bovine	крупный рогатый скот|крупный рогатый скот	bovino|bovino	nötkreatur|nötkreatur	sığır|büyükbaş hayvan	велика рогата худоба|бичачий
-cat|cats|feline	FALSE	FALSE	FALSE	FALSE	猫|猫|猫科动物	kočka|kočky|kočky	kat|katte|kat	kat|katten|katachtig	kissa|kissat|kissa	chat|chats|félin	katze|katzen	γάτα|γάτες|αιλουροειδή	gatto|gatti|felino	猫|猫|ネコ	katt	kot|koty	gato|gatos|felino	pisică|pisici|felină	кошка|кошки|кошка	gato|gatos|felino	katt|katter|kattdjur	kedi|kediler|kedi	кіт|коти|котячий
-dog|dogs|canine	FALSE	FALSE	FALSE	FALSE	狗|狗|犬类	pes|psi|psí	hund|hunde	hond|honden	koira|koirat|koira	chien|canine	hund|hunde|hund	σκύλος|σκύλοι|σκύλος	cane|cani|canino	犬|犬|イヌ	hund	pies|psy|pies	cão|cães|canino	câine|câini|canin	собака|собаки|собака	perro|perros|canino	hund|hundar	köpek|köpekler	пес|собаки|собачий
-horse|horses|equine	FALSE	FALSE	FALSE	FALSE	马|马|马	kůň|koně|koně	hest|heste	paard|paarden	hevonen|hevoset|hevoset	cheval|chevaux|équine	pferd|pferde	άλογο|άλογα|ιπποειδή	cavallo|cavalli|equino	馬|馬|馬	hest	koń|konie|koń	cavalo|cavalos|equinos	cal|cai|ecvideu	лошадь|лошади|лошадь	caballo|caballos|equino	häst|hästar|häst	at|atlar|atçılık	кінь|коні|конячий
-bird|birds|poultry	FALSE	FALSE	FALSE	FALSE	鸟类|鸟类|家禽	ptáci|ptáci|drůbež	fugl|fugle|fjerkræ	vogel|vogels|pluimvee	lintu|linnut|siipikarja	oiseaux|oiseaux|volaille	vogel|vögel|geflügel	πουλιά|πουλιά|πουλερικά	uccello|uccelli|pollame	鳥|鳥|家禽	fugl|fugler|fjørfe	ptak|ptaki|drób	aves|aves|aves de capoeira	pasăre|păsări|păsări de curte	птица|птицы|домашняя птица	aves|aves|aves de corral	fågel|fåglar|fjäderfä	kuş|kuşlar|kümes hayvanları	птах|птахів|птиця
-swine|swines	FALSE	FALSE	FALSE	FALSE	猪|猪	prasata|prasata	svin	varken|varkens	sika|sikaa	porcine|porcs	schwein|schweine	χοίροι|χοίροι	suino|suini	豚|豚|頭	svin	trzoda chlewna|świnie	suínos	porc|porcine	свинья|свиньи	porcino|porcinos	svin	domuz|domuz	свиня|свині
-camel|camels|camelid	FALSE	FALSE	FALSE	FALSE	骆驼|骆驼|骆驼科	velbloud|velbloudi|velbloudí	kamel|kameler|kamelid	kameel|kamelen|kameelachtig	kameli|kamelit|kamelidi	chameau|chameaux|camélidé	Kamel|Kamele|Kameliden	καμήλα|καμήλες|καμηλίδιο	cammello|camelli|camelide	ラクダ|ラクダ|ラクダ科	kamel|kameler|kamelid	wielbłąd|wielbłądy|wielbłądowate	camelo|camelos|camelídeo	camel|cămila|camelidă	верблюд|верблюды|верблюдовые	camello|camellos|camélido	kamel|kameler|kamelid	deve|develer|devegiller	верблюд|верблюди|верблюдовий
-deer|deers|cervine	FALSE	FALSE	FALSE	FALSE	鹿|鹿|鹿科	jelen|jeleni|jelení	hjort|hjorte|hjortedyr	hert|herten|hertachtig	peura|peurat|peura	cerf|cerfs|cervidé	Hirsch|Hirsche|Hirschartige	ελάφι|ελάφια|ελαφίδι	cervo|cervi|cervino	鹿|鹿|鹿科	hjort|hjorter|hjortedyr	jelen|jelenie|jeleniowate	cervo|cervos|cervídeo	cer|cerbi|cervină	олень|олени|оленевые	ciervo|ciervos|cervino	hjort|hjortar|hjortdjur	geyik|geyikler|geyikgiller	олень|олені|оленячий
-donkey|donkeys|asinine	FALSE	FALSE	FALSE	FALSE	驴|驴|驴科	osel|osli|oslovitý	æsel|æsler|æselagtig	ezel|ezels|ezelachtig	aasi|aasit|aasimainen	âne|ânes|asinin	Esel|Esel|asinisch	γάιδαρος|γάιδαροι|γαιδουρίνο	asino|asini|asinino	ロバ|ロバ|ロバ科	esel|esler|eselaktig	osioł|osły|osiołowate	burro|burros|asinino	măgar|măgari|asinin	осел|ослы|ослиный	burro|burros|asnal	åsna|åsnor|åsne	esek|eşekler|eşekgiller	осел|осли|ослячий
-ferret|ferrets|musteline	FALSE	FALSE	FALSE	FALSE	雪貂|雪貂|鼬科	tchoř|tchoři|tchořovitý	fritte|fritter|mårhund	fret|fretten|fretachtig	viiru|viirut|näätäeläin	furet|furets|mustélidé	Frettchen|Frettchen|Marderartige	νεράιδα|νεράιδες|μουστελίδα	furetto|furetti|mustelide	フェレット|フェレット|イタチ科	frett|fretter|mårhund	szop|szopy|szopowate	furão|furões|mustelídeo	jder|jderi|mustelidă	хорек|хорьки|хорьковые	hurón|hurones|mustélido	iller|iller|marten	göründü|göründüler|göründü	хорек|хорки|хорьковий
-goat|goats|caprine	FALSE	FALSE	FALSE	FALSE	山羊|山羊|山羊科	koza|kozy|kozí	ged|geder|gede	geit|geiten|geitachtig	vuohi|vuohet|vuohi	chèvre|chèvres|caprin	Ziege|Ziegen|ziegenartig	κατσίκα|κατσίκες|κατσικίσιο	capra|capre|caprino	ヤギ|ヤギ|ヤギ科	geit|geiter|geite	koza|kozy|kozowate	cabra|cabras|caprino	capră|capre|caprină	коза|козы|козий	cabra|cabras|caprino	get|getter|getdjur	keçi|keçiler|keçi	коза|кози|козячий
-guinea pig|guinea pigs|caviine	FALSE	FALSE	FALSE	FALSE	豚鼠|豚鼠|豚鼠科	morce|morče|morčecovitý	marsvin|marsvin|marsvin	cavia	merisika|merisikat|merisika	cobaye|cobayes|cobaye	Meerschweinchen|Meerschweinchen|Meerschweinchenartige	τσιντσιλά|τσιντσιλάδες|τσιντσιλίδι	cavia|cavie|cavino	モルモット|モルモット|モルモット科	marsvin|marsvin|marsvin	swinka morska|swinki morskie|świnka morska	porquinho-da-índia|porquinhos-da-índia|caviíneo	porcușor de Guineea|porcușori de Guineea|caviină	морская свинка|морские свинки|морская свинка	cobaya|cobayas|cavino	marsvin|marsvin|marsvin	yaban domuzu|yaban domuzları|yaban domuzu	морська свинка|морські свинки|морська свинка
-hamster|hamsters|cricetine	FALSE	FALSE	FALSE	FALSE	仓鼠|仓鼠|仓鼠科	křeček|křečci|křečkovitý	hamster|hamstere|hamster	hamster|hamsters|hamsterachtig	hamsteri|hamsterit|hamsteri	hamster|hamsters|cricétidé	Hamster|Hamster|Hamsterartige	χάμστερ|χάμστερ|χαμστερίδι	criceto|criceti|cricetino	ハムスター|ハムスター|ハムスター科	hamster|hamstere|hamster	chomik|chomiki|chomikowate	hamster|hamsters|cricetídeo	hamster|hamsteri|cricetină	хомяк|хомяки|хомячий	hamster|hamsters|cricetino	hamster|hamstrar|hamster	hamster|hamsterler|hamster	хом'як|хом'яки|хом'ячий
-monkey|monkeys|simian	FALSE	FALSE	FALSE	FALSE	猴子|猴子|猴科	opice|opice|opičí	abe|aber|abe	aap|apen|aapachtig	apina|apinat|apina	singe|singes|simien	Affe|Affen|affenartig	πίθηκος|πίθηκοι|πιθηκίδι	scimmia|scimmie|scimmia	猿|猿|サル	ape|aper|ape	małpa|małpy|małpia	macaco|macacos|símio	maimută|maimuțe|simeză	обезьяна|обезьяны|обезьяньи	mono|monos|simio	apa|apor|apa	maymun|maymunlar|maymun	мавпа|мавпи|мавпячий
-mouse|mice|murine	FALSE	FALSE	FALSE	FALSE	老鼠|老鼠|鼠科	myš|myši|myšovitý	mus|mus|mus	muis|muizen|muisachtig	hiiri|hiiret|hiiri	souris|souris|murin	Maus|Mäuse|Mäuseartig	ποντίκι|ποντίκια|μυοειδές	topo|topi|murino	ネズミ|ネズミ|ネズミ科	mus|mus|muse	mysz|myszy|myszowate	rato|ratos|murino	șoarece|șoareci|murină	мышь|мыши|мышиный	ratón|ratones|murino	mus|möss|mus	fare|fareler|fare	миша|миші|мишачий
-pig|pigs|porcine	FALSE	FALSE	FALSE	FALSE	猪|猪|猪科	prase|prasata|prasatovitý	gris|grise|svin	varken|varkens|varkenachtig	sika|siat|sika	cochon|cochons|porcin	Schwein|Schweine|schweineartig	γουρούνι|γουρούνια|χοιρίδι	maiale|maiali|suino	豚|豚|豚科	gris|griser|svin	świnia|świnie|świński	porco|porcos|porcino	porc|porci|porcină	свинья|свиньи|свиный	cerdo|cerdos|porcino	gris|grisar|svin	domuz|domuzlar|domuz	свиня|свині|свинячий
-rat|rats|ratine	FALSE	FALSE	FALSE	FALSE	鼠|鼠|鼠科	krysa|krysy|krysí	rat|rotter|rotte	rat|ratten|ratachtig	rotta|rotat|rotta	rat|rats|raté	Ratte|Ratten|Rattenartig	αρουραίος|αρουραίοι|αρουραίδι	ratto|ratti|rattino	ラット|ラット|ラット科	ratte|rotter|rotte	szczur|szczury|szczurzy	rato|ratos|rato	șobolan|șobolani|șobolănesc	крыса|крысы|крысиный	rata|ratas|rata	råtta|råttor|råtta	sıçan|sıçanlar|sıçan	щур|щури|щурячий
-snake|snakes|serpentine	FALSE	FALSE	FALSE	FALSE	蛇|蛇|蛇科	had|hadi|hadí	slange|slanger|slange	slang|slangen|slangachtig	käärme|käärmeet|käärme	serpent|serpents|serpentin	Schlange|Schlangen|schlangenartig	φίδι|φίδια|οφιειδές	serpente|serpenti|serpentino	ヘビ|ヘビ|ヘビ科	slange|slanger|slange	wąż|węże|wężowy	cobra|cobras|serpentina	șarpe|șerpi|șerpuitor	змея|змеи|змеиный	serpiente|serpientes|serpentina	orm|ormar|orm	yılan|yılanlar|yılan	змія|змії|змієвий
-turkey|turkeys|meleagrine	FALSE	FALSE	FALSE	FALSE	火鸡|火鸡|火鸡科	krocan|krocany|krocanovitý	kalkun|kalkuner|kalkun	kalkoen|kalkoenen|kalkoenachtig	kalkkuna|kalkkunat|kalkkuna	dinde|dindes|meleagrin	Pute|Puten|Truthuhn	γαλοπούλα|γαλοπούλες|μελεαγρίδιο	tacchino|tacchini|meleagride	七面鳥|七面鳥|七面鳥科	kalkun|kalkuner|kalkun	indyk|indyki|indykowy	peru|perus|meleagrina	curcan|curcani|meleagrină	индейка|индейки|индейковый	pavo|pavos|meleagrina	kalkon|kalkoner|kalkon	hindi|hindiler|hindi	індик|індики|індиковий
+pattern	regular_expr	case_sensitive	affect_ab_name	affect_mo_name	en	ar	bn	zh	cs	da	nl	fi	fr	de	el	hi	id	it	ja	ko	no	pl	pt	ro	ru	es	sw	sv	tr	uk	ur	vi
+language name English	FALSE	FALSE	FALSE	FALSE	English	Arabic	Bengali	Chinese	Czech	Danish	Dutch	Finnish	French	German	Greek	Hindi	Indonesian	Italian	Japanese	Korean	Norwegian	Polish	Portuguese	Romanian	Russian	Spanish	Swahili	Swedish	Turkish	Ukrainian	Urdu	Vietnamese
+language name	FALSE	FALSE	FALSE	FALSE	English	العربية	ইংরেজি	汉语	Čeština	Dansk	Nederlands	Suomi	Français	Deutsch	Ελληνικά	हिन्दी	Inggris	Italiano	日本語	영어	Norsk	Polski	Português	Română	Русский	Español	Kiswahili	Svenska	Türkçe	Українська	انگریزی	Tiếng Anh
+Coagulase-negative Staphylococcus	TRUE	TRUE	FALSE	TRUE	Coagulase-negative Staphylococcus	المكورات العنقودية سالبة التخثر	কোয়াগুলেজ-নেগেটিভ স্ট্যাফিলোকক্কাস	凝固酶阴性葡萄球菌	Koaguláza-negativní stafylokok	Koagulase-negative stafylokokker	Coagulase-negatieve Staphylococcus	Koagulaasinegatiivinen stafylokokki	Staphylococcus à coagulase négative	Koagulase-negative Staphylococcus	Σταφυλόκοκκος με αρνητική πηκτικότητα	कोएगुलेज़-ऩेगेटिव स्टैफिलोकोकस	Stafilokokus koagulase-negatif	Staphylococcus negativo coagulasi	コアグラーゼ陰性ブドウ球菌	코아귤라제 음성 포도상구균	Koagulase-negative stafylokokker	Staphylococcus koagulazoujemny	Staphylococcus coagulase negativo	Stafilococ coagulazo-negativ	Коагулазоотрицательный стафилококк	Staphylococcus coagulasa negativo	Staphylococcus wasiokuwa na coagulase	Koagulasnegativa stafylokocker	Koagülaz-negatif Stafilokok	Коагулазонегативний стафілокок	کواگولیز منفی اسٹیفیلوکوکس	Staphylococcus âm tính với coagulase
+Coagulase-positive Staphylococcus	TRUE	TRUE	FALSE	TRUE	Coagulase-positive Staphylococcus	المكورات العنقودية موجبة التخثر	কোয়াগুলেজ-পজিটিভ স্ট্যাফিলোকক্কাস	凝固酶阳性葡萄球菌	Koagulázopozitivní stafylokok	Koagulase-positive stafylokokker	Coagulase-positieve Staphylococcus	Koagulaasipositiivinen stafylokokki	Staphylococcus à coagulase positif	Koagulase-positive Staphylococcus	Σταφυλόκοκκος θετικός στην πήξη	कोएगुलेज़-पॉज़िटिव स्टैफिलोकोकस	Stafilokokus koagulase-positif	Staphylococcus positivo coagulasi	コアグラーゼ陽性ブドウ球菌	코아귤라제 양성 포도상구균	Koagulase-positive stafylokokker	Staphylococcus koagulazo-dodatni	Staphylococcus coagulase positivo	Stafilococul coagulazo-pozitiv	Коагулазоположительный стафилококк	Staphylococcus coagulasa positivo	Staphylococcus wenye coagulase	Koagulaspositiva stafylokocker	Koagülaz-pozitif Stafilokok	Коагулазопозитивний стафілокок	کواگولیز مثبت اسٹیفیلوکوکس	Staphylococcus dương tính với coagulase
+Beta-haemolytic Streptococcus	TRUE	TRUE	FALSE	TRUE	Beta-haemolytic Streptococcus	العقديات الحالة للدم من النوع بيتا	বিটা-হেমোলাইটিক স্ট্রেপটোকক্কাস	β-溶血性链球菌	Beta-hemolytický streptokok	Beta-haemolytiske streptokokker	Beta-hemolytische Streptococcus	Beeta-hemolyyttinen streptokokki	Streptococcus Bêta-hémolytique	Beta-hämolytischer Streptococcus	Β-αιμολυτικός στρεπτόκοκκος	बीटा-हीमोलिटिक स्ट्रेप्टोकोकस	Streptokokus beta-hemolitik	Streptococcus Beta-emolitico	ベータ溶血性レンサ球菌	베타 용혈성 연쇄상구균	Beta-hemolytiske streptokokker	Streptococcus beta-hemolityczny	Streptococcus Beta-hemolítico	Streptococ beta-hemolitic	Бета-гемолитический стрептококк	Streptococcus Beta-hemolítico	Streptococcus wa beta-hemolitiki	Beta-hemolytiska streptokocker	Beta-hemolitik Streptokok	Бета-гемолітичний стрептокок	بیٹا ہیمولائٹک اسٹریپٹوکوکس	Streptococcus tan máu beta
+unknown Gram-negatives	TRUE	TRUE	FALSE	TRUE	unknown Gram-negatives	سالبة الجرام غير معروفة	অজানা গ্রাম-নেগেটিভ	不明革兰氏阴性菌	neznámé gramnegativní	ukendte Gram-negative	onbekende Gram-negatieven	tuntemattomat gramnegatiiviset	Gram négatifs inconnus	unbekannte Gramnegativen	άγνωστοι αρνητικοί κατά Gram	अज्ञात ग्राम-ऩेगेटिव्स	Gram negatif tidak diketahui	Gram negativi sconosciuti	不明なグラム陰性菌	알 수 없는 그람 음성균	ukjent Gram-negative	Nieznane bakterie Gram-ujemne	Gram negativos desconhecidos	Gram-negative necunoscute	неизвестные грамотрицательные	Gram negativos desconocidos	Gram hasi wasiojulikana	okända gramnegativa bakterier	bilinmeyen Gram-negatifler	невідомі грамнегативні	نامعلوم گرام منفی	Gram âm chưa xác định
+unknown Gram-positives	TRUE	TRUE	FALSE	TRUE	unknown Gram-positives	موجبة الجرام غير معروفة	অজানা গ্রাম-পজিটিভ	不明革兰氏阳性菌	neznámé grampozitivní	ukendte Gram-positive	onbekende Gram-positieven	tuntemattomat grampositiiviset	Gram positifs inconnus	unbekannte Grampositiven	άγνωστοι θετικοί κατά Gram	अज्ञात ग्राम-पॉज़िटिव्स	Gram positif tidak diketahui	Gram positivi sconosciuti	未知のグラム陽性菌	알 수 없는 그람 양성균	ukjent Gram-positive	Nieznane bakterie Gram-dodatnie	Gram positivos desconhecidos	Gram-pozitive necunoscute	неизвестные грамположительные	Gram positivos desconocidos	Gram chanya wasiojulikana	okända Gram-positiva	bilinmeyen Gram-pozitifler	невідомі грампозитивні	نامعلوم گرام مثبت	Gram dương chưa xác định
+unknown anaerobic Gram-negatives	TRUE	FALSE	FALSE	FALSE	unknown anaerobic Gram-negatives	سالبة الجرام اللاهوائية غير معروفة	অজানা অ্যানারোবিক গ্রাম-নেগেটিভ	未知的厌氧革兰氏阴性菌	Neznámé anaerobní Gram-negativní bakterie	Ukendte anaerobe Gram-negative	Onbekende anaerobe Gram-negatieven	Tuntemattomat anaerobiset gramnegatiivit	Anaérobies à Gram négatif inconnues	Unbekannte anaerobe Gram-negative	Άγνωστοι αναερόβιοι Gram-αρνητικοί	अज्ञात एनारोबिक ग्राम-ऩेगेटिव्स	Gram negatif anaerob tidak diketahui	Sconosciuti anaerobi Gram-negativi	未知の嫌気性グラム陰性菌	알 수 없는 혐기성 그람 음성균	Ukjente anaerobe Gram-negative	Nieznane beztlenowe Gram-ujemne	Anaeróbios Gram-negativos desconhecidos	Necunoscuți anaerobi Gram-negativi	Некоторые анаэробные Грам-отрицательные	Desconocidos anaerobios Gram-negativos	Gram hasi wasiojulikana wa anaerobia	Okända anaeroba gramnegativa	Bilinmeyen anaerobik Gram-negatif	Невідомі анаеробні Грам-негативні	نامعلوم اینیروبک گرام منفی	Gram âm kỵ khí chưa xác định
+unknown anaerobic Gram-positives	TRUE	FALSE	FALSE	FALSE	unknown anaerobic Gram-positives	موجبة الجرام اللاهوائية غير معروفة	অজানা অ্যানারোবিক গ্রাম-পজিটিভ	未知的厌氧革兰氏阳性菌	Neznámé anaerobní Gram-pozitivní bakterie	Ukendte anaerobe Gram-positive	Onbekende anaerobe Gram-positieven	Tuntemattomat anaerobiset grampositiiviset	Anaérobies à Gram positif inconnues	Unbekannte anaerobe Gram-positive	Άγνωστοι αναερόβιοι Gram-θετικοί	अज्ञात एनारोबिक ग्राम-पॉज़िटिव्स	Gram positif anaerob tidak diketahui	Sconosciuti anaerobi Gram-positivi	未知の嫌気性グラム陽性菌	알 수 없는 혐기성 그람 양성균	Ukjente anaerobe Gram-positive	Nieznane beztlenowe Gram-dodatnie	Anaeróbios Gram-positivos desconhecidos	Necunoscuți anaerobi Gram-pozitivi	Некоторые анаэробные Грам-положительные	Desconocidos anaerobios Gram-positivos	Gram chanya wasiojulikana wa anaerobia	Okända anaeroba grampositiva	Bilinmeyen anaerobik Gram-pozitif	Невідомі анаеробні Грам-позитивні	نامعلوم اینیروبک گرام مثبت	Gram dương kỵ khí chưa xác định
+unknown protozoan	TRUE	TRUE	FALSE	TRUE	unknown protozoan	أوالي غير معروفة	অজানা প্রোটোজোয়া	未知原生动物	neznámý prvok	ukendt protozo	onbekend protozoön	tuntematon alkueläin	protozoaire inconnu	unbekanntes Protozoon	άγνωστο πρωτόζωο	अज्ञात प्रोटोज़ोआ	Protozoa tidak diketahui	protozoo sconosciuto	未知の原生動物	알 수 없는 원생동물	ukjent protozo	nieznany pierwotniak	protozoário desconhecido	protozoar necunoscut	неизвестное простейшее	protozoo desconocido	Protozoa wasiojulikana	okänd protozo	bilinmeyen protozoa	невідоме найпростіше	نامعلوم پروٹوزوا	Động vật nguyên sinh chưa xác định
+unknown fungus	TRUE	TRUE	FALSE	TRUE	unknown fungus	فطر غير معروف	অজানা ছত্রাক	未知真菌	neznámé houby	ukendt svamp	onbekende schimmel	tuntematon sieni	champignon inconnu	unbekannter Pilze	άγνωστος μύκητας	अज्ञात फफूंद	Jamur tidak diketahui	fungo sconosciuto	未知真菌	알 수 없는 곰팡이	ukjent sopp	Nieznany grzyb	fungo desconhecido	ciuperci necunoscute	неизвестный грибок	hongo desconocido	Kuvu wasiojulikana	Okänd svamp	bilinmeyen mantar	невідомий гриб	نامعلوم فنگس	Nấm chưa xác định
+unknown yeast	TRUE	TRUE	FALSE	TRUE	unknown yeast	خميرة غير معروفة	অজানা খামির	未知酵母菌	neznámé kvasinky	ukendt gær	onbekende gist	tuntematon hiiva	levure inconnue	unbekannte Hefe	άγνωστος ζυμομύκητας	अज्ञात यीस्ट	Ragi tidak diketahui	lievito sconosciuto	未知酵母	알 수 없는 효모	ukjent gjær	Nieznany drożdżak	levedura desconhecida	drojdie necunoscută	неизвестные дрожжи	levadura desconocida	Chachu isiyojulikana	Okänd jäst	bilinmeyen maya	невідомі дріжджі	نامعلوم خمیر	Nấm men chưa xác định
+unknown name	TRUE	TRUE	FALSE	TRUE	unknown name	اسم غير معروف	অজানা নাম	不明名称	neznámý název	ukendt navn	onbekende naam	tuntematon nimi	nom inconnu	unbekannte Name	άγνωστο όνομα	अज्ञात नाम	Nama tidak diketahui	nome sconosciuto	名称未知	알 수 없는 이름	ukjent navn	nieznana nazwa	nome desconhecido	nume necunoscut	неизвестное название	nombre desconocido	Jina lisilojulikana	okänt namn	bilinmeyen isim	невідома назва	نامعلوم نام	Tên chưa xác định
+unknown kingdom	TRUE	TRUE	FALSE	TRUE	unknown kingdom	مملكة غير معروفة	অজানা রাজ্য	未知王国	neznámá říše	ukendt kongerige	onbekend koninkrijk	tuntematon valtakunta	règme inconnu	unbekanntes Reich	άγνωστο βασίλειο	अज्ञात किंगडम	Kingdom tidak diketahui	regno sconosciuto	未知の王国	알 수 없는 계	ukjent rike	nieznane królestwo	reino desconhecido	regn necunoscut	неизвестное царство	reino desconocido	Ufalme usiojulikana	okänt rike	bilinmeyen krallık	невідоме царство	نامعلوم مملکت	Giới chưa xác định
+unknown phylum	TRUE	TRUE	FALSE	TRUE	unknown phylum	شعبة غير معروفة	অজানা ফাইলাম	未知门	neznámý fylém	ukendt stamme	onbekend fylum	tuntematon kantasuku	embranchement inconnu	unbekannter Stamm	άγνωστο φύλο	अज्ञात संघ (फाइलम)	Filum tidak diketahui	phylum sconosciuto	未知の門	알 수 없는 문	ukjent fylum	nieznany azyl	filo desconhecido	phylum necunoscut	неизвестный филум	filo desconocido	Filamu isiyojulikana	okänt fylum	bilinmeyen filum	невідомий відділ	نامعلوم حیاتی گروہ	Ngành chưa xác định
+unknown class	TRUE	TRUE	FALSE	TRUE	unknown class	طائفة غير معروفة	অজানা শ্রেণী	未知类	neznámá třída	ukendt klasse	onbekende klasse	tuntematon luokka	classe inconnue	unbekannte Klasse	άγνωστη τάξη	अज्ञात वर्ग	Kelas tidak diketahui	classe sconosciuta	未知のクラス	알 수 없는 강	ukjent klasse	Nieznana klasa	classe desconhecida	clasă necunoscută	неизвестный класс	clase desconocida	Daraja isiyojulikana	okänd klass	bilinmeyen sınıf	невідомий клас	نامعلوم درجہ	Lớp chưa xác định
+unknown order	TRUE	TRUE	FALSE	TRUE	unknown order	رتبة غير معروفة	অজানা বর্গ	未知目	neznámý řád	ukendt orden	onbekende orde	tuntematon järjestys	ordre inconnu	unbekannte Ordnung	άγνωστη τάξη	अज्ञात क्रम	Ordo tidak diketahui	ordine sconosciuto	未知の目	알 수 없는 목	ukjent orden	nieznany rząd	ordem desconhecido	ordin necunoscut	неизвестный порядок	orden desconocido	Agizo lisilojulikana	okänd ordning	bilinmeyen sipariş	невідомий порядок	نامعلوم ترتیب	Bộ chưa xác định
+unknown family	TRUE	TRUE	FALSE	TRUE	unknown family	فصيلة غير معروفة	অজানা পরিবার	未知科	neznámá čeleď	ukendt familie	onbekende familie	tuntematon perhe	famille inconnue	unbekannte Familie	άγνωστη οικογένεια	अज्ञात कुल	Famili tidak diketahui	famiglia sconosciuta	未知ファミリー	알 수 없는 과	ukjent familie	nieznana rodzina	família desconhecida	familie necunoscută	неизвестное семейство	familia desconocida	Jamaa isiyojulikana	okänd familj	bilinmeyen aile	невідома родина	نامعلوم خاندان	Họ chưa xác định
+unknown genus	TRUE	TRUE	FALSE	TRUE	unknown genus	جنس غير معروف	অজানা গণ	未知属	neznámý rod	ukendt slægt	onbekend geslacht	tuntematon suku	genre inconnu	unbekannte Gattung	άγνωστο γένος	अज्ञात वंश	Genus tidak diketahui	genere sconosciuto	未知属	알 수 없는 속	ukjent slekt	nieznany rodzaj	gênero desconhecido	gen necunoscut	неизвестный род	género desconocido	Kundi lisilojulikana	okänt släkte	bilinmeyen cins	невідомий рід	نامعلوم جنس	Chi chưa xác định
+unknown species	TRUE	TRUE	FALSE	TRUE	unknown species	نوع غير معروف	অজানা প্রজাতি	未知种	neznámý druh	ukendt art	onbekende soort	tuntematon laji	espèce inconnue	unbekannte Art	άγνωστο είδος	अज्ञात प्रजाति	Spesies tidak diketahui	specie sconosciute	未知種	알 수 없는 종	ukjent art	nieznany gatunek	espécies desconhecida	specie necunoscută	неизвестный вид	especie desconocida	Aina isiyojulikana	okänd art	bilinmeyen türler	невідомий вид	نامعلوم نوع	Loài chưa xác định
+unknown subspecies	TRUE	TRUE	FALSE	TRUE	unknown subspecies	نوع فرعي غير معروف	অজানা উপপ্রজাতি	未知亚种	neznámý poddruh	ukendt underart	onbekende ondersoort	tuntematon alalaji	sous-espèce inconnue	unbekannte Unterart	άγνωστο υποείδος	अज्ञात उप-प्रजाति	Subspesies tidak diketahui	sottospecie sconosciute	亜種不明	알 수 없는 아종	ukjent underart	nieznany podgatunek	subespécies desconhecida	subspecie necunoscută	неизвестный подвид	subespecie desconocida	Aina ndogo isiyojulikana	okänd underart	bilinmeyen alt türler	невідомий підвид	نامعلوم ذیلی نوع	Phân loài chưa xác định
+unknown rank	TRUE	TRUE	FALSE	TRUE	unknown rank	رتبة غير معروفة	অজানা র‍্যাঙ্ক	未知等级	neznámý stupeň	ukendt rang	onbekende rang	tuntematon sukuluokka	rang inconnu	unbekannter Rang	άγνωστη τάξη	अज्ञात रैंक	Peringkat tidak diketahui	grado sconosciuto	未知ランク	알 수 없는 계급	ukjent rang	nieznany stopień	classificação desconhecido	rang necunoscut	неизвестный ранг	rango desconocido	Daraja isiyojulikana	okänd rang	bilinmeyen rütbe	невідомий ранг	نامعلوم درجہ	Bậc phân loại chưa xác định
+unknown	FALSE	TRUE	FALSE	FALSE	unknown	غير معروف	অজানা	未知	neznámý	ukendt	onbekend	tuntematon	inconnu	unbekannt	άγνωστο	अज्ञात	Tidak diketahui	sconosciuto	未知	알 수 없음	ukjent	nieznany	desconhecido	necunoscut	неизвестно	desconocido	Haijulikani	okänd	bilinmiyor	невідомий	نامعلوم	Không xác định
+ group 	TRUE	TRUE	FALSE	TRUE	 group 	مجموعة 	গ্রুপ 	 组 	 skupina 	 gruppe 	 groep 	 ryhmä 	 groupe 	 Gruppe 	 ομάδα 	समूह	grup 	 gruppo 	 グループ	그룹 	 gruppe 	 grupa 	 grupo 	 grup 	 группа 	 grupo 	 kundi 	 grupp 	 Grup 	 група	گروپ 	nhóm 
+ Group 	TRUE	TRUE	FALSE	TRUE	 Group 	مجموعة 	গ্রুপ	 组 	 Skupina 	 Gruppe 	 groep 	 Ryhmä 	 groupe 	 Gruppe 	 Ομάδα 	समूह	Grup	 Gruppo 	 グループ	그룹	 Gruppe 	 Grupa 	 Grupo 	 Grup 	 Группа 	 Grupo 	 Kundi 	 Grupp 	 Grup 	 Група	گروپ	Nhóm
+CoNS	FALSE	TRUE	FALSE	TRUE	CoNS	المكورات العنقودية سالبة التخثر	কোয়াগুলেজ-নেগেটিভ স্ট্যাফিলোকক্কাস		KNS	KNS	CNS	KNS		KNS	CoNS	कोएनएस (CoNS)	Stafilokokus koagulase-negatif		グラム陰性	코아귤라제 음성 포도상구균	KNS	CoNS		SCN	КОС	SCN		KNS	KNS	КНС	کواگولیز منفی اسٹیفیلوکوکس	Staphylococcus âm tính coagulase
+CoPS	FALSE	TRUE	FALSE	TRUE	CoPS	المكورات العنقودية موجبة التخثر	কোয়াগুলেজ-পজিটিভ স্ট্যাফিলোকক্কাস		KPS	KPS	CPS	KPS		KPS	CoPS	कोपीएस (CoPS)	Stafilokokus koagulase-positif		グラム陽性	코아귤라제 양성 포도상구균	KPS	CoPS		SCP	КПС	SCP		KPS	KPS	КПС	کواگولیز مثبت اسٹیفیلوکوکس	Staphylococcus dương tính coagulase
+Gram-negative	TRUE	TRUE	FALSE	FALSE	Gram-negative	سالبة الجرام	গ্রাম-নেগেটিভ	革兰氏阴性	Gramnegativní	Gram-negativ	Gram-negatief	Gramnegatiiviset	Gram négatif	Gramnegativ	Αρνητικό κατά Gram	ग्राम-ऩेगेटिव	Gram-negatif	Gram negativo	^細菌$	그람 음성	Gram-negativ	Gram-ujemne	Gram negativo	Gram-negativ	Грамотрицательные	Gram negativo	Gram hasi	Gram-negativ	Gram-negatif	Грамнегативні	گرام منفی	Gram âm
+Gram-positive	TRUE	TRUE	FALSE	FALSE	Gram-positive	موجبة الجرام	গ্রাম-পজিটিভ	革兰氏阳性	Grampozitivní	Gram-positiv	Gram-positief	Gram-positiiviset	Gram positif	Grampositiv	Θετικό κατά Gram	ग्राम-पॉज़िटिव	Gram-positif	Gram positivo	^真菌$	그람 양성	Gram-positive	Gram-dodatnie	Gram positivo	Gram-pozitiv	Грамположительные	Gram positivo	Gram chanya	Gram-positiv	Gram-pozitif	Грампозитивні	گرام مثبت	Gram dương
+^Bacteria$	TRUE	TRUE	FALSE	FALSE	Bacteria	بكتيريا	ব্যাকটেরিয়া	细菌	Bakterie	Bakterier	Bacteriën	Bakteerit	Bactéries	Bakterien	Βακτήρια	बैक्टीरिया	Bakteri	Batteri	酵母	세균	Bakterier	Bakterie	Bactérias	Bacterii	Бактерии	Bacterias	Bakteria	Bakterier	Bakteri	Бактерії	بیکٹیریا	Vi khuẩn
+^Fungi$	TRUE	TRUE	FALSE	FALSE	Fungi	فطريات	ছত্রাক	真菌	Houby	Støbeforme	Schimmels	Sienet	Champignons	Pilze	Μύκητες	फफूंद	Jamur	Funghi	原生動物	곰팡이	Sopp	Grzyby	Fungos	Ciuperci	Грибы	Hongos	Kuvu	Svampar	Mantarlar	Гриби	فنگی	Nấm
+^Yeasts$	TRUE	TRUE	FALSE	FALSE	Yeasts	خمائر	ইস্ট	酵母菌	Kvasinky	Gær	Gisten	Hiivat	Levures	Hefen	Ζυμομύκητες	यीस्ट	Ragi	Lieviti	バイオグループ	효모	Gjærsopp	Drożdże	Leveduras	Drojdii	Животные	Levaduras	Chachu	Jästdjur	Mayalar	Дріжджі	خمیری	Nấm men
+^Protozoa$	TRUE	TRUE	FALSE	FALSE	Protozoa	أوالي	প্রোটোজোয়া	^原生动物$	Prvoci	Protozoer	Protozoën	Alkueläimet	Protozoaires	Protozoen	Πρωτόζωα	प्रोटोज़ोआ	Protozoa	Protozoi	生物型	원생동물	Protozoer	Protozoa	Protozoários	Protozoare	Протозоа	Protozoarios	Protozoa	Protozoer	Protozoa	Найпростіші	پروٹوزوا	Động vật nguyên sinh
+biogroup	TRUE	TRUE	FALSE	FALSE	biogroup	مجموعة حيوية	জীববৈচিত্র্য দল	生物群	bioskupina	biogruppe	biogroep	Bioryhmä	biogroupe	Biogruppe	βιοομάδα	बायोग्रुप	Grup biologi	biogruppo	植物型	생물학적 그룹	biogruppe	biogrupa	biogrupo	biogrupul	биогруппа	biogrupo	Kundi la kibaolojia	biogrupp	biyogrup	біогрупа	حیاتیاتی گروپ	Nhóm sinh học
+biotype	TRUE	TRUE	FALSE	FALSE	biotype	النمط الحيوي	জীববৈচিত্র্য ধরন	生物型	biotyp	biotype		biotyyppi		Biotyp	βιότυπος	बायोटाइप	Biotipe	biotipo	([([ ]*?))) グループ	생물형	biotype	biotyp	biótipo	biotip	биотип	biotipo	Aina ya kibaolojia	biotyp	biyotip	біотип	حیاتیاتی قسم	Kiểu sinh học
+vegetative	TRUE	TRUE	FALSE	FALSE	vegetative	نباتي/خضري	উদ্ভিদীয়	无性系	vegetativní	vegetativ	vegetatief	kasvullinen	végétatif	vegetativ	βλαστικός	वनस्पतिक/शरीरिक	Vegetatif	vegetativo	([[ ]*?)グループ	영양체	vegetativ	wegetatywna	vegetativo	vegetativ	вегетативный	vegetativo	Mkavu/mbegu inayoota	vegetativ	vejetatif	вегетативний	نباتاتی	Sinh dưỡng
+([([ ]*?)group	TRUE	TRUE	FALSE	FALSE	\\1group	\\1 مجموعة	\\1গ্রুপ	([([]*?)组	\\1skupina	\\1gruppe	\\1groep	\\1ryhmä	\\1groupe	\\1Gruppe	([([ ]*?)ομάδα	\\1समूह	\\1grup	\\1gruppo	\\1グループ	\\1그룹	\\1gruppe	([([ ]*?)grupa	\\1grupo	\\1grup	\\1группа	\\1grupo	\\1 kundi	\\1grupp	([([ ]*?)grup	\\1група	\\1گروپ	\\1nhóm
+([([ ]*?)Group	TRUE	TRUE	FALSE	FALSE	\\1Group	\\1 مجموعة	\\1গ্রুপ	([([]*?)组	\\1Skupina	\\1Gruppe	\\1Groep	\\1Ryhmä	\\1Groupe	\\1Gruppe	([([ ]*;)ομάδα	\\1समूह	\\1Grup	\\1Gruppo	\\1グループ	\\1그룹	\\1Gruppe	([([ ]*?)Grupa	\\1Grupo	\\1Grup	\\1Группа	\\1Grupo	\\1 Kundi	\\1Grupp	([([ ]*?)Grup	\\1Група	\\1گروپ	\\1Nhóm
+no .*growth	FALSE	FALSE	FALSE	FALSE	no .*growth	لا يوجد نمو	কোনও বৃদ্ধি নেই	无.*生长	žádný .*růst	ingen .*vækst	geen .*groei	ei .*kasvua	pas .*croissance	keine(|n|m|r|s)|nicht .*wachstum	όχι .*αύξηση	कोई वृद्धि नहीं	Tidak ada pertumbuhan	sem .*crescimento	成長なし	성장 없음	nei .*vekst	brak .*wzrostu	sem .*crescimento	fără creștere	отсутствие.*роста	no .*crecimientonon	Hakuna ukuaji	ingen .*tillväxt	büyüme yok	відсутність .*росту	کسی قسم کی افزائش نہیں	Không có phát triển
+no|not	FALSE	FALSE	FALSE	FALSE	no|not	لا	না|নয়	不|不	ne	nej|ikke	geen|niet	ei	non	keine?	no|not	नहीं	tidak|bukan	sem	no|ない	없음	nei|ikke	nie|nie	sem	nu	нет?	no|sin	hapana	nej|inte	hayır|değil|hayir|degil	ні	نہیں|نہ	không
+Intermediate	TRUE	FALSE	FALSE	FALSE	Intermediate	متوسط	মধ্যবর্তী	中级	Meziprodukt	Mellemliggende	Intermediair	Väliaikainen	Intermédiaire	Mittlere	Ενδιάμεση	मध्यम	Intermediat	Intermedio	中間体	중간	Mellomliggende	Pośrednia	Intermediário	Intermediar	Проміжний	Intermedio	Kati	Mellanliggande	Orta seviye	Знижена чутливість	درمیانی	Trung gian
+Susceptible, incr. exp.	FALSE	TRUE	FALSE	FALSE	Susceptible, incr. exp.	حساس، يحتاج تعرض زائد	সংবেদনশীল, অতিরিক্ত এক্সপোজার প্রয়োজন	易感，暴露增加	Vnímavý, zvýšená expozice	Modtagelig, øget eksponering	Gevoelig bij verhoogde blootstelling	Altis, lisääntynyt altistuminen	Sensible, exposition accrue	Empfindlich, erhöhte Belastung	Ευάλωτος, αυξημένη έκθεση	संवेदनशील, अधिक संपर्क	Rentan, perlu paparan tambahan	Sensibile, esposizione aumentata	感受性、曝露量増加	감수성, 노출 증가 필요	Mottakelig, økt eksponering	Podatne, zwiększone narażenie	Suscetível, exposição aumentada	Susceptibil, expunere crescută	Чутливий, підвищена експозиція	Susceptible, mayor exposición	Inayokubali, huhitaji mfiduo zaidi	Mottaglig, ökad exponering	Duyarlı, artmış maruziyet	Чутливий до підвищеної експозиції	حساس، مزید نمائش درکار	Nhạy cảm, cần tăng phơi nhiễm
+susceptible, incr. exp.	FALSE	TRUE	FALSE	FALSE	susceptible, incr. exp.	حساس، يحتاج تعرض زائد	সংবেদনশীল, অতিরিক্ত এক্সপোজার প্রয়োজন	易感，接触增加	Vnímavý, zvýšená expozice	Modtagelig, øget eksponering	Gevoelig bij verhoogde blootstelling	Altis, lisääntynyt altistuminen	Sensible, exposition accrue	Empfindlich, erhöhte Belastung	Ευαίσθητος, αυξημένη έκθεση	संवेदनशील, अधिक संपर्क	rentan, perlu paparan tambahan	Sensibile, esposizione aumentata	影響を受けやすい、露出が増える	감수성, 노출 증가 필요	Mottakelig, økt eksponering	Podatne, zwiększone narażenie	Suscetível, exposição aumentada	Susceptibil, expunere crescută	Чутливий, підвищена експозиція	Susceptible, mayor exposición	inayokubali, huhitaji mfiduo zaidi	Mottaglig, ökad exponering	Duyarlı, artmış maruziyet	Чутливий до підвищеної експозиції	حساس، مزید نمائش درکار	nhạy cảm, cần tăng phơi nhiễm
+Susceptible	TRUE	FALSE	FALSE	FALSE	Susceptible	حساس	সংবেদনশীল	易受影响	Vnímavý	Modtagelig	Gevoelig	Altis	Sensible	Empfindlich	Ευαίσθητο	संवेदनशील	Rentan	Sensibile	影響を受けやすい	감수성 있음	Mottakelig	Podatny	Suscetível	Susceptibil	Чутливий	Susceptible	Inayokubali	Mottaglig	Duyarlı	Чутливий	حساس	Nhạy cảm
+Incr. exposure	TRUE	FALSE	FALSE	FALSE	Incr. exposure	زيادة التعرض	অতিরিক্ত এক্সপোজার	暴露增加	Zvýšená expozice	Øget eksponering	Verhoogde blootstelling	Lisääntynyt altistuminen	Exposition accrue	Erhöhte Belastung	Αυξημένη έκθεση	अधिक संपर्क	Paparan tambahan	Esposizione aumentata	曝露量増加	노출 증가	Økt eksponering	Większe narażenie	Exposição aumentada	Expunere crescută	Підвищена експозиція	Mayor exposición	Mfiduo zaidi	Ökad exponering	Artmış maruziyet	Підвищена експозиція	زیادہ نمائش	Tăng phơi nhiễm
+Resistant	TRUE	FALSE	FALSE	FALSE	Resistant	مقاوم	প্রতিরোধী	耐药性	Rezistentní	Resistent	Resistent	Kestävä	Résistant	Resistent	Ανθεκτικός	प्रतिरोधी	Tahan	Resistente	耐性	내성	Resistent	Odporny	Resistente	Rezistent	Стійкий	Resistente	Sugu	Resistent	Dayanıklı	Стійкий	مزاحم	Kháng
+Non-interpretable	TRUE	FALSE	FALSE	FALSE	Non-interpretable	غير قابل للتفسير	ব্যাখ্যাতীত	无法解释	Nelze interpretovat	Ufortolkelig	Niet interpreteerbaar	Ei tulkittavissa	Non interprétable	Nicht interpretierbar	Μη ερμηνεύσιμο	अव्याख्यायनीय	Tidak dapat ditafsirkan	Non interpretabile	解釈不可	해석 불가	Utolkelig ikke	Niemożliwe do interpretacji	Não interpretável	Neinterpretabil	Непереводимо	No interpretable	Haieleweki	Inte tolkningsbar	Yorumlanamaz	Непридатний до інтерпретації	غیر قابل تشریح	Không diễn giải được
+antibiotic	TRUE	TRUE	FALSE	FALSE	antibiotic	مضاد حيوي	অ্যান্টিবায়োটিক	抗生素	antibiotikum	antibiotikum	antibioticum	antibiootti	antibiotique	Antibiotikum	αντιβιοτικό	प्रतिजैविक	Antibiotik	antibiotico	抗生物質	항생제	Antibiotikum	antybiotyk	antibiótico	antibiotic	антибиотик	antibiótico	antibayotiki	antibiotika	Antibiyotik	антибіотик	اینٹی بایوٹک	Kháng sinh
+Antibiotic	TRUE	TRUE	FALSE	FALSE	Antibiotic	مضاد حيوي	অ্যান্টিবায়োটিক	抗生素	Antibiotikum	Antibiotikum	Antibioticum	Antibiootti	Antibiotique	Antibiotikum	Αντιβιοτικό	प्रतिजैविक	Antibiotik	Antibiotico	抗生物質	항생제	Antibiotikum	Antybiotyk	Antibiótico	Antibiotic	Антибиотик	Antibiótico	Antibayotiki	Antibiotika	Antibiyotik	Антибіотик	اینٹی بایوٹک	Kháng sinh
+Drug	TRUE	TRUE	FALSE	FALSE	Drug	دواء	ড্রাগ	药物	Lék	Lægemiddel	Middel	Lääke	Médicament	Medikament	Φάρμακο	दवा	Obat	Droga	薬剤	약물	Legemiddel	Lek	Droga	Medicament	Лекарство	Fármaco	Dawa	Läkemedel	İlaç	Лікарський засіб	Dوا	Nhóm thuốc
+drug	TRUE	TRUE	FALSE	FALSE	drug	دواء	ড্রাগ	药物	lék	lægemiddel	middel	lääke	médicament	Medikament	φάρμακο	दवा	obat	droga	薬剤	약물	legemiddel	lek	droga	medicament	лекарство	fármaco	dawa	läkemedel	İlaç	лікарський засіб	دواء	thuốc
+Frequency	FALSE	TRUE	FALSE	FALSE	Frequency	التكرار	ফ্রিকোয়েন্সি	使用频率	Frekvence	Frekvens	Aantal	Frekvenssi	Fréquence	Zahl	Συχνότητα	आवृत्ति	Frekuensi	Frequenza	頻度	빈도	Hyppighet	Częstotliwość	Frequência	Frecvență	Частота	Frecuencia	Marudio	Frekvens	Frekans	Частота	تعدد	Tần suất
+Minimum Inhibitory Concentration (mg/L)	FALSE	FALSE	FALSE	FALSE	Minimum Inhibitory Concentration (mg/L)	التركيز المثبط الأدنى (ملغم/لتر)	ন্যূনতম নিরোধক ঘনত্ব (mg/L)	最小抑菌浓度(mg/L)	Minimální inhibiční koncentrace (mg/l)	Mindste hæmmende koncentration (mg/L)	Minimale inhiberende concentratie (mg/L)	Pienin estävä pitoisuus (mg/l)	Concentration minimale inhibitrice (mg/L)	Minimale Hemm-Konzentration (mg/L)	Ελάχιστη ανασταλτική συγκέντρωση (mg/L)	न्यूनतम अवरोधक सांद्रता (मि.ग्रा./ली.)	Konsentrasi Inhibisi Minimum (mg/L)	Concentrazione minima inibitoria (mg/L)	最小発育阻止濃度(mg/L)	최소 억제 농도 (mg/L)	Minste hemmende konsentrasjon (mg/L)	Minimalne stężenie hamujące (mg/L)	Concentração Inibitória Mínima (mg/L)	Concentrația minimă inhibitorie (mg/L)	Минимальная ингибирующая концентрация (мг/л)	Concentración mínima inhibitoria (mg/L)	Kiwango cha chini cha kuzuia ukuaji (mg/L)	Minsta hämmande koncentration (mg/L)	Minimum İnhibitör Konsantrasyon (mg/L)	Мінімальна інгібуюча концентрація (мг/мл)	کم از کم روکنے والی مقدار (mg/L)	Nồng độ ức chế tối thiểu (mg/L)
+Disk diffusion diameter (mm)	FALSE	FALSE	FALSE	FALSE	Disk diffusion diameter (mm)	قطر الانتشار على القرص (مم)	ডিস্ক ডিফিউশন ব্যাসার্ধ (মিমি)	磁盘扩散直径(mm)	Diskový difuzní průměr (mm)	Diskdiffusionsdiameter (mm)	Diameter diskzone (mm)	Levyn diffuusion halkaisija (mm)	Diamètre de diffusion en disque (mm)	Durchmesser der Scheibenzone (mm)	Διάμετρος διάχυσης δίσκου (mm)	डिस्क प्रसार व्यास (मि.मी.)	Diameter difusi disk (mm)	Diametro di diffusione del disco (mm)	ディスク拡散径(mm)	디스크 확산 지름 (mm)	Diskdiffusjonsdiameter (mm)	Średnica dyfuzji dysku (mm)	Diâmetro de difusão do disco (mm)	Diametrul de difuzie a discului (mm)	Диаметр диффузии диска (мм)	Diámetro de difusión en disco (mm)	Kipenyo cha usambaaji kwenye kisahani (mm)	Diskdiffusionsdiameter (mm)	Disk difüzyon çapı (mm)	Зона затримки росту (мм)	ڈسک پھیلاؤ کا قطر (ملی میٹر)	Đường kính khuếch tán đĩa (mm)
+Antimicrobial Interpretation	FALSE	FALSE	FALSE	FALSE	Antimicrobial Interpretation	تفسير مضاد الميكروبات	অ্যান্টিমাইক্রোবিয়াল ব্যাখ্যা	抗菌性解释	Antimikrobiální interpretace	Antimikrobiel fortolkning	Antimicrobiële interpretatie	Mikrobilääkkeiden tulkinta	Interprétation antimicrobienne	Antimikrobielle Auswertung	Αντιμικροβιακή ερμηνεία	प्रतिजैविक व्याख्या	Interpretasi antimikroba	Interpretazione antimicrobica	抗菌性解釈	항균제 해석	Antimikrobiell tolkning	Interpretacja antybakteryjna	Interpretação Antimicrobiana	Interpretare antimicrobiană	Антимикробная интерпретация	Interpretación antimicrobiana	Ufafanuzi wa dawa za kuua vijidudu	Antimikrobiell tolkning	Antimikrobiyal Yorumlama	Фенотипи чутливості	مائیکروبی تشریح	Diễn giải kháng sinh
+Percentage	FALSE	FALSE	FALSE	FALSE	Percentage	النسبة المئوية	শতকরা	百分比	Procento	Procentdel	Percentage	Prosenttiosuus	Pourcentage	Prozentsatz	Ποσοστό	प्रतिशत	Fersentase	Percentuale	割合(%)	백분율	Prosentandel	Procent	Percentagem	Procentaj	Процент	Porcentaje	Asilimia	Procentuell andel	Yüzde	Відсоток	فیصد	Tỷ lệ phần trăm
+Syndromic Group	FALSE	FALSE	FALSE	FALSE	Syndromic Group	مجموعة متلازمات	সিন্ড্রোমিক গ্রুপ	合并症候群	Syndromová skupina	Syndromisk gruppe	Syndroomgroep	Syndrooma Ryhmä	Groupe syndromique	Syndromische Gruppe	Συνδρομική ομάδα	लक्षणात्मक समूह	Grup sindromik	Gruppo sindromico	シンドロームグループ	증후군 그룹	Syndromgruppe	Grupa syndromiczna	Grupo sindrómico	Grup sindromic	Синдромная группа	Grupo sindrómico	Kundi la dalili	Syndromisk grupp	Sendromik Grup	Синдромна група	سندرم گروپ	Nhóm hội chứng
+Pathogen	FALSE	FALSE	FALSE	FALSE	Pathogen	مُمْرِض	রোগজীবাণু	病原体	Patogen	Patogen	Pathogeen	Taudinaiheuttaja	Agent pathogène	Erreger	Παθογόνο	रोगजनक	Patenogen	Agente patogeno	病原体	병원체	Patogen	Patogen	Pathogen	Agenți patogeni	Возбудитель	Patógeno	Patojeni	Patogen	Patojen	Збудник	روگجن	Tác nhân gây bệnh
+4-aminosalicylic acid	FALSE	TRUE	TRUE	FALSE	4-aminosalicylic acid	حمض 4-أمينو الساليسيليك	৪-অ্যামিনোস্যালিসাইলিক অ্যাসিড	4-氨基水杨酸	kyselina 4-aminosalicylová	4-aminosalicylsyre	4-aminosalicylzuur	4-aminosalisyylihappo	Acide 4-aminosalicylique	4-Aminosalicylsäure	4-αμινοσαλικυλικό οξύ	4-अमिनोसेलिसिलिक अम्ल	Asam 4-aminosalisilat	Acido 4-aminosalicilico	4-アミノサリチル酸	4-아미노살리실산	4-aminosalisylsyre	Kwas 4-aminosalicylowy	Ácido 4-aminosalicílico	Acid 4-aminosalicilic	4-аминосалициловая кислота	Ácido 4-aminosalicílico	Asidi ya 4-aminosalisiliki	4-aminosalicylsyra	4-aminosalisilik asit	4-Аміносаліцилова кислота	۴-امینو سیلیسیلک ایسڈ	Axit 4-aminosalicylic
+Adefovir dipivoxil	FALSE	TRUE	TRUE	FALSE	Adefovir dipivoxil	أديفوفير ديبيفوكسيل	অ্যাডেফোভির ডিপিভক্সিল	阿德福韦酯	Adefovir dipivoxil	Adefovir dipivoxil	Adefovir	Adefoviiridipivoksiili	Adéfovir dipivoxil	Adefovir Dipivoxil	Adefovir dipivoxil	एडिफोविर डिपिवॉक्सिल	Adefovir dipivoksil	Adefovir dipivoxil	アデホビル・ジピボキシル	아데포비르 디피복실	Adefovirdipivoksil	Adefovir dipivoxil	Adefovir dipivoxil	Adefovir dipivoxil	Адефовир дипивоксил	Adefovir dipivoxil	Adefoviri dipivoksili	Adefovir dipivoxil	Adefovir dipivoksil	Адефовір діпівоксил	ایڈیفوویر ڈپیووکسل	Adefovir dipivoxil
+Aldesulfone sodium	FALSE	TRUE	TRUE	FALSE	Aldesulfone sodium	صوديوم ألديسلفون	অ্যালডেসালফোন সোডিয়াম	醛缩酮钠	Aldesulfon sodný	Aldesulfon-natrium	Aldesulfon	Aldesulfoninatrium	Aldésulfone sodique	Aldesulfon-Natrium	Αλδεσουλφονικό νάτριο	ऐल्डेसल्फोन सोडियम	Aldesulfon natrium	Aldesulfone sodio	アルデスルホンナトリウム	알데설폰 나트륨	Aldesulfon-natrium	Sól sodowa aldesulfonu	Aldesulfona de sódio	Aldesulfonă sodică	Альдесульфон натрия	Aldesulfona sódica	Sodiamu aldesulfoni	Aldesulfonnatrium	Aldesülfon sodyum	Альденсульфон натрію	الڈیسلفون سوڈیم	Natri aldesulfone
+Amikacin	FALSE	TRUE	TRUE	FALSE	Amikacin	أميكاسين	অ্যামিকাসিন	阿米卡星	Amikacin	Amikacin	Amikacine	Amikasiini	Amikacine	Amikacin	Αμικασίνη	एमिकासिन	Amikasin	Amikacin	アミカシン	아미카신	Amikacin	Amikacyna	Amikacin	Amikacin	Амикацин	Amikacina	Amikasini	Amikacin	Amikasin	Амікацин	ایمیکیسن	Amikacin
+Amoxicillin	TRUE	TRUE	TRUE	FALSE	Amoxicillin	أموكسيسيلين	অ্যামক্সিসিলিন	阿莫西林	Amoxicilin	Amoxicillin	Amoxicilline	Amoksisilliini	Amoxicilline	Amoxicillin	Αμοξικιλλίνη	एमोक्सिसिलिन	Amoksisilin	Amoxicillina	アモキシシリン	아목시실린	Amoxicillin	Amoxicillin	Amoxicilina	Amoxicilină	Амоксициллин	Amoxicilina	Amoksisilini	Amoxicillin	Amoksisilin	Амоксицилін	ایموکسیسلین	Amoxicillin
+Amoxicillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	Amoxicillin/beta-lactamase inhibitor	أموكسيسيلين/مثبط بيتا-لاكتاماز	অ্যামক্সিসিলিন/বেটা-ল্যাকটামেজ ইনহিবিটার	阿莫西林/β-内酰胺酶抑制剂	Amoxicilin/inhibitor beta-laktamázy	Amoxicillin/beta-lactamasehæmmer	Amoxicilline/enzymremmer	Amoksisilliini/beeta-laktamaasin estäjä	Amoxicilline/inhib. de bêta-lactamase	Amoxicillin/Beta-Lactamase-Hemmer	Αμοξικιλλίνη/αναστολέας της β-λακταμάσης	एमोक्सिसिलिन/बीटा-लैक्टामेज अवरोधक	Amoksisilin/penghambat beta-laktamase	Amoxicillina/inib. d. beta-lattamasi	アモキシシリン／β-ラクタマーゼ阻害剤	아목시실린/베타-락타마제 억제제	Amoxicillin/betalaktamase-hemmer	Amoksycylina/inhibitor beta-laktamazy	Amoxicilina/inibid. da beta-lactamase	Amoxicilină/inhibitor de beta-lactamază	Амоксициллин/ингибитор бета-лактамаз	Amoxicilina/inhib. de la beta-lactamasa	Amoksisilini/kizuizi cha beta-laktamasi	Amoxicillin/betalaktamashämmare	Amoksisilin/beta-laktamaz inhibitörü	Амоксицилін/інгібітор бета-лактамаз	ایموکسیسلین/بیٹا لیکٹامیز انہبیٹر	Amoxicillin/chất ức chế beta-lactamase
+Amphotericin B	FALSE	TRUE	TRUE	FALSE	Amphotericin B	أمفوتيريسين ب	অ্যামফোটেরিসিন বি	两性霉素B	Amfotericin B	Amfotericin B	Amfotericine B	Amfoterisiini B	Amphotéricine B	Amphotericin B	Αμφοτερικίνη Β	एम्फोटेरिसिन बी	Amfoterisin B	Amfotericina B	アムホテリシンB	암포테리신 B	Amfotericin B	Amfoterycyna B	Anfotericina B	Amfotericină B	Амфотерицин В	Anfotericina B	Amfoterisini B	Amfotericin B	Amfoterisin B	Амфотерицин В	ایمفوٹیریسن بی	Amphotericin B
+Ampicillin	TRUE	TRUE	TRUE	FALSE	Ampicillin	أمبيسيلين	অ্যাম্পিসিলিন	氨苄西林	Ampicilin	Ampicillin	Ampicilline	Ampisilliini	Ampicilline	Ampicillin	Αµπικιλλίνη	एम्पिसिलिन	Ampisilin	Ampicillina	アンピシリン	암피실린	Ampicillin	Ampicylina	Ampicilina	Ampicilină	Ампициллин	Ampicilina	Ampisilini	Ampicillin	Ampisilin	Ампіцилін	ایمپیسیلین	Ampicillin
+Ampicillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	Ampicillin/beta-lactamase inhibitor	أمبيسيلين/مثبط بيتا-لاكتاماز	অ্যাম্পিসিলিন/বেটা-ল্যাকটামেজ ইনহিবিটার	氨苄西林/β-内酰胺酶抑制剂	Inhibitor ampicilinu/beta-laktamázy	Ampicillin/beta-lactamasehæmmer	Ampicilline/enzymremmer	Ampisilliini/beeta-laktamaasin estäjä	Ampicilline/inhib. de bêta-lactamase	Ampicillin/Beta-Laktamase-Hemmer	Αμπικιλλίνη/αναστολέας β-λακταμάσης	एम्पिसिलिन/बीटा-लैक्टामेज अवरोधक	Ampisilin/penghambat beta-laktamase	Ampicillina/inib. d. beta-lattamasi	アンピシリン／β-ラクタマーゼ阻害剤	암피실린/베타-락타마제 억제제	Ampicillin/betalaktamasehemmer	Ampicylina/inhibitor beta-laktamazy	Ampicilina/inibid. da beta-lactamase	Ampicilină/inhibitor de beta-lactamază	Ампициллин/ингибитор бета-лактамазы	Ampicilina/inhib. de la beta-lactamasa	Ampisilini/kizuizi cha beta-laktamasi	Ampicillin/beta-laktamashämmare	Ampisilin/beta-laktamaz inhibitörü	Ампіцилін/інгібітор бета-лактамаз	ایمپیسیلین/بیٹا لیکٹامیز انہبیٹر	Ampicillin/chất ức chế beta-lactamase
+Anidulafungin	FALSE	TRUE	TRUE	FALSE	Anidulafungin	أندولافنجين	অ্যানিডুলাফাঙ্গিন	阿尼芬净	Anidulafungin	Anidulafungin	Anidulafungine	Anidulafungiini	Anidulafungine	Anidulafungin	Ανιδουλαφουνγκίνη	एनिडुलाफंगिन	Anidulafungin	Anidulafungin	アニデュラファンギン	아니둘라펀진	Anidulafungin	Anidulafungina	Anidulafungin	Anidulafungin	Анидулафунгин	Anidulafungina	Anidulafangini	Anidulafungin	Anidulafungin	Анідулафунгін	اینڈولافنگن	Anidulafungin
+Azidocillin	FALSE	TRUE	TRUE	FALSE	Azidocillin	أزيدوسيلين	অ্যাজিডোসিলিন	阿奇霉素	Azidocillin	Azidocillin	Azidocilline	Azidosilliini	Azidocilline	Azidocillin	Αζιδοκιλλίνη	एज़िडोसिलिन	Azidoksilin	Azidocillina	アジドシリン	아지도실린	Azidocillin	Azidocillin	Azidocillin	Azidocilină	Азидоциллин	Azidocilina	Azidosilini	Azidocillin	Azidosilin	Азидоцилін	ایزائڈوسیلن	Azidocillin
+Azithromycin	FALSE	TRUE	TRUE	FALSE	Azithromycin	أزيثرومايسين	অ্যাজিথ্রোমাইসিন	阿奇霉素	Azitromycin	Azithromycin	Azitromycine	Atsitromysiini	Azithromycine	Azithromycin	Αζιθρομυκίνη	एज़िथ्रोमाइसिन	Azitromisin	Azitromicina	アジスロマイシン	아지트로마이신	Azitromycin	Azithromycin	Azitromicina	Azitromicină	Азитромицин	Azitromicina	Azitromasini	Azitromycin	Azitromisin	Азитроміцин	ایزیتھرو مائسین	Azithromycin
+Azlocillin	FALSE	TRUE	TRUE	FALSE	Azlocillin	أزلوسيلين	অ্যাজলোসিলিন	阿洛西林	Azlocillin	Azlocillin	Azlocilline	Azlocillin	Azlocilline	Azlocillin	Αζλοκιλλίνη	एज़लोसिलिन	Azlosilin	Azlocillina	アズロシリン	아즐로실린	Azlocillin	Azlocillin	Azlocillin	Azlocilină	Азлоциллин	Azlocilina	Azlosilini	Azlocillin	Azlocillin	Азлоцилін	ایزلو سیلین	Azlocillin
+Bacampicillin	FALSE	TRUE	TRUE	FALSE	Bacampicillin	باكامبيسيلين	ব্যাক্যাম্পিসিলিন	巴卡比林	Bacampicilin	Bacampicillin	Bacampicilline	Bacampicillin	Bacampicilline	Bacampicillin	Μπακαμπικιλλίνη	बैकैम्पिसिलिन	Bakampisilin	Bacampicillina	バカンピシリン	바캄피실린	Bacampicillin	Bakampicylina	Bacampicilina	Bacampicilină	Бакампициллин	Bacampicilina	Bakampisilini	Bacampicillin	Bacampicillin	Бакампіцилін	بیکیمپیسلین	Bacampicillin
+Bacitracin	FALSE	TRUE	TRUE	FALSE	Bacitracin	باسيتراسين	ব্যাসিট্রাসিন	阿奇霉素	Bacitracin	Bacitracin	Bacitracine	Bacitrasiini	Bacitracine	Bacitracin	Βακιτρακίνη	बैसिट्रेसिन	Basitracin	Bacitracina	バシトラシン	바시트라신	Bacitracin	Bacytracyna	Bacitracin	Bacitracină	Бацитрацин	Bacitracina	Basitrasini	Bacitracin	Basitrasin	Бацитрацин	باسیٹراسین	Bacitracin
+Benzathine benzylpenicillin	FALSE	TRUE	TRUE	FALSE	Benzathine benzylpenicillin	بنزاثين بنزيل بنيسيلين	বেনজাথিন বেনজাইলপেনিসিলিন	苄丝肼青霉素	Benzathine benzylpenicillin	Benzathinbenzylpenicillin	Benzylpenicillinebenzathine	Bentsatiinibentsyylipenisilliini	Benzathine benzylpénicilline	Benzathin-Benzylpenicillin	Βενζαθίνη βενζυλπενικιλλίνη	बेंज़ाथीन बेंज़िलपेनिसिलिन	Benzatin benzilpenisilin	Benzatina benzilpenicillina	ベンズシン・ベンジルペニシリン	벤자틴 벤질페니실린	Benzathine benzylpenicillin	Benzylpenicylina benzylowa	Benzatina benzatina benzilpenicilina	Benzatină benzilpenicilină	Бензатин бензилпенициллин	Bencilpenicilina benzatínica	Benzathini benzilpenisilini	Benzathinbenzylpenicillin	Benzatin benzilpenisilin	Бензатину бензилпеніцилін	بینزاتھین بینزائل پینسلن	Benzathine benzylpenicillin
+Benzathine phenoxymethylpenicillin	FALSE	TRUE	TRUE	FALSE	Benzathine phenoxymethylpenicillin	بنزاثين فينوكسي ميثيل بنيسيلين	বেনজাথিন ফেনক্সিমিথাইলপেনিসিলিন	苄星苯氧甲基青霉素	Benzatinový fenoxymethylpenicilin	Benzathinfenoxymethylpenicillin	Fenoxymethylpenicillinebenzathine	Bentsatiinifenoksimetyylipenisilliini	Phénoxyméthylpénicilline benzathine	Benzathin-Phenoxymethylpenicillin	Βενζαθίνη φαινοξυμεθυλοπενικιλλίνη	बेंज़ाथीन फीनॉक्सिमेथिलपेनिसिलिन	Benzatin fenoksimetilpenisilin	Benzatina fenossimetilpenicillina	ベンザチンフェノキシメチルペニシリン	벤자틴 페녹시메틸페니실린	Benzathine fenoksymetylpenicillin	Fenoksymetylopenicylina benzylowa	Benzatina fenoximetilpenicilina	Benzatină fenoximetilpenicilină	Бензатин феноксиметилпенициллин	Fenoximetilpenicilina benzatínica	Benzathini fenoksimethilpenisilini	Bensathinfenoximetylpenicillin	Benzatin fenoksimetilpenisilin	Бензатину феноксиметилпеніцилін	بینزاتھین فینوکسی میتھیل پینسلن	Benzathine phenoxymethylpenicillin
+Benzylpenicillin	FALSE	TRUE	TRUE	FALSE	Benzylpenicillin	بنزيل بنيسيلين	বেনজাইলপেনিসিলিন	苄基青霉素	Benzylpenicilin	Benzylpenicillin	Benzylpenicilline	Bentsyylipenisilliini	Benzylpénicilline	Benzylpenicillin	Βενζυλοπενικιλλίνη	बेंज़िलपेनिसिलिन	Benzilpenisilin	Benzilpenicillina	ベンジルペニシリン	벤질페니실린	Benzylpenicillin	Benzylpenicylina	Benzilpenicilina	Benzilpenicilină	Бензилпенициллин	Bencilpenicilina	Benzilpenisilini	Bensylpenicillin	Benzilpenisilin	Бензилпеніцилін	بینزائل پینسلن	Benzylpenicillin
+Cadazolid	FALSE	TRUE	TRUE	FALSE	Cadazolid	كادازوليد	ক্যাডাজোলিড	卡达唑利德	Kadazolid	Cadazolid	Cadazolid	Kadazolid	Cadazolid	Cadazolid	Καδαζολίδη	काडाज़ोलिड	Kadazolid	Cadazolid	カダゾリド	카다졸리드	Cadazolid	Kadazolid	Cadazolid	Cadazolid	Кадазолид	Cadazolid	Kadazolidi	Cadazolid	Cadazolid	Кадазолід	کیڈازولڈ	Cadazolid
+Calcium aminosalicylate	FALSE	TRUE	TRUE	FALSE	Calcium aminosalicylate	أمينوساليسيلات الكالسيوم	ক্যালসিয়াম অ্যামিনোস্যালিসাইলেট	氨基水杨酸钙	Aminosalicylát vápenatý	Calciumaminosalicylat	Aminosalicylzuur	Kalsiumaminosalisylaatti	Aminosalicylate de calcium	Kalzium-Aminosalicylat	Αμινοσαλικυλικό ασβέστιο	कैल्शियम अमिनोसेलिसाइलेट	Kalsium aminosalisilat	Calcio aminosalicilato	アミノサリチル酸カルシウム	아미노살리실산 칼슘	Kalsiumaminosalicylat	Aminosalicylan wapnia	Aminosalicilato de cálcio	Aminosalicilat de calciu	Аминосалицилат кальция	Aminosalicilato de calcio	Kalisiamu aminosalisilati	Kalciumaminosalicylat	Kalsiyum aminosalisilat	Кальцію аміносаліцилат	کیلشیم امینوسیلیسیلیٹ	Canxi aminosalicylate
+Capreomycin	FALSE	TRUE	TRUE	FALSE	Capreomycin	كابريومايسين	ক্যাপ্রিওমাইসিন	氨水杨酸钙	Kapreomycin	Capreomycin	Capreomycine	Kapreomysiini	Capréomycine	Capreomycin	Καπρεομυκίνη	कैप्रियोमाइसिन	Kapreomisin	Capreomicina	カプレオマイシン	카프레오마이신	Capreomycin	Kapreomycyna	Capreomicina	Capreomicină	Капреомицин	Capreomicina	Kapreomasini	Kapreomycin	Kapreomisin	Капреоміцин	کیپریو مائسین	Capreomycin
+Carbenicillin	FALSE	TRUE	TRUE	FALSE	Carbenicillin	كاربينيسيلين	কারবেনিসিলিন	羧基青霉素	Karbenicilin	Carbenicillin	Carbenicilline	Karbenisilliini	Carbénicilline	Carbenicillin	Καρβενικιλλίνη	कार्बेनिसिलिन	Karbenisilin	Carbenicillina	カルベニシリン	카르베니실린	Karbenicillin	Karbenicylina	Carbenicilina	Carbenicilină	Карбенициллин	Carbenicilina	Karbenisilini	Karbenicillin	Karbenisilin	Карбеніцилін	کاربینیسلن	Carbenicillin
+Carindacillin	FALSE	TRUE	TRUE	FALSE	Carindacillin	كارينداسيلين	কারিনডাসিলিন	卡林达西林	Karindacilin	Carindacillin	Carindacilline	Karindasilliini	Carindacilline	Carindacillin	Καρινδακιλλίνη	कारिंडासिलिन	Karindasilin	Carindacillina	カリンダシリン	카린다실린	Karindacillin	Karindacillin	Carindacillin	Carindacilină	Кариндациллин	Carindacilina	Karindasilini	Carindacillin	Karindasilin	Кариндацилін	کارینڈاسیلن	Carindacillin
+Caspofungin	FALSE	TRUE	TRUE	FALSE	Caspofungin	كاسبوفنجين	ক্যাসপোফাঙ্গিন	氨苄青霉素	Kaspofungin	Caspofungin	Caspofungine	Kaspofungiini	Caspofungine	Caspofungin	Κασποφουνγκίνη	कैस्पोफंगिन	Kaspofungin	Caspofungin	カスポファンギン	카스포펀진	Caspofungin	Kaspofungina	Caspofungin	Caspofungin	Каспофунгин	Caspofungina	Kaspofangini	Caspofungin	Caspofungin	Каспофунгін	کیسپوفنگن	Caspofungin
+Ce(f|ph)acetrile	TRUE	TRUE	TRUE	FALSE	Cefacetrile	سيفاسيتريل	সেফাসেট্রিল	头孢乙腈	Cefacetril	Cephacetril	Cefacetril	Kefasetriili	Céphacétrile	Cefacetril	Κεφακετρίλη	सेफासेट्रिल	Sefasetril	Cefacetrile	セファセトリル	세파세트릴	Cefacetril	Cefacetrile	Cephacetrile	Cefacetril	Цефацетрил	Cefacetrilo	Sefasetrili	Cephacetril	Sefasetril	Цефацетрил	سیفاسیٹریل	Cefacetrile
+Ce(f|ph)alexin	TRUE	TRUE	TRUE	FALSE	Cefalexin	سيفاليكسين	সেফালেক্সিন	头孢莱辛	Cefalexin	Cephalexin	Cefalexine	Kefaleksiini	Céphalexine	Cefalexin	Κεφαλεξίνη	सेफालेक्सिन	Sefaleksin	Cephalexin	セファレキシン	세팔렉신	Cefalexin	Cefaleksyna	Cephalexin	Cefalexină	Цефалексин	Cefalexina	Sefaleksini	Cephalexin	Cefalexin	Цефалексин	سیفیلیکسن	Cefalexin
+Ce(f|ph)alothin	TRUE	TRUE	TRUE	FALSE	Cefalothin	سيفالوثين	সেফালোথিন	头孢罗丁	Cefalotin	Cephalothin	Cefalotine	Kefalotiini	Céphalothine	Cefalothin	Κεφαλοθίνη	सेफालोथिन	Sefalotin	Cefalotina	セファロチン	세팔로틴	Cefalotin	Cefalotyna	Cephalothin	Cefalotin	Цефалотин	Cefalotina	Sefalothini	Kefalotin	Cefalothin	Цефалотин	سیفالوتھن	Cefalothin
+Ce(f|ph)alotin	TRUE	TRUE	TRUE	FALSE	Cefalotin	سيفالوتين	সেফালোটিন	头孢罗丁	Cefalotin	Cephalotin	Cefalotine	Kefalotin	Céphalotine	Cefalotin	Κεφαλοτίνη	सेफालोटिन	Sefalotin	Cefalotina	セファロチン	세팔로틴	Cefalotin	Cefalotyna	Cefalotina	Cefalotin	Цефалотин	Cefalotina	Sefalotini	Cefalotin	Sefalotin	Цефалотин	سیفالوٹن	Cefalotin
+Ce(f|ph)amandole	TRUE	TRUE	TRUE	FALSE	Cefamandole	سيفاماندول	সেফাম্যান্ডোল	头孢曼多	Cefamandol	Cephamandol	Cefamandol	Kefamandoli	Céphamandole	Cefamandol	Κεφαμανδόλη	सेफामैंडोल	Sefamandol	Cephamandole	セファマンドール	세파만돌	Cefamandol	Cefamandol	Cephamandole	Cefamandole	Цефамандол	Cefamandole	Sefamandoli	Cephamandol	Cefamandole	Цефамандол	سیفامینڈول	Cefamandole
+Ce(f|ph)apirin	TRUE	TRUE	TRUE	FALSE	Cefapirin	سيفابيرين	সেফাপিরিন	头孢匹林	Cefapirin	Cephapirin	Cefapirine	Kefapiriini	Céphapirine	Cefapirin	Κεφαπιρίνη	सेफापिरीन	Sefapirin	Cefapirina	セファピリン	세파피린	Cefapirin	Cefapiryna	Cephapirin	Cefapirină	Цефапирин	Cefapirina	Sefapirini	Cephapirin	Sefapirin	Цефапірин	سیفا پیرین	Cefapirin
+Ce(f|ph)azedone	TRUE	TRUE	TRUE	FALSE	Cefazedone	سيفازيدون	সেফাজেডোন	头孢唑酮	Cefazedon	Cephazedon	Cefazedon	Kefatsedoni	Céphazédone	Cefazedon	Κεφαζεδόνη	सेफाज़ेडोन	Sefazedon	Cefazedone	セファゼドン	세파제돈	Cefazedon	Cefazedon	Cephazedone	Cefazedonă	Цефазедон	Cefazedona	Sefazedoni	Cephazedon	Sefazedon	Цефазедон	سیفازیدون	Cefazedone
+Ce(f|ph)azolin	TRUE	TRUE	TRUE	FALSE	Cefazolin	سيفازولين	সেফাজোলিন	头孢唑啉	Cefazolin	Cephazolin	Cefazoline	Kefatsoliini	Céphazoline	Cefazolin	Κεφαζολίνη	सेफाज़ोलिन	Sefazolin	Cephazolin	セファゾリン	세파졸린	Cefazolin	Cefazolin	Cephazolin	Cefazolin	Цефазолин	Cefazolina	Sefazolini	Cephazolin	Sefazolin	Цефазолін	سیفازولن	Cefazolin
+Ce(f|ph)epime	TRUE	TRUE	TRUE	FALSE	Cefepime	سيفيبيم	সেফেপাইম	头孢吡肟	Cefepim	Cephepime	Cefepim	Kefepiimi	Céphépime	Cefepim	Κεφεπίμη	सेफेपाइम	Sefepim	Cephepime	セフェパイム	세페핌	Cefepime	Cefepime	Cephepime	Cefepime	Цефепим	Cefepime	Sefepimu	Cephepim	Sefepim	Цефепім	سیفیپم	Cefepime
+Ce(f|ph)ixime	TRUE	TRUE	TRUE	FALSE	Cefixime	سيفيكسيم	সেফিক্সিম	头孢克肟	Cefixim	Cephixim	Cefixim	Kefiksiimi	Céphixime	Cefixim	Cefixime	सेफिक्साइम	Sefiksim	Cephixime	セフィキシム	세픽심	Cefixime	Cefixime	Cephixime	Cefixime	Цефиксим	Cefixima	Sefiksimu	Cephixim	Cefixime	Цефіксим	سیفکسیم	Cefixime
+Ce(f|ph)menoxime	TRUE	TRUE	TRUE	FALSE	Cefmenoxime	سيفمينوكسيم	সেফমেনক্সিম	头孢米诺肟	Cefmenoxim	Cephmenoxim	Cefmenoxim	Cefmenoksiimi	Céphénoxime	Cefmenoxim	Κεφμενοξίμη	सेफमेनॉक्साइम	Sefmenoksim	Cephmenoxime	セフメノキシム	세프메녹심	Cefmenoxime	Cefmenoksym	Cephmenoxime	Cefmenoxime	Цефменоксим	Cefmenoxima	Sefmenoksimu	Cephmenoxim	Sefmenoksim	Цефменоксим	سیفمینوکسیم	Cefmenoxime
+Ce(f|ph)metazole	TRUE	TRUE	TRUE	FALSE	Cefmetazole	سيفميتازول	সেফমেটাজোল	头孢美唑	Cefmetazol	Cephmetazol	Cefmetazol	Kefmetatsoli	Céphmétazole	Cefmetazol	Κεφμεταζόλη	सेफमेटाज़ोल	Sefmetazol	Cephmetazole	セフメタゾール	세프메타졸	Cefmetazole	Cefmetazol	Cefmetazole	Cefmetazol	Цефметазол	Cefmetazol	Sefmetazoli	Cephmetazol	Sefmetazol	Цефметазол	سیفمیٹازول	Cefmetazole
+Ce(f|ph)odizime	TRUE	TRUE	TRUE	FALSE	Cefodizime	سيفوديزيم	সেফোডিজিম	头孢地嗪	Cefodizim	Cephodizim	Cefodizim	Kefodisiimi	Céphodizime	Cefodizim	Κεφοδιζίμη	सेफोडीज़ाइम	Sefodizim	Cephodizime	セフォジジム	세포디짐	Cefodizim	Cefodizime	Cephodizime	Cefodizime	Цефодизим	Cefodixima	Sefodizimu	Cephodizim	Sefodizim	Цефодізим	سیفوڈیزیم	Cefodizime
+Ce(f|ph)onicid	TRUE	TRUE	TRUE	FALSE	Cefonicid	سيفونيسيد	সেফোনিসিড	头孢尼西	Cefonicid	Cephonicid	Cefonicide	Cefonicid	Céphonicide	Cefonicid	Κεφονικίδη	सेफॉनिसिड	Sefonisid	Cephonicid	セフォニキッド	세포니시드	Cefonicid	Cefonicid	Cefonicid	Cefonicid	Цефонизид	Cefonicida	Sefonisidi	Cephonicid	Cefonicid	Цефоніцид	سیفونیسیڈ	Cefonicid
+Ce(f|ph)operazone	TRUE	TRUE	TRUE	FALSE	Cefoperazone	سيفوبيرازون	সেফোপেরাজোন	头孢哌酮	Cefoperazon	Cephoperazon	Cefoperazon	Kefoperatsoni	Céphopérazone	Cefoperazon	Κεφοπεραζόνη	सेफोपेराज़ोन	Sefoperazon	Cephoperazone	セフペラゾン	세포페라존	Cefoperazon	Cefoperazon	Cephoperazone	Cefoperazonă	Цефоперазон	Cefoperazona	Sefoperazoni	Cephoperazon	Sefoperazon	Цефоперазон	سیفوپیرازون	Cefoperazone
+Ce(f|ph)operazone/beta-lactamase inhibitor	TRUE	TRUE	TRUE	FALSE	Cefoperazone/beta-lactamase inhibitor	سيفوبيرازون/مثبط بيتا-لاكتاماز	সেফোপেরাজোন/বেটা-ল্যাকটামেজ ইনহিবিটার	头孢哌酮/β-内酰胺酶抑制剂	Cefoperazon/inhibitor beta-laktamázy	Cephoperazon/beta-lactamasehæmmer	Cefoperazon/enzymremmer	Kefoperatsoni/beeta-laktamaasin estäjä	Céphopérazone/inhib. de bêta-lactamase	Cefoperazon/Beta-Lactamase-Hemmer	Κεφοπεραζόνη/αναστολέας της β-λακταμάσης	सेफोपेराज़ोन/बीटा-लैक्टामेज अवरोधक	Sefoperazon/penghambat beta-laktamase	Cephoperazone/inib. d. beta-lattamasi	Cefoperazone/β-ラクタマーゼ阻害剤	세포페라존/베타-락타마제 억제제	Cefoperazon/beta-laktamasehemmere	Cefoperazon/inhibitor beta-laktamazy	Cephoperazona/inibid. da beta-lactamase	Cefoperazonă/inhibitor de beta-lactamază	Цефоперазон/ингибитор бета-лактамаз	Cefoperazona/inhib. de betalactamasas	Sefoperazoni/kizuizi cha beta-laktamasi	Cefoperazon/beta-laktamashämmare	Sefoperazon/beta-laktamaz inhibitörü	Цефоперазон/інгібітор бета-лактамаз	سیفوپیرازون/بیٹا لیکٹامیز انہبیٹر	Cefoperazone/chất ức chế beta-lactamase
+Ce(f|ph)otaxime	TRUE	TRUE	TRUE	FALSE	Cefotaxime	سيفوتاكسيم	সেফোটাক্সিম	头孢噻肟	Cefotaxim	Cephotaxim	Cefotaxim	Kefotaksiimi	Céphotaxime	Cefotaxim	Κεφοταξίμη	सेफोटैक्साइम	Sefotaksim	Cephotaxime	セフォタキシム	세포탁심	Cefotaxim	Cefotaksym	Cephotaxime	Cefotaximă	Цефотаксим	Cefotaxima	Sefotaksimu	Cephotaxim	Sefotaksim	Цефотаксим	سیفوٹاکسیم	Cefotaxime
+Ce(f|ph)oxitin	TRUE	TRUE	TRUE	FALSE	Cefoxitin	سيفوكسيتين	সেফোক্সিটিন	头孢西丁	Cefoxitin	Cephoxitin	Cefoxitine	Kefoksitiini	Céphoxitine	Cefoxitin	Κεφοξιτίνη	सेफॉक्सिटिन	Sefoksitin	Cefossitina	Cefoxitin	세폭시틴	Cefoxitin	Cefoksytyna	Cephoxitin	Cefoxitină	Цефокситин	Cefoxitina	Sefoksitini	Cephoxitin	Cefoxitin	Цефокситин	سیفوکسیتن	Cefoxitin
+Ce(f|ph)pirome	TRUE	TRUE	TRUE	FALSE	Cefpirome	سيفبيروم	সেফপাইরোম	头孢匹罗	Cefpirom	Cephpirom	Cefpirom	Kefpiromi	Céphpirome	Cefpirom	Κεφπιρόμη	सेफपाइरोम	Sefpirom	Cephpirome	セフピロム	세프피롬	Cefpirom	Cefpirom	Cefpirome	Cefpirom	Цефпиром	Cephpirome	Sefpiromu	Cephpirom	Sefpirom	Цефпіром	سیفپی روم	Cefpirome
+Ce(f|ph)podoxime	TRUE	TRUE	TRUE	FALSE	Cefpodoxime	سيفبودوكسيم	সেফপডক্সিম	头孢泊肟	Cefpodoxim	Cephpodoxim	Cefpodoxim	Kefpodoksiimi	Céphpodoxime	Cefpodoxim	Κεφποδοξίμη	सेफपोडॉक्साइम	Sefpodoksim	Cephpodoxime	セフポドキシム	세프도독심	Cefpodoxime	Cefpodoxime	Cephpodoxime	Cefpodoximă	Цефподоксим	Cefpodoxima	Sefpodoksimu	Cephpodoxim	Sefpodoksim	Цефподоксим	سیفپوڈوکسم	Cefpodoxime
+Ce(f|ph)radine	TRUE	TRUE	TRUE	FALSE	Cefradine	سيفرادين	সেফরাডিন	头孢拉定	Cefradin	Cephradin	Cefradine	Cefradiini	Céphradine	Cefradin	Κεφραντίνη	सेफ्रेडिन	Sefradin	Cefradina	セフラジン	세프라딘	Cefradin	Cefradyna	Cephradine	Cefradina	Цефрадин	Cefradina	Sefradini	Cephradin	Sefradin	Цефрадін	سیفرادین	Cefradine
+Ce(f|ph)sulodin	TRUE	TRUE	TRUE	FALSE	Cefsulodin	سيفسولودين	সেফসুলোডিন	头孢苏洛丁	Cefsulodin	Cephsulodin	Cefsulodine	Kefsulodiini	Céphsulodine	Cefsulodin	Κεφσουλοδίνη	सेफ्सुलोडिन	Sefsulodin	Cephsulodin	セフスロジン	세프술로딘	Cefsulodin	Cefsulodin	Cephsulodin	Cefsulodin	Цефсулодин	Cefsulodina	Sefsulodini	Cephsulodin	Cefsulodin	Цефсулодин	سیفسولودین	Cefsulodin
+Ce(f|ph)tazidime	TRUE	TRUE	TRUE	FALSE	Ceftazidime	سيفتازيديم	সেফটাজিডিম	头孢噻肟	Ceftazidim	Cephtazidim	Ceftazidim	Keftatsidiimi	Céphtazidime	Ceftazidim	Κεφταζιδίμη	सेफ्टाजिडाइम	Seftazidim	Ceftazidima	セフタジジム	세프타지딤	Ceftazidim	Ceftazidime	Ceftazidima	Ceftazidime	Цефтазидим	Ceftazidima	Seftazidimu	Cephtazidim	Seftazidim	Цефтазидим	سیفٹازیدیم	Ceftazidime
+Ce(f|ph)tezole	TRUE	TRUE	TRUE	FALSE	Ceftezole	سيفتيزول	সেফটেজোল	头孢特唑	Ceftezol	Cephtezol	Ceftezol	Ceftezole	Céphtézole	Ceftezol	Τζεφεζόλη	सेफ्टेज़ोल	Seftezoel	Cephtezole	セフテゾール	세프테졸	Ceftezole	Ceftezol	Ceftezole	Ceftezol	Цефтезол	Ceftezol	Seftezoeli	Cephtezole	Seftezol	Цефтезол	سیفٹیزول	Ceftezole
+Ce(f|ph)tizoxime	TRUE	TRUE	TRUE	FALSE	Ceftizoxime	سيفتيزوكسيم	সেফটিজক্সিম	头孢唑肟	Ceftizoxim	Cephtizoxim	Ceftizoxim	Keftatsoksiimi	Céphtizoxime	Ceftizoxim	Κεφτιζοξίμη	सेफ्टिज़ॉक्साइम	Seftizoksim	Cephtizoxime	セフティゾキシム	세프티족심	Ceftizoxim	Ceftizoxime	Cephtizoxime	Ceftizoxime	Цефтизоксим	Ceftizoxima	Seftizoksimu	Cephtizoxim	Seftizoksim	Цефтизоксим	سیفٹیزوکسیم	Ceftizoxime
+Ce(f|ph)triaxone	TRUE	TRUE	TRUE	FALSE	Ceftriaxone	سيفترياكسون	সেফট্রিয়াক্সোন	头孢曲松	Ceftriaxon	Cephtriaxon	Ceftriaxon	Ceftriaksoni	Céphtriaxone	Ceftriaxon	Κεφτριαξόνη	सेफ्ट्रियाक्सोन	Seftriakson	Ceftriaxone	セフトリアキソン	세프트리악손	Ceftriaxone	Ceftriakson	Cefhtriaxone	Ceftriaxonă	Цефтриаксон	Ceftriaxona	Seftriaxoni	Ceftriaxon	Ceftriaxone	Цефтриаксон	سیفٹریاکسون	Ceftriaxone
+Ce(f|ph)uroxime	TRUE	TRUE	TRUE	FALSE	Cefuroxime	سيفوروكسيم	সেফিউরোক্সিম	头孢呋辛	Cefuroxim	Cephuroxim	Cefuroxim	Kefuroksiimi	Céphuroxime	Cefuroxim	Κεφουροξίμη	सेफ्यूरॉक्साइम	Sefuroksim	Cefuroxima	セフロキシム	세푸록심	Cefuroxim	Cefuroksym	Cephuroxime	Cefuroxime	Цефуроксим	Cefuroxima	Sefuroksimu	Cefuroxim	Sefuroksim	Цефуроксим	سیفیوراکسیم	Cefuroxime
+Ce(f|ph)uroxime/metronidazole	TRUE	TRUE	TRUE	FALSE	Cefuroxime/metronidazole	سيفوروكسيم/ميترونيدازول	সেফিউরোক্সিম/মেট্রোনিডাজোল	头孢呋辛/甲硝唑	Cefuroxim/metronidazol	Cefuroxim/metronidazol	Cefuroxim/andere antibacteriele middelen	Kefuroksiimi/metronidatsoli	Céphuroxime/métronidazole	Cefuroxim/Metronidazol	Κεφουροξίμη/μετρονιδαζόλη	सेफ्यूरॉक्साइम/मेट्रोनिडाज़ोल	Sefuroksim/metronidazol	Cefuroxima/metronidazolo	セフロキシム/メトロニダゾール	세푸록심/메트로니다졸	Cefuroxim/metronidazol	Cefuroksym/metronidazol	Cephuroxime/metronidazol	Cefuroximă/metronidazol	Цефуроксим/метронидазол	Cefuroxima/metronidazol	Sefuroksimu/metronidazoli	Cefuroxim/metronidazol	Sefuroksim/metronidazol	Цефуроксим/метронідазол	سیفیوراکسیم/میٹرونڈازول	Cefuroxime/metronidazole
+Chloramphenicol	FALSE	TRUE	TRUE	FALSE	Chloramphenicol	كلورامفينيكول	ক্লোরামফেনিকল	氯霉素	Chloramfenikol	Kloramfenicol	Chlooramfenicol	Kloramfenikoli	Chloramphénicol	Chloramphenicol	Χλωραμφενικόλη	क्लोरैम्फेनिकोल	Kloramfenikol	Cloramfenicolo	クロラムフェニコール	클로람페니콜	Kloramfenikol	Chloramfenikol	Cloranfenicol	Cloramfenicol	Хлорамфеникол	Cloranfenicol	Kloramfenikoli	Kloramfenikol	Kloramfenikol	Хлорамфенікол	کلورامفینیکول	Chloramphenicol
+Chlortetracycline	FALSE	TRUE	TRUE	FALSE	Chlortetracycline	كلورتتراسيكلين	ক্লোরটেট্রাসাইক্লিন	金霉素	Chlortetracyklin	Chlortetracyclin	Chloortetracycline	Klortetasykliini	Chlortétracycline	Chlortetracyclin	Χλωροτετρακυκλίνη	क्लोरेटेट्रासाइक्लिन	Klortetrasiklin	Clorotetraciclina	クロルテトラサイクリン	클로르테트라사이클린	Klortetracyklin	Chlortetracyklina	Chlortetracycline	Clortetraciclină	Хлортетрациклин	Clortetraciclina	Klortetrasikilini	Klortetracyklin	Klortetrasiklin	Хлортетрациклін	کلورٹیٹراسائکلین	Chlortetracycline
+Cinoxacin	FALSE	TRUE	TRUE	FALSE	Cinoxacin	سينوكساسين	সিনক্সাসিন	西诺沙星	Cinoxacin	Cinoxacin	Cinoxacine	Kinoksasiini	Cinoxacine	Cinoxacin	Τσινοξακίνη	सिनॉक्सासिन	Sinoksasin	Cinoxacina	シノキサシン	시녹사신	Cinoxacin	Cinoxacin	Cinoxacin	Cinoxacină	Циноксацин	Cinoxacina	Kinoksasini	Cinoxacin	Cinoxacin	Циноксацин	سینوکساسن	Cinoxacin
+Ciprofloxacin	TRUE	TRUE	TRUE	FALSE	Ciprofloxacin	سيبروفلوكساسين	সিপ্রোফ্লক্সাসিন	环丙沙星	Ciprofloxacin	Ciprofloxacin	Ciprofloxacine	Siprofloksasiini	Ciprofloxacine	Ciprofloxacin	Σιπροφλοξασίνη	सिप्रोफ्लॉक्सासिन	Siprofloxacin	Ciprofloxacina	シプロフロキサシン	시프로플록사신	Ciprofloxacin	Ciprofloksacyna	Ciprofloxacin	Ciprofloxacină	Ципрофлоксацин	Ciprofloxacina	Siprofloxacin	Ciprofloxacin	Siprofloksasin	Ципрофлоксацин	سیپروفلوکساسن	Ciprofloxacin
+Ciprofloxacin/metronidazole	FALSE	TRUE	TRUE	FALSE	Ciprofloxacin/metronidazole	سيبروفلوكساسين/ميترونيدازول	সিপ্রোফ্লক্সাসিন/মেট্রোনিডাজোল	环丙沙星/甲硝唑	Ciprofloxacin/metronidazol	Ciprofloxacin/metronidazol	Ciprofloxacine/metronidazol	Siprofloksasiini/metronidatsoli	Ciprofloxacine/métronidazole	Ciprofloxacin/metronidazol	Σιπροφλοξασίνη/μετρονιδαζόλη	सिप्रोफ्लॉक्सासिन/मेट्रोनिडाज़ोल	Siprofloxacin/metronidazol	Ciprofloxacina/metronidazolo	シプロフロキサシン/メトロニダゾール	시프로플록사신/메트로니다졸	Ciprofloxacin/metronidazol	Ciprofloksacyna/metronidazol	Ciprofloxacin/metronidazol	Ciprofloxacină/metronidazol	Ципрофлоксацин/метронидазол	Ciprofloxacina/metronidazol	Siprofloxacin/metronidazoli	Ciprofloxacin/metronidazol	Siprofloksasin/metronidazol	Ципрофлоксацин/метронідазол	سیپروفلوکساسن/میٹرونڈازول	Ciprofloxacin/metronidazole
+Ciprofloxacin/ornidazole	FALSE	TRUE	TRUE	FALSE	Ciprofloxacin/ornidazole	سيبروفلوكساسين/أورنيادازول	সিপ্রোফ্লক্সাসিন/অর্নিডাজোল	环丙沙星/奥硝唑	Ciprofloxacin/ornidazol	Ciprofloxacin/ornidazol	Ciprofloxacine/ornidazol	Siprofloksasiini/ornidatsoli	Ciprofloxacine/ornidazole	Ciprofloxacin/ornidazol	Σιπροφλοξασίνη/ορνιδαζόλη	सिप्रोफ्लॉक्सासिन/ऑर्निडाज़ोल	Siprofloxacin/ornidazol	Ciprofloxacina/ornidazolo	シプロフロキサシン/オルニダゾール	시프로플록사신/오르니다졸	Ciprofloxacin/ornidazol	Ciprofloksacyna/ornidazol	Ciprofloxacin/ornidazole	Ciprofloxacină/ornidazol	Ципрофлоксацин/орнидазол	Ciprofloxacina/ornidazol	Siprofloxacin/ornidazoli	Ciprofloxacin/ornidazol	Siprofloksasin/ornidazol	Ципрофлоксацин/орнідазол	سیپروفلوکساسن/اورنیڈازول	Ciprofloxacin/ornidazole
+Ciprofloxacin/tinidazole	FALSE	TRUE	TRUE	FALSE	Ciprofloxacin/tinidazole	سيبروفلوكساسين/تينيدازول	সিপ্রোফ্লক্সাসিন/টিনিডাজোল	环丙沙星/替尼唑	Ciprofloxacin/tinidazol	Ciprofloxacin/tinidazol	Ciprofloxacine/tinidazol	Siprofloksasiini/tinidatsoli	Ciprofloxacine/tinidazole	Ciprofloxacin/tinidazol	Σιπροφλοξασίνη/τινιδαζόλη	सिप्रोफ्लॉक्सासिन/टिनिडाज़ोल	Siprofloxacin/tinidazol	Ciprofloxacina/tinidazolo	シプロフロキサシン/チニダゾール	시프로플록사신/티니다졸	Ciprofloxacin/tinidazol	Ciprofloksacyna/tinidazol	Ciprofloxacin/tinidazole	Ciprofloxacină/tinidazol	Ципрофлоксацин/тинидазол	Ciprofloxacina/tinidazol	Siprofloxacin/tinidazoli	Ciprofloxacin/tinidazol	Siprofloksasin/tinidazol	Ципрофлоксацин/тинідазол	سیپروفلوکساسن/ٹینیڈازول	Ciprofloxacin/tinidazole
+Clarithromycin	FALSE	TRUE	TRUE	FALSE	Clarithromycin	كلاريثرومايسين	ক্লারিথ্রোমাইসিন	克拉霉素	Klaritromycin	Clarithromycin	Claritromycine	Klaritromysiini	Clarithromycine	Clarithromycin	Κλαριθρομυκίνη	क्लैरिथ्रोमाइसिन	Klaritromisin	Claritromicina	クラリスロマイシン	클라리스로마이신	Klaritromycin	Klarytromycyna	Claritromicina	Claritromicină	Кларитромицин	Claritromicina	Klaritromasini	Claritromycin	Klaritromisin	Кларитроміцин	کلاریترومائسین	Clarithromycin
+Clavulanic acid	FALSE	TRUE	TRUE	FALSE	Clavulanic acid	حمض كلافولانيك	ক্ল্যাভুলানিক অ্যাসিড	克拉维酸	Kyselina klavulanová	Clavulansyre	Clavulaanzuur	Klavulaanihappo	Acide clavulanique	Clavulansäure	Κλαβουλανικό οξύ	क्लैवुलैनिक अम्ल	Asam klavulanat	Acido clavulanico	クラビュラン酸	클라불란산	Klavulansyre	Kwas klawulanowy	Ácido clavulânico	Acid clavulanic	Клавулановая кислота	Ácido clavulánico	Asidi klavulaniki	Clavulansyra	Klavulanik asit	Клавуланова кислота	کلاوولینک ایسڈ	Axit clavulanic
+clavulanic acid	FALSE	TRUE	TRUE	FALSE	clavulanic acid	حمض كلافولانيك	ক্ল্যাভুলানিক অ্যাসিড	克拉维酸	kyselina klavulanová	clavulansyre	clavulaanzuur	klavulaanihappo	acide clavulanique	Clavulansäure	Κλαβουλανικό οξύ	क्लैवुलैनिक अम्ल	asam klavulanat	acido clavulanico	クラビュラン酸	클라불란산	klavulansyre	kwas klawulanowy	ácido clavulânico	acid clavulanic	клавулановая кислота	ácido clavulánico	asidi klavulaniki	clavulansyra	klavulanik asit	клавуланова кислота	کلاوولینک ایسڈ	axit clavulanic
+Clindamycin	FALSE	TRUE	TRUE	FALSE	Clindamycin	كليندامايسين	ক্লিন্ডামাইসিন	克林霉素	Klindamycin	Clindamycin	Clindamycine	Klindamysiini	Clindamycine	Clindamycin	Κλινδαμυκίνη	क्लिंडामाइसिन	Klindamisin	Clindamicina	クリンダマイシン	클린다마이신	Klindamycin	Klindamycyna	Clindamicina	Clindamicină	Клиндамицин	Clindamicina	Klindamasini	Clindamycin	Klindamisin	Кліндаміцин	کلینڈامائسن	Clindamycin
+Clindamycin inducible screening	FALSE	TRUE	TRUE	FALSE	Clindamycin inducible screening	فحص قابلية تحريض كليندامايسين	ক্লিন্ডামাইসিন প্ররোচিত স্ক্রিনিং	克林霉素诱导筛选	Klindamycin induzierbares Screening	Clindamycin inducible screening	Clindamycine induceerbare screening	Klindamysiini indusoitava seulonta	Clindamycine dépistage inductible	Clindamycin induzierbares Screening	Κλινδαμυκίνη επαγόμενο προσυμπτωματικό έλεγχο	क्लिंडामाइसिन प्रेरित स्क्रीनिंग	Pemeriksaan induksi klindamisin	Clindamicina inducción del cribado	クリンダマイシン誘導スクリーニング	클린다마이신 유도성 검사	Klindamycin inducible screening	Klindamycyna badanie indukcyjne	Clindamicina cribado inducible	Clindamicină screening inductibil	Клиндамицин индуцируемый скрининг	Clindamicina cribado inducible	Uchunguzi wa inducible wa Klindamasini	Clindamycin inducible screening	Klindamisin indüklenebilir tarama	Кліндаміцин індукційний скринінг	کلینڈامائسن انڈیوس ایبل اسکریننگ	Sàng lọc cảm ứng clindamycin
+Clometocillin	FALSE	TRUE	TRUE	FALSE	Clometocillin	كلوميتوسيلين	ক্লোমেটোসিলিন	克罗米修斯（	Clometocillin	Clometocillin	Clometocilline	Klometosilliini	Clométocilline	Clometocillin	Κλομετοκιλλίνη	क्लोमेटोसिलिन	Klometosilin	Clometocillina	クロメトシリン	클로메토실린	Klometocillin	Clometocillin	Clometocillin	Clometocilină	Клометоциллин	Clometocilina	Klometosilini	Klometocillin	Clometocillin	Клометоцилін	کلو میٹوسیلن	Clometocillin
+Clotrimazole	FALSE	TRUE	TRUE	FALSE	Clotrimazole	كلوتريمازول	ক্লোট্রিমাজোল	克霉唑	Klotrimazol	Clotrimazol	Clotrimazol	Klotrimatsoli	Clotrimazole	Clotrimazol	Κλοτριμαζόλη	क्लोट्रिमाज़ोल	Klotrimazol	Clotrimazolo	クロトリマゾール	클로트리마졸	Klotrimazol	Klotrimazol	Clotrimazole	Clotrimazol	Клотримазол	Clotrimazol	Klotrimazoli	Klotrimazol	Klotrimazol	Клотримазол	کلوٹریمازول	Clotrimazole
+Cloxacillin	FALSE	TRUE	TRUE	FALSE	Cloxacillin	كلوكساسيلين	ক্লক্সাসিলিন	克罗西林	Kloxacilin	Cloxacillin	Cloxacilline	Kloksasilliini	Cloxacilline	Cloxacillin	Κλοξακιλλίνη	क्लॉक्सासिलिन	Kloksasilin	Cloxacillina	クロキサシリン	클록사실린	Cloxacillin	Cloxacillin	Cloxacillin	Cloxacilină	Клоксациллин	Cloxacilina	Kloksasilini	Kloxacillin	Cloxacillin	Клоксацилін	کلوکساسیلین	Cloxacillin
+Colistin	FALSE	TRUE	TRUE	FALSE	Colistin	كوليستين	কলিস্টিন	唑啉酮	Kolistin	Colistin	Colistine	Kolistiini	Colistine	Colistin	Κολιστίνη	कोलिस्टिन	Kolistin	Colistina	コリスチン	콜리스틴	Kolistin	Kolistyna	Colistin	Colistină	Колистин	Colistina	Kolistini	Kolistin	Kolistin	Колістин	کولیستین	Colistin
+Cycloserine	FALSE	TRUE	TRUE	FALSE	Cycloserine	سيكلوسيرين	সাইক্লোসেরিন	环丝氨酸	Cykloserin	Cykloserin	Cycloserine	Sykloserini	Cyclosérine	Cycloserin	Κυκλοσερίνη	साइक्लोसरीन	Sikloserin	Cicloserina	サイクロセリン	사이클로세린	Cycloserine	Cykloseryna	Cicloserina	Cicloserină	Циклосерин	Cicloserina	Sikloserini	Cycloserine	Sikloserin	Циклосерин	سائیکلوسرین	Cycloserine
+Dapsone	FALSE	TRUE	TRUE	FALSE	Dapsone	دابسون	ড্যাপসোন	多普生	Dapson	Dapson	Dapson	Dapsoni	Dapsone	Dapson	Δαψόνη	डैप्सोन	Dapson	Dapsone	ダプソン	답손	Dapsone	Dapson	Dapsone	Dapsone	Дапсон	Dapsona	Dapsoni	Dapson	Dapson	Дапсон	ڈیپسن	Dapsone
+Daptomycin	FALSE	TRUE	TRUE	FALSE	Daptomycin	دابتومايسين	ড্যাপ্টোমাইসিন	达托霉素	Daptomycin	Daptomycin	Daptomycine	Daptomysiini	Daptomycine	Daptomycin	Δαπτομυκίνη	डैपटोमाइसिन	Daptomisin	Daptomicina	ダプトマイシン	답토마이신	Daptomycin	Daptomycyna	Daptomicina	Daptomicină	Даптомицин	Daptomicina	Daptomasini	Daptomycin	Daptomisin	Даптоміцин	ڈاپٹومائسن	Daptomycin
+Dibekacin	FALSE	TRUE	TRUE	FALSE	Dibekacin	ديبيكاسين	ডিবেকাসিন	迪贝卡星	Dibekacin	Dibekacin	Dibekacine	Dibekasiini	Dibekacine	Dibekacin	Διβεκακίνη	डिबेकासिन	Dibekasin	Dibekacin	ジベカシン	디베카신	Dibekacin	Dibekacin	Dibekacin	Dibekacin	Дибекацин	Dibekacina	Dibekasini	Dibekacin	Dibekacin	Дібекацин	ڈیبیکاسن	Dibekacin
+Dicloxacillin	FALSE	TRUE	TRUE	FALSE	Dicloxacillin	ديكلوكساسيلين	ডাইক্লক্সাসিলিন	迪卡西林	Dikloxacilin	Dicloxacillin	Dicloxacilline	Dikloksasilliini	Dicloxacilline	Dicloxacillin	Δικλοξακιλλίνη	डाइक्लॉक्सासिलिन	Diklokasasilin	Dicloxacillina	ジクロキサシリン	디클록사실린	Dikloxacillin	Dikloxacillin	Dicloxacilina	Dicloxacilină	Диклоксациллин	Dicloxacilina	Dikloksasilini	Dikloxacillin	Dikloksasilin	Диклоксацилін	ڈائیکلوساسیلین	Dicloxacillin
+Dirithromycin	FALSE	TRUE	TRUE	FALSE	Dirithromycin	ديريثرومايسين	ডিরিথ্রোমাইসিন	迪里红霉素	Dirithromycin	Dirithromycin	Diritromycine	Diritromysiini	Dirithromycine	Dirithromycin	Διριθρομυκίνη	डाइरिथ्रोमाइसिन	Diritromisin	Diritromicina	ジリスロマイシン	디리트로마이신	Diritromycin	Dirytromycyna	Diritromicina	Diritromicină	Диритромицин	Diritromicina	Diritromasini	Diritromycin	Diritromisin	Диритроміцин	ڈیریتھرومائسن	Dirithromycin
+Econazole	FALSE	TRUE	TRUE	FALSE	Econazole	إيكونازول	ইকোনাজোল	胺鲜胺	Ekonazol	Econazol	Econazol	Ekonatsoli	Econazole	Econazol	Εκοναζόλη	ईकोनाज़ोल	Ekonazol	Econazolo	エコナゾール	에코나졸	Econazol	Ekonazol	Econazole	Econazol	Эконазол	Econazol	Ekonazoli	Ekonazol	Ekonazol	Еконазол	ایکنوزول	Econazole
+Enoxacin	FALSE	TRUE	TRUE	FALSE	Enoxacin	إنوكساسين	এনক্সাসিন	伊诺沙星	Enoxacin	Enoxacin	Enoxacine	Enoksasiini	Enoxacine	Enoxacin	Ενοξακίνη	एनॉक्सासिन	Enoksasin	Enoxacina	エノキサシン	에녹사신	Enoksacin	Enoxacin	Enoxacin	Enoxacin	Эноксацин	Enoxacina	Enoksasini	Enoxacin	Enoksasin	Еноксацин	اینوکساسن	Enoxacin
+Epicillin	FALSE	TRUE	TRUE	FALSE	Epicillin	إيبيسيلين	এপিসিলিন	伊比西林	Epicilin	Epicillin	Epicilline	Episilliini	Epicilline	Epicillin	Επικιλλίνη	एपिसिलिन	Episilin	Epicillina	エピシリン	에피실린	Epikillin	Epicillin	Epicilina	Epicilină	Эпициллин	Epicilina	Episilini	Epicillin	Episilin	Епіцилін	ایپیسلین	Epicillin
+Erythromycin	FALSE	TRUE	TRUE	FALSE	Erythromycin	إريثروميسين	এরিথ্রোমাইসিন	红霉素	Erytromycin	Erythromycin	Erytromycine	Erytromysiini	Erythromycine	Erythromycin	Ερυθρομυκίνη	एरिथ्रोमाइसिन	Eritromisin	Eritromicina	エリスロマイシン	에리트로마이신	Erytromycin	Erytromycyna	Eritromicina	Eritromicină	Эритромицин	Eritromicina	Eritromasini	Erytromycin	Eritromisin	Еритроміцин	ایریتھرو مائسین	Erythromycin
+Ethambutol/isoniazid	FALSE	TRUE	TRUE	FALSE	Ethambutol/isoniazid	إيثامبيوتول/إيزونيازيد	ইথাম্বুটল/আইসোনিয়াজিড	乙胺丁醇/异烟肼	Ethambutol/isoniazid	Ethambutol/isoniazid	Ethambutol/isoniazide	Etambutoli/isonitsidi	Ethambutol/isoniazide	Ethambutol/Isoniazid	Αιθαμβουτόλη/ισονιαζίδη	एथमबूटॉल/आइसोनियाज़िड	Etambutol/isoniazid	Etambutolo/isoniazide	エタンブトール／イソニアジド	에탐부톨/아이소니아지드	Etambutol/isoniazid	Etambutol/izoniazyd	Ethambutol/isoniazid	Etambutol/isoniazidă	Этамбутол/изониазид	Etambutol/isoniazida	Ethambutoli/isoniazidi	Etambutol/isoniazid	Etambutol/izoniazid	Етамбутол/ізоніазид	ایتھامبیوٹول/آئیسونائزیڈ	Ethambutol/isoniazid
+Fleroxacin	FALSE	TRUE	TRUE	FALSE	Fleroxacin	فليروكساسين	ফ্লেরক্সাসিন	氨甲喋呤	Fleroxacin	Fleroxacin	Fleroxacine	Fleroksasiini	Fléroxacine	Fleroxacin	Φλεροξακίνη	फ्लेरॉक्सासिन	Fleroksasin	Fleroxacina	フレロキサシン	플레록사신	Fleroksacin	Fleroksacyna	Fleroxacina	Fleroxacin	Флероксацин	Fleroxacina	Fleroksasini	Fleroxacin	Fleroxacin	Флероксацин	فلروکساسن	Fleroxacin
+Flucloxacillin	FALSE	TRUE	TRUE	FALSE	Flucloxacillin	فلوكلوكساسيلين	ফ্লুক্লক্সাসিলিন	氟氯西林	Flucloxacillin	Flucloxacillin	Flucloxacilline	Flukloksasilliini	Flucloxacilline	Flucloxacillin	Φλουκλοξακιλλίνη	फ्लूकलॉक्सासिलिन	Flukloksasilin	Flucloxacillina	フルクロキサシリン	플루클록사실린	Flukloxacillin	Flucloxacillin	Flucloxacillin	Flucloxacilină	Флуклоксациллин	Flucloxacilina	Flukloksasilini	Flucloxacillin	Flukloksasilin	Флуклоксацилін	فلوکلوکساسیلین	Flucloxacillin
+Fluconazole	FALSE	TRUE	TRUE	FALSE	Fluconazole	فلوكونازول	ফ্লুকোনাজোল	氟康唑	Flukonazol	Fluconazol	Fluconazol	Flukonatsoli	Fluconazole	Fluconazol	Φλουκοναζόλη	फ्लुकोनाज़ोल	Flukonazol	Fluconazolo	フルコナゾール	플루코나졸	Flukonazol	Flukonazol	Fluconazole	Fluconazol	Флуконазол	Fluconazol	Flukonazoli	Flukonazol	Flukonazol	Флуконазол	فلوکونازول	Fluconazole
+Flucytosine	FALSE	TRUE	TRUE	FALSE	Flucytosine	فلوستوسين	ফ্লুসাইটোসিন	氨甲喋呤	Flucytosin	Flucytosin	Fluorocytosine	Flukosiini	Flucytosine	Flucytosin	Φλουκυτοσίνη	फ्लूसाइटोसिन	Flusitosin	Flucytosine	フルシトシン	플루시토신	Flucytosin	Flucytozyna	Flucytosine	Flucitozină	Флуцитозин	Flucitosina	Flusaitosini	Flucytosin	Flusitozin	Флуцитозин	فلو سائٹوسین	Flucytosine
+Flurithromycin	FALSE	TRUE	TRUE	FALSE	Flurithromycin	فلوريثرومايسين	ফ্লুরিথ্রোমাইসিন	氟利霉素	Fluritromycin	Flurithromycin	Fluritromycine	Fluritromysiini	Flurithromycine	Flurithromycin	Φλουριθρομυκίνη	फ्लूरिथ्रोमाइसिन	Fluritromisin	Fluritromicina	フルリスロマイシン	플루리트로마이신	Fluritromycin	Flurithromycin	Fluritromicina	Fluritromicină	Флуритромицин	Fluritromicina	Fluritromasini	Fluritromycin	Fluritromisin	Флуритроміцин	فلیوریتھرو مائسین	Flurithromycin
+Fosfomycin	FALSE	TRUE	TRUE	FALSE	Fosfomycin	فوسفوميسين	ফসফোমাইসিন	福斯霉素	Fosfomycin	Fosfomycin	Fosfomycine	Fosfomysiini	Fosfomycine	Fosfomycin	Φοσφομυκίνη	फॉस्फोमाइसिन	Fosfomisin	Fosfomicina	ホスホマイシン	포스포마이신	Fosfomycin	Fosfomycyna	Fosfomycin	Fosfomicină	Фосфомицин	Fosfomicina	Fosfomasini	Fosfomycin	Fosfomisin	Фосфоміцин	فوسفو مائسین	Fosfomycin
+Fusidic acid	FALSE	TRUE	TRUE	FALSE	Fusidic acid	حمض فيوسيديك	ফুসিডিক অ্যাসিড	夫西地酸	Kyselina fusidová	Fusidinsyre	Fusidinezuur	Fusidiinihappo	Acide fusidique	Fusidinsäure	Φουσιδικό οξύ	फ्यूसिडिक अम्ल	Asam fusidat	Acido fusidico	フシジン酸	퓨시딕산	Fusidinsyre	Kwas fusydynowy	Ácido fusídico	Acid fuzidic	Фузидовая кислота	Ácido fusídico	Asidi ya fusidiki	Fusidinsyra	Fusidik asit	Фузидова кислота	فوسیڈک ایسڈ	Axit fusidic
+Gatifloxacin	FALSE	TRUE	TRUE	FALSE	Gatifloxacin	جاتيفلوكساسين	গ্যাটিফ্লক্সাসিন	加替沙星	Gatifloxacin	Gatifloxacin	Gatifloxacine	Gatifloksasiini	Gatifloxacine	Gatifloxacin	Gatifloxacin	गैटिफ्लॉक्सासिन	Gatifloksasin	Gatifloxacina	ガチフロキサシン	가티플록사신	Gatifloxacin	Gatifloxacin	Gatifloxacin	Gatifloxacină	Гатифлоксацин	Gatifloxacina	Gatifloksasini	Gatifloxacin	Gatifloksasin	Гатифлоксацин	گیٹیفلوکساسن	Gatifloxacin
+Gemifloxacin	FALSE	TRUE	TRUE	FALSE	Gemifloxacin	جيميفلوكساسين	জেমিফ্লক্সাসিন	吉非沙星	Gemifloxacin	Gemifloxacin	Gemifloxacine	Gemifloksasiini	Gemifloxacine	Gemifloxacin	Γεμιφλοξασίνη	जेमीफ्लॉक्सासिन	Gemifloksasin	Gemifloxacina	ゲミフロキサシン	제미플록사신	Gemifloxacin	Gemifloksacyna	Gemifloxacin	Gemifloxacin	Гемифлоксацин	Gemifloxacina	Gemifloksasini	Gemifloxacin	Gemifloksasin	Геміфлоксацин	جیمافلوکساسن	Gemifloxacin
+Gentamicin	FALSE	TRUE	TRUE	FALSE	Gentamicin	جينتامايسين	জেন্টামাইসিন	庆大霉素	Gentamicin	Gentamicin	Gentamicine	Gentamysiini	Gentamicine	Gentamicin	Γενταμικίνη	जेंटामाइसिन	Gentamisin	Gentamicina	ゲンタマイシン	겐타마이신	Gentamicin	Gentamicin	Gentamicina	Gentamicină	Гентамицин	Gentamicina	Gentamasini	Gentamicin	Gentamisin	Гентаміцин	جینٹامائسن	Gentamicin
+Grepafloxacin	FALSE	TRUE	TRUE	FALSE	Grepafloxacin	غريبابلوكساسين	গ্রেপাফ্লক্সাসিন	格雷帕沙星	Grepafloxacin	Grepafloxacin	Grepafloxacine	Grepafloksasiini	Grepafloxacine	Grepafloxacin	Γρεπαφλοξασίνη	ग्रेपाफ्लॉक्सासिन	Grepafloksasin	Grepafloxacina	グレパフロキサシン	그레파플록사신	Grepafloxacin	Grepafloksacyna	Grepafloxacin	Grepafloxacină	Грепафлоксацин	Grepafloxacina	Grepafloksasini	Grepafloxacin	Grepafloksasin	Грепафлоксацин	گریپافلوکساسن	Grepafloxacin
+Hachimycin	FALSE	TRUE	TRUE	FALSE	Hachimycin	هاشيميسين	হাচিমাইসিন	哈奇霉素	Hachimycin	Hachimycin	Hachimycine	Hachimysiini	Hachimycine	Hachimycin	Χαχιμυκίνη	हैचीमाइसिन	Hakimisin	Hachimycin	ハチマイシン	하치마이신	Hachimycin	Hachimycin	Hachimycin	Hachimicină	Хатимицин	Hachimycin	Hakimasini	Hachimycin	Hachimycin	Хачиміцин	ہاکی مائسین	Hachimycin
+Hetacillin	FALSE	TRUE	TRUE	FALSE	Hetacillin	هيتاكسيلين	হেটাসিলিন	赫拉西林	Hetacilin	Hetacillin	Hetacilline	Hetasilliini	Hétacilline	Hetacillin	Ετακιλλίνη	हेटासिलिन	Hetasilin	Hetacillin	ヘタシリン	헤타실린	Hetacillin	Hetacylina	Hetacillin	Hetacilină	Гетациллин	Hetacilina	Hetasilini	Hetacillin	Hetasilin	Гетацилін	ہیٹا سیلن	Hetacillin
+Imipenem	TRUE	TRUE	TRUE	FALSE	Imipenem	إيميبينيم	ইমিপেনেম	亚胺培南/西司他丁	Imipenem	Imipenem	Imipenem	Imipeneemi	Imipénème	Imipenem	Ιμιπενέμη	इमीपेनम	Imipenem	Imipenem	イミペネム	이미페넴	Imipenem	Imipenem	Imipenem	Imipenem	Имипенем	Imipenem	Imipenemu	Imipenem	İmipenem	Іміпенем	ایمیپینیم	Imipenem
+Imipenem/cilastatin	FALSE	TRUE	TRUE	FALSE	Imipenem/cilastatin	إيميبينيم/سيلاستاتين	ইমিপেনেম/সিলাস্ট্যাটিন	亚胺培南/西司他丁	Imipenem/cilastatin	Imipenem/cilastatin	Imipenem/enzymremmer	Imipeneemi/cilastatiini	Imipénème/cilastatine	Imipenem/Cilastatin	Ιμιπενέμη/σιλαστατίνη	इमीपेनम/सिलास्टेटिन	Imipenem/silastatin	Imipenem/cilastatina	イミペネム／シラスタチン	이미페넴/실라스타틴	Imipenem/cilastatin	Imipenem/cilastatyna	Imipenem/coteltelatina	Imipenem/cilastatină	Имипенем/циластатин	Imipenem/cilastatina	Imipenemu/silastatini	Imipenem/cilastatin	İmipenem/silastatin	Іміпенем/циластатин	ایمیپینیم/سیلاسٹیٹن	Imipenem/cilastatin
+Inosine pranobex	FALSE	TRUE	TRUE	FALSE	Inosine pranobex	إينوزين برانوبكس	ইনোসিন প্র্যানোবেক্স	肌苷帕诺贝斯	Inosin pranobex	Inosin pranobex	Inosiplex	Inosiinipranobeksi	Inosine pranobex	Inosin-Pranobex	Ινοσίνη pranobex	इनोसिन प्रैनोबेक्स	Inosin pranobeks	Inosina pranobex	イノシン・プラノベックス	이노신 프라노벡스	Inosin pranobex	Pranobeks inozyny	Pranobex inosine	Inosină pranobex	Инозин пранобекс	Inosina pranobex	Inosini pranobeksi	Inosin pranobex	İnosin pranobeks	Інозин пранобекс	انوسین پرانوبیکس	Inosine pranobex
+Isepamicin	FALSE	TRUE	TRUE	FALSE	Isepamicin	إيسيباميسين	আইসেপামাইসিন	伊西帕米星	Isepamicin	Isepamicin	Isepamicine	Isepamysiini	Isepamicine	Isepamicin	Ισεπαµικίνη	आइसेपामाइसिन	Isepamisin	Isepamicina	イセパマイシン	이세파마이신	Isepamicin	Isepamicin	Isepamicina	Isepamicină	Исепамицин	Isepamicina	Aisepamasini	Isepamicin	İzepamisin	Ізепаміцин	آئسیپامائسن	Isepamicin
+Isoconazole	FALSE	TRUE	TRUE	FALSE	Isoconazole	إيزوكونازول	আইসোকোনাজোল	氨甲蝶呤	Isokonazol	Isoconazol	Isoconazol	Isokonatsoli	Isoconazole	Isoconazol	Ισοκοναζόλη	आइसोकॉनाज़ोल	Isokonazol	Isoconazolo	イソコナゾール	이소코나졸	Isokonazol	Izokonazol	Isoconazole	Isoconazol	Изоконазол	Isoconazol	Aisokonazoli	Isokonazol	İzokonazol	Ізоконазол	آئسوکونازول	Isoconazole
+Isoniazid	FALSE	TRUE	TRUE	FALSE	Isoniazid	إيزونيازيد	আইসোনিয়াজিড	伊索尼克酸	Isoniazid	Isoniazid	Isoniazide	Isoniatsidi	Isoniazide	Isoniazid	Ιζονιαζίδη	आइसोनियाज़िड	Isoniazid	Isoniazide	イソニアジド	아이소니아지드	Isoniazid	Izoniazyd	Isoniazid	Isoniazidă	Изониазид	Isoniazida	Isoniazidi	Isoniazid	İzoniazid	Ізоніазид	آئیسونائزیڈ	Isoniazid
+Itraconazole	FALSE	TRUE	TRUE	FALSE	Itraconazole	إيتراكونازول	ইট্রাকোনাজোল	伊曲康唑	Itrakonazol	Itraconazol	Itraconazol	Itrakonatsoli	Itraconazole	Itraconazol	Ιτρακοναζόλη	इट्राकोनाज़ोल	Itrakonazol	Itraconazolo	イトラコナゾール	이트라코나졸	Itrakonazol	Itrakonazol	Itraconazole	Itraconazol	Итраконазол	Itraconazol	Itrakonazoli	Itrakonazol	İtrakonazol	Ітраконазол	ایٹراکونازول	Itraconazole
+Josamycin	FALSE	TRUE	TRUE	FALSE	Josamycin	جوزامايسين	জোসামাইসিন	肌注	Josamycin	Josamycin	Josamycine	Josamysiini	Josamycine	Josamycin	Ζοζαμυκίνη	जोसायमाइसिन	Josamisin	Josamicina	ホサマイシン	조사마이신	Josamycin	Josamycin	Josamycin	Josamicină	Джозамицин	Josamicina	Josamasini	Josamycin	Josamycin	Джозаміцин	جوسامائسن	Josamycin
+Kanamycin	FALSE	TRUE	TRUE	FALSE	Kanamycin	كانامايسين	কানামাইসিন	卡那霉素	Kanamycin	Kanamycin	Kanamycine	Kanamysiini	Kanamycine	Kanamycin	Καναμυκίνη	कैनामाइसिन	Kanamisin	Kanamicina	カナマイシン	카나마이신	Kanamycin	Kanamycin	Kanamycin	Kanamicină	Канамицин	Kanamicina	Kanamasini	Kanamycin	Kanamisin	Канаміцин	کینامائسن	Kanamycin
+Ketoconazole	FALSE	TRUE	TRUE	FALSE	Ketoconazole	كيتوكونازول	কেটোকোনাজোল	酮康唑	Ketokonazol	Ketoconazol	Ketoconazol	Ketokonatsoli	Kétoconazole	Ketoconazol	Κετοκοναζόλη	कीटोकोनाज़ोल	Ketokonazol	Ketoconazolo	ケトコナゾール	케토코나졸	Ketokonazol	Ketokonazol	Ketoconazole	Ketoconazol	Кетоконазол	Ketoconazol	Kitokonazoli	Ketokonazol	Ketokonazol	Кетоконазол	کیٹو کونازول	Ketoconazole
+Levofloxacin	FALSE	TRUE	TRUE	FALSE	Levofloxacin	ليفوفلوكساسين	লেভোফ্লক্সাসিন	氧氟沙星	Levofloxacin	Levofloxacin	Levofloxacine	Levofloksasiini	Lévofloxacine	Levofloxacin	Λεβοφλοξασίνη	लेवोफ्लॉक्सासिन	Levofloksasin	Levofloxacina	レボフロキサシン	레보플록사신	Levofloxacin	Levofloxacin	Levofloxacin	Levofloxacină	Левофлоксацин	Levofloxacina	Levfloksasini	Levofloxacin	Levofloksasin	Левофлоксацин	لیوو فلوکساسن	Levofloxacin
+Lincomycin	FALSE	TRUE	TRUE	FALSE	Lincomycin	لينكومايسين	লিনকোমাইসিন	林可霉素	Linkomycin	Lincomycin	Lincomycine	Lincomycin	Lincomycine	Lincomycin	Λινκομυκίνη	लिंकोमाइसिन	Linkomisin	Lincomicina	リンコマイシン	린코마이신	Lincomycin	Lincomycyna	Lincomycin	Lincomicină	Линкомицин	Lincomicina	Linkomasini	Lincomycin	Lincomycin	Лінкоміцин	لنکومائسن	Lincomycin
+Linezolid	FALSE	TRUE	TRUE	FALSE	Linezolid	لينيزوليد	লাইনেজোলিড	利奈唑胺	Linezolid	Linezolid	Linezolid	Linezolid	Linezolid	Linezolid	Λινεζολίδη	लिनेज़ोलिड	Linezolid	Linezolid	リネゾリド	리네졸리드	Linezolid	Linezolid	Linezolid	Linezolid	Линезолид	Linezolid	Linezolid	Linezolid	Linezolid	Лінезолід	لینیزولڈ	Linezolid
+Lomefloxacin	FALSE	TRUE	TRUE	FALSE	Lomefloxacin	لوميفلوكساسين	লোমেফ্লক্সাসিন	洛美沙星	Lomefloxacin	Lomefloxacin	Lomefloxacine	Lomefloksasiini	Loméfloxacine	Lomefloxacin	Λομεφλοξασίνη	लोमेफ्लॉक्सासिन	Lomefloksasin	Lomefloxacina	ロメフロキサシン	로메플록사신	Lomefloksacin	Lomefloxacin	Lomefloxacin	Lomefloxacină	Ломефлоксацин	Lomefloxacina	Lomefloksasini	Lomefloxacin	Lomefloksasin	Ломефлоксацин	لومیفلوکساسن	Lomefloxacin
+Lysozyme	FALSE	TRUE	TRUE	FALSE	Lysozyme	لايزوزيم	লাইসোজাইম	硫酸钠	Lysozym	Lysozym	Lysozym	Lysotsyymi	Lysozyme	Lysozym	Λυσοζύμη	लाइसोज़ाइम	Lisozim	Lisozima	リゾチーム	라이소자임	Lysozym	Lizozym	Lysozyme	Lizozimă	Лизоцим	Lisozima	Laizozimu	Lysozym	Lizozim	Лізоцим	لائسو زائم	Lysozyme
+Mandelic acid	FALSE	TRUE	TRUE	FALSE	Mandelic acid	حمض الماندليك	ম্যান্ডেলিক অ্যাসিড	扁桃酸	Kyselina mandlová	Mandelinsyre	Amandelzuur	Mandelihappo	Acide mandélique	Mandelsäure	Μανδελικό οξύ	मैंडेलिक अम्ल	Asam mandelik	Acido mandelico	マンデル酸	만델산	Mandelsyre	Kwas migdałowy	Ácido mandélico	Acid mandelic	Мандаловая кислота	Ácido mandélico	Asidi mandeliki	Mandelsyra	Mandelik asit	Мигдалева кислота	مینڈیلک ایسڈ	Axit mandelic
+Meropenem	FALSE	TRUE	TRUE	FALSE	Meropenem	ميروبينيم	মেরোপেনেম	美罗培南	Meropenem	Meropenem	Meropenem	Meropeneemi	Méropénème	Meropenem	Μεροπενέμη	मेरोपेनेम	Meropenem	Meropenem	メロペネム	메로페넴	Meropenem	Meropenem	Meropenem	Meropenem	Меропенем	Meropenem	Meropenemu	Meropenem	Meropenem	Меропенем	میروپینیم	Meropenem
+Metampicillin	FALSE	TRUE	TRUE	FALSE	Metampicillin	ميتامبيسيلين	মেট্যাম্পিসিলিন	氨苄青霉素	Metampicilin	Metampicillin	Metampicilline	Metampisilliini	Métampicilline	Metampicillin	Μεταμπικιλλίνη	मेटैम्पिसिलिन  	Metampisilin	Metampicillina	メタンピシリン	메탐피실린	Metampicillin	Metampicylina	Metampicilina	Metampicilină	Метампициллин	Metampicilina	Metampisilini	Metampicillin	Metampisilin	Метампіцилін	میٹامپیسلین	Metampicillin
+Meticillin	FALSE	TRUE	TRUE	FALSE	Meticillin	ميثيسيلين	মেথিসিলিন	美西林	Meticilin	Meticillin	Meticilline	Metisilliini	Méticilline	Meticillin	Μετικιλλίνη	मेटिसिलिन  	Metisilin	Meticillina	メチシリン	메티실린	Meticillin	Meticillin	Meticillin	Meticilină	Метициллин	Meticilina	Metisilini	Meticillin	Metisilin	Метицилін	میٹھیسلن	Meticillin
+Metisazone	FALSE	TRUE	TRUE	FALSE	Metisazone	ميتيسازون	মেটিসাজোন	氨甲喋呤	Metisazon	Metisazon	Metisazon	Metisatsoni	Métisazone	Metisazon	Μετισαζόνη	मेटिसाज़ोन  	Metisazon	Metisazone	メチサゾン	메티사존	Metisazon	Metisazon	Metisazone	Metisazonă	Метисазон	Metisazona	Metisazoni	Metisazon	Metisazon	Метисазон	میٹیسازون	Metisazone
+Metronidazole	FALSE	TRUE	TRUE	FALSE	Metronidazole	ميترونيدازول	মেট্রোনিডাজোল	甲硝唑	Metronidazol	Metronidazol	Metronidazol	Metronidatsoli	Métronidazole	Metronidazol	Μετρονιδαζόλη	मेट्रोनिडाज़ोल  	Metronidazol	Metronidazolo	メトロニダゾール	메트로니다졸	Metronidazol	Metronidazol	Metronidazol	Metronidazol	Метронидазол	Metronidazol	Metronidazoli	Metronidazol	Metronidazol	Метронідазол	میٹرونڈازول	Metronidazole
+Mezlocillin	FALSE	TRUE	TRUE	FALSE	Mezlocillin	ميزلوكاسيلين	মেজলোসিলিন	氨甲蝶呤	Mezlocillin	Mezlocillin	Mezlocilline	Mezlocillin	Mezlocilline	Mezlocillin	Μεζλοκιλλίνη	मेज़लोसिलिन  	Mezlosilin	Mezlocillina	メスロシリン	메즐로실린	Mezlocillin	Mezlocillin	Mezlocillin	Mezlocilină	Мезлоциллин	Mezlocilina	Mezlosilini	Mezlocillin	Mezlosilin	Мезлоцилін	میزلوسیلن	Mezlocillin
+Micafungin	FALSE	TRUE	TRUE	FALSE	Micafungin	ميكافنجين	মিকাফাঙ্গিন	咪蒙灵	Mikafungin	Micafungin	Micafungine	Mikafungiini	Micafungine	Micafungin	Μικαφουνγκίνη	मिकाफंगिन  	Mikafungin	Micafungin	ミカファンギン	미카펀진	Micafungin	Micafungin	Micafungin	Micafungin	Микафунгин	Micafungina	Mikafangini	Micafungin	Mikafungin	Мікафунгін	میکافنگن	Micafungin
+Miconazole	FALSE	TRUE	TRUE	FALSE	Miconazole	ميكونازول	মিকোনাজোল	米康唑	Mikonazol	Miconazol	Miconazol	Miconazole	Miconazole	Miconazol	Μικροναζόλη	मिकोनाज़ोल  	Mikonazol	Miconazolo	ミコナゾール	미코나졸	Miconazol	Mikonazol	Miconazole	Miconazol	Миконазол	Miconazol	Mikonazoli	Miconazol	Mikonazol	Міконазол	میکونازول	Miconazole
+Midecamycin	FALSE	TRUE	TRUE	FALSE	Midecamycin	ميديكامايسين	মিডেকামাইসিন	咪康霉素	Midekamycin	Midecamycin	Midecamycine	Midecamycin	Midecamycine	Midecamycin	Μεδεκαμυκίνη	माइडेकामाइसिन  	Midekamasin	Midecamicina	ミデカマイシン	미데카마이신	Midecamycin	Midecamycin	Midecamycin	Midecamicină	Мидекамицин	Midecamicina	Midekamasini	Midecamycin	Midecamycin	Мідекаміцин	میڈیکامائسن	Midecamycin
+Miocamycin	FALSE	TRUE	TRUE	FALSE	Miocamycin	ميوكامايسين	মায়োকামাইসিন	米卡霉素	Miocamycin	Miocamycin	Miocamycine	Miocamycin	Miocamycine	Miocamycin	Μειοκαμυκίνη	मियोकामाइसिन  	Miokamasin	Miocamicina	ミオカマイシン	미오카마이신	Miocamycin	Miocamycin	Miocamicina	Miocamicină	Миокамицин	Miocamycin	Miokamasini	Miocamycin	Miocamycin	Міокаміцин	میوکامائسن	Miocamycin
+Moxifloxacin	FALSE	TRUE	TRUE	FALSE	Moxifloxacin	موكسيفلوكساسين	মক্সিফ্লক্সাসিন	莫西沙星	Moxifloxacin	Moxifloxacin	Moxifloxacine	Moksifloksasiini	Moxifloxacine	Moxifloxacin	Μοξιφλοξασίνη	मॉक्सिफ्लॉक्सासिन  	Moksifloksasin	Moxifloxacin	モキシフロキサシン	목시플록사신	Moxifloxacin	Moxifloxacin	Moxifloxacina	Moxifloxacin	Моксифлоксацин	Moxifloxacina	Moksifloksasini	Moxifloxacin	Moksifloksasin	Моксифлоксацин	موکسیفلوکساسن	Moxifloxacin
+Mupirocin	FALSE	TRUE	TRUE	FALSE	Mupirocin	موبيوروسين	ম্যুপিরোসিন	莫匹罗星	Mupirocin	Mupirocin	Mupirocine	Mupirosiini	Mupirocine	Mupirocin	Μουπιροκίνη	म्यूपिरोसिन  	Mupirosin	Mupirocina	ムピロシン	무피로신	Mupirocin	Mupirocyna	Mupirocina	Mupirocin	Мупироцин	Mupirocina	Mupirosini	Mupirocin	Mupirosin	Мупіроцин	میوپیروسن	Mupirocin
+Nalidixic acid	FALSE	TRUE	TRUE	FALSE	Nalidixic acid	حمض ناليديكسيك	ন্যালিডিক্সিক অ্যাসিড	萘啶酸	Kyselina nalidixová	Nalidixinsyre	Nalidixinezuur	Nalidiksiinihappo	Acide nalidixique	Nalidixinsäure	Ναλιδιξικό οξύ	नैलिडिक्सिक अम्ल  	Asam nalidiksat	Acido nalidixico	ナリディキシック酸	날리딕산	Nalidixinsyre	Kwas nalidyksowy	Ácido nalidíxico	Acid nalidixic	Налидиксовая кислота	Ácido nalidíxico	Asidi nalidiksiki	Nalidixinsyra	Nalidiksik asit	Налідиксова кислота	نالیڈکزک ایسڈ	Axit nalidixic
+Neomycin	FALSE	TRUE	TRUE	FALSE	Neomycin	نيومايسين	নিওমাইসিন	霉素	Neomycin	Neomycin	Neomycine	Neomysiini	Néomycine	Neomycin	Νεομυκίνη	निओमाइसिन  	Neomisin	Neomicina	ネオマイシン	네오마이신	Neomycin	Neomycyna	Neomicina	Neomicină	Неомицин	Neomicina	Neomasini	Neomycin	Neomisin	Неоміцин	نیومائسن	Neomycin
+Netilmicin	FALSE	TRUE	TRUE	FALSE	Netilmicin	نيتيلميسين	নেটিলমাইসিন	硝苯地平	Netilmicin	Netilmicin	Netilmicine	Netilmisiini	Netilmicine	Netilmicin	Νετιλµικίνη	नेटिल्माइसिन  	Netilmisin	Netilmicin	ネチルミシン	네틸마이신	Netilmicin	Netilmicin	Netilmicin	Netilmicină	Нетилмицин	Netilmicina	Netilmasini	Netilmicin	Netilmisin	Нетилміцин	نیٹلمائسن	Netilmicin
+Nitrofurantoin	FALSE	TRUE	TRUE	FALSE	Nitrofurantoin	نيتروفورانتوين	নাইট্রোফিউরান্টইন	硝呋太尔	Nitrofurantoin	Nitrofurantoin	Nitrofurantoine	Nitrofurantoiini	Nitrofurantoïne	Nitrofurantoin	Νιτροφουραντοΐνη	नाइट्रोफ्यूरांटॉइन  	Nitrofurantoin	Nitrofurantoina	ニトロフラントイン	니트로푸란토인	Nitrofurantoin	Nitrofurantoina	Nitrofurantoína	Nitrofurantoină	Нитрофурантоин	Nitrofurantoína	Nitrofurantoini	Nitrofurantoin	Nitrofurantoin	Нітрофурантоїн	نائٹروفیورانٹوئن	Nitrofurantoin
+Norfloxacin	FALSE	TRUE	TRUE	FALSE	Norfloxacin	نورفلوكساسين	নরফ্লক্সাসিন	诺氟沙星	Norfloxacin	Norfloxacin	Norfloxacine	Norfloksasiini	Norfloxacine	Norfloxacin	Νορφλοξασίνη	नॉरफ्लॉक्सासिन  	Norfloksasin	Norfloxacina	ノルフロキサシン	놀플록사신	Norfloxacin	Norfloxacin	Norfloxacin	Norfloxacină	Норфлоксацин	Norfloxacina	Nofloksasini	Norfloxacin	Norfloksasin	Норфлоксацин	نورفلوکساسن	Norfloxacin
+Novobiocin	FALSE	TRUE	TRUE	FALSE	Novobiocin	نوفوبيوسين	নোভোবায়োসিন	诺氟沙星	Novobiocin	Novobiocin	Novobiocine	Novobiosiini	Novobiocine	Novobiocin	Νοβοβιοκίνη	नोवोबायोसिन  	Novobiosin	Novobiocin	ノボビオシン	노보비오신	Novobiocin	Nowobiocyna	Novobiocin	Novobiocin	Новобиоцин	Novobiocina	Novobiosini	Novobiocin	Novobiocin	Новобіоцин	نووبائیوسن	Novobiocin
+Nystatin	FALSE	TRUE	TRUE	FALSE	Nystatin	نيستاتين	নিস্ট্যাটিন	囊肿	Nystatin	Nystatin	Nystatine	Nystatin	Nystatine	Nystatin	Νυστατίνη	नाइस्टेटिन  	Nistatin	Nystatin	ナイスタチン	나이스타틴	Nystatin	Nystatyna	Nystatin	Nistatină	Нистатин	Nistatina	Nystatini	Nystatin	Nistatin	Ністатин	نائیسٹاٹن	Nystatin
+Ofloxacin	FALSE	TRUE	TRUE	FALSE	Ofloxacin	أوفلوكساسين	অফ্লক্সাসিন	氧氟沙星	Ofloxacin	Ofloxacin	Ofloxacine	Ofloksasiini	Ofloxacine	Ofloxacin	Οφλοξασίνη	ऑफ्लॉक्सासिन  	Ofloxacin	Ofloxacin	オフロキサシン	오플록사신	Ofloxacin	Ofloxacin	Ofloxacin	Ofloxacin	Офлоксацин	Ofloxacina	Offloksasini	Ofloxacin	Ofloksasin	Офлоксацин	آفلوکساسن	Ofloxacin
+Oleandomycin	FALSE	TRUE	TRUE	FALSE	Oleandomycin	أولياندومايسين	ওলিয়ান্ডোমাইসিন	奥兰多霉素	Oleandomycin	Oleandomycin	Oleandomycine	Oleandomysiini	Oleandomycine	Oleandomycin	Ολεαντομυκίνη	ओलिआंडोमाइसिन  	Oleandomisin	Oleandomicina	オレアンドマイシン	올레안도마이신	Oleandomycin	Oleandomycin	Oleandomicina	Oleandomicină	Олеандомицин	Oleandomicina	Oleandomasini	Oleandomycin	Oleandomisin	Олеандоміцин	اولیاندومائسن	Oleandomycin
+Ornidazole	FALSE	TRUE	TRUE	FALSE	Ornidazole	أورنيادازول	অর্নিডাজোল	奥硝唑	Ornidazol	Ornidazol	Ornidazol	Ornidatsoli	Ornidazole	Ornidazol	Ορνιδαζόλη	ऑर्निडाज़ोल  	Ornidazol	Ornidazolo	オルニダゾール	오르니다졸	Ornidazol	Ornidazol	Ornidazole	Ornidazol	Орнидазол	Ornidazol	Ornidazoli	Ornidazol	Ornidazol	Орнідазол	اورنیڈازول	Ornidazole
+Oxacillin	FALSE	TRUE	TRUE	FALSE	Oxacillin	أوكساسيلين	অক্সাসিলিন	奥沙西林	Oxacilin	Oxacillin	Oxacilline	Oksasilliini	Oxacilline	Oxacillin	Οξακιλλίνη	ऑक्सासिलिन  	Oksasilin	Oxacillina	オキサシリン	옥사실린	Oksacillin	Oksacylina	Oxacillin	Oxacilină	Оксациллин	Oxacilina	Oksasilini	Oxacillin	Oksasilin	Оксацилін	اوکسا سیلن	Oxacillin
+Oxolinic acid	FALSE	TRUE	TRUE	FALSE	Oxolinic acid	حمض أوكسولينيك	অক্সোলিনিক অ্যাসিড	氧氟沙星	Kyselina oxolinová	Oxolinsyre	Oxolinezuur	Oksoliinihappo	Acide oxolinique	Oxolinsäure	Οξολινικό οξύ	ऑक्सोलिनिक अम्ल  	Asam oksolinik	Acido ossolinico	オキソリニック酸	옥솔린산	Oksolinsyre	Kwas oksolinowy	Ácido oxolínico	Acid oxolinic	Оксолиновая кислота	Ácido oxolínico	Asidi oksoliniki	Oxolinsyra	Oksolinik asit	Оксолінова кислота	اوکسلینک ایسڈ	Axit oxolinic
+Oxytetracycline	FALSE	TRUE	TRUE	FALSE	Oxytetracycline	أوكسي تتراسيكلين	অক্সিটেট্রাসাইক্লিন	土四环素	Oxytetracyklin	Oxytetracyclin	Oxytetracycline	Oksitetrasykliini	Oxytétracycline	Oxytetracyclin	Οξυτετρακυκλίνη	ऑक्सिटेट्रासाइक्लिन  	Oksitetrasiklin	Ossitetraciclina	オキシテトラサイクリン	옥시테트라사이클린	Oksytetracyklin	Oksytetracyklina	Oxitetraciclina	Oxitetraciclină	Окситетрациклин	Oxitetraciclina	Oksitetrasikilini	Oxytetracyklin	Oksitetrasiklin	Окситетрациклін	اوکسیٹیٹراسائکلین	Oxytetracycline
+Pazufloxacin	FALSE	TRUE	TRUE	FALSE	Pazufloxacin	بازوفلوكساسين	পাজুফ্লক্সাসিন	帕唑沙星	Pazufloxacin	Pazufloxacin	Pazufloxacine	Pazufloksasiini	Pazufloxacine	Pazufloxacin	Παζουφλοξασίνη	पाज़ूफ्लॉक्सासिन  	Pazufloksasin	Pazufloxacin	パズフロキサシン	파주플록사신	Pazufloxacin	Pazufloxacin	Pazufloxacin	Pazufloxacin	Пазуфлоксацин	Pazufloxacina	Pazufloksasini	Pazufloxacin	Pazufloksasin	Пазуфлоксацин	پازوفلوکساسن	Pazufloxacin
+Pefloxacin	FALSE	TRUE	TRUE	FALSE	Pefloxacin	بيفلوكساسين	পেফ্লক্সাসিন	培氟沙星	Pefloxacin	Pefloxacin	Pefloxacine	Pefloksasiini	Péfloxacine	Pefloxacin	Πεφλοξασίνη	पेफ्लॉक्सासिन  	Pefloksasin	Pefloxacina	ペフロキサシン	페플록사신	Pefloxacin	Pefloksacyna	Pefloxacin	Pefloxacina	Пефлоксацин	Pefloxacina	Pefloksasini	Pefloxacin	Pefloksasin	Пефлоксацин	پیفلوکساسن	Pefloxacin
+Penamecillin	FALSE	TRUE	TRUE	FALSE	Penamecillin	بناميسيلين	পেনামেসিলিন	青霉素	Penamecilin	Penamecillin	Penamecilline	Penamekilliini	Pénamécilline	Penamecillin	Πεναμεσιλλίνη	पेनेमेसिलिन  	Penamesilin	Penamecillina	ペナメシリン	페나메실린	Penamecillin	Penamecylina	Penamecilina	Penamecilină	Пенамециллин	Penamecilina	Penamesilini	Penamecillin	Penamecillin	Пенамецилін	پینامی سیلن	Penamecillin
+Penicillin	FALSE	TRUE	TRUE	FALSE	Penicillin	بنسيلين	পেনিসিলিন	青霉素	Penicilin	Penicillin	Penicilline	Penisilliini	Pénicilline	Penicillin	Πενικιλλίνη	पेनिसिलिन  	Penisilin	Penicillina	ペニシリン	페니실린	Penicillin	Penicylina	Penicilina	Penicilină	Пенициллин	Penicilina	Penisilini	Penicillin	Penisilin	Пеніцилін	پینسلن	Penicillin
+Pheneticillin	FALSE	TRUE	TRUE	FALSE	Pheneticillin	فينيتيسيلين	ফেনেটিসিলিন	菲尼克斯	Feneticilin	Pheneticillin	Feneticilline	Fenetisilliini	Phénéticilline	Pheneticillin	Φαινετικιλλίνη	फेनेटिसिलिन  	Fenetikilin	Feneticillina	フェネチシリン	페네티실린	Feneticillin	Fenicylina	Pheneticillin	Feneticilină	Фенетициллин	Feneticilina	Fenetikilini	Feneticillin	Pheneticillin	Фенетіцилін	فینیٹیسلن	Pheneticillin
+Phenoxymethylpenicillin	FALSE	TRUE	TRUE	FALSE	Phenoxymethylpenicillin	فينوكسي ميثيل بنيسيلين	ফেনক্সিমিথাইলপেনিসিলিন	苯氧甲基青霉素	Fenoxymethylpenicilin	Phenoxymethylpenicillin	Fenoxymethylpenicilline	Fenoksimetyylipenisilliini	Phénoxyméthylpénicilline	Phenoxymethylpenicillin	Φαινοξυμεθυλοπενικιλλίνη	फेनॉक्सीमेथिलपेनिसिलिन  	Fenoksimetilpenisilin	Fenossimetilpenicillina	フェノキシメチルペニシリン	페녹시메틸페니실린	Fenoksymetylpenicillin	Fenoksymetylopenicylina	Fenoximetilpenicilina	Fenoximetilpenicilină	Феноксиметилпенициллин	Fenoximetilpenicilina	Fenoksimethylpenisilini	Fenoximetylpenicillin	Fenoksimetilpenisilin	Феноксиметилпеніцилін	فینوکسی میتھیل پینسلن	Phenoxymethylpenicillin
+Pipemidic acid	FALSE	TRUE	TRUE	FALSE	Pipemidic acid	حمض بيبميدي	পাইপেমিডিক অ্যাসিড	吡哌酸	Kyselina pipemidová	Pipemidinsyre	Pipemidinezuur	Pipemidiinihappo	Acide pipémidique	Pipemidinsäure	Πιπεμιδικό οξύ	पाइपेमिडिक अम्ल  	Asam pipemidat	Acido pipemidico	ピペミド酸	피페미딕산	Pipemidinsyre	Kwas pipemidowy	Ácido pipemídico	Acid pipemidic	Пипемидовая кислота	Ácido pipemídico	Asidi pipemidiki	Pipemidinsyra	Pipemidik asit	Піпемідова кислота	پائپیمیڈک ایسڈ	Axit pipemidic
+Piperacillin	TRUE	TRUE	TRUE	FALSE	Piperacillin	بيبيراسيلين	পাইপেরাসিলিন	哌拉西林	Piperacilin	Piperacillin	Piperacilline	Piperasilliini	Pipéracilline	Piperacillin	Πιπερακιλλίνη	पाइपेरासिलिन  	Piperasilin	Piperacillina	ピペラシリン	피페라실린	Piperacillin	Piperacillin	Piperacilina	Piperacilină	Пиперациллин	Piperacilina	Piperasilini	Piperacillin	Piperasilin	Піперацилін	پائپراسلن	Piperacillin
+Piperacillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	Piperacillin/beta-lactamase inhibitor	بيبيراسيلين/مثبط بيتا-لاكتاماز	পাইপেরাসিলিন/বেটা-ল্যাকটামেজ ইনহিবিটার	哌拉西林/β-内酰胺酶抑制剂	Piperacilin/inhibitor beta-laktamázy	Piperacillin/beta-lactamasehæmmer	Piperacilline/enzymremmer	Piperasilliini/beeta-laktamaasin estäjä	Pipéracilline/inhib. de bêta-lactamase	Piperacillin/Beta-Lactamase-Hemmer	Αναστολέας της πιπερακιλλίνης/β-λακταμάσης	पाइपेरासिलिन/बीटा-लैक्टामेज अवरोधक  	Piperasilin/penghambat beta-laktamase	Piperacillina/inib. d. beta-lattamasi	ピペラシリン／β-ラクタマーゼ阻害剤	피페라실린/베타-락타마제 억제제	Piperacillin/beta-laktamasehemmer	Piperacylina/inhibitor beta-laktamazy	Piperacilina/inibid. da beta-lactamase	Inhibitor de piperacilină/beta-lactamază	Пиперациллин/ингибитор бета-лактамазы	Piperacilina/inhib. de la beta-lactamasa	Piperasilini/kizuizi cha beta-laktamasi	Piperacillin/betalaktamashämmare	Piperasilin/beta-laktamaz inhibitörü	Піперацилін/інгібітор бета-лактамаз	پائپراسلن/بیٹا لیکٹامیز انہبیٹر	Piperacillin/chất ức chế beta-lactamase
+Piromidic acid	FALSE	TRUE	TRUE	FALSE	Piromidic acid	حمض بيروميدي	পাইরোমিডিক অ্যাসিড	吡罗米酸	Kyselina piromidová	Piromidinsyre	Piromidinezuur	Piromidiinihappo	Acide piromidique	Piromidinsäure	Πηρομιδικό οξύ	पाइरोमिडिक अम्ल  	Asam piromidat	Acido piromidico	ピロミジン酸	피로미딕산	Piromidinsyre	Kwas piromidowy	Ácido piromídico	Acid piromidic	Пиромидовая кислота	Ácido piromídico	Asidi piromidiki	Piromidinsyra	Piromidik asit	Піромідова кислота	پیرو میڈک ایسڈ	Axit piromidic
+Pivampicillin	FALSE	TRUE	TRUE	FALSE	Pivampicillin	بيفامبيسيلين	পিভ্যাম্পিসিলিন	哌拉西林	Pivampicilin	Pivampicillin	Pivampicilline	Pivampisilliini	Pivampicilline	Pivampicillin	Πιβαµπικιλλίνη	पाइवेम्पिसिलिन  	Pivampisilin	Pivampicillina	ピバンピシリン	피밤피실린	Pivampicillin	Pivampicillin	Pivampicilina	Pivampicilină	Пивампициллин	Pivampicilina	Pivampisilini	Pivampicillin	Pivampisilin	Півампіцилін	پیوامپیسلن	Pivampicillin
+Polymyxin B	FALSE	TRUE	TRUE	FALSE	Polymyxin B	بوليمايكسين ب	পলিমিক্সিন বি	多粘菌素B	Polymyxin B	Polymyxin B	Polymyxine B	Polymysiini B	Polymyxine B	Polymyxin B	Πολυμυξίνη Β	पॉलीमिक्सिन बी  	Polimiksin B	Polimixina B	ポリミキシンB	폴리믹신 B	Polymyxin B	Polimyksyna B	Polimixina B	Polimixină B	Полимиксин В	Polimixina B	Polimiksini B	Polymyxin B	Polimiksin B	Поліміксин B	پولی مائکسن بی	Polymyxin B
+Posaconazole	FALSE	TRUE	TRUE	FALSE	Posaconazole	بوساكونازول	পসাকোনাজোল	泊沙康唑	Posakonazol	Posaconazol	Posaconazol	Posakonatsoli	Posaconazole	Posaconazol	Ποσακοναζόλη	पोसाकोनाज़ोल  	Posakonazol	Posaconazolo	ポサコナゾール	포사코나졸	Posakonazol	Posaconazol	Posaconazole	Posaconazol	Посаконазол	Posaconazol	Posakonazoli	Posakonazol	Posakonazol	Позаконазол	پوساکونازول	Posaconazole
+Pristinamycin	FALSE	TRUE	TRUE	FALSE	Pristinamycin	بريستينامايسين	প্রিস্টিনামাইসিন	普利司特霉素	Pristinamycin	Pristinamycin	Pristinamycine	Pristinamysiini	Pristinamycine	Pristinamycin	Πριστιναμυκίνη	प्रीस्टिनामाइसिन  	Pristinamisin	Pristinamicina	プリスチナマイシン	프리스티나마이신	Pristinamycin	Pristinamycin	Pristinamicina	Pristinamicină	Пристинамицин	Pristinamicina	Pristinasini	Pristinamycin	Pristinamisin	Пристинаміцин	پرسٹینامائسن	Pristinamycin
+Procaine benzylpenicillin	FALSE	TRUE	TRUE	FALSE	Procaine benzylpenicillin	بروكائين بنزيل بنيسيلين	প্রোকেইন বেনজাইলপেনিসিলিন	普鲁卡因青霉素	Prokain benzylpenicilin	Prokainbenzylpenicillin	Benzylpenicillineprocaine	Prokaiinibentsyylipenisilliini	Procaïne benzylpénicilline	Procain-Benzylpenicillin	Βενζυλοπενικιλλίνη προκαΐνης	प्रोकैन बेंज़िलपेनिसिलिन  	Prokain benzilpenisilin	Procaina benzilpenicillina	プロカインベンジルペニシリン	프로카인 벤질페니실린	Prokain benzylpenicillin	Benzylopenicylina prokainowa	Procaína benzilpenicilina	Benzilpenicilină procaină	Прокаин бензилпенициллин	Bencilpenicilina procaína	Prokaini benzilpenisilini	Prokainbenzylpenicillin	Prokain benzilpenisilin	Прокаїну бензилпеніцилін	پروکین بینزائل پینسلن	Procaine benzylpenicillin
+Propicillin	FALSE	TRUE	TRUE	FALSE	Propicillin	بروبيسيلين	প্রোপিসিলিন	普利西林	Propicilin	Propicillin	Propicilline	Propisilliini	Propicilline	Propicillin	Προπικιλλίνη	प्रोपिसिलिन  	Propisilin	Propicillina	プロピシリン	프로피실린	Propicillin	Propicylina	Propicilina	Propicilină	Пропициллин	Propicilina	Propisilini	Propicillin	Propisilin	Пропіцилін	پروپیسیلن	Propicillin
+Prulifloxacin	FALSE	TRUE	TRUE	FALSE	Prulifloxacin	بروليفلوكساسين	প্রুলিফ্লক্সাসিন	普利沙星	Prulifloxacin	Prulifloxacin	Prulifloxacine	Prulifloksasiini	Prulifloxacine	Prulifloxacin	Προυλιφλοξασίνη	प्रूलिफ्लॉक्सासिन  	Prulifloksasin	Prulifloxacina	プルリフロキサシン	프루리플록사신	Prulifloxacin	Prulifloksacyna	Prulifloxacina	Prulifloxacină	Прулифлоксацин	Prulifloxacina	Prulifloksasini	Prulifloxacin	Prulifloksasin	Пруліфлоксацин	پرو لیفلوکساسن	Prulifloxacin
+Quinupristin/dalfopristin	FALSE	TRUE	TRUE	FALSE	Quinupristin/dalfopristin	كوينوبريستين/دالفوبريستين	কুইনুপ্রিস্টিন/ড্যালফোপ্রিস্টিন	奎宁斯丁/达夫普利斯丁	Chinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristine/dalfopristine	Kinupristiini/dalfopristiini	Quinupristine/dalfopristine	Quinupristin/Dalfopristin	Κινουπριστίνη/νταλφοπριστίνη	क्विनुप्रिस्टिन/डाल्फोप्रिस्टिन  	Kinopristin/dalfopristin	Quinupristina/dalfopristina	キヌプリスチン／ダルフォプリスチン	퀴누프리스틴/달포프리스틴	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Квинупристин/дальфопристин	Quinupristina/dalfopristina	Kinupristini/dalfopristini	Quinupristin/dalfopristin	Quinupristin/dalfopristin	Хінупристин/дальфопристин	کوینوپرسٹین/ڈالفوپرسٹین	Quinupristin/dalfopristin
+Ribostamycin	FALSE	TRUE	TRUE	FALSE	Ribostamycin	ريبوستامايسين	রিবোস্টামাইসিন	利波霉素	Ribostamycin	Ribostamycin	Ribostamycine	Ribostamysiini	Ribostamycine	Ribostamycin	Ριμποσταμυκίνη	राइबोस्टामाइसिन  	Ribostamisin	Ribostamicina	リボスタマイシン	리보스타마이신	Ribostamycin	Ribostamycyna	Ribostamicina	Ribostamicină	Рибостамицин	Ribostamicina	Ribostamasini	Ribostamycin	Ribostamisin	Рибостаміцин	ریبوسٹامائسن	Ribostamycin
+Rifabutin	FALSE	TRUE	TRUE	FALSE	Rifabutin	ريفابيوتين	রিফাবুটিন	利福布汀	Rifabutin	Rifabutin	Rifabutine	Rifabutiini	Rifabutine	Rifabutin	Ριφαμπουτίνη	रिफाब्युटिन  	Rifabutin	Rifabutina	リファブチン	리파부틴	Rifabutin	Rifabutin	Rifabutin	Rifabutină	Рифабутин	Rifabutina	Rifabutini	Rifabutin	Rifabutin	Рифабутин	ریفابیوٹین	Rifabutin
+Rifampicin	TRUE	TRUE	TRUE	FALSE	Rifampicin	ريفامبيسين	রিফ্যাম্পিসিন	利福平	Rifampicin	Rifampicin	Rifampicine	Rifampisiini	Rifampicine	Rifampicin	Ριφαμπικίνη	रिफैम्पिसिन  	Rifampisin	Rifampicina	リファンピシン	리팜피신	Rifampicin	Rifampicyna	Rifampicina	Rifampicină	Рифампицин	Rifampicina	Rifampisini	Rifampicin	Rifampisin	Рифампіцин	ریفامپیسن	Rifampicin
+Rifampicin/isoniazid	FALSE	TRUE	TRUE	FALSE	Rifampicin/isoniazid	ريفامبيسين/إيزونيازيد	রিফ্যাম্পিসিন/আইসোনিয়াজিড	利福平/异烟肼	Rifampicin/isoniazid	Rifampicin/isoniazid	Rifampicine/isoniazide	Rifampisiini/isonitsidi	Rifampicine/isoniazide	Rifampicin/Isoniazid	Ριφαμπικίνη/ισονιαζίδη	रिफैम्पिसिन/आइसोनियाज़िड  	Rifampisin/isoniazid	Rifampicina/isoniazide	リファンピシン/イソニアジド	리팜피신/아이소니아지드	Rifampicin/isoniazid	Rifampicyna/izoniazyd	Rifampicina/isoniazida	Rifampicină/isoniazidă	Рифампицин/изониазид	Rifampicina/isoniazida	Rifampisini/isoniazidi	Rifampicin/isoniazid	Rifampisin/izoniazid	Рифампіцин/ізоніазид	ریفامپیسن/آئیسونائزیڈ	Rifampicin/isoniazid
+Rifampicin/pyrazinamide/ethambutol/isoniazid	FALSE	TRUE	TRUE	FALSE	Rifampicin/pyrazinamide/ethambutol/isoniazid	ريفامبيسين/بيرازيناميد/إيثامبيوتول/إيزونيازيد	রিফ্যাম্পিসিন/পিরাজিনামাইড/ইথাম্বুটল/আইসোনিয়াজিড	利福平/吡嗪酰胺/乙胺丁醇/异烟肼	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampicine/pyrazinamide/ethambutol/isoniazide	Rifampisiini/pyratsiiniamidi/etambutoli/isonatsidi Rifampisiini/pyratsiiniamidi/etambutoli/isonatsidi	Rifampicine/pyrazinamide/éthambutol/isoniazide	Rifampicin/Pyrazinamid/Ethambutol/Isoniazid	Ριφαμπικίνη/πυραζιναμίδη/εθαμβουτόλη/ισονιαζίδη	रिफैम्पिसिन/पायराजिनामाइड/एथमबूटॉल/आइसोनियाज़िड  	Rifampisin/pyrazinamid/etambutol/isoniazid	Rifampicina/pirazinamide/etambutolo/isoniazide	リファンピシン／ピラジナミド／エタンブトール／イソニアジド	리팜피신/피라지나마이드/에탐부톨/아이소니아지드	Rifampicin/pyrazinamid/etambutol/isoniazid	Rifampicyna/pirazinamid/etambutol/izoniazyd	Rifampicina/pirazinamida/etambutol/isoniazida	Rifampicină/pirazinamidă/etambutol/isoniazidă	Рифампицин/пиразинамид/этамбутол/исониазид	Rifampicina/pirazinamida/etambutol/isoniazida	Rifampisini/pirazinamidi/ethambutoli/isoniazidi	Rifampicin/pyrazinamid/ethambutol/isoniazid	Rifampisin/pirazinamid/etambutol/izoniazid	Рифампіцин/піразинамід/етамбутол/ізоніазид	ریفامپیسن/پائرازینامائڈ/ایتھامبیوٹول/آئیسونائزیڈ	Rifampicin/pyrazinamide/ethambutol/isoniazid
+Rifampicin/pyrazinamide/isoniazid	FALSE	TRUE	TRUE	FALSE	Rifampicin/pyrazinamide/isoniazid	ريفامبيسين/بيرازيناميد/إيزونيازيد	রিফ্যাম্পিসিন/পিরাজিনামাইড/আইসোনিয়াজিড	利福平/吡嗪酰胺/异烟肼	Rifampicin/pyrazinamid/isoniazid	Rifampicin/pyrazinamid/isoniazid	Rifampicine/pyrazinamide/isoniazide	Rifampisiini/pyratsiiniamidi/isonitsidi Rifampisiini/pyratsiiniamidi/isonitsidi	Rifampicine/pyrazinamide/isoniazide	Rifampicin/Pyrazinamid/Isoniazid	Ριφαμπικίνη/πυραζιναμίδη/ισονιαζίδη	रिफैम्पिसिन/पायराजिनामाइड/आइसोनियाज़िड  	Rifampisin/pyrazinamid/isoniazid	Rifampicina/pirazinamide/isoniazide	リファンピシン/ピラジナミド/イソニアジド	리팜피신/피라지나마이드/아이소니아지드	Rifampicin/pyrazinamid/isoniazid	Rifampicyna/pirazynamid/izoniazyd	Rifampicina/pirazinamida/isoniazida	Rifampicină/pirazinamidă/isoniazidă	Рифампицин/пиразинамид/изониазид	Rifampicina/pirazinamida/isoniazida	Rifampisini/pirazinamidi/isoniazidi	Rifampicin/pyrazinamid/isoniazid	Rifampisin/pirazinamid/izoniazid	Рифампіцин/піразинамід/ізоніазид	ریفامپیسن/پائرازینامائڈ/آئیسونائزیڈ	Rifampicin/pyrazinamide/isoniazid
+Rifamycin	FALSE	TRUE	TRUE	FALSE	Rifamycin	ريفاميسين	রিফামাইসিন	利福霉素	Rifamycin	Rifamycin	Rifamycine	Rifamysiini	Rifamycine	Rifamycin	Ριφαμυκίνη	रिफामाइसिन  	Rifamisin	Rifamicina	リファマイシン	리파마이신	Rifamycin	Rifamycyna	Rifamycin	Rifamicină	Рифамицин	Rifamicina	Rifamasini	Rifamycin	Rifamisin	Рифаміцин	ریفامائسن	Rifamycin
+Rifaximin	FALSE	TRUE	TRUE	FALSE	Rifaximin	ريفاكسمين	রিফ্যাক্সিমিন	利福昔明	Rifaximin	Rifaximin	Rifaximine	Rifaksimiini	Rifaximine	Rifaximin	Ριφαξιμίνη	रिफैक्सिमिन  	Rifaksimin	Rifaximina	リファキシミン	리팍시민	Rifaximin	Rifaximin	Rifaximin	Rifaximin	Рифаксимин	Rifaximina	Rifaksimini	Rifaximin	Rifaximin	Рифаксимін	ریفاکسیمین	Rifaximin
+Rokitamycin	FALSE	TRUE	TRUE	FALSE	Rokitamycin	روكيتامايسين	রোকিটামাইসিন	罗奇霉素	Rokitamycin	Rokitamycin	Rokitamycine	Rokitamysiini	Rokitamycine	Rokitamycin	Ροκιταμυκίνη	रोकिटामाइसिन  	Rokitamasin	Rokitamicina	ロキタマイシン	로키타마이신	Rokitamycin	Rokitamycyna	Rokitamycin	Rokitamicină	Рокитамицин	Rokitamicina	Rokitamasini	Rokitamycin	Rokitamisin	Рокітаміцин	روکیٹامائسن	Rokitamycin
+Rosoxacin	FALSE	TRUE	TRUE	FALSE	Rosoxacin	روسوكاسين	রোসোক্সাসিন	罗红霉素	Rosoxacin	Rosoxacin	Rosoxacine	Rosoksasiini	Rosoxacine	Rosoxacin	Ροζοξακίνη	रोसॉक्सासिन  	Rosoksasin	Rosoxacina	ロソキサシン	로소악신	Rosoksacin	Rosoxacin	Rosoxacina	Rosoxacin	Розоксацин	Rosoxacina	Rosoksasini	Rosoxacin	Rosoxacin	Розоксацин	روسوکساسن	Rosoxacin
+Roxithromycin	FALSE	TRUE	TRUE	FALSE	Roxithromycin	روكسيثرومايسين	রোক্সিথ্রোমাইসিন	罗红霉素	Roxithromycin	Roxithromycin	Roxitromycine	Roksitromysiini	Roxithromycine	Roxithromycin	Ροξιθρομυκίνη	रॉक्सिथ्रोमाइसिन  	Roksitromisin	Roxitromicina	ロキシスロマイシン	록시트로마이신	Roxitromycin	Roksytromycyna	Roxitromicina	Roxitromicină	Рокситромицин	Roxitromicina	Roksitromasini	Roxitromycin	Roxithromycin	Рокситроміцин	روکسی تھرومائسن	Roxithromycin
+Rufloxacin	FALSE	TRUE	TRUE	FALSE	Rufloxacin	روفلوكساسين	রুফ্লক্সাসিন	罗氟沙星	Rufloxacin	Rufloxacin	Rufloxacine	Rufloksasiini	Rufloxacine	Rufloxacin	Ρουφλοξασίνη	रुफ्लॉक्सासिन  	Rufloksasin	Rufloxacina	ルフロキサシン	루플록사신	Rufloxacin	Rufloxacin	Rufloxacin	Rufloxacin	Руфлоксацин	Rufloxacina	Rufloksasini	Rufloxacin	Rufloksasin	Руфлоксацин	روفلوکساسن	Rufloxacin
+Sisomicin	FALSE	TRUE	TRUE	FALSE	Sisomicin	سيسومايسين	সিসোমাইসিন	西索米星	Sisomicin	Sisomicin	Sisomicine	Sisomisiini	Sisomicine	Sisomicin	Σισομικίνη	सिसोमाइसिन  	Sisomisin	Sisomicina	シソマイシン	시소마이신	Sisomicin	Sisomicin	Sisomicina	Sisomicină	Сизомицин	Sisomicina	Sisomasini	Sisomicin	Sisomisin	Сизоміцин	سیسومائسن	Sisomicin
+Sodium aminosalicylate	FALSE	TRUE	TRUE	FALSE	Sodium aminosalicylate	أمينوساليسيلات الصوديوم	সোডিয়াম অ্যামিনোস্যালিসাইলেট	氨基水杨酸钠	Aminosalicylát sodný	Natriumaminosalicylat	Aminosalicylzuur	Natriumaminosalisylaatti	Aminosalicylate de sodium	Natrium-Aminosalicylat	Αμινοσαλικυλικό νάτριο	सोडियम अमिनोसेलिसाइलेट  	Natrium aminosalisilat	Sodio aminosalicilato	アミノサリチル酸ソーダ	아미노살리실산 나트륨	Natriumaminosalicylat	Aminosalicylan sodu	Aminosalicilato de sódio	Aminosalicilat de sodiu	Аминосалицилат натрия	Aminosalicilato de sodio	Aminosalisilati ya sodiamu	Natriumaminosalicylat	Sodyum aminosalisilat	Натрію аміносаліцилат	سوڈیم امینوسیلیسیلیٹ	Natri aminosalicylate
+Sparfloxacin	FALSE	TRUE	TRUE	FALSE	Sparfloxacin	سبرفلوكساسين	স্পারফ্লক্সাসিন	氨水杨酸钠	Sparfloxacin	Sparfloxacin	Sparfloxacine	Sparfloksasiini	Sparfloxacine	Sparfloxacin	Σπαρφλοξασίνη	स्पारफ्लॉक्सासिन  	Sparfloksasin	Sparfloxacina	スパルフロキサシン	스파플록사신	Sparfloxacin	Sparfloxacin	Sparfloxacin	Sparfloxacina	Спарфлоксацин	Esparfloxacina	Sparfloksasini	Sparfloxacin	Sparfloksasin	Спарфлоксацин	اسپار فلوکساسن	Sparfloxacin
+Spectinomycin	FALSE	TRUE	TRUE	FALSE	Spectinomycin	سبيكتينومايسين	স্পেকটিনোমাইসিন	大观霉素	Spectinomycin	Spectinomycin	Spectinomycine	Spectinomycin	Spectinomycine	Spectinomycin	Σπεκτινομυκίνη	स्पेक्टिनोमाइसिन  	Spektinomisin	Spectinomycin	スペクチノマイシン	스펙티노마이신	Spectinomycin	Spektynomycyna	Spectinomycin	Spectinomicină	Спектиномицин	Espectinomicina	Spektinomasini	Spektinomycin	Spektinomisin	Спектиноміцин	اسپیکٹینومائسن	Spectinomycin
+Spiramycin	FALSE	TRUE	TRUE	FALSE	Spiramycin	سبيرامايسين	স্পিরামাইসিন	斯皮拉菌素	Spiramycin	Spiramycin	Spiramycine	Spiramysiini	Spiramycine	Spiramycin	Σπιραμυκίνη	स्पिरामाइसिन  	Spiramisini	Spiramicina	スピラマイシン	스피라마이신	Spiramycin	Spiramycyna	Spiramycin	Spiramicină	Спирамицин	Espiramicina	Spiramasini	Spiramycin	Spiramisin	Спіраміцин	اسپائرا مائسین	Spiramycin
+Spiramycin/metronidazole	FALSE	TRUE	TRUE	FALSE	Spiramycin/metronidazole	سبيرامايسين/ميترونيدازول	স্পিরামাইসিন/মেট্রোনিডাজোল	螺旋霉素/甲硝唑	Spiramycin/metronidazol	Spiramycin/metronidazol	Spiramycine/metronidazol	Spiramysiini/metronidatsoli	Spiramycine/métronidazole	Spiramycin/Metronidazol	Σπιραμυκίνη/μετρονιδαζόλη	स्पिरामाइसिन/मेट्रोनिडाज़ोल  	Spiramisini/metronidazol	Spiramicina/metronidazolo	スピラマイシン／メトロニダゾール	스피라마이신/메트로니다졸	Spiramycin/metronidazol	Spiramycyna/metronidazol	Spiramycin/metronidazol	Spiramicină/metronidazol	Спирамицин/метронидазол	Espiramicina/metronidazol	Spiramasini/metronidazoli	Spiramycin/metronidazol	Spiramisin/metronidazol	Спіраміцин/метронідазол	اسپائرا مائسین/میٹرونڈازول	Spiramycin/metronidazole
+Staphylococcus immunoglobulin	FALSE	TRUE	TRUE	FALSE	Staphylococcus immunoglobulin	جلوبيولين مناعي ضد المكورات العنقودية	স্ট্যাফিলোকক্কাস ইমিউনোগ্লোবুলিন	葡萄球菌免疫球蛋白	Stafylokokový imunoglobulin	Stafylokok-immunglobulin	Stafylokokkenimmunoglobuline	Staphylococcus-immunoglobuliini	Immunoglobuline staphylococcique	Staphylococcus-Immunoglobulin	Σταφυλόκοκκος ανοσοσφαιρίνη	स्टैफिलोकोकस इम्युनोग्लोब्युलिन  	Imunoglobulin Staphylococcus	Immunoglobulina per stafilococco	ブドウ球菌免疫グロブリン	포도상구균 면역글로불린	Staphylococcus immunglobulin	Immunoglobulina gronkowcowa	Imunoglobulina de Staphylococcus	Imunoglobulină stafilococică	Стафилококковый иммуноглобулин	Inmunoglobulina estafilocócica	Imunoglobulini dhidi ya Staphylococcus	Immunoglobulin mot stafylokocker	Staphylococcus immünoglobulin	Стафілококовий імуноглобулін	اسٹیفیلوکوکس ایمیونوگلوبلین	Globulin miễn dịch Staphylococcus
+Streptoduocin	FALSE	TRUE	TRUE	FALSE	Streptoduocin	ستربتودوسين	স্ট্রেপ্টোডুোসিন	链霉素	Streptoduocin	Streptoduocin	Streptoduocine	Streptoduocin	Streptoduocine	Streptoduocin	Στρεπτοδουοκίνη	स्ट्रेप्टोडुओसिन  	Streptoduosin	Streptoduocin	ストレプトデュオシン	스트렙토듀오신	Streptoduocin	Streptoduocin	Estreptoduocina	Streptoduocin	Стрептодуоцин	Estreptoduocina	Streptoduosini	Streptoduocin	Streptoduosin	Стрептодуоцин	اسٹریپٹوڈووسن	Streptoduocin
+Streptomycin	FALSE	TRUE	TRUE	FALSE	Streptomycin	ستربتوميسين	স্ট্রেপ্টোমাইসিন	霉素	Streptomycin	Streptomycin	Streptomycine	Streptomysiini	Streptomycine	Streptomycin	Στρεπτομυκίνη	स्ट्रेप्टोमाइसिन  	Streptomisin	Streptomicina	ストレプトマイシン	스트렙토마이신	Streptomycin	Streptomycyna	Streptomycin	Streptomicină	Стрептомицин	Estreptomicina	Streptomasini	Streptomycin	Streptomisin	Стрептоміцин	اسٹریپٹومائسن	Streptomycin
+Streptomycin/isoniazid	FALSE	TRUE	TRUE	FALSE	Streptomycin/isoniazid	ستربتوميسين/إيزونيازيد	স্ট্রেপ্টোমাইসিন/আইসোনিয়াজিড	链霉素/异烟肼	Streptomycin/izoniazid	Streptomycin/isoniazid	Streptomycine/isoniazide	Streptomysiini/isoniasidi	Streptomycine/isoniazide	Streptomycin/Isoniazid	Στρεπτομυκίνη/ισονιαζίδη	स्ट्रेप्टोमाइसिन/आइसोनियाज़िड  	Streptomisin/isoniazid	Streptomicina/isoniazide	ストレプトマイシン/イソニアジド	스트렙토마이신/아이소니아지드	Streptomycin/isoniazid	Streptomycyna/izoniazyd	Streptomicina/isoniazida	Streptomicină/isoniazidă	Стрептомицин/изониазид	Estreptomicina/isoniazida	Streptomasini/isoniazidi	Streptomycin/isoniazid	Streptomisin/izoniazid	Стрептоміцин/ізоніазид	اسٹریپٹومائسن/آئیسونائزیڈ	Streptomycin/isoniazid
+Sulbenicillin	FALSE	TRUE	TRUE	FALSE	Sulbenicillin	سولبينيسيلين	সালবেনিসিলিন	磺苄西林	Sulbenicillin	Sulbenicillin	Sulbenicilline	Sulbenisilliini	Sulbenicilline	Sulbenicillin	Σουλμπενικιλλίνη	सलबेनिसिलिन  	Sulbenisilin	Sulbenicillina	スルベニシリン	술베니실린	Sulbenicillin	Sulbenicylina	Sulbenicilina	Sulbenicilină	Сульбенициллин	Sulbenicilina	Sulbenisilini	Sulbenicillin	Sulbenisilin	Сульбеніцилін	سلبینیسلین	Sulbenicillin
+Sulfadiazine/tetroxoprim	FALSE	TRUE	TRUE	FALSE	Sulfadiazine/tetroxoprim	سلفاديازين/تيتروكسوبريم	সালফাডিয়াজিন/টেট্রোক্সোপ্রিম	磺胺嘧啶/四氧嘧啶	Sulfadiazin/tetroxoprim	Sulfadiazin/tetroxoprim	Sulfadiazine/tetroxoprim	Sulfadiatsiini/tetroksopriimi	Sulfadiazine/tetroxoprime	Sulfadiazin/Tetroxoprim	Σουλφαδιαζίνη/τετροξοπρίμη	सल्फाडायज़ीन/टेट्रॉक्सोप्रिम  	Sulfadiazin/tetroksoprim	Sulfadiazina/tetroxoprim	スルファジアジン/テトロキソプリム	설파디아진/테트록소프림	Sulfadiazin/tetroksoprim	Sulfadiazyna/tetroksoprim	Sulfadiazina/tetroxoprim	Sulfadiazină/tetroxoprim	Сульфадиазин/тетроксоприм	Sulfadiazina/tetroxoprim	Sulfadiazini/tetroksoprimu	Sulfadiazin/tetroxoprim	Sülfadiazin/tetroksoprim	Сульфадіазин/тетроксоприм	سلفاڈایازین/ٹیٹروکسوپریم	Sulfadiazine/tetroxoprim
+Sulfadiazine/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfadiazine/trimethoprim	سلفاديازين/تريميثوبريم	সালফাডিয়াজিন/ট্রাইমেথোপ্রিম	磺胺嘧啶/三甲氧苄啶	Sulfadiazin/trimetoprim	Sulfadiazin/trimethoprim	Sulfadiazine/trimethoprim	Sulfadiatsiini/trimetopriimi	Sulfadiazine/triméthoprime	Sulfadiazin/Trimethoprim	Σουλφαδιαζίνη/τριμεθοπρίμη	सल्फाडायज़ीन/ट्राइमेथोप्रिम  	Sulfadiazin/trimetoprim	Sulfadiazina/trimetoprim	スルファジアジン/トリメトプリム	설파디아진/트리메토프림	Sulfadiazin/trimetoprim	Sulfadiazyna/trimetoprim	Sulfadiazina/trimethoprim	Sulfadiazină/trimetoprim	Сульфадиазин/триметоприм	Sulfadiazina/trimetoprima	Sulfadiazini/trimetoprimu	Sulfadiazin/trimetoprim	Sülfadiazin/trimetoprim	Сульфадіазин/триметоприм	سلفاڈایازین/ٹریمیٹھوپریم	Sulfadiazine/trimethoprim
+Sulfadimidine/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfadimidine/trimethoprim	سلفاديميدين/تريميثوبريم	সালফাডিমিডিন/ট্রাইমেথোপ্রিম	磺胺嘧啶/三甲氧苄啶	Sulfadimidin/trimetoprim	Sulfadimidin/trimethoprim	Sulfadimidine/trimethoprim	Sulfadimidiini/trimetopriimi	Sulfadimidine/triméthoprime	Sulfadimidin/Trimethoprim	Σουλφαδιμιδίνη/τριμεθοπρίμη	सल्फाडिमिडीन/ट्राइमेथोप्रिम  	Sulfadimidin/trimetoprim	Sulfadimidina/trimetoprim	スルファジミジン／トリメトプリム	설파디미딘/트리메토프림	Sulfadimidin/trimetoprim	Sulfadimidyna/trimetoprim	Sulfadimidina/trimethoprim	Sulfadimidină/trimetoprim	Сульфадимидин/триметоприм	Sulfadimidina/trimetoprima	Sulfadimidini/trimetoprimu	Sulfadimidin/trimetoprim	Sülfadimidin/trimetoprim	Сульфадимідин/триметоприм	سلفاڈیمیڈین/ٹریمیٹھوپریم	Sulfadimidine/trimethoprim
+Sulfafurazole	FALSE	TRUE	TRUE	FALSE	Sulfafurazole	سلفافورازول	সালফাফিউরাজোল	磺胺呋喃唑	Sulfafurazol	Sulfafurazol	Sulfafurazol	Sulfafuratsoli	Sulfafurazole	Sulfafurazol	Σουλφαφουραζόλη	सल्फाफ्यूराज़ोल  	Sulfafurazol	Sulfafurazolo	スルファフラゾール	설파퓨라졸	Sulfafurazol	Sulfafurazol	Sulfafurazole	Sulfafurazol	Сульфафуразол	Sulfafurazol	Sulfafurazoli	Sulfafurazol	Sülfafurazol	Сульфафуразол	سلفا فیورازول	Sulfafurazole
+Sulfaisodimidine	FALSE	TRUE	TRUE	FALSE	Sulfaisodimidine	سلفا إيزوديميدين	সালফাআইসোডিমিডিন	磺胺二甲嘧啶	Sulfaisodimidin	Sulfaisodimidin	Sulfisomidine	Sulfaisodimidiini	Sulfaisodimidine	Sulfaisodimidin	Σουλφαϊζοδιμιδίνη	सल्फाइसोडिमिडीन  	Sulfaisodimidin	Sulfaisodimidina	スルファイソジミジン	설파이소디미딘	Sulfaisodimidin	Sulfaisodimidine	Sulfaisodimidina	Sulfaisodimidină	Сульфаизодимидин	Sulfaisodimidina	Sulfaisodimidini	Sulfaisodimidin	Sülfaizodimidin	Сульфаізодимідин	سلفا آئیسو ڈیمیڈین	Sulfaisodimidine
+Sulfalene	FALSE	TRUE	TRUE	FALSE	Sulfalene	سلفالين	সালফালিন	磺胺类药物	Sulfalen	Sulfalen	Sulfaleen	Sulfaleeni	Sulfalène	Sulfalene	Σουλφαλένιο	सल्फालीन  	Sulfalen	Sulfalene	スルファレン	설팔렌	Sulfen	Sulfalen	Sulfaleno	Sulfalenă	Сульфален	Sulfaleno	Sulfalen	Sulfen	Sülfalen	Сульфален	سلفالین	Sulfalene
+Sulfamazone	FALSE	TRUE	TRUE	FALSE	Sulfamazone	سلفامازون	সালফামাজোন	磺胺脒	Sulfamazon	Sulfamazon	Sulfamazon	Sulfamatsoni	Sulfamazone	Sulfamazon	Σουλφαμαζόνη	सल्फामाज़ोन  	Sulfamazon	Sulfamazone	スルファマゾン	설파마존	Sulfamazon	Sulfamazon	Sulfamazona	Sulfamazonă	Сульфамазон	Sulfamazona	Sulfamazoni	Sulfamazon	Sülfamazon	Сульфамазон	سلفامازون	Sulfamazone
+Sulfamerazine/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfamerazine/trimethoprim	سلفاميرازين/تريميثوبريم	সালফামেরাজিন/ট্রাইমেথোপ্রিম	磺胺脒/三甲氧苄氨嘧啶	Sulfamerazin/trimetoprim	Sulfamerazin/trimethoprim	Sulfamerazine/trimethoprim	Sulfameratsiini/trimetopriimi	Sulfamérazine/triméthoprime	Sulfamerazin/Trimethoprim	Σουλφαμεραζίνη/τριμεθοπρίμη	सल्फामेराज़ीन/ट्राइमेथोप्रिम  	Sulfamerazin/trimetoprim	Sulfamerazina/trimetoprim	スルファメラジン／トリメトプリム	설파메라진/트리메토프림	Sulfamerazin/trimetoprim	Sulfamerazyna/trimetoprim	Sulfamerazina/trimethoprim	Sulfamerazină/trimetoprim	Сульфамеразин/триметоприм	Sulfamerazina/trimetoprima	Sulfamerazini/trimetoprimu	Sulfamerazin/trimetoprim	Sülfamerazin/trimetoprim	Сульфамеразин/триметоприм	سلفا میرازین/ٹریمیٹھوپریم	Sulfamerazine/trimethoprim
+Sulfamethizole	FALSE	TRUE	TRUE	FALSE	Sulfamethizole	سلفاميثيزول	সালফামেথিজোল	磺胺甲基咪唑	Sulfamethizol	Sulfamethizol	Sulfamethizol	Sulfametatsoli	Sulfaméthizole	Sulfamethizol	Sulfamethizole	सल्फामेथिज़ोल  	Sulfametizol	Sulfamethizolo	スルファメチゾール	설파메티졸	Sulfametizol	Sulfamethizole	Sulfametizole	Sulfamețizol	Сульфаметизол	Sulfametozol	Sulfamethizoli	Sulfamethizol	Sülfametizol	Сульфаметізол	سلفامیٹیزول	Sulfamethizole
+Sulfamethoxazole	TRUE	TRUE	TRUE	FALSE	Sulfamethoxazole	سلفاميثوكسازول	সালফামেথক্সাজোল	磺胺甲噁唑	Sulfamethoxazol	Sulfamethoxazol	Sulfamethoxazol	Sulfametoksatsoli	Sulfaméthoxazole	Sulfamethoxazol	Σουλφαμεθοξαζόλη	सल्फामेथॉक्साज़ोल  	Sulfametoksazol	Sulfametossazolo	スルファメトキサゾール	설파메톡사졸	Sulfametoksazol	Sulfametoksazol	Sulfamethoxazole	Sulfametoxazol	Сульфаметоксазол	Sulfametoxazol	Sulfamethoksazoli	Sulfametoxazol	Sülfametoksazol	Сульфаметоксазол	سلفامیٹھوکسازول	Sulfamethoxazole
+Sulfamethoxazole/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfamethoxazole/trimethoprim	سلفاميثوكسازول/تريميثوبريم	সালফামেথক্সাজোল/ট্রাইমেথোপ্রিম	磺胺甲噁唑/三甲氧苄啶	Sulfamethoxazol/trimethoprim	Sulfamethoxazol/trimethoprim	Sulfamethoxazol/trimethoprim	Sulfametoksatsoli/trimetopriimi	Sulfaméthoxazole/triméthoprime	Sulfamethoxazol/Trimethoprim	Σουλφαμεθοξαζόλη/τριμεθοπρίμη	सल्फामेथॉक्साज़ोल/ट्राइमेथोप्रिम  	Sulfametoksazol/trimetoprim	Sulfametossazolo/trimetoprim	スルファメトキサゾール／トリメトプリム	설파메톡사졸/트리메토프림	Sulfametoksazol/trimetoprim	Sulfametoksazol/trimetoprim	Sulfametoxazol/trimethoprim	Sulfametoxazol/trimetoprim	Сульфаметоксазол/триметоприм	Sulfametoxazol/trimetoprima	Sulfamethoksazoli/trimetoprimu	Sulfametoxazol/trimetoprim	Sülfametoksazol/trimetoprim	Сульфаметоксазол/триметоприм	سلفامیٹھوکسازول/ٹریمیٹھوپریم	Sulfamethoxazole/trimethoprim
+Sulfametoxydiazine	FALSE	TRUE	TRUE	FALSE	Sulfametoxydiazine	سلفاميتوكسي ديازين	সালফামেটক্সিডাইয়াজিন	磺胺甲噁唑	Sulfametoxydiazin	Sulfametoxydiazin	Sulfamethoxydiazine	Sulfametoksidiatsiini	Sulfamétoxydiazine	Sulfametoxydiazin	Σουλφαμετοξυδιαζίνη	सल्फामेटॉक्सीडायाज़ीन  	Sulfametoksidiazin	Sulfametoxydiazine	スルファメトキシジアジン	설파메톡시디아진	Sulfametoksydiazin	Sulfametoksydiazyna	Sulfametoxidiazina	Sulfametoxidiazină	Сульфаметоксидиазин	Sulfametoxidiazina	Sulfametoksidiazini	Sulfametoxydiazin	Sulfametoksidiyazin	Сульфаметоксидіазин	سلفامیٹوکسیدائیزین	Sulfametoxydiazine
+Sulfametrole/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfametrole/trimethoprim	سلفامترول/تريميثوبريم	সালফামেট্রোল/ট্রাইমেথোপ্রিম	磺胺甲醚/三甲氧嘧啶	Sulfametrol/trimetoprim	Sulfametrol/trimethoprim	Sulfametrol/trimethoprim	Sulfametroli/trimetopriimi	Sulfamétrole/triméthoprime	Sulfametrole/Trimethoprim	Σουλφαμετρόλη/τριμεθοπρίμη	सल्फामेट्रोल/ट्राइमेथोप्रिम  	Sulfameterol/trimetoprim	Sulfametrole/trimetoprim	スルファメトロール/トリメトプリム	설파메트롤/트리메토프림	Sulfametrol/trimetoprim	Sulfametrol/trimetoprim	Sulfametrole/trimethoprim	Sulfametrole/trimetoprim	Сульфаметрол/триметоприм	Sulfametrol/trimetoprima	Sulfametroli/trimetoprimu	Sulfametrol/trimetoprim	Sülfametrol/trimetoprim	Сульфаметрол/триметоприм	سلفامیٹرول/ٹریمیٹھوپریم	Sulfametrole/trimethoprim
+Sulfamoxole	TRUE	TRUE	TRUE	FALSE	Sulfamoxole	سلفاموكسول	সালফামক্সোল	磺胺甲噁唑	Sulfamoxol	Sulfamoxol	Sulfamoxol	Sulfamoksoli	Sulfamoxole	Sulfamoxol	Σουλφαμοξόλη	सल्फामॉक्सोल  	Sulfamoksazol	Sulfamoxolo	スルファモキソール	설파목솔	Sulfamoksol	Sulfamoksol	Sulfamoxole	Sulfamoxol	Сульфамоксол	Sulfamoxole	Sulfamoksoli	Sulfamoxol	Sülfamoksol	Сульфамоксол	سلفاموکسول	Sulfamoxole
+Sulfamoxole/trimethoprim	FALSE	TRUE	TRUE	FALSE	Sulfamoxole/trimethoprim	سلفاموكسول/تريميثوبريم	সালফামক্সোল/ট্রাইমেথোপ্রিম	磺胺甲噁唑/三甲氧苄啶	Sulfamoxol/trimetoprim	Sulfamoxol/trimethoprim	Sulfamoxol/trimethoprim	Sulfamoksoli/trimetopriimi	Sulfamoxole/triméthoprime	Sulfamoxol/Trimethoprim	Σουλφαμοξόλη/τριμεθοπρίμη	सल्फामॉक्सोल/ट्राइमेथोप्रिम  	Sulfamoksazol/trimetoprim	Sulfamoxolo/trimetoprim	スルファモキソール/トリメトプリム	설파목솔/트리메토프림	Sulfamoksol/trimetoprim	Sulfamoksol/trimetoprim	Sulfamoxole/trimethoprim	Sulfamoxol/trimetoprim	Сульфамоксол/триметоприм	Sulfamoxol/trimetoprima	Sulfamoksoli/trimetoprimu	Sulfamoxol/trimetoprim	Sülfamoksol/trimetoprim	Сульфамоксол/триметоприм	سلفاموکسول/ٹریمیٹھوپریم	Sulfamoxole/trimethoprim
+Sulfaperin	FALSE	TRUE	TRUE	FALSE	Sulfaperin	سلفابيرين	সালফাপেরিন	磺胺类药物	Sulfaperin	Sulfaperin	Sulfaperine	Sulfaperiini	Sulfapérine	Sulfaperin	Σουλφαπερίνη	सल्फापेरिन  	Sulfaperin	Sulfaperin	スルファペリン	설파페린	Sulfaperin	Sulfaperin	Sulfaperin	Sulfaperin	Сульфаперин	Sulfametoxazol	Sulfaperini	Sulfaperin	Sülfaperin	Сульфаперин	سلفا پیرین	Sulfaperin
+Sulfaphenazole	FALSE	TRUE	TRUE	FALSE	Sulfaphenazole	سلفافينازول	সালফাফেনাজোল	磺胺苯吡唑	Sulfafenazol	Sulfaphenazol	Sulfafenazol	Sulfafenatsoli	Sulfaphénazole	Sulfaphenazol	Σουλφαφαιναζόλη	सल्फाफेनाज़ोल  	Sulfafenazol	Sulfafenazolo	スルファフェナゾール	설파페나졸	Sulfafenazol	Sulfafenazol	Sulfafenazol	Sulfafenazol	Сульфафеназол	Sulfafenazol	Sulfafenazoli	Sulfafenazol	Sülfafenazol	Сульфафеназол	سلفافینازول	Sulfaphenazole
+Sulfathiazole	FALSE	TRUE	TRUE	FALSE	Sulfathiazole	سلفاثيازول	সালফাথিয়াজোল	磺胺噻唑	Sulfathiazol	Sulfathiazol	Sulfathiazol	Sulfatiatsoli	Sulfathiazole	Sulfathiazol	Σουλφαθειαζόλη	सल्फाथायाज़ोल  	Sulfatiazol	Sulfathiazole	スルファチアゾール	설파티아졸	Sulfatiazol	Sulfatiazol	Sulfatazol	Sulfatiazol	Сульфатиазол	Sulfatiazol	Sulfatiazoli	Sulfathiazol	Sulfathiazole	Сульфатіазол	سلفا تھایازول	Sulfathiazole
+Sulfathiourea	FALSE	TRUE	TRUE	FALSE	Sulfathiourea	سلفاثيوريا	সালফাথিওউরিয়া	磺胺硫脲	Sulfathiomočovina	Sulfathiourea	Sulfathioureum	Sulfathiourea	Sulfathiourée	Sulfathioharnstoff	Σουλφαθειουρία	सल्फाथायूरिया  	Sulfathiourea	Sulfathiourea	スルファチオ尿素	설파티오우레아	Sulfathiourea	Sulfathiourea	Sulfathiourea	Sulfathiourea	Сульфатиомочевина	Sulfathiourea	Sulfathiouria	Sulfatiourea	Sulfathiourea	Сульфатіосечовина	سلفا تھیویوریا	Sulfathiourea
+Sultamicillin	FALSE	TRUE	TRUE	FALSE	Sultamicillin	سولتاميسيلين	সাল্টামিসিলিন	苏打米林	Sultamicilin	Sultamicillin	Sultamicilline	Sultamisilliini	Sultamicilline	Sultamicillin	Σουλταμικιλλίνη	सल्टामिसिलिन  	Sultamisilin	Sultamicillina	スルタミシリン	술타미실린	Sultamicillin	Sultamicillin	Sultamicillin	Sultamicilină	Сультамициллин	Sultamicilina	Sultamisilini	Sultamicillin	Sultamicillin	Сультаміцилін	سلٹامیسلین	Sultamicillin
+Talampicillin	FALSE	TRUE	TRUE	FALSE	Talampicillin	تالامبيسيلين	টালামপিসিলিন	塔拉比西林	Talampicilin	Talampicillin	Talampicilline	Talampisilliini	Talampicilline	Talampicillin	Ταλαμπικιλλίνη	टालम्पिसिलिन  	Talampisilin	Talampicillina	タランピシリン	탈람피실린	Talampicillin	Talampicylina	Talampicilina	Talampicilină	Талампициллин	Talampicilina	Talampisilini	Talampicillin	Talampisilin	Талампіцилін	ٹالمپیسلن	Talampicillin
+Tedizolid	FALSE	TRUE	TRUE	FALSE	Tedizolid	تيديزوليد	টেডিজোলিড	特地唑胺	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Τεντιζολίδη	टेडिज़ोलिड  	Tedizolid	Tedizolid	テジゾリド	테디졸리드	Tedizolid	Tedizolid	Tedizolid	Tedizolid	Тедизолид	Tedizolid	Tedizolidi	Tedizolid	Tedizolid	Тедізолід	ٹیڈیزولڈ	Tedizolid
+Teicoplanin	FALSE	TRUE	TRUE	FALSE	Teicoplanin	تيكوپلانين	টেইকোপ্লানিন	泰科普兰素	Teicoplanin	Teicoplanin	Teicoplanine	Teikoplaniini	Teicoplanine	Teicoplanin	Τεϊκοπλανίνη	टैइकोप्लैनिन  	Teikoplanin	Teicoplanina	テイコプラニン	테이코플라닌	Teicoplanin	Teicoplanin	Teicoplanin	Teicoplanin	Тейкопланин	Teicoplanina	Teikoplanini	Teicoplanin	Teikoplanin	Тейкопланін	ٹیکوپلانن	Teicoplanin
+Telithromycin	FALSE	TRUE	TRUE	FALSE	Telithromycin	تيليثرومايسين	টেলিথ্রোমাইসিন	泰利霉素	Telithromycin	Telithromycin	Telitromycine	Telitromysiini	Télithromycine	Telithromycin	Τελιθρομυκίνη	टेलिथ्रोमाइसिन  	Telitromisin	Telitromicina	テリスロマイシン	텔리스로마이신	Telitromycin	Telitromycyna	Telitromicina	Telitromicină	Телитромицин	Telitromicina	Telitromasini	Telitromycin	Telitromisin	Телітроміцин	ٹیلیتھرو مائسین	Telithromycin
+Temafloxacin	FALSE	TRUE	TRUE	FALSE	Temafloxacin	تيمافلوكساسين	টেমাফ্লক্সাসিন	氨甲环酸	Temafloxacin	Temafloxacin	Temafloxacine	Temafloksasiini	Temafloxacine	Temafloxacin	Τεμαφλοξασίνη	टेमाफ्लॉक्सासिन  	Temafloksasin	Temafloxacina	テマフロキサシン	테마플록사신	Temafloxacin	Temafloksacyna	Temafloxacin	Temafloxacin	Темафлоксацин	Temafloxacina	Temafloksasini	Temafloxacin	Temafloksasin	Темафлоксацин	ٹیما فلوکساسن	Temafloxacin
+Temocillin	FALSE	TRUE	TRUE	FALSE	Temocillin	تيموسيلين	টেমোসিলিন	氨甲蝶呤	Temocillin	Temocillin	Temocilline	Temosilliini	Temocillin	Temocillin	Τεμοκιλλίνη	टेमोसिलिन  	Temosilin	Temocillina	テモシリン	테모실린	Temocillin	Temocillin	Temocillin	Temocilină	Темоциллин	Temocilina	Temosilini	Temocillin	Temocillin	Темоцилін	ٹیموسیلن	Temocillin
+Tenofovir disoproxil	FALSE	TRUE	TRUE	FALSE	Tenofovir disoproxil	تينوفوفير ديسوبروكسيل	টেনোফোভির ডিসোপ্রোক্সিল	特诺福韦酯	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir	Tenofoviiridisoproksiili	Tenofovir disoproxil	Tenofovir Disoproxil	Τενοφοβίρη δισοπροξίλη	टेनोफोविर डिसोप्रॉक्सिल  	Tenofovir disoproksil	Tenofovir disoproxil	テノホビルジソプロキシル	테노포비르 디소프록실	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir disoproxil	Tenofovir disoproxil	Тенофовир дизопроксил	Tenofovir disoproxil	Tenofoviri disoproksili	Tenofovir disoproxil	Tenofovir disoproksil	Тенофовір дизопроксил	ٹینوفوویر ڈیسوپروکسل	Tenofovir disoproxil
+Terizidone	FALSE	TRUE	TRUE	FALSE	Terizidone	تيريزيدون	টেরিজিডোন	特立兹酮	Terizidon	Terizidon	Terizidon	Teritsidoni	Terizidone	Terizidon	Τεριζιδόνη	टेरीज़िडोन  	Terizidon	Terizidone	テリジドン	테리지돈	Terizidon	Terizidon	Terizidone	Terizidonă	Теризидон	Terizidona	Terizidoni	Terizidon	Terizidon	Теризидон	ٹیرزڈون	Terizidone
+Thiacetazone	FALSE	TRUE	TRUE	FALSE	Thiacetazone	ثياستازون	থায়াসেটাজোন	噻乙唑酮	Thiacetazon	Thiacetazon	Thiacetazone	Thiacetazoni	Thiacétazone	Thiacetazon	Θιακεταζόνη	थायासेटाज़ोन  	Thiasetazon	Thiacetazona	チアセタゾン	티아세타존	Thiacetazone	Thiacetazon	Thiacetazona	Thiacetazonă	Тиазетазон	Thiacetazona	Thiasetazoni	Thiacetazone	Thiasetazon	Тіацетазон	تھائیسیٹازون	Thiacetazone
+Thiamphenicol	FALSE	TRUE	TRUE	FALSE	Thiamphenicol	ثيامفينيكول	থিয়ামফেনিকল	硫苯尼考	Thiamfenikol	Thiamphenicol	Thiamfenicol	Tiamfenikoli	Thiamphénicol	Thiamphenicol	Θειαμφενικόλη	थायाम्फेनिकोल  	Thiamfenikol	Tiamfenicolo	チアンフェニコール	티암페니콜	Tiamfenikol	Tiamfenikol	Tiamfenicol	Tiamfenicol	Тиамфеникол	Tiamfenicol	Thiamfenikoli	Tiamfenikol	Thiamphenicol	Тіамфенікол	تھیامفینیکول	Thiamphenicol
+Thioacetazone/isoniazid	FALSE	TRUE	TRUE	FALSE	Thioacetazone/isoniazid	ثيوأسيتازون/إيزونيازيد	থিওঅ্যাসেটাজোন/আইসোনিয়াজিড	硫乙酰唑酮/异烟肼	Thioacetazon/isoniazid	Thioacetazon/isoniazid	Thioacetazon/isoniazide	Tioasetatsoni/isonatsidi	Thioacétazone/isoniazide	Thioacetazon/Isoniazid	Θειοακεταζόνη/ισονιαζίδη	थायोएसेटाज़ोन/आइसोनियाज़िड  	Thioasetazon/isoniazid	Tioacetazone/isoniazide	チオアセタゾン／イソニアジド	티오아세타존/아이소니아지드	Thioacetazon/isoniazid	Tioacetazon/izoniazyd	Thioacetazone/isoniazid	Tioacetazonă/isoniazidă	Тиоацетазон/изониазид	Tioacetazona/isoniazida	Thioasetazoni/isoniazidi	Thioacetazon/isoniazid	Tiyoasetazon/izoniazid	Тіоацетазон/ізоніазид	تھیو ایسیٹازون/آئیسونائزیڈ	Thioacetazone/isoniazid
+Ticarcillin	FALSE	TRUE	TRUE	FALSE	Ticarcillin	تيكارسيلين	টিকারসিলিন	替卡西林	Tykarcilinu	Ticarcillin	Ticarcilline	Ticarcillin	Ticarcilline	Ticarcillin	Τικαρκιλλίνη	टिकारसिलिन  	Tikarsilin	Ticarcillina	チカルシリン	티카실린	Ticarcillin	Ticarcillin	Ticarcilina	Ticarcilină	Тикарциллин	Ticarcilina	Tikarasilini	Ticarcillin	Ticarcillin	Тикарцилін	ٹیکارسلن	Ticarcillin
+Ticarcillin/beta-lactamase inhibitor	FALSE	TRUE	TRUE	FALSE	Ticarcillin/beta-lactamase inhibitor	تيكارسيلين/مثبط بيتا-لاكتاماز	টিকারসিলিন/বেটা-ল্যাকটামেজ ইনহিবিটার	替卡西林/β-内酰胺酶抑制剂	Tykarcilinu/beta-laktamázy Inhibitor	Ticarcillin/beta-lactamasehæmmer	Ticarcilline/enzymremmer	Tikarsilliini/beeta-laktamaasin estäjä	Ticarcilline/inhib. de bêta-lactamase	Ticarcillin/Beta-Lactamase-Hemmer	Αναστολέας της τικαρκιλλίνης/β-λακταμάσης	टिकारसिलिन/बीटा-लैक्टामेज अवरोधक  	Tikarsilin/penghambat beta-laktamase	Ticarcillina/inib. d. beta-lattamasi	チカルシリン／β-ラクタマーゼ阻害剤	티카실린/베타-락타마제 억제제	Ticarcillin/betalaktamaseinhibitor	Tikarcylina/inhibitor beta-laktamazy	Ticarcilina/inibid. da beta-lactamase	Inhibitor de ticarcilină/beta-lactamază	Тикарциллин/ингибитор бета-лактамазы	Ticarcilina/inhib. de la betalactamasa	Tikarasilini/kizuizi cha beta-laktamasi	Ticarcillin/beta-laktamashämmare	Tikarsilin/beta-laktamaz inhibitörü	Тикарцилін/інгібітор бета-лактамаз	ٹیکارسلن/بیٹا لیکٹامیز انہبیٹر	Ticarcillin/chất ức chế beta-lactamase
+Ticarcillin/clavulanic acid	FALSE	TRUE	TRUE	FALSE	Ticarcillin/clavulanic acid	تيكارسيلين/حمض كلافولانيك	টিকারসিলিন/ক্ল্যাভুলানিক অ্যাসিড	替卡西林/克拉维酸	Ticarcillin/kyselina klavulanová	Ticarcillin/clavulansyre	Ticarcilline/clavulaanzuur	Tikarsilliini/klavulaanihappo	Ticarcilline/acide clavulanique	Ticarcillin/Clavulansäure	Τικαρκιλλίνη/κλαβουλανικό οξύ	टिकारसिलिन/क्लैवुलैनिक अम्ल  	Tikarsilin/asam klavulanat	Ticarcillina/acido clavulanico	チカルシリン／クラブラン酸	티카실린/클라불란산	Ticarcillin/klavulansyre	Tikarcylina/kwas klawulanowy	Ticarcilina/ácido clavulanico	Ticarcilină/acid clavulanic	Тикарциллин/клавулановая кислота	Ticarcilina/ácido clavulánico	Tikarasilini/asidi klavulaniki	Ticarcillin/clavulansyra	Tikarsilin/klavulanik asit	Тикарцилін/клавуланова кислота	ٹیکارسلن/کلاوولینک ایسڈ	Ticarcillin/clavulanic acid
+Tinidazole	FALSE	TRUE	TRUE	FALSE	Tinidazole	تينيدازول	টিনিডাজোল	替尼唑	Tinidazol	Tinidazol	Tinidazol	Tinidatsoli	Tinidazole	Tinidazol	Τινιδαζόλη	टिनिडाज़ोल  	Tinidazol	Tinidazolo	チニダゾール	티니다졸	Tinidazol	Tinidazol	Tinidazole	Tinidazol	Тинидазол	Tinidazol	Tinidazoli	Tinidazol	Tinidazol	Тинідазол	ٹینیڈازول	Tinidazole
+Tobramycin	FALSE	TRUE	TRUE	FALSE	Tobramycin	توبراميسين	টোব্রামাইসিন	妥布霉素	Tobramycin	Tobramycin	Tobramycine	Tobramysiini	Tobramycine	Tobramycin	Τομπραμυκίνη	टोब्रामाइसिन  	Tobramisin	Tobramicina	トブラマイシン	토브라마이신	Tobramycin	Tobramycyna	Tobramycin	Tobramicină	Тобрамицин	Tobramicina	Tobramasini	Tobramycin	Tobramisin	Тобраміцин	ٹوبرامائسن	Tobramycin
+Trimethoprim	TRUE	TRUE	TRUE	FALSE	Trimethoprim	تريميثوبريم	ট্রাইমেথোপ্রিম	三甲氧嘧啶	Trimethoprim	Trimethoprim	Trimethoprim	Trimetopriimi	Triméthoprime	Trimethoprim	Τριµεθοπρίµη	ट्राइमेथोप्रिम  	Trimetoprim	Trimetoprim	トリメトプリム／スルファメトキサゾール	트리메토프림	Trimetoprim	Trimetoprim	Trimethoprim	Trimetoprim	Триметоприм	Trimetoprima	Trimetoprimu	Trimetoprim	Trimetoprim	Триметоприм	ٹریمیٹھوپریم	Trimethoprim
+Trimethoprim/sulfamethoxazole	FALSE	TRUE	TRUE	FALSE	Trimethoprim/sulfamethoxazole	تريميثوبريم/سلفاميثوكسازول	ট্রাইমেথোপ্রিম/সালফামেথক্সাজোল	三甲氧嘧啶/磺胺甲恶唑	Trimethoprim/sulfametoxazol	Trimethoprim/sulfamethoxazol	Cotrimoxazol	Trimetopriimi/sulfametoksatsoli	Triméthoprime/sulfaméthoxazole	Trimethoprim/Sulfamethoxazol	Τριµεθοπρίµη/σουλφαµεθοξαζόλη	ट्राइमेथोप्रिम/सल्फामेथॉक्साज़ोल  	Trimetoprim/sulfametoksazol	Trimetoprim/sulfametossazolo	トリメトプリム／スルファメトキサゾール	트리메토프림/설파메톡사졸	Trimetoprim/sulfametoksazol	Trimetoprim/sulfametoksazol	Trimethoprim/sulfametoxazol	Trimetoprim/sulfametoxazol	Триметоприм/сульфаметоксазол	Trimetoprima/sulfametoxazol	Trimetoprimu/sulfamethoksazoli	Trimetoprim/sulfametoxazol	Trimetoprim/sülfametoksazol	Триметоприм/сульфаметоксазол	ٹریمیٹھوپریم/سلفامیٹھوکسازول	Trimethoprim/sulfamethoxazole
+Troleandomycin	FALSE	TRUE	TRUE	FALSE	Troleandomycin	ترولياندومايسين	ট্রোলিএন্ডোমাইসিন	托拉多霉素	Troleandomycin	Troleandomycin	Troleandomycine	Troleandomysiini	Troleandomycine	Troleandomycin	Τρολεαντομυκίνη	ट्रोलिएंडोमाइसिन  	Troleandomisin	Troleandomicina	トロレアンドマイシン	트롤레안도마이신	Troleandomycin	Troleandomycyna	Troleandomicina	Troleandomicină	Тролеандомицин	Troleandomicina	Troleandomasini	Troleandomycin	Troleandomisin	Тролеандоміцин	ٹرولین ڈومائسن	Troleandomycin
+Trovafloxacin	FALSE	TRUE	TRUE	FALSE	Trovafloxacin	تروفافلوكساسين	ট্রোভাফ্লক্সাসিন	特戊沙星	Trovafloxacin	Trovafloxacin	Trovafloxacine	Trovafloksasiini	Trovafloxacine	Trovafloxacin	Τροβαφλοξασίνη	ट्रोवाफ्लॉक्सासिन  	Trovafloksasin	Trovafloxacin	トロバフロキサシン	트로바플록사신	Trovafloxacin	Trovafloxacin	Trovafloxacin	Trovafloxacină	Тровафлоксацин	Trovafloxacina	Trovafloksasini	Trovafloxacin	Trovafloksasin	Тровафлоксацин	ٹرووافلوکساسن	Trovafloxacin
+Vancomycin	FALSE	TRUE	TRUE	FALSE	Vancomycin	فانكومايسين	ভ্যানকোমাইসিন	唑啉酮	Vankomycin	Vancomycin	Vancomycine	Vankomysiini	Vancomycine	Vancomycin	Βανκομυκίνη	वैनकोमाइसिन  	Vankomisin	Vancomicina	バンコマイシン	반코마이신	Vancomycin	Wankomycyna	Vancomycin	Vancomicină	Ванкомицин	Vancomicina	Vankomasini	Vancomycin	Vankomisin	Ванкоміцин	وینکومائسن	Vancomycin
+Voriconazole	FALSE	TRUE	TRUE	FALSE	Voriconazole	فوريكونازول	ভোরিকোনাজোল	伏立康唑	Vorikonazol	Voriconazol	Voriconazol	Vorikonatsoli	Voriconazole	Voriconazol	Βορικοναζόλη	वोरिकोनाज़ोल  	Vorikonazol	Voriconazolo	ボリコナゾール	보리코나졸	Vorikonazol	Worikonazol	Voriconazol	Voriconazol	Вориконазол	Voriconazol	Vorikonazoli	Vorikonazol	Vorikonazol	Вориконазол	ووریکونازول	Voriconazole
+Aminoglycosides	FALSE	TRUE	TRUE	FALSE	Aminoglycosides	الأمينوغليكوزيدات	অ্যামিনোগ্লাইকোসাইডস	氨基糖苷类	Aminoglykosidy	Aminoglykosider	Aminoglycosiden	Aminoglykosidit	Aminoglycosides	Aminoglykoside	Αμινογλυκοσίδες	अमिनोग्लाइकोसाइड्स  	Aminoglikosida	Aminoglicosidi	アミノグリコシド系抗生物質	아미노글리코사이드	Aminoglykosider	Aminoglikozydy	Aminoglycosides	Aminoglicozide	Аминогликозиды	Aminoglucósidos	Aminoglikosidi	Aminoglykosider	Aminoglikozidler	Аміноглікозиди	امینوگلیکوسائیڈز	Aminoglycoside
+Aminopenicillins	FALSE	TRUE	TRUE	FALSE	Aminopenicillins	الأمينوبنسلينات	অ্যামিনোপেনিসিলিনস	氨苄西林类	Amipeniciliny	Aminopenicilliner	Aminopenicillines	Aminopenisilliinit	Aminopénicillines	Aminopenicilline	Αμινοπενικιλλίνες	एमिनोपेनिसिलिन्स	Aminopenisilin	Aminopenicilline	アミノペニシリン系抗生物質	아미노페니실린	Aminopenicilliner	Aminopenicyliny	Aminopenicilinas	Aminopeniciline	Аминопенициллины	Aminopenicilinas	Aminopenisilini	Aminopenicilliner	Aminopenisilinler	Амінопеніциліни	امینوپینسلنز	Aminopenicillin
+Amphenicols	FALSE	TRUE	TRUE	FALSE	Amphenicols	الأمفينيكولات	অ্যামফেনিকলস	安息香醇	Amfenikoly	Amphenicoler	Amfenicolen	Amfenikolit	Amphénicols	Amphenicole	Αμφενικόλες	एम्फेनिकोल्स  	Amfenikol	Amphenicols	アンフェニコール	암페니콜	Amfenikoler	Amfenikol	Anfenicóis	Amfenicoli	Амфениколы	Anfenicoles	Amfenikoli	Amfenikoler	Amphenicols	Амфеніколи	ایمفینیکولز	Amphenicol
+Antifungals	FALSE	TRUE	TRUE	FALSE	Antifungals	مضادات الفطريات	অ্যান্টিফাঙ্গালস	抗真菌药	Antimykotika	Antimykotika	Antischimmelmiddelen	Sienilääkkeet	Antifongiques	Antimykotika	Αντιμυκητιασικά	प्रतिफफूंद	Antijamur	Antifungini	抗真菌剤	항진균제	Soppdrepende midler	Środki przeciwgrzybicze	Antifúngicos	Antifungice	Противогрибковые	Antifúngicos	Dawa za kuua kuvu	Antimykotika	Antifungaller	Протигрибкові	فنگس مخالف ادویات	Thuốc chống nấm
+Antifungals/antimycotics	FALSE	TRUE	TRUE	FALSE	Antifungals/antimycotics	مضادات الفطريات/الفطريات المُمرِضة	অ্যান্টিফাঙ্গালস/অ্যান্টিমাইকোটিকস	抗真菌药/抗真菌药	Antimykotika/antimykotika	Antimykotika/antimykotika	Antifungica/antimycotica	Sienilääkkeet/antimykootit	Antifongiques/antimycotiques	Antimykotika/Antimykotika	Αντιμυκητιασικά/αντιμυκητιασικά	प्रतिफफूंद/प्रतिमाइकोटिक्स  	Antijamur/antimikotik	Antifungini/antimicotici	抗真菌剤／抗真菌剤	항진균제/항진균성약물	Soppdrepende midler/antimykotika	Środki przeciwgrzybicze/przeciwmikotyczne	Antifúngicos/antimicóticos	Antifungice/antimicrotice	Противогрибковые препараты/антимикотики	Antifúngicos/antimicóticos	Dawa za kuua kuvu/antimaikoti	Antimykotika/antimykotika	Antifungaller/antimikotikler	Протигрибкові засоби/антимікотики	فنگس/اینٹی مائیکوٹک	Thuốc chống nấm/kháng nấm
+Antimycobacterials	FALSE	TRUE	TRUE	FALSE	Antimycobacterials	مضادات الفطريات الحمضية المقاومة	অ্যান্টিমাইকোব্যাকটেরিয়ালস	抗霉菌素类	Antimykobakteriální látky	Antimycobakterier	Antimycobacteriele middelen	Antimykobakteerit	Antimycobactériens	Antimykobakterielle Mittel	Αντιμυκοβακτηριακά	प्रतिमाइकोबैक्टीरियल्स  	Antimikobakteri	Antimicobatterici	抗マイコバクテリア薬	항항산균제	Antimykobakterielle midler	Środki przeciwgrzybicze	Antimycobacterials	Antimicobacteriene	Антимикобактериальные препараты	Antimicrobianos	Dawa dhidi ya mykobakteria	Antimykobakterier	Antimikobakteriyeller	Засоби, що діють на мікобактерії	اینٹی مائیکوبیکٹیریل	Thuốc chống trực khuẩn kháng axit
+Beta-lactams/penicillins	FALSE	TRUE	TRUE	FALSE	Beta-lactams/penicillins	البيتا-لاكتامات/البنسلينات	বেটা-ল্যাকটামস/পেনিসিলিনস	β-内酰胺类/青霉素类	Beta-laktamy/peniciliny	Beta-lactamer/penicilliner	Beta-lactams/penicillines	Beetalaktaamit/penisilliinit	Bêta-lactamines/pénicillines	Beta-Lactame/Penicilline	Β-λακτάμες/πενικιλλίνες	बीटा-लैक्टाम्स/पेनिसिलिन्स  	Beta-laktam/penisilin	Beta-lattami/penicilline	β-ラクタム系／ペニシリン系抗菌薬	베타-락탐/페니실린	Betalaktamer/penicilliner	Beta-laktamy/penicyliny	Beta-lactâmicas/penicilinas	Beta-lactame/peniciline	Бета-лактамы/пенициллины	Beta-lactámicos/penicilinas	Betalaktamu/penisilini	Beta-laktamer/penicilliner	Beta-laktamlar/penisilinler	Бета-лактами/пеніциліни	بیٹا لیکٹمز/پینسلنز	Beta-lactam/penicillin
+Betalactams	FALSE	TRUE	TRUE	FALSE	Betalactams	البيتا-لاكتامات	বেটা-ল্যাকটামস	β-内酰胺类	Beta-laktamy	Beta-lactamer	Beta-lactams	Beetalaktaamit	Bêta-lactamines	Beta-Lactame	Β-λακτάμες	बीटा-लैक्टाम्स	Beta-laktam	Beta-lattami	β-ラクタム系抗菌薬	베타-락탐	Betalaktamer	Beta-laktamy	Beta-lactâmicas	Beta-lactame	Бета-лактамы	Beta-lactámicos	Betalaktamu	Betalaktamer	Beta-laktamlar	Бета-лактами	بیٹا لیکٹمز	Beta-lactam
+Carbapenems	FALSE	TRUE	TRUE	FALSE	Carbapenems	الكاربابينيمات	কার্বাপেনেমস	碳青霉烯类	Karbapenemy	Carbapenemer	Carbapenems	Karbapeneemit	Carbapénèmes	Carbapeneme	Καρβαπενέμες	कार्बापेनेम्स	Karbapenem	Carbapenemi	カルバペネム系抗生物質	카르바페넴	Carbapenemer	Karbapenemy	Carbapenêmicos	Carbapeneme	Карбапенемы	Carbapenémicos	Karbapenemu	Carbapenemer	Karbapenemler	Карбапенеми	کارباپینیمز	Carbapenem
+Cephalosporins	FALSE	TRUE	TRUE	FALSE	Cephalosporins	السيفالوسبورينات	সেফালোসপরিনস	头孢菌素类	Cefalosporiny	Cefalosporiner	Cefalosporines	Kefalosporiinit	Céphalosporines	Cephalosporine	Κεφαλοσπορίνες	सेफालोस्पोरिन्स  	Sefalosporin	Cefalosporine	セファロスポリン	세팔로스포린	Cefalosporiner	Cefalosporyny	Cefalosporinas	Cefalosporine	Цефалоспорины	Cefalosporinas	Sefalosporini	Kefalosporiner	Sefalosporinler	Цефалоспорини	سیفالوسپورنز	Cephalosporin
+Cephalosporins (1st gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (1st gen.)	السيفالوسبورينات (الجيل الأول)	সেফালোসপরিনস (১ম প্রজন্ম)	头孢菌素类（第一代）	Cefalosporiny (1. gen.)	Cefalosporiner (1. gen.)	Cefalosporines (1e gen.)	Kefalosporiinit (1. suk.)	Céphalosporines (1ère génération)	Cephalosporine (1. Gen.)	Κεφαλοσπορίνες (1ου γένους)	सेफालोस्पोरिन्स (प्रथम पीढ़ी)  	Sefalosporin (generasi 1)	Cefalosporine (1° gen.)	セファロスポリン系抗生物質（第1世代）	세팔로스포린 (1세대)	Cefalosporiner (1. generasjon)	Cefalosporyny (1. gen.)	Cefalosporinas (1º género)	Cefalosporine (prima generație)	Цефалоспорины (1-го пок.)	Cefalosporinas (1er gen.)	Sefalosporini (kizazi cha 1)	Kefalosporiner (första gen.)	Sefalosporinler (1. kuşak)	Цефалоспорини (1 пок.)	سیفالوسپورنز (پہلی نسل)	Cephalosporin (thế hệ 1)
+Cephalosporins (2nd gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (2nd gen.)	السيفالوسبورينات (الجيل الثاني)	সেফালোসপরিনস (২য় প্রজন্ম)	头孢菌素类（第二代）	Cefalosporiny (2. gen.)	Cefalosporiner (2. gen.)	Cefalosporines (2e gen.)	Kefalosporiinit (2. suk.)	Céphalosporines (2ème génération)	Cephalosporine (2. Gen.)	Κεφαλοσπορίνες (2ο γένος)	सेफालोस्पोरिन्स (द्वितीय पीढ़ी)  	Sefalosporin (generasi 2)	Cefalosporine (2° gen.)	セファロスポリン（第2世代）	세팔로스포린 (2세대)	Cefalosporiner (2. generasjon)	Cefalosporyny (2. gen.)	Cefalosporinas (2ª gen.)	Cefalosporine (a doua generație)	Цефалоспорины (2-го пок.)	Cefalosporinas (2do gen.)	Sefalosporini (kizazi cha 2)	Kefalosporiner (andra gen.)	Sefalosporinler (2. kuşak)	Цефалоспорини (2 пок.)	سیفالوسپورنز (دوسری نسل)	Cephalosporin (thế hệ 2)
+Cephalosporins (3rd gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (3rd gen.)	السيفالوسبورينات (الجيل الثالث)	সেফালোসপরিনস (৩য় প্রজন্ম)	头孢菌素类（第三代）	Cefalosporiny (3. gen.)	Cefalosporiner (3. gen.)	Cefalosporines (3e gen.)	Kefalosporiinit (3. suk.)	Céphalosporines (3ème génération)	Cephalosporine (3. Gen.)	Κεφαλοσπορίνες (3ο γένος)	सेफालोस्पोरिन्स (तृतीय पीढ़ी)  	Sefalosporin (generasi 3)	Cefalosporine (3° gen.)	セファロスポリン（第3世代）	세팔로스포린 (3세대)	Cefalosporiner (3. generasjon)	Cefalosporyny (3 gen.)	Cefalosporinas (3ª gen.)	Cefalosporine (a treia generație)	Цефалоспорины (3-го пок.)	Cefalosporinas (3er gen.)	Sefalosporini (kizazi cha 3)	Kefalosporiner (tredje gen.)	Sefalosporinler (3. kuşak)	Цефалоспорини (3 пок.)	سیفالوسپورنز (تیسری نسل)	Cephalosporin (thế hệ 3)
+Cephalosporins (4th gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (4th gen.)	السيفالوسبورينات (الجيل الرابع)	সেফালোসপরিনস (৪র্থ প্রজন্ম)	头孢菌素类（第四代）	Cefalosporiny (4. gen.)	Cefalosporiner (4. gen.)	Cefalosporines (4e gen.)	Kefalosporiinit (4. suk.)	Céphalosporines (4ème génération)	Cephalosporine (4. Gen.)	Κεφαλοσπορίνες (4ο γένος)	सेफालोस्पोरिन्स (चतुर्थ पीढ़ी)  	Sefalosporin (generasi 4)	Cefalosporine (4° gen.)	セファロスポリン（第4世代）	세팔로스포린 (4세대)	Cefalosporiner (4. generasjon)	Cefalosporyny (4 gen.)	Cefalosporinas (4.ª gen.)	Cefalosporine (a 4-a generație)	Цефалоспорины (4-го пок.)	Cefalosporinas (4ª gen.)	Sefalosporini (kizazi cha 4)	Kefalosporiner (4:e gen.)	Sefalosporinler (4. kuşak)	Цефалоспорини (4 пок.)	سیفالوسپورنز (چوتھی نسل)	Cephalosporin (thế hệ 4)
+Cephalosporins (5th gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (5th gen.)	السيفالوسبورينات (الجيل الخامس)	সেফালোসপরিনস (৫ম প্রজন্ম)	头孢菌素（第五代）	Cefalosporiny (5. gen.)	Cefalosporiner (5. gen.)	Cefalosporines (5e gen.)	Kefalosporiinit (5. suk.)	Céphalosporines (5e gén.)	Cephalosporine (5. Gen.)	Κεφαλοσπορίνες (5ο γένος)	सेफालोस्पोरिन्स (पंचम पीढ़ी)  	Sefalosporin (generasi 5)	Cefalosporine (5° gen.)	セファロスポリン（第5世代）	세팔로스포린 (5세대)	Cefalosporiner (5. generasjon)	Cefalosporyny (5. gen.)	Cefalosporinas (5.ª gen.)	Cefalosporine (a 5-a generație)	Цефалоспорины (5-го пок.)	Cefalosporinas (5º gen.)	Sefalosporini (kizazi cha 5)	Kefalosporiner (5:e gen.)	Sefalosporinler (5. kuşak)	Цефалоспорини (5 пок.)	سیفالوسپورنز (پانچویں نسل)	Cephalosporin (thế hệ 5)
+Cephalosporins (unclassified gen.)	FALSE	TRUE	TRUE	FALSE	Cephalosporins (unclassified gen.)	السيفالوسبورينات (غير مصنفة حسب الجيل)	সেফালোসপরিনস (অশ্রেণীবদ্ধ)	头孢菌素类（未分类的一代）	Cefalosporiny (nezařazené)	Cefalosporiner (uklassificeret gen.)	Cefalosporines (ongeclassificeerd)	Kefalosporiinit (luokittelematon suk.)	Céphalosporines (genre non classifié)	Cephalosporine (unklassifiziert)	Κεφαλοσπορίνες (μη ταξινομημένο γένος)	सेफालोस्पोरिन्स (अवर्गीकृत)  	Sefalosporin (tidak diklasifikasikan)	Cefalosporine (gen. non classificato)	セファロスポリン（未分類の世代）	세팔로스포린 (분류되지 않음)	Cefalosporiner (uklassifisert generasjon)	Cefalosporyny (niesklasyfikowana gen.)	Cefalosporinas (não classificado gen.)	Cefalosporine (generație neclasificată)	Цефалоспорины (неклассифицированный род)	Cefalosporinas (gen. no clasificado)	Sefalosporini (kizazi kisichojulikana)	Kefalosporiner (oklassificerad gen.)	Sefalosporinler (sınıflandırılmamış nesil)	Цефалоспорини (некласифікованого пок.)	سیفالوسپورنز (غیر درجہ بند)	Cephalosporin (chưa phân loại)
+Fluoroquinolones	FALSE	TRUE	TRUE	FALSE	Fluoroquinolones	الفلوروكينولونات	ফ্লুরোকুইনোলোনস	氟喹诺酮类	Fluorochinolony	Fluorokinoloner	Fluoroquinolonen	Fluorokinolonit	Fluoroquinolones	Fluorochinolone	Φθοριοκινολόνες	फ्लुओरोक्विनोलोन्स	Fluorokuinolon	Fluorochinoloni	フルオロキノロン	플루오로퀴놀론	Fluorokinoloner	Fluorochinolony	Fluoroquinolonas	Fluoroquinolone	Фторхинолоны	Fluoroquinolonas	Fluorokinoloni	Fluorokinoloner	Fluorokinolonlar	Фторхінолони	فلوروقینولونز	Fluoroquinolone
+Glycopeptides	FALSE	TRUE	TRUE	FALSE	Glycopeptides	الغلایكوبيبتيدات	গ্লাইকোপেপ্টাইডস	糖肽类药物	Glykopeptidy	Glykopeptider	Glycopeptiden	Glykopeptidit	Glycopeptides	Glykopeptide	Γλυκοπεπτίδια	ग्लाइकोपेप्टाइड्स  	Glikopeptida	Glicopeptidi	糖ペプチド系	글리코펩타이드	Glykopeptider	Glikopeptydy	Glycopeptides	Glicopeptide	Гликопептиды	Glicopéptidos	Glikopeptidi	Glykopeptider	Glikopeptitler	Глікопептиди	گلیکوسیپیپٹائیڈز	Glycopeptide
+Isoxazolylpenicillins	FALSE	TRUE	TRUE	FALSE	Isoxazolylpenicillins	الإيزوكسازوليل بنسلينات	আইসোক্সাজোলিলপেনিসিলিনস	异恶唑青霉素类	Isoxazolylpeniciliny	Isoxazolylpenicilliner	Isoxazolylpenicillines	Isoxatsolyyli-penisilliinit	Isoxazolylpénicillines	Isoxazolylpenicilline	Ισοξαζολυλοπενικιλλίνες	आइसॉक्साज़ोलिलपेनिसिलिन्स	Isoxazolilpenisilin	Isoxazolilpenicilline	イソキサゾリルペニシリン	아이속사졸릴페니실린	Isoxazolylpenicilliner	Isoxazolylpenicyliny	Isoxazolilpenicilinas	Isoxazolilpeniciline	Изоксазолилпенициллины	Isoxazolilpenicilinas	Isoxazolilpenisilini	Isoxazolylpenicilliner	Isoxazolilpenisilinler	Ізоксазолілпеніциліни	آئیسوکسازولیل پینسلنز	Isoxazolylpenicillin
+Lincosamides	FALSE	TRUE	TRUE	FALSE	Lincosamides	اللينكوزاميدات	লিনকোসামাইডস	林可酰胺类	Linkosamidy	Lincosamider	Lincosamiden	Linkosamidit	Lincosamides	Linkosamide	Λινκοσαμίδια	लिंकोसैमाइड्स  	Linkosamida	Lincosamidi	リンコサミド系	린코사마이드	Lincosamider	Linkozamidy	Lincosamidas	Lincosamide	Линкозамиды	Lincosamidas	Linkosamidi	Linkosamider	Linkozamidler	Лінкозаміди	لنکوسامائیڈز	Lincosamide
+Lipoglycopeptides	FALSE	TRUE	TRUE	FALSE	Lipoglycopeptides	اللیبوغلايكوبيبتيدات	লিপোগ্লাইকোপেপ্টাইডস	脂肽类药物	Lipoglykoproteidy	Lipoglykoproteider	Lipoglycopeptiden	Lipoglykoproteiinit	Lipoglycopeptides	Lipoglykoproteide	Λιπογλυκοπεπτίδια	लिपोग्लाइकोपेप्टाइड्स  	Lipoglikopeptida	Lipoglicopeptidi	リポグリコペプチド系	리포글리코펩타이드	Lipoglykoproteider	Lipoglikopeptydy	Lipoglycopeptides	Lipoglicopeptide	Липогликопептиды	Lipoglicopéptidos	Lipoglikopeptidi	Lipoglykoproteider	Lipoglikopeptitler	Ліпоглікопептиди	لیپوگلیکوسیپیپٹائیڈز	Lipoglycopeptide
+Macrolides	FALSE	TRUE	TRUE	FALSE	Macrolides	الماكروليدات	ম্যাক্রোলাইডস	大环内酯类	Makrolidy	Makrolider	Macroliden	Makrolidit	Macrolides	Makrolide	Μακρολίδια	मैक्रोलाइड्स  	Macrolida	Macrolidi	マクロライド系	마크로라이드	Makrolider	Makrolidy	Macrolides	Macrolide	Макролиды	Macrólidos	Makrolidi	Makrolider	Makrolidler	Макроліди	میکرولائیڈز	Macrolide
+Macrolides/lincosamides	FALSE	TRUE	TRUE	FALSE	Macrolides/lincosamides	الماكروليدات/اللينكوزاميدات	ম্যাক্রোলাইডস/লিনকোসামাইডস	大环内酯类/林可酰胺类	Makrolidy/linkosamidy	Makrolider/lincosamider	Macroliden/lincosamiden	Makrolidit/linkosamidit	Macrolides/lincosamides	Makrolide/Linkosamide	Μακρολίδια/λινκοσαμίδια	मैक्रोलाइड्स/लिंकोसैमाइड्स  	Macrolida/linkosamida	Macrolidi/lincosamidi	マクロライド系/リンコサミド系	마크로라이드/린코사마이드	Makrolider/lincosamider	Makrolidy/linkozamidy	Macrolides/lincosamidas	Macrolide/lincosamide	Макролиды/линкозамиды	Macrólidos/lincosamidas	Makrolidi/linkosamidi	Makrolider/linkosamider	Makrolidler/linkozamidler	Макроліди/лінкозаміди	میکرولائیڈز/لنکوسامائیڈز	Macrolide/lincosamide
+Monobactams	FALSE	TRUE	TRUE	FALSE	Monobactams	المونوباكتامات	মনোব্যাকটামস	单环β-内酰胺类	Monobaktamy	Monobaktamer	Monobactams	Monobaktaamit	Monobactames	Monobactame	Μονοβακτάμες	मोनोबैक्टैम्स	Monobaktam	Monobattami	モノバクタム系抗生物質	모노박탐	Monobaktamer	Monobaktamy	Monobactâmicos	Monobactame	Монобактамы	Monobactámicos	Monobaktamu	Monobaktamer	Monobaktamlar	Монобактами	مونو بیکٹمز	Monobactam
+Nitrofurans	FALSE	TRUE	TRUE	FALSE	Nitrofurans	النيتروفورانات	নাইট্রোফিউরানস	硝基呋喃类	Nitrofurane	Nitrofurans	Nitrofuranen	Nitrofuraanit	Nitrofuranes	Nitrofuran	Nιτροφουράνια	नाइट्रोफ्यूरैंस  	Nitrofuran	Nitrofuranos	ニトロフラン	니트로푸란	Nitrofurans	Nitrofurany	Nitrofuranos	Nitrofurani	Нитрофураны	Nitrofuranos	Nitrofurani	Nitrofurans	Nitrofuranlar	Нітрофурани	نائٹروفیورانز	Nitrofuran
+Other antibacterials	FALSE	TRUE	TRUE	FALSE	Other antibacterials	مضادات بكتيرية أخرى	অন্যান্য অ্যান্টিব্যাকটেরিয়ালস	其他抗菌剂	Ostatní antibakteriální látky	Andre antibakterielle stoffer	Overige antibiotica	Muut antibakteeriset aineet	Autres antibactériens	Andere Antibiotika	Άλλα αντιβακτηριακά	अन्य प्रतिजैविक  	Antibakteri lainnya	Altri antibatterici	その他の抗菌薬	기타 항균제	Andre antibakterielle midler	Inne środki przeciwbakteryjne	Outros antibacterianos	Alte antibacteriene	Другие антибактериальные препараты	Otros antibacterianos	Dawa zingine za kuua bakteria	Andra antibakteriella medel	Diğer antibakteriyeller	Інші антибактеріальні засоби	دیگر اینٹی بیکٹیریلز	Các thuốc kháng khuẩn khác
+Oxazolidinones	FALSE	TRUE	TRUE	FALSE	Oxazolidinones	الأوكسازوليدينونات	অক্সাজোলিডিনোনস	恶唑烷酮类	Oxazolidinone	Oxazolidinones	Oxazolidinonen	Oxazolidinonit	Oxazolidinones	Oxazolidinone	Οξαζολιδινόνες	ऑक्साज़ोलिडिनोन्स  	Oksazolidinon	Oxazolidinonas	オキサゾリジノン	옥사졸리디논	Oxazolidinones	Oksazolidynony	Oxazolidinonas	Oxazolidinone	Оксазолидиноны	Oxazolidinonas	Oxazolidinoni	Oxazolidinones	Oxazolidinonlar	Оксазолідинони	اوکسا زولڈی نونز	Oxazolidinone
+Penicillins	FALSE	TRUE	TRUE	FALSE	Penicillins	البنسلينات	পেনিসিলিনস	青霉素类	Пенициллины	Penicillins	Penicillines	Penisilliinit	Pénicillines	Penicillins	Πενικιλίνες	पेनिसिलिन्स  	Penisilin	Penicilinas	ペニシリン	페니실린	Penicillins	Penicyliny	Penicilinas	Peniciline	Пенициллины	Penicilinas	Penisilini	Penicillins	Penisilinler	Пеніциліни	پینسلن	Penicillin
+Phenicols	FALSE	TRUE	TRUE	FALSE	Phenicols	الفينيكولات	ফেনিকলস	酚类抗生素	Phenikoly	Fenicoler	Fenicols	Fenikolit	Phénicols	Phenicol	Φαινικόλες	फेनिकोल्स	Fenikol	Fenicoli	フェニコール	페니콜	Fenicoler	Fenikole	Fenicóis	Fenicoli	Фениколы	Fenicoles	Fenikoli	Fenicoler	Fenikoller	Фенікони	فینیکولز	Phenicols
+Polymyxins	FALSE	TRUE	TRUE	FALSE	Polymyxins	البوليميكسينات	পলিমিক্সিনস	多粘菌素类	Polymyxiny	Polymyxiner	Polymyxines	Polymysiinit	Polymyxines	Polymyxine	Πολυμυξίνες	पॉलीमिक्सिन्स  	Polimiksin	Polimixine	ポリミキシン	폴리믹신	Polymyxiner	Polimyksyny	Polimixinas	Polimixine	Полимиксины	Polimixinas	Polimiksini	Polymyxiner	Polimiksinler	Поліміксини	پولی مائکسینز	Polymyxin
+Quinolones	FALSE	TRUE	TRUE	FALSE	Quinolones	الكوينولونات	কুইনোলোনস	喹诺酮类	Chinolony	Kinoloner	Quinolonen	Kinolonit	Quinolones	Quinolone	Κινολόνες	क्विनोलोन्स  	Kuinalon	Chinoloni	キノロン	퀴놀론	Kinoloner	Quinolony	Quinolones	Quinolone	Хинолоны	Quinolonas	Kinoloni	Kinoloner	Kinolonlar	Хінолони	کوئنولونز	Quinolone
+Rifamycins	FALSE	TRUE	TRUE	FALSE	Rifamycins	الريفاميسينات	রিফামাইসিনস	利福霉素类	Rifamycine	Rifamycins	Rifamycinen	Rifamysiinit	Rifamycines	Rifamycine	Ριφαμυκίνες	रिफामाइसिन्स  	Rifamisin	Rifamicinas	リファマイシン	리팜이신	Rifamycins	Rifamycyny	Rifamycinas	Rifamicine	Рифамицины	Rifamicinas	Rifamasini	Rifamycins	Rifamisinler	Рифаміцини	ریفامائسنز	Rifamycin
+Streptogramins	FALSE	TRUE	TRUE	FALSE	Streptogramins	الستربتوغرامينات	স্ট্রেপ্টোগ্রামিনস	链阳性菌素类	Streptogramine	Streptogramins	Streptograminen	Streptogramiinit	Streptogramines	Streptogramine	Στρεπτογραμίνες	स्ट्रेप्टोग्रामिन्स  	Streptogramin	Estreptograminas	ストレプトグラミン	스트렙토그라민	Streptogramins	Streptograminy	Streptograminas	Streptogramine	Стрептограмин	Estreptograminas	Streptogramini	Streptogramins	Streptograminler	Стрептограмини	سٹریپٹوگرامنز	Streptogramin
+Sulfonamides	FALSE	TRUE	TRUE	FALSE	Sulfonamides	السلفوناميدات	সালফোনামাইডস	磺胺类药物	Sulfonamidy	Sulfonamider	Sulfonamiden	Sulfonamidit	Sulfamides	Sulfonamide	Σουλφοναμίδες	सल्फोनामाइड्स	Sulfonamid	Sulfonamidi	スルホンアミド	설폰아마이드	Sulfonamider	Sulfonamidy	Sulfonamidas	Sulfonamide	Сульфаниламиды	Sulfonamidas	Sulfonamidi	Sulfonamider	Sülfonamidler	Сульфонаміди	سلفونامائیڈز	Sulfonamide
+Tetracyclines	FALSE	TRUE	TRUE	FALSE	Tetracyclines	التتراسيكلينات	টেট্রাসাইক্লিনস	四环素类	Тетрациклины	Tetracyclines	Tetracyclines	Tetrasykliinit	Tétracyclines	Tetracyclines	Τετρακυκλίνες	टेट्रासाइक्लिन्स  	Tetrasiklin	Tetraciclinas	テトラサイクリン	테트라사이클린	Tetracyclines	Tetracykliny	Tetraciclinas	Tetracicline	Тетрациклины	Tetraciclinas	Tetrasiklini	Tetracyclines	Tetrasiklinler	Тетрацикліни	ٹیٹراسائکلینز	Tetracycline
+Trimethoprims	FALSE	TRUE	TRUE	FALSE	Trimethoprims	التريميثوبريمات	ট্রাইমেথোপ্রিমস	甲氧苄啶类	Триметопримы	Trimethoprim	Trimethoprims	Trimetoprimiinit	Triméthoprimes	Trimethoprims	Τριμεθοπρίμη	ट्राइमेथोप्रिम्स  	Trimetoprim	Trimetoprimas	トリメトプリム	트리메토프림	Trimethoprims	Trimetoprimy	Trimetoprimas	Trimethoprim	Триметопримы	Trimetoprimas	Trimetoprimu	Trimethoprims	Trimetoprimler	Триметоприми	ٹریمیٹھوپریمز	Trimethoprim
+Ureidopenicillins	FALSE	TRUE	TRUE	FALSE	Ureidopenicillins	يورييدوبنسلينات	ইউরিডোপেনিসিলিনস	脲基青霉素类	Уреидопенициллины	Ureidopenicillins	Ureidopenicillines	Ureidopenisilliinit	Uréidopénicillines	Ureidopenicillins	Ουρεϊδοπενικιλίνες	यूरीडोपेनिसिलिन्स  	Ureidopenisilin	Ureidopenicilinas	ウレイドペニシリン	우레이도페니실린	Ureidopenicillins	Ureidopenicyliny	Ureidopenicilinas	Ureidopeniciline	Уреидопенициллины	Ureidopenicilinas	Ureidopenisilini	Ureidopenicillins	Ureidopenisilinler	Уреїдопеніциліни	یوریڈو پینسلنز	Ureidopenicillin
+aquatic|fish	FALSE	FALSE	FALSE	FALSE	aquatic|fish	أسماك|مائية	জলজ|মাছ	水生|条鱼|鱼	vodní|ryba|ryby	akvatisk|fisk	aquatisch|vis|vissen	vesieliö|kala|kalaa	aquatique|poisson|poissons	wasser|fisch|fische	υδρόβια|ψάρι|ψάρια	जलीय|मछली  	akuatik|ikan	acquatico|pesce|pesci	アクアティック|1匹|魚	수생|물고기	akvatisk|fisk	wodny|ryba|ryby	aquático|peixe|peixes	acvatic|pește|pești	водные|рыба|рыбы	acuático|pez|peces	samaki|maji	vattenlevande|fisk|fiskar	sucul|balık	водний|риба|рибки	مائی|مچھلی	thủy sinh|cá
+cattle|bovine	FALSE	FALSE	FALSE	FALSE	cattle|bovine	أبقار|ماشية	গবাদি পশু|গরু	牛|牛	skot	kvæg	vee|rund	karja|nauta	bovins|bovin	rinder	βοοειδή	गाय-बैल|गोवंशीय  	sapi|sapi	bovini|bovino	牛|ウシ	소|우류	storfe|storfe	bydło|bydło	bovinos|bovino	bovine|bovine	крупный рогатый скот|крупный рогатый скот	bovino|bovino	ng'ombe	nötkreatur|nötkreatur	sığır|büyükbaş hayvan	велика рогата худоба|бичачий	مویشی|گائے	bò|gia súc
+cat|cats|feline	FALSE	FALSE	FALSE	FALSE	cat|cats|feline	قط|قطط|سنوري	বিড়াল|বিড়ালরা|ফেলাইন	猫|猫|猫科动物	kočka|kočky|kočky	kat|katte|kat	kat|katten|katachtig	kissa|kissat|kissa	chat|chats|félin	katze|katzen	γάτα|γάτες|αιλουροειδή	बिल्ली|फीलाइन  	kucing|kucing|felin	gatto|gatti|felino	猫|猫|ネコ	고양이|고양이들|고양잇과	katt	kot|koty	gato|gatos|felino	pisică|pisici|felină	кошка|кошки|кошка	gato|gatos|felino	paka	katt|katter|kattdjur	kedi|kediler|kedi	кіт|коти|котячий	بلی|بلیاں|فیلائن	mèo|loài mèo
+dog|dogs|canine	FALSE	FALSE	FALSE	FALSE	dog|dogs|canine	كلب|كلاب|كلبي	কুকুর|কুকুররা|ক্যানাইন	狗|狗|犬类	pes|psi|psí	hund|hunde	hond|honden	koira|koirat|koira	chien|canine	hund|hunde|hund	σκύλος|σκύλοι|σκύλος	कुत्ता|कैनाइन  	anjing|anjing|kanin	cane|cani|canino	犬|犬|イヌ	개|개들|개과	hund	pies|psy|pies	cão|cães|canino	câine|câini|canin	собака|собаки|собака	perro|perros|canino	mbwa	hund|hundar	köpek|köpekler	пес|собаки|собачий	کتا|کتے|کینائن	chó|loài chó
+horse|horses|equine	FALSE	FALSE	FALSE	FALSE	horse|horses|equine	حصان|خيول|خيلي	ঘোড়া|ঘোড়ারা|ইকুইন	马|马|马	kůň|koně|koně	hest|heste	paard|paarden	hevonen|hevoset|hevoset	cheval|chevaux|équine	pferd|pferde	άλογο|άλογα|ιπποειδή	घोड़ा|इक्वाइन  	kuda|kuda|ekuin	cavallo|cavalli|equino	馬|馬|馬	말|말들|말과	hest	koń|konie|koń	cavalo|cavalos|equinos	cal|cai|ecvideu	лошадь|лошади|лошадь	caballo|caballos|equino	farasi	häst|hästar|häst	at|atlar|atçılık	кінь|коні|конячий	گھوڑا|گھوڑے|ایکوائن	ngựa|loài ngựa
+bird|birds|poultry	FALSE	FALSE	FALSE	FALSE	bird|birds|poultry	طائر|طيور|دواجن	পাখি|পাখিরা|পোলট্রি	鸟类|鸟类|家禽	ptáci|ptáci|drůbež	fugl|fugle|fjerkræ	vogel|vogels|pluimvee	lintu|linnut|siipikarja	oiseaux|oiseaux|volaille	vogel|vögel|geflügel	πουλιά|πουλιά|πουλερικά	पक्षी|मुर्गीपालन  	burung|burung|unggas	uccello|uccelli|pollame	鳥|鳥|家禽	새|새들|가금류	fugl|fugler|fjørfe	ptak|ptaki|drób	aves|aves|aves de capoeira	pasăre|păsări|păsări de curte	птица|птицы|домашняя птица	aves|aves|aves de corral	ndege|kuku	fågel|fåglar|fjäderfä	kuş|kuşlar|kümes hayvanları	птах|птахів|птиця	پرندہ|پرندے|مرغی	chim|gia cầm
+swine|swines	FALSE	FALSE	FALSE	FALSE	swine|swines	خنزير|خنازير	শূকর|শূকররা	猪|猪	prasata|prasata	svin	varken|varkens	sika|sikaa	porcine|porcs	schwein|schweine	χοίροι|χοίροι	सूअर  	babi|babi	suino|suini	豚|豚|頭	돼지|돼지들	svin	trzoda chlewna|świnie	suínos	porc|porcine	свинья|свиньи	porcino|porcinos	nguruwe	svin	domuz|domuz	свиня|свині	سور|سور	pig|lợn
+camel|camels|camelid	FALSE	FALSE	FALSE	FALSE	camel|camels|camelid	جمل|جمال|جمالي	উট|উটেরা|ক্যামেলিড	骆驼|骆驼|骆驼科	velbloud|velbloudi|velbloudí	kamel|kameler|kamelid	kameel|kamelen|kameelachtig	kameli|kamelit|kamelidi	chameau|chameaux|camélidé	Kamel|Kamele|Kameliden	καμήλα|καμήλες|καμηλίδιο	ऊँट|कैमेलिड  	unta|unta|camelid	cammello|camelli|camelide	ラクダ|ラクダ|ラクダ科	낙타|낙타들|낙타과	kamel|kameler|kamelid	wielbłąd|wielbłądy|wielbłądowate	camelo|camelos|camelídeo	camel|cămila|camelidă	верблюд|верблюды|верблюдовые	camello|camellos|camélido	ngamia	kamel|kameler|kamelid	deve|develer|devegiller	верблюд|верблюди|верблюдовий	اونٹ|اونٹ|کیمیلیڈ	lạc đà|loài lạc đà
+deer|deers|cervine	FALSE	FALSE	FALSE	FALSE	deer|deers|cervine	غزال|غزلان|غزالي	হরিণ|হরিণেরা|সারভাইন	鹿|鹿|鹿科	jelen|jeleni|jelení	hjort|hjorte|hjortedyr	hert|herten|hertachtig	peura|peurat|peura	cerf|cerfs|cervidé	Hirsch|Hirsche|Hirschartige	ελάφι|ελάφια|ελαφίδι	हिरण|सर्विड  	rusa|rusa|cervid	cervo|cervi|cervino	鹿|鹿|鹿科	사슴|사슴들|사슴과	hjort|hjorter|hjortedyr	jelen|jelenie|jeleniowate	cervo|cervos|cervídeo	cer|cerbi|cervină	олень|олени|оленевые	ciervo|ciervos|cervino	mbawala	hjort|hjortar|hjortdjur	geyik|geyikler|geyikgiller	олень|олені|оленячий	ہرن|ہرن|سرویئن	hươu|loài hươu
+donkey|donkeys|asinine	FALSE	FALSE	FALSE	FALSE	donkey|donkeys|asinine	حمار|حمير|حماري	গাধা|গাধারা|অ্যাসাইন	驴|驴|驴科	osel|osli|oslovitý	æsel|æsler|æselagtig	ezel|ezels|ezelachtig	aasi|aasit|aasimainen	âne|ânes|asinin	Esel|Esel|asinisch	γάιδαρος|γάιδαροι|γαιδουρίνο	गधा|असिनाइन  	gajah|gajah|asin	asino|asini|asinino	ロバ|ロバ|ロバ科	당나귀|당나귀들|당나귀과	esel|esler|eselaktig	osioł|osły|osiołowate	burro|burros|asinino	măgar|măgari|asinin	осел|ослы|ослиный	burro|burros|asnal	punda	åsna|åsnor|åsne	esek|eşekler|eşekgiller	осел|осли|ослячий	گدھا|گدھے|اسینائن	lừa|loài lừa
+ferret|ferrets|musteline	FALSE	FALSE	FALSE	FALSE	ferret|ferrets|musteline	قاقم|قواقم|ابن عرس	ফেরেট|ফেরেটরা|মুস্টেলাইন	雪貂|雪貂|鼬科	tchoř|tchoři|tchořovitý	fritte|fritter|mårhund	fret|fretten|fretachtig	viiru|viirut|näätäeläin	furet|furets|mustélidé	Frettchen|Frettchen|Marderartige	νεράιδα|νεράιδες|μουστελίδα	नेवला|मस्टेलाइन  	ferret|ferret|mustelid	furetto|furetti|mustelide	フェレット|フェレット|イタチ科	페럿|페럿들|족제비과	frett|fretter|mårhund	szop|szopy|szopowate	furão|furões|mustelídeo	jder|jderi|mustelidă	хорек|хорьки|хорьковые	hurón|hurones|mustélido	sungura-mwitu	iller|iller|marten	göründü|göründüler|göründü	хорек|хорки|хорьковий	فیریٹ|فیریٹ|مسٹیلین	chồn|loài chồn
+goat|goats|caprine	FALSE	FALSE	FALSE	FALSE	goat|goats|caprine	ماعز|معز|ماعزي	ছাগল|ছাগলরা|ক্যাপ্রাইন	山羊|山羊|山羊科	koza|kozy|kozí	ged|geder|gede	geit|geiten|geitachtig	vuohi|vuohet|vuohi	chèvre|chèvres|caprin	Ziege|Ziegen|ziegenartig	κατσίκα|κατσίκες|κατσικίσιο	बकरी|कैप्रिन  	kambing|kambing|kaprin	capra|capre|caprino	ヤギ|ヤギ|ヤギ科	염소|염소들|염소과	geit|geiter|geite	koza|kozy|kozowate	cabra|cabras|caprino	capră|capre|caprină	коза|козы|козий	cabra|cabras|caprino	mbuzi	get|getter|getdjur	keçi|keçiler|keçi	коза|кози|козячий	بکری|بکریاں|کیپرین	dê|loài dê
+guinea pig|guinea pigs|caviine	FALSE	FALSE	FALSE	FALSE	guinea pig|guinea pigs|caviine	خنزير غينيا|خنازير غينيا|كافييني	গিনিপিগ|গিনিপিগরা|ক্যাভাইন	豚鼠|豚鼠|豚鼠科	morce|morče|morčecovitý	marsvin|marsvin|marsvin	cavia	merisika|merisikat|merisika	cobaye|cobayes|cobaye	Meerschweinchen|Meerschweinchen|Meerschweinchenartige	τσιντσιλά|τσιντσιλάδες|τσιντσιλίδι	गिनी पिग|कैवीइन  	babi guinea|babi guinea|caviid	cavia|cavie|cavino	モルモット|モルモット|モルモット科	기니피그|기니피그들|기니피그과	marsvin|marsvin|marsvin	swinka morska|swinki morskie|świnka morska	porquinho-da-índia|porquinhos-da-índia|caviíneo	porcușor de Guineea|porcușori de Guineea|caviină	морская свинка|морские свинки|морская свинка	cobaya|cobayas|cavino	sungura wa Guinea	marsvin|marsvin|marsvin	yaban domuzu|yaban domuzları|yaban domuzu	морська свинка|морські свинки|морська свинка	گنی پگ|گنی پگز|کیویین	chuột lang|loài chuột lang
+hamster|hamsters|cricetine	FALSE	FALSE	FALSE	FALSE	hamster|hamsters|cricetine	هامستر|هامسترات|كريسيتي	হ্যামস্টার|হ্যামস্টাররা|ক্রাইসেটিন	仓鼠|仓鼠|仓鼠科	křeček|křečci|křečkovitý	hamster|hamstere|hamster	hamster|hamsters|hamsterachtig	hamsteri|hamsterit|hamsteri	hamster|hamsters|cricétidé	Hamster|Hamster|Hamsterartige	χάμστερ|χάμστερ|χαμστερίδι	हैम्स्टर|क्राइसेटिन  	hamster|hamster|cricetid	criceto|criceti|cricetino	ハムスター|ハムスター|ハムスター科	햄스터|햄스터들|햄스터과	hamster|hamstere|hamster	chomik|chomiki|chomikowate	hamster|hamsters|cricetídeo	hamster|hamsteri|cricetină	хомяк|хомяки|хомячий	hamster|hamsters|cricetino	panya wa jangwani	hamster|hamstrar|hamster	hamster|hamsterler|hamster	хом'як|хом'яки|хом'ячий	ہیمسٹر|ہیمسٹرز|کریسیٹین	chuột đồng|loài chuột đồng
+monkey|monkeys|simian	FALSE	FALSE	FALSE	FALSE	monkey|monkeys|simian	قرد|قرود|سيمياني	বানর|বানররা|সিমিয়ান	猴子|猴子|猴科	opice|opice|opičí	abe|aber|abe	aap|apen|aapachtig	apina|apinat|apina	singe|singes|simien	Affe|Affen|affenartig	πίθηκος|πίθηκοι|πιθηκίδι	बंदर|साइमियन  	monyet|monyet|simian	scimmia|scimmie|scimmia	猿|猿|サル	원숭이|원숭이들|영장류	ape|aper|ape	małpa|małpy|małpia	macaco|macacos|símio	maimută|maimuțe|simeză	обезьяна|обезьяны|обезьяньи	mono|monos|simio	nyani	apa|apor|apa	maymun|maymunlar|maymun	мавпа|мавпи|мавпячий	بندر|بندر|سیمین	khi|loài khỉ
+mouse|mice|murine	FALSE	FALSE	FALSE	FALSE	mouse|mice|murine	فأر|فئران|موريني	ইঁদুর|ইঁদুররা|মিউরাইন	老鼠|老鼠|鼠科	myš|myši|myšovitý	mus|mus|mus	muis|muizen|muisachtig	hiiri|hiiret|hiiri	souris|souris|murin	Maus|Mäuse|Mäuseartig	ποντίκι|ποντίκια|μυοειδές	चूहा|म्यूरिन  	tikus|tikus|murid	topo|topi|murino	ネズミ|ネズミ|ネズミ科	쥐|쥐들|쥐과	mus|mus|muse	mysz|myszy|myszowate	rato|ratos|murino	șoarece|șoareci|murină	мышь|мыши|мышиный	ratón|ratones|murino	panya	mus|möss|mus	fare|fareler|fare	миша|миші|мишачий	چوہا|چوہے|میورین	chuột|loài chuột
+pig|pigs|porcine	FALSE	FALSE	FALSE	FALSE	pig|pigs|porcine	خنزير|خنازير|بورسيني	শূকর|শূকররা|পোরসাইন	猪|猪|猪科	prase|prasata|prasatovitý	gris|grise|svin	varken|varkens|varkenachtig	sika|siat|sika	cochon|cochons|porcin	Schwein|Schweine|schweineartig	γουρούνι|γουρούνια|χοιρίδι	सूअर|पॉर्सिन  	babi|babi|porcin	maiale|maiali|suino	豚|豚|豚科	돼지|돼지들|돼지과	gris|griser|svin	świnia|świnie|świński	porco|porcos|porcino	porc|porci|porcină	свинья|свиньи|свиный	cerdo|cerdos|porcino	nguruwe	gris|grisar|svin	domuz|domuzlar|domuz	свиня|свині|свинячий	سور|سور|پورسائن	lợn|loài lợn
+rat|rats|ratine	FALSE	FALSE	FALSE	FALSE	rat|rats|ratine	جرذ|جرذان|راتيني	ইঁদুর|ইঁদুররা|র‍্যাটিন	鼠|鼠|鼠科	krysa|krysy|krysí	rat|rotter|rotte	rat|ratten|ratachtig	rotta|rotat|rotta	rat|rats|raté	Ratte|Ratten|Rattenartig	αρουραίος|αρουραίοι|αρουραίδι	चूहा|रैटिन  	tikus|tikus|ratid	ratto|ratti|rattino	ラット|ラット|ラット科	쥐|쥐들|쥐과	ratte|rotter|rotte	szczur|szczury|szczurzy	rato|ratos|rato	șobolan|șobolani|șobolănesc	крыса|крысы|крысиный	rata|ratas|rata	sinzi	råtta|råttor|råtta	sıçan|sıçanlar|sıçan	щур|щури|щурячий	چوہا|چوہے|ریٹائن	chuột|loài chuột
+snake|snakes|serpentine	FALSE	FALSE	FALSE	FALSE	snake|snakes|serpentine	ثعبان|ثعابين|سربنتيني	সাপ|সাপেরা|সার্পেন্টাইন	蛇|蛇|蛇科	had|hadi|hadí	slange|slanger|slange	slang|slangen|slangachtig	käärme|käärmeet|käärme	serpent|serpents|serpentin	Schlange|Schlangen|schlangenartig	φίδι|φίδια|οφιειδές	साँप|सर्पीन  	ular|ular|serpentin	serpente|serpenti|serpentino	ヘビ|ヘビ|ヘビ科	뱀|뱀들|뱀과	slange|slanger|slange	wąż|węże|wężowy	cobra|cobras|serpentina	șarpe|șerpi|șerpuitor	змея|змеи|змеиный	serpiente|serpientes|serpentina	nyoka	orm|ormar|orm	yılan|yılanlar|yılan	змія|змії|змієвий	سانپ|سانپ|سرپنٹائن	rắn|loài rắn
+turkey|turkeys|meleagrine	FALSE	FALSE	FALSE	FALSE	turkey|turkeys|meleagrine	ديك رومي|ديوك رومية|ميلياغريني	টার্কি|টার্কিরা|মিলিয়াগ্রাইন	火鸡|火鸡|火鸡科	krocan|krocany|krocanovitý	kalkun|kalkuner|kalkun	kalkoen|kalkoenen|kalkoenachtig	kalkkuna|kalkkunat|kalkkuna	dinde|dindes|meleagrin	Pute|Puten|Truthuhn	γαλοπούλα|γαλοπούλες|μελεαγρίδιο	टर्की|मेलियाग्रीन  	ayam kalkun|ayam kalkun|meleagrid	tacchino|tacchini|meleagride	七面鳥|七面鳥|七面鳥科	칠면조|칠면조들|칠면조과	kalkun|kalkuner|kalkun	indyk|indyki|indykowy	peru|perus|meleagrina	curcan|curcani|meleagrină	индейка|индейки|индейковый	pavo|pavos|meleagrina	bata mzinga	kalkon|kalkoner|kalkon	hindi|hindiler|hindi	індик|індики|індиковий	ترکی|ترکی|میلیاگرین	gà tây|loài gà tây

data-raw/wisca_reprex.R

@@ -0,0 +1,23 @@
+df <- example_isolates |>
+  filter_first_isolate(method = "e", episode_days = 14) |>
+  mutate(mo = ifelse(mo_genus(mo) == "Klebsiella", as.mo("Klebsiella"), mo)) |>
+  top_n_microorganisms(10)
+
+out_new <- df |> antibiogram(c("TZP","TZP+GEN","TZP+TOB"), wisca = TRUE, syndromic_group = "ward")
+out_nonwisca <- df |> antibiogram(c("TZP","TZP+GEN","TZP+TOB"),
+                                  syndromic_group = "ward",
+                                  mo_transform = function(x) "",
+                                  digits = 1,
+                                  minimum = 10,
+                                  formatting_type = 14) |>
+  as_tibble() |>
+  select(-Pathogen)
+
+# parameters_amr.R#L110: no filter on ward, so pts are only in 1 ward, depending on order of data
+# parameters_amr.R: number of first isolates are determined on the whole data set, while Klebsiella is aggregated afterwards (=duplicates on genus level)
+
+source("~/Downloads/estimate_definition_amr.R")
+
+
+
+

index.Rmd

@@ -11,12 +11,13 @@ knitr::opts_chunk$set(
   fig.path = "pkgdown/assets/",
   out.width = "100%"
 )
+AMR:::reset_all_thrown_messages()
 ```
 
 # The `AMR` Package for R <a href="https://amr-for-r.org/"><img src="./logo.svg" align="right" height="139" /></a>
 
 * Provides an **all-in-one solution** for antimicrobial resistance (AMR) data analysis in a One Health approach
-* Peer-reviewed, used in over 175 countries, available in 20 languages
+* Peer-reviewed, used in over 175 countries, available in `r length(AMR:::LANGUAGES_SUPPORTED)` languages
 * Generates **antibiograms** - traditional, combined, syndromic, and even WISCA
 * Provides the **full microbiological taxonomy** of `r AMR:::format_included_data_number(AMR::microorganisms)` distinct species and extensive info of `r AMR:::format_included_data_number(NROW(AMR::antimicrobials) + NROW(AMR::antivirals))` antimicrobial drugs
 * Applies **CLSI `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`** and **EUCAST `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`** clinical and veterinary breakpoints, and ECOFFs, for MIC and disk zone interpretation
@@ -27,15 +28,15 @@ knitr::opts_chunk$set(
 > Now available for Python too! [Click here](./articles/AMR_for_Python.html) to read more.
 
 <div style="display: flex; font-size: 0.8em;">
-  <p style="text-align:left; width: 50%;"><small><a href="https://amr-for-r.org/">https://amr-for-r.org</a></small></p>
-  <p style="text-align:right; width: 50%;"><small><a href="https://doi.org/10.18637/jss.v104.i03" target="_blank">https://doi.org/10.18637/jss.v104.i03</a></small></p>
+  <p style="text-align:left; width: 50%;"><small><a href="https://amr-for-r.org/">amr-for-r.org</a></small></p>
+  <p style="text-align:right; width: 50%;"><small><a href="https://doi.org/10.18637/jss.v104.i03" target="_blank">doi.org/10.18637/jss.v104.i03</a></small></p>
 </div>
 
 <a href="./reference/clinical_breakpoints.html#response-from-clsi-and-eucast"><img src="./endorsement_clsi_eucast.jpg" class="endorse_img" align="right" height="120" /></a>
 
 ----
 
-### Introduction
+## Introduction
 
 The `AMR` package is a peer-reviewed, [free and open-source](#copyright) R package with [zero dependencies](https://en.wikipedia.org/wiki/Dependency_hell) to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. **Our aim is to provide a standard** for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of [many different researchers](./authors.html) from around the globe to make this a successful and durable project!
 
@@ -43,17 +44,23 @@ This work was published in the Journal of Statistical Software (Volume 104(3); [
 
 After installing this package, R knows [**`r AMR:::format_included_data_number(AMR::microorganisms)` distinct microbial species**](./reference/microorganisms.html) (updated June 2024) and all [**`r AMR:::format_included_data_number(NROW(AMR::antimicrobials) + NROW(AMR::antivirals))` antimicrobial and antiviral drugs**](./reference/antimicrobials.html) by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("CLSI", guideline))$guideline)))` and EUCAST `r min(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(AMR::clinical_breakpoints, grepl("EUCAST", guideline))$guideline)))` are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). **It was designed to work in any setting, including those with very limited resources**. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the [University of Groningen](https://www.rug.nl) and the [University Medical Center Groningen](https://www.umcg.nl).
 
-##### Used in over 175 countries, available in 20 languages
+### Used in over 175 countries, available in `r length(AMR:::LANGUAGES_SUPPORTED)` languages
 
 <a href="./countries_large.png" target="_blank"><img src="./countries.png" align="right" style="max-width: 300px;" /></a>
 
 Since its first public release in early 2018, this R package has been used in almost all countries in the world. Click the map to enlarge and to see the country names.
 
-With the help of contributors from all corners of the world, the `AMR` package is available in <img src="lang_en.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> English, <img src="lang_cs.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Czech, <img src="lang_zh.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Chinese, <img src="lang_da.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Danish, <img src="lang_nl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Dutch, <img src="lang_fi.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Finnish, <img src="lang_fr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> French, <img src="lang_de.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> German, <img src="lang_el.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Greek, <img src="lang_it.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Italian, <img src="lang_ja.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Japanese, <img src="lang_no.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Norwegian, <img src="lang_pl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Polish, <img src="lang_pt.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Portuguese, <img src="lang_ro.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Romanian, <img src="lang_ru.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Russian, <img src="lang_es.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Spanish, <img src="lang_sv.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Swedish, <img src="lang_tr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Turkish, and <img src="lang_uk.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Ukrainian. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.
+```{r, echo = FALSE}
+langs <- vapply(FUN.VALUE = character(1), AMR:::LANGUAGES_SUPPORTED_NAMES, function(x) x$exonym)
+img <- paste0('<img src="lang_', names(langs), '.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">')
+lang_txt <- AMR:::vector_and(paste(img, langs), sort = FALSE, quotes = FALSE)
+```
 
-### Practical examples
+With the help of contributors from all corners of the world, the `AMR` package is available in `r lang_txt`. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.
 
-#### Filtering and selecting data
+## Practical examples
+
+### Filtering and selecting data
 
 One of the most powerful functions of this package, aside from calculating and plotting AMR, is selecting and filtering based on antimicrobial columns. This can be done using the so-called [antimicrobial selectors](https://amr-for-r.org/reference/antimicrobial_selectors.html), which work in base R, `dplyr` and `data.table`.
 
@@ -75,7 +82,7 @@ example_isolates %>%
 
 With only having defined a row filter on Gram-negative bacteria with intrinsic resistance to cefotaxime (`mo_is_gram_negative()` and `mo_is_intrinsic_resistant()`) and a column selection on two antibiotic groups (`aminoglycosides()` and `carbapenems()`), the reference data about [all microorganisms](./reference/microorganisms.html) and [all antimicrobials](./reference/antimicrobials.html) in the `AMR` package make sure you get what you meant.
 
-#### Generating antibiograms
+### Generating antibiograms
 
 The `AMR` package supports generating traditional, combined, syndromic, and even weighted-incidence syndromic combination antibiograms (WISCA).
 
@@ -94,7 +101,7 @@ antibiogram(example_isolates,
             mo_transform = "gramstain")
 ```
 
-Like many other functions in this package, `antibiogram()` comes with support for 20 languages that are often detected automatically based on system language:
+Like many other functions in this package, `antibiogram()` comes with support for `r length(AMR:::LANGUAGES_SUPPORTED)` languages that are often detected automatically based on system language:
 
 ```{r}
 antibiogram(example_isolates,
@@ -104,7 +111,7 @@ antibiogram(example_isolates,
             language = "uk") # Ukrainian
 ```
 
-#### Interpreting and plotting MIC and SIR values
+### Interpreting and plotting MIC and SIR values
 
 The `AMR` package allows interpretation of MIC and disk diffusion values based on CLSI and EUCAST. Moreover, the `ggplot2` package is extended with new scale functions, to allow plotting of log2-distributed MIC values and SIR values.
 
@@ -126,7 +133,7 @@ ggplot(data.frame(mic = some_mic_values,
                   sir = interpretation),
        aes(x = group, y = mic, colour = sir)) +
   theme_minimal() +
-  geom_boxplot(fill = NA, colour = "grey") +
+  geom_boxplot(fill = NA, colour = "grey30") +
   geom_jitter(width = 0.25) +
   
   # NEW scale function: plot MIC values to x, y, colour or fill
@@ -141,7 +148,7 @@ ggplot(data.frame(mic = some_mic_values,
   <img src="./plot_readme.png" style="width: 1400px; max-width: 100%;">
 </a>
 
-#### Calculating resistance per group
+### Calculating resistance per group
 
 For a manual approach, you can use the `resistance` or `susceptibility()` function:
 
@@ -181,18 +188,18 @@ out %>% set_ab_names()
 out %>% set_ab_names(property = "atc")
 ```
 
-### What else can you do with this package?
+## What else can you do with this package?
 
 This package was intended as a comprehensive toolbox for integrated AMR data analysis. This package can be used for:
 
-  * Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature ([LPSN]((https://lpsn.dsmz.de))) and the Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) ([manual](./reference/mo_property.html))
+  * Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature ([LPSN](https://lpsn.dsmz.de)) and the Global Biodiversity Information Facility ([GBIF](https://www.gbif.org)) ([manual](./reference/mo_property.html))
   * Interpreting raw MIC and disk diffusion values, based on any CLSI or EUCAST guideline ([manual](./reference/as.sir.html))
   * Retrieving antimicrobial drug names, doses and forms of administration from clinical health care records ([manual](./reference/ab_from_text.html))
   * Determining first isolates to be used for AMR data analysis ([manual](./reference/first_isolate.html))
   * Calculating antimicrobial resistance ([tutorial](./articles/AMR.html))
-  * Determining multi-drug resistance (MDR) / multi-drug resistant organisms (MDRO) ([tutorial](./articles/MDR.html))
+  * Determining multi-drug resistance (MDR) / multi-drug resistant organisms (MDRO) ([tutorial](./reference/mdro.html))
   * Calculating (empirical) susceptibility of both mono therapy and combination therapies ([tutorial](./articles/AMR.html))
-  * Apply AMR function in predictive modelling ([tutorial](./articles/AMR_with_tidymodels.html))
+  * Apply AMR functions in predictive modelling ([tutorial](./articles/AMR_with_tidymodels.html))
   * Getting properties for any microorganism (like Gram stain, species, genus or family) ([manual](./reference/mo_property.html))
   * Getting properties for any antimicrobial (like name, code of EARS-Net/ATC/LOINC/PubChem, defined daily dose or trade name) ([manual](./reference/ab_property.html))
   * Plotting antimicrobial resistance ([tutorial](./articles/AMR.html))
@@ -202,9 +209,9 @@ This package was intended as a comprehensive toolbox for integrated AMR data ana
   * Machine reading the EUCAST and CLSI guidelines from 2011-2021 to translate MIC values and disk diffusion diameters to SIR ([link](./articles/datasets.html))
   * Principal component analysis for AMR ([tutorial](./articles/PCA.html))
 
-### Get this package
+## Get this package
 
-#### Latest official version
+### Latest official version
 
 [![CRAN](https://www.r-pkg.org/badges/version-ago/AMR)](https://cran.r-project.org/package=AMR)
 [![CRANlogs](https://cranlogs.r-pkg.org/badges/grand-total/AMR)](https://cran.r-project.org/package=AMR)
@@ -219,7 +226,7 @@ It will be downloaded and installed automatically. For RStudio, click on the men
 
 **Note:** Not all functions on this website may be available in this latest release. To use all functions and data sets mentioned on this website, install the latest beta version.
 
-#### Latest beta version
+### Latest beta version
 
 [![check-old](https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml/badge.svg?branch=main)](https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml)
 [![check-recent](https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml/badge.svg?branch=main)](https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml)
@@ -237,11 +244,11 @@ install.packages("AMR", repos = "beta.amr-for-r.org")
 remotes::install_github("msberends/AMR")
 ```
 
-### Get started
+## Get started
 
 To find out how to conduct AMR data analysis, please [continue reading here to get started](./articles/AMR.html) or click a link in the ['How to' menu](./articles/).
 
-### Partners
+## Partners
 
 The initial development of this package was part of, related to, or made possible by the following non-profit organisations and initiatives:
 
@@ -253,7 +260,7 @@ The initial development of this package was part of, related to, or made possibl
   <a href="https://www.deutschland-nederland.eu" title="INTERREG"><img src="./logo_interreg.png" style="max-width: 200px;"></a>
 </div>
 
-### Copyright
+## Copyright
 
 This R package is free, open-source software and licensed under the [GNU General Public License v2.0 (GPL-2)](./LICENSE-text.html). In a nutshell, this means that this package:
 

index.md

@@ -5,7 +5,7 @@
 
 - Provides an **all-in-one solution** for antimicrobial resistance (AMR)
   data analysis in a One Health approach
-- Peer-reviewed, used in over 175 countries, available in 20 languages
+- Peer-reviewed, used in over 175 countries, available in 28 languages
 - Generates **antibiograms** - traditional, combined, syndromic, and
   even WISCA
 - Provides the **full microbiological taxonomy** of ~79 000 distinct
@@ -26,10 +26,13 @@
 <div style="display: flex; font-size: 0.8em;">
 
 <p style="text-align:left; width: 50%;">
-<small><a href="https://amr-for-r.org/">https://amr-for-r.org</a></small>
+
+<small><a href="https://amr-for-r.org/">amr-for-r.org</a></small>
 </p>
+
 <p style="text-align:right; width: 50%;">
-<small><a href="https://doi.org/10.18637/jss.v104.i03" target="_blank">https://doi.org/10.18637/jss.v104.i03</a></small>
+
+<small><a href="https://doi.org/10.18637/jss.v104.i03" target="_blank">doi.org/10.18637/jss.v104.i03</a></small>
 </p>
 
 </div>
@@ -38,7 +41,7 @@
 
 ------------------------------------------------------------------------
 
-### Introduction
+## Introduction
 
 The `AMR` package is a peer-reviewed, [free and open-source](#copyright)
 R package with [zero
@@ -75,7 +78,7 @@ research at the Faculty of Medical Sciences of the [University of
 Groningen](https://www.rug.nl) and the [University Medical Center
 Groningen](https://www.umcg.nl).
 
-##### Used in over 175 countries, available in 20 languages
+### Used in over 175 countries, available in 28 languages
 
 <a href="./countries_large.png" target="_blank"><img src="./countries.png" align="right" style="max-width: 300px;" /></a>
 
@@ -87,10 +90,14 @@ With the help of contributors from all corners of the world, the `AMR`
 package is available in
 <img src="lang_en.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 English,
-<img src="lang_cs.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
-Czech,
+<img src="lang_ar.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Arabic,
+<img src="lang_bn.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Bengali,
 <img src="lang_zh.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Chinese,
+<img src="lang_cs.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Czech,
 <img src="lang_da.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Danish,
 <img src="lang_nl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
@@ -103,10 +110,16 @@ French,
 German,
 <img src="lang_el.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Greek,
+<img src="lang_hi.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Hindi,
+<img src="lang_id.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Indonesian,
 <img src="lang_it.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Italian,
 <img src="lang_ja.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Japanese,
+<img src="lang_ko.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Korean,
 <img src="lang_no.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Norwegian,
 <img src="lang_pl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
@@ -119,17 +132,23 @@ Romanian,
 Russian,
 <img src="lang_es.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Spanish,
+<img src="lang_sw.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Swahili,
 <img src="lang_sv.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
 Swedish,
 <img src="lang_tr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
-Turkish, and
+Turkish,
 <img src="lang_uk.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
-Ukrainian. Antimicrobial drug (group) names and colloquial microorganism
-names are provided in these languages.
+Ukrainian,
+<img src="lang_ur.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Urdu, and
+<img src="lang_vi.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;">
+Vietnamese. Antimicrobial drug (group) names and colloquial
+microorganism names are provided in these languages.
 
-### Practical examples
+## Practical examples
 
-#### Filtering and selecting data
+### Filtering and selecting data
 
 One of the most powerful functions of this package, aside from
 calculating and plotting AMR, is selecting and filtering based on
@@ -152,12 +171,14 @@ example_isolates %>%
   select(bacteria,
          aminoglycosides(),
          carbapenems())
-#> ℹ Using column 'mo' as input for mo_fullname()
-#> ℹ Using column 'mo' as input for mo_is_gram_negative()
-#> ℹ Using column 'mo' as input for mo_is_intrinsic_resistant()
-#> ℹ Determining intrinsic resistance based on 'EUCAST Expected Resistant Phenotypes' v1.2 (2023). This note will be shown once per session.
-#> ℹ For aminoglycosides() using columns 'GEN' (gentamicin), 'TOB' (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
-#> ℹ For carbapenems() using columns 'IPM' (imipenem) and 'MEM' (meropenem)
+#> ℹ Using column 'mo' as input for `mo_fullname()`
+#> ℹ Using column 'mo' as input for `mo_is_gram_negative()`
+#> ℹ Using column 'mo' as input for `mo_is_intrinsic_resistant()`
+#> ℹ Determining intrinsic resistance based on 'EUCAST Expected Resistant
+#>   Phenotypes' v1.2 (2023). This note will be shown once per session.
+#> ℹ For `aminoglycosides()` using columns 'GEN' (gentamicin), 'TOB'
+#>   (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
+#> ℹ For `carbapenems()` using columns 'IPM' (imipenem) and 'MEM' (meropenem)
 #> # A tibble: 35 × 7
 #>    bacteria                     GEN   TOB   AMK   KAN   IPM   MEM  
 #>    <chr>                        <sir> <sir> <sir> <sir> <sir> <sir>
@@ -182,7 +203,7 @@ about [all microorganisms](./reference/microorganisms.html) and [all
 antimicrobials](./reference/antimicrobials.html) in the `AMR` package
 make sure you get what you meant.
 
-#### Generating antibiograms
+### Generating antibiograms
 
 The `AMR` package supports generating traditional, combined, syndromic,
 and even weighted-incidence syndromic combination antibiograms (WISCA).
@@ -194,23 +215,23 @@ output format automatically (such as markdown, LaTeX, HTML, etc.).
 ``` r
 antibiogram(example_isolates,
             antimicrobials = c(aminoglycosides(), carbapenems()))
-#> ℹ For aminoglycosides() using columns 'GEN' (gentamicin), 'TOB' (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
-#> ℹ For carbapenems() using columns 'IPM' (imipenem) and 'MEM' (meropenem)
-#> ℹ 502 combinations had less than minimum = 30 results and were ignored
+#> ℹ For `aminoglycosides()` using columns 'GEN' (gentamicin), 'TOB'
+#>   (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
+#> ℹ For `carbapenems()` using columns 'IPM' (imipenem) and 'MEM' (meropenem)
 ```
 
 | Pathogen | Amikacin | Gentamicin | Imipenem | Kanamycin | Meropenem | Tobramycin |
 |:---|:---|:---|:---|:---|:---|:---|
 | CoNS | 0% (0-8%,N=43) | 86% (82-90%,N=309) | 52% (37-67%,N=48) | 0% (0-8%,N=43) | 52% (37-67%,N=48) | 22% (12-35%,N=55) |
-| E. coli | 100% (98-100%,N=171) | 98% (96-99%,N=460) | 100% (99-100%,N=422) |  | 100% (99-100%,N=418) | 97% (96-99%,N=462) |
-| E. faecalis | 0% (0-9%,N=39) | 0% (0-9%,N=39) | 100% (91-100%,N=38) | 0% (0-9%,N=39) |  | 0% (0-9%,N=39) |
-| K. pneumoniae |  | 90% (79-96%,N=58) | 100% (93-100%,N=51) |  | 100% (93-100%,N=53) | 90% (79-96%,N=58) |
-| P. aeruginosa |  | 100% (88-100%,N=30) |  | 0% (0-12%,N=30) |  | 100% (88-100%,N=30) |
-| P. mirabilis |  | 94% (80-99%,N=34) | 94% (79-99%,N=32) |  |  | 94% (80-99%,N=34) |
-| S. aureus |  | 99% (97-100%,N=233) |  |  |  | 98% (92-100%,N=86) |
-| S. epidermidis | 0% (0-8%,N=44) | 79% (71-85%,N=163) |  | 0% (0-8%,N=44) |  | 51% (40-61%,N=89) |
-| S. hominis |  | 92% (84-97%,N=80) |  |  |  | 85% (74-93%,N=62) |
-| S. pneumoniae | 0% (0-3%,N=117) | 0% (0-3%,N=117) |  | 0% (0-3%,N=117) |  | 0% (0-3%,N=117) |
+| *E. coli* | 100% (98-100%,N=171) | 98% (96-99%,N=460) | 100% (99-100%,N=422) | NA | 100% (99-100%,N=418) | 97% (96-99%,N=462) |
+| *E. faecalis* | 0% (0-9%,N=39) | 0% (0-9%,N=39) | 100% (91-100%,N=38) | 0% (0-9%,N=39) | NA | 0% (0-9%,N=39) |
+| *K. pneumoniae* | NA | 90% (79-96%,N=58) | 100% (93-100%,N=51) | NA | 100% (93-100%,N=53) | 90% (79-96%,N=58) |
+| *P. aeruginosa* | NA | 100% (88-100%,N=30) | NA | 0% (0-12%,N=30) | NA | 100% (88-100%,N=30) |
+| *P. mirabilis* | NA | 94% (80-99%,N=34) | 94% (79-99%,N=32) | NA | NA | 94% (80-99%,N=34) |
+| *S. aureus* | NA | 99% (97-100%,N=233) | NA | NA | NA | 98% (92-100%,N=86) |
+| *S. epidermidis* | 0% (0-8%,N=44) | 79% (71-85%,N=163) | NA | 0% (0-8%,N=44) | NA | 51% (40-61%,N=89) |
+| *S. hominis* | NA | 92% (84-97%,N=80) | NA | NA | NA | 85% (74-93%,N=62) |
+| *S. pneumoniae* | 0% (0-3%,N=117) | 0% (0-3%,N=117) | NA | 0% (0-3%,N=117) | NA | 0% (0-3%,N=117) |
 
 In combination antibiograms, it is clear that combined antimicrobials
 yield higher empiric coverage:
@@ -219,7 +240,6 @@ yield higher empiric coverage:
 antibiogram(example_isolates,
             antimicrobials = c("TZP", "TZP+TOB", "TZP+GEN"),
             mo_transform = "gramstain")
-#> ℹ 3 combinations had less than minimum = 30 results and were ignored
 ```
 
 | Pathogen | Piperacillin/tazobactam | Piperacillin/tazobactam + Gentamicin | Piperacillin/tazobactam + Tobramycin |
@@ -228,7 +248,7 @@ antibiogram(example_isolates,
 | Gram-positive | 86% (82-89%,N=345) | 98% (96-98%,N=1044) | 95% (93-97%,N=550) |
 
 Like many other functions in this package, `antibiogram()` comes with
-support for 20 languages that are often detected automatically based on
+support for 28 languages that are often detected automatically based on
 system language:
 
 ``` r
@@ -237,7 +257,6 @@ antibiogram(example_isolates,
             mo_transform = "gramstain",
             ab_transform = "name",
             language = "uk") # Ukrainian
-#> ℹ 3 combinations had less than minimum = 30 results and were ignored
 ```
 
 | Збудник       | Гентаміцин          | Тобраміцин         | Ципрофлоксацин     |
@@ -245,7 +264,7 @@ antibiogram(example_isolates,
 | Грамнегативні | 96% (95-98%,N=684)  | 96% (94-97%,N=686) | 91% (88-93%,N=684) |
 | Грампозитивні | 63% (60-66%,N=1170) | 34% (31-38%,N=665) | 77% (74-80%,N=724) |
 
-#### Interpreting and plotting MIC and SIR values
+### Interpreting and plotting MIC and SIR values
 
 The `AMR` package allows interpretation of MIC and disk diffusion values
 based on CLSI and EUCAST. Moreover, the `ggplot2` package is extended
@@ -270,7 +289,7 @@ ggplot(data.frame(mic = some_mic_values,
                   sir = interpretation),
        aes(x = group, y = mic, colour = sir)) +
   theme_minimal() +
-  geom_boxplot(fill = NA, colour = "grey") +
+  geom_boxplot(fill = NA, colour = "grey30") +
   geom_jitter(width = 0.25) +
   
   # NEW scale function: plot MIC values to x, y, colour or fill
@@ -285,7 +304,7 @@ ggplot(data.frame(mic = some_mic_values,
 <img src="./plot_readme.png" style="width: 1400px; max-width: 100%;">
 </a>
 
-#### Calculating resistance per group
+### Calculating resistance per group
 
 For a manual approach, you can use the `resistance` or
 `susceptibility()` function:
@@ -302,9 +321,9 @@ example_isolates %>%
 #> # A tibble: 3 × 5
 #>   ward       GEN_total_R GEN_conf_int TOB_total_R TOB_conf_int
 #>   <chr>            <dbl> <chr>              <dbl> <chr>       
-#> 1 Clinical     0.2289362 0.205-0.254    0.3147503 0.284-0.347 
-#> 2 ICU          0.2902655 0.253-0.33     0.4004739 0.353-0.449 
-#> 3 Outpatient   0.2       0.131-0.285    0.3676471 0.254-0.493
+#> 1 Clinical         0.229 0.205-0.254        0.315 0.284-0.347 
+#> 2 ICU              0.290 0.253-0.33         0.400 0.353-0.449 
+#> 3 Outpatient       0.2   0.131-0.285        0.368 0.254-0.493
 ```
 
 Or use [antimicrobial
@@ -321,52 +340,54 @@ out <- example_isolates %>%
   # calculate AMR using resistance(), over all aminoglycosides and polymyxins:
   summarise(across(c(aminoglycosides(), polymyxins()),
             resistance))
-#> ℹ For aminoglycosides() using columns 'GEN' (gentamicin), 'TOB' (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
-#> ℹ For polymyxins() using column 'COL' (colistin)
+#> ℹ For `aminoglycosides()` using columns 'GEN' (gentamicin), 'TOB'
+#>   (tobramycin), 'AMK' (amikacin), and 'KAN' (kanamycin)
+#> ℹ For `polymyxins()` using column 'COL' (colistin)
 #> Warning: There was 1 warning in `summarise()`.
 #> ℹ In argument: `across(c(aminoglycosides(), polymyxins()), resistance)`.
 #> ℹ In group 3: `ward = "Outpatient"`.
 #> Caused by warning:
-#> ! Introducing NA: only 23 results available for KAN in group: ward = "Outpatient" (minimum = 30).
+#> ! Introducing NA: only 23 results available for KAN in group: ward =
+#> "Outpatient" (`minimum` = 30).
 out
 #> # A tibble: 3 × 6
-#>   ward             GEN       TOB       AMK   KAN       COL
-#>   <chr>          <dbl>     <dbl>     <dbl> <dbl>     <dbl>
-#> 1 Clinical   0.2289362 0.3147503 0.6258993     1 0.7802956
-#> 2 ICU        0.2902655 0.4004739 0.6624473     1 0.8574144
-#> 3 Outpatient 0.2       0.3676471 0.6052632    NA 0.8888889
+#>   ward         GEN   TOB   AMK   KAN   COL
+#>   <chr>      <dbl> <dbl> <dbl> <dbl> <dbl>
+#> 1 Clinical   0.229 0.315 0.626     1 0.780
+#> 2 ICU        0.290 0.400 0.662     1 0.857
+#> 3 Outpatient 0.2   0.368 0.605    NA 0.889
 ```
 
 ``` r
 # transform the antibiotic columns to names:
 out %>% set_ab_names()
 #> # A tibble: 3 × 6
-#>   ward       gentamicin tobramycin  amikacin kanamycin  colistin
-#>   <chr>           <dbl>      <dbl>     <dbl>     <dbl>     <dbl>
-#> 1 Clinical    0.2289362  0.3147503 0.6258993         1 0.7802956
-#> 2 ICU         0.2902655  0.4004739 0.6624473         1 0.8574144
-#> 3 Outpatient  0.2        0.3676471 0.6052632        NA 0.8888889
+#>   ward       gentamicin tobramycin amikacin kanamycin colistin
+#>   <chr>           <dbl>      <dbl>    <dbl>     <dbl>    <dbl>
+#> 1 Clinical        0.229      0.315    0.626         1    0.780
+#> 2 ICU             0.290      0.400    0.662         1    0.857
+#> 3 Outpatient      0.2        0.368    0.605        NA    0.889
 ```
 
 ``` r
 # transform the antibiotic column to ATC codes:
 out %>% set_ab_names(property = "atc")
 #> # A tibble: 3 × 6
-#>   ward         J01GB03   J01GB01   J01GB06 J01GB04   J01XB01
-#>   <chr>          <dbl>     <dbl>     <dbl>   <dbl>     <dbl>
-#> 1 Clinical   0.2289362 0.3147503 0.6258993       1 0.7802956
-#> 2 ICU        0.2902655 0.4004739 0.6624473       1 0.8574144
-#> 3 Outpatient 0.2       0.3676471 0.6052632      NA 0.8888889
+#>   ward       J01GB03 J01GB01 J01GB06 J01GB04 J01XB01
+#>   <chr>        <dbl>   <dbl>   <dbl>   <dbl>   <dbl>
+#> 1 Clinical     0.229   0.315   0.626       1   0.780
+#> 2 ICU          0.290   0.400   0.662       1   0.857
+#> 3 Outpatient   0.2     0.368   0.605      NA   0.889
 ```
 
-### What else can you do with this package?
+## What else can you do with this package?
 
 This package was intended as a comprehensive toolbox for integrated AMR
 data analysis. This package can be used for:
 
 - Reference for the taxonomy of microorganisms, since the package
   contains all microbial (sub)species from the List of Prokaryotic names
-  with Standing in Nomenclature ([LPSN]((https://lpsn.dsmz.de))) and the
+  with Standing in Nomenclature ([LPSN](https://lpsn.dsmz.de)) and the
   Global Biodiversity Information Facility
   ([GBIF](https://www.gbif.org))
   ([manual](./reference/mo_property.html))
@@ -379,10 +400,10 @@ data analysis. This package can be used for:
   ([manual](./reference/first_isolate.html))
 - Calculating antimicrobial resistance ([tutorial](./articles/AMR.html))
 - Determining multi-drug resistance (MDR) / multi-drug resistant
-  organisms (MDRO) ([tutorial](./articles/MDR.html))
+  organisms (MDRO) ([tutorial](./reference/mdro.html))
 - Calculating (empirical) susceptibility of both mono therapy and
   combination therapies ([tutorial](./articles/AMR.html))
-- Apply AMR function in predictive modelling
+- Apply AMR functions in predictive modelling
   ([tutorial](./articles/AMR_with_tidymodels.html))
 - Getting properties for any microorganism (like Gram stain, species,
   genus or family) ([manual](./reference/mo_property.html))
@@ -402,9 +423,9 @@ data analysis. This package can be used for:
   ([link](./articles/datasets.html))
 - Principal component analysis for AMR ([tutorial](./articles/PCA.html))
 
-### Get this package
+## Get this package
 
-#### Latest official version
+### Latest official version
 
 [![CRAN](https://www.r-pkg.org/badges/version-ago/AMR)](https://cran.r-project.org/package=AMR)
 [![CRANlogs](https://cranlogs.r-pkg.org/badges/grand-total/AMR)](https://cran.r-project.org/package=AMR)
@@ -425,7 +446,7 @@ the menu *Tools* \> *Install Packages…* and then type in “AMR” and press
 latest release. To use all functions and data sets mentioned on this
 website, install the latest beta version.
 
-#### Latest beta version
+### Latest beta version
 
 [![check-old](https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml/badge.svg?branch=main)](https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml)
 [![check-recent](https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml/badge.svg?branch=main)](https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml)
@@ -444,13 +465,13 @@ install.packages("AMR", repos = "beta.amr-for-r.org")
 remotes::install_github("msberends/AMR")
 ```
 
-### Get started
+## Get started
 
 To find out how to conduct AMR data analysis, please [continue reading
 here to get started](./articles/AMR.html) or click a link in the [‘How
 to’ menu](./articles/).
 
-### Partners
+## Partners
 
 The initial development of this package was part of, related to, or made
 possible by the following non-profit organisations and initiatives:
@@ -465,7 +486,7 @@ possible by the following non-profit organisations and initiatives:
 
 </div>
 
-### Copyright
+## Copyright
 
 This R package is free, open-source software and licensed under the [GNU
 General Public License v2.0 (GPL-2)](./LICENSE-text.html). In a

man/AMR-deprecated.Rd

@@ -1,15 +1,10 @@
 % Generated by roxygen2: do not edit by hand
 % Please edit documentation in R/zz_deprecated.R
-\docType{data}
 \name{AMR-deprecated}
 \alias{AMR-deprecated}
-\alias{antibiotics}
 \alias{ab_class}
 \alias{ab_selector}
 \title{Deprecated Functions, Arguments, or Datasets}
-\format{
-An object of class \code{tbl_df} (inherits from \code{tbl}, \code{data.frame}) with 497 rows and 14 columns.
-}
 \usage{
 ab_class(...)
 
@@ -18,5 +13,4 @@ ab_selector(...)
 \description{
 These objects are so-called '\link{Deprecated}'. \strong{They will be removed in a future version of this package.} Using these will give a warning with the name of the alternative object it has been replaced by (if there is one).
 }
-\keyword{datasets}
 \keyword{internal}

man/AMR-options.Rd

@@ -22,7 +22,7 @@ This is an overview of all the package-specific \code{\link[=options]{options()}
 \item \code{AMR_substitute_missing_r_breakpoint} \cr A \link{logical} to use in \code{\link[=as.sir]{as.sir()}}, to indicate that missing R breakpoints must be substituted with \code{"R"} - the default is \code{FALSE}.
 \item \code{AMR_include_screening} \cr A \link{logical} to use in \code{\link[=as.sir]{as.sir()}}, to indicate that clinical breakpoints for screening are allowed - the default is \code{FALSE}.
 \item \code{AMR_keep_synonyms} \cr A \link{logical} to use in \code{\link[=as.mo]{as.mo()}} and all \code{\link[=mo_property]{mo_*}} functions, to indicate if old, previously valid taxonomic names must be preserved and not be corrected to currently accepted names. The default is \code{FALSE}.
-\item \code{AMR_locale} \cr A \link{character} to set the language for the \code{AMR} package, can be one of these supported language names or ISO-639-1 codes: English (en), Chinese (zh), Czech (cs), Danish (da), Dutch (nl), Finnish (fi), French (fr), German (de), Greek (el), Italian (it), Japanese (ja), Norwegian (no), Polish (pl), Portuguese (pt), Romanian (ro), Russian (ru), Spanish (es), Swedish (sv), Turkish (tr), or Ukrainian (uk). The default is the current system language (if supported, English otherwise).
+\item \code{AMR_locale} \cr A \link{character} to set the language for the \code{AMR} package, can be one of these supported language names or \href{https://en.wikipedia.org/wiki/ISO_639-1}{ISO 639-1 codes}: English (en), Arabic (ar), Bengali (bn), Chinese (zh), Czech (cs), Danish (da), Dutch (nl), Finnish (fi), French (fr), German (de), Greek (el), Hindi (hi), Indonesian (id), Italian (it), Japanese (ja), Korean (ko), Norwegian (no), Polish (pl), Portuguese (pt), Romanian (ro), Russian (ru), Spanish (es), Swahili (sw), Swedish (sv), Turkish (tr), Ukrainian (uk), Urdu (ur), or Vietnamese (vi). The default is the current system language (if supported, English otherwise).
 \item \code{AMR_mo_source} \cr A file location for a manual code list to be used in \code{\link[=as.mo]{as.mo()}} and all \code{\link[=mo_property]{mo_*}} functions. This is explained in \code{\link[=set_mo_source]{set_mo_source()}}.
 }
 }

man/AMR.Rd

@@ -28,13 +28,13 @@ A BibTeX entry for LaTeX users is:
 \description{
 Welcome to the \code{AMR} package.
 
-The \code{AMR} package is a peer-reviewed, \href{https://amr-for-r.org/#copyright}{free and open-source} R package with \href{https://en.wikipedia.org/wiki/Dependency_hell}{zero dependencies} to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. \strong{Our aim is to provide a standard} for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. \href{https://amr-for-r.org/authors.html}{Many different researchers} from around the globe are continually helping us to make this a successful and durable project!
+The \code{AMR} package is a peer-reviewed, \href{https://amr-for-r.org/#copyright}{free and open-source} R package with \href{https://en.wikipedia.org/wiki/Dependency_hell}{zero dependencies} to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. \strong{Our aim is to provide a standard} for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of \href{https://amr-for-r.org/authors.html}{many different researchers} from around the globe to make this a successful and durable project!
 
 This work was published in the Journal of Statistical Software (Volume 104(3); \doi{10.18637/jss.v104.i03}) and formed the basis of two PhD theses (\doi{10.33612/diss.177417131} and \doi{10.33612/diss.192486375}).
 
-After installing this package, R knows \href{https://amr-for-r.org/reference/microorganisms.html}{\strong{~79 000 microorganisms}} (updated June 2024) and all \href{https://amr-for-r.org/reference/antimicrobials.html}{\strong{~620 antibiotic, antimycotic and antiviral drugs}} by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI and EUCAST are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). \strong{It was designed to work in any setting, including those with very limited resources}. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the public \href{https://www.rug.nl}{University of Groningen}, in collaboration with non-profit organisations \href{https://www.certe.nl}{Certe Medical Diagnostics and Advice Foundation} and \href{https://www.umcg.nl}{University Medical Center Groningen}.
+After installing this package, R knows \href{https://amr-for-r.org/reference/microorganisms.html}{\strong{~79 000 distinct microbial species}} (updated June 2024) and all \href{https://amr-for-r.org/reference/antimicrobials.html}{\strong{~620 antimicrobial and antiviral drugs}} by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI 2011-2025 and EUCAST 2011-2025 are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). \strong{It was designed to work in any setting, including those with very limited resources}. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the \href{https://www.rug.nl}{University of Groningen} and the \href{https://www.umcg.nl}{University Medical Center Groningen}.
 
-The \code{AMR} package is available in English, Chinese, Czech, Danish, Dutch, Finnish, French, German, Greek, Italian, Japanese, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swedish, Turkish, and Ukrainian. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.
+The \code{AMR} package is available in English, Arabic, Bengali, Chinese, Czech, Danish, Dutch, Finnish, French, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swahili, Swedish, Turkish, Ukrainian, Urdu, and Vietnamese. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.
 }
 \section{Download Our Reference Data}{
 
@@ -42,7 +42,7 @@ All reference data sets in the AMR package - including information on microorgan
 
 For maximum compatibility, we also provide machine-readable, tab-separated plain text files suitable for use in any software, including laboratory information systems.
 
-Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw}{our GitHub repository}.
+Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw/datasets}{our GitHub repository}.
 }
 
 \seealso{

man/WHONET.Rd

@@ -47,7 +47,7 @@ All reference data sets in the AMR package - including information on microorgan
 
 For maximum compatibility, we also provide machine-readable, tab-separated plain text files suitable for use in any software, including laboratory information systems.
 
-Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw}{our GitHub repository}.
+Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw/datasets}{our GitHub repository}.
 }
 
 \examples{

man/ab_property.Rd

@@ -103,7 +103,7 @@ All reference data sets in the AMR package - including information on microorgan
 
 For maximum compatibility, we also provide machine-readable, tab-separated plain text files suitable for use in any software, including laboratory information systems.
 
-Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw}{our GitHub repository}.
+Visit \href{https://amr-for-r.org/articles/datasets.html}{our website for direct download links}, or explore the actual files in \href{https://github.com/msberends/AMR/tree/main/data-raw/datasets}{our GitHub repository}.
 }
 
 \examples{

man/age_groups.Rd

@@ -4,20 +4,23 @@
 \alias{age_groups}
 \title{Split Ages into Age Groups}
 \usage{
-age_groups(x, split_at = c(12, 25, 55, 75), na.rm = FALSE)
+age_groups(x, split_at = c(0, 12, 25, 55, 75), names = NULL,
+  na.rm = FALSE)
 }
 \arguments{
 \item{x}{Age, e.g. calculated with \code{\link[=age]{age()}}.}
 
 \item{split_at}{Values to split \code{x} at - the default is age groups 0-11, 12-24, 25-54, 55-74 and 75+. See \emph{Details}.}
 
+\item{names}{Optional names to be given to the various age groups.}
+
 \item{na.rm}{A \link{logical} to indicate whether missing values should be removed.}
 }
 \value{
 Ordered \link{factor}
 }
 \description{
-Split ages into age groups defined by the \code{split} argument. This allows for easier demographic (antimicrobial resistance) analysis.
+Split ages into age groups defined by the \code{split} argument. This allows for easier demographic (antimicrobial resistance) analysis. The function returns an ordered \link{factor}.
 }
 \details{
 To split ages, the input for the \code{split_at} argument can be:
@@ -41,6 +44,7 @@ age_groups(ages, 50)
 
 # split into 0-19, 20-49 and 50+
 age_groups(ages, c(20, 50))
+age_groups(ages, c(20, 50), names = c("Under 20 years", "20 to 50 years", "Over 50 years"))
 
 # split into groups of ten years
 age_groups(ages, 1:10 * 10)

man/amr-tidymodels.Rd

@@ -0,0 +1,125 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/tidymodels.R
+\name{amr-tidymodels}
+\alias{amr-tidymodels}
+\alias{all_mic}
+\alias{all_mic_predictors}
+\alias{all_sir}
+\alias{all_sir_predictors}
+\alias{step_mic_log2}
+\alias{step_sir_numeric}
+\title{AMR Extensions for Tidymodels}
+\usage{
+all_mic()
+
+all_mic_predictors()
+
+all_sir()
+
+all_sir_predictors()
+
+step_mic_log2(recipe, ..., role = NA, trained = FALSE, columns = NULL,
+  skip = FALSE, id = recipes::rand_id("mic_log2"))
+
+step_sir_numeric(recipe, ..., role = NA, trained = FALSE, columns = NULL,
+  skip = FALSE, id = recipes::rand_id("sir_numeric"))
+}
+\arguments{
+\item{recipe}{A recipe object. The step will be added to the sequence of
+operations for this recipe.}
+
+\item{...}{One or more selector functions to choose variables for this step.
+See \code{\link[recipes:selections]{selections()}} for more details.}
+
+\item{role}{Not used by this step since no new variables are created.}
+
+\item{trained}{A logical to indicate if the quantities for preprocessing have
+been estimated.}
+
+\item{skip}{A logical. Should the step be skipped when the recipe is baked by
+\code{\link[recipes:bake]{bake()}}? While all operations are baked when \code{\link[recipes:prep]{prep()}} is run, some
+operations may not be able to be conducted on new data (e.g. processing the
+outcome variable(s)). Care should be taken when using \code{skip = TRUE} as it
+may affect the computations for subsequent operations.}
+
+\item{id}{A character string that is unique to this step to identify it.}
+}
+\description{
+This family of functions allows using AMR-specific data types such as \verb{<mic>} and \verb{<sir>} inside \code{tidymodels} pipelines.
+}
+\details{
+You can read more in our online \href{https://amr-for-r.org/articles/AMR_with_tidymodels.html}{AMR with tidymodels introduction}.
+
+Tidyselect helpers include:
+\itemize{
+\item \code{\link[=all_mic]{all_mic()}} and \code{\link[=all_mic_predictors]{all_mic_predictors()}} to select \verb{<mic>} columns
+\item \code{\link[=all_sir]{all_sir()}} and \code{\link[=all_sir_predictors]{all_sir_predictors()}} to select \verb{<sir>} columns
+}
+
+Pre-processing pipeline steps include:
+\itemize{
+\item \code{\link[=step_mic_log2]{step_mic_log2()}} to convert MIC columns to numeric (via \code{as.numeric()}) and apply a log2 transform, to be used with \code{\link[=all_mic_predictors]{all_mic_predictors()}}
+\item \code{\link[=step_sir_numeric]{step_sir_numeric()}} to convert SIR columns to numeric (via \code{as.numeric()}), to be used with \code{\link[=all_sir_predictors]{all_sir_predictors()}}: \code{"S"} = 1, \code{"I"}/\code{"SDD"} = 2, \code{"R"} = 3. All other values are rendered \code{NA}. Keep this in mind for further processing, especially if the model does not allow for \code{NA} values.
+}
+
+These steps integrate with \code{recipes::recipe()} and work like standard preprocessing steps. They are useful for preparing data for modelling, especially with classification models.
+}
+\examples{
+if (require("tidymodels")) {
+
+  # The below approach formed the basis for this paper: DOI 10.3389/fmicb.2025.1582703
+  # Presence of ESBL genes was predicted based on raw MIC values.
+
+
+  # example data set in the AMR package
+  esbl_isolates
+
+  # Prepare a binary outcome and convert to ordered factor
+  data <- esbl_isolates \%>\%
+    mutate(esbl = factor(esbl, levels = c(FALSE, TRUE), ordered = TRUE))
+
+  # Split into training and testing sets
+  split <- initial_split(data)
+  training_data <- training(split)
+  testing_data <- testing(split)
+
+  # Create and prep a recipe with MIC log2 transformation
+  mic_recipe <- recipe(esbl ~ ., data = training_data) \%>\%
+
+    # Optionally remove non-predictive variables
+    remove_role(genus, old_role = "predictor") \%>\%
+
+    # Apply the log2 transformation to all MIC predictors
+    step_mic_log2(all_mic_predictors()) \%>\%
+
+    # And apply the preparation steps
+    prep()
+
+  # View prepped recipe
+  mic_recipe
+
+  # Apply the recipe to training and testing data
+  out_training <- bake(mic_recipe, new_data = NULL)
+  out_testing <- bake(mic_recipe, new_data = testing_data)
+
+  # Fit a logistic regression model
+  fitted <- logistic_reg(mode = "classification") \%>\%
+    set_engine("glm") \%>\%
+    fit(esbl ~ ., data = out_training)
+
+  # Generate predictions on the test set
+  predictions <- predict(fitted, out_testing) \%>\%
+    bind_cols(out_testing)
+
+  # Evaluate predictions using standard classification metrics
+  our_metrics <- metric_set(accuracy, kap, ppv, npv)
+  metrics <- our_metrics(predictions, truth = esbl, estimate = .pred_class)
+
+  # Show performance
+  metrics
+}
+}
+\seealso{
+\code{\link[recipes:recipe]{recipes::recipe()}}, \code{\link[=as.mic]{as.mic()}}, \code{\link[=as.sir]{as.sir()}}
+}
+\keyword{internal}

man/antibiogram.Rd

@@ -11,7 +11,7 @@
 \source{
 \itemize{
 \item Bielicki JA \emph{et al.} (2016). \strong{Selecting appropriate empirical antibiotic regimens for paediatric bloodstream infections: application of a Bayesian decision model to local and pooled antimicrobial resistance surveillance data} \emph{Journal of Antimicrobial Chemotherapy} 71(3); \doi{10.1093/jac/dkv397}
-\item Bielicki JA \emph{et al.} (2020). \strong{Evaluation of the coverage of 3 antibiotic regimens for neonatal sepsis in the hospital setting across Asian countries} \emph{JAMA Netw Open.} 3(2):e1921124; \doi{10.1001.jamanetworkopen.2019.21124}
+\item Bielicki JA \emph{et al.} (2020). \strong{Evaluation of the coverage of 3 antibiotic regimens for neonatal sepsis in the hospital setting across Asian countries} \emph{JAMA Netw Open.} 3(2):e1921124; \doi{10.1001/jamanetworkopen.2019.21124}
 \item Klinker KP \emph{et al.} (2021). \strong{Antimicrobial stewardship and antibiograms: importance of moving beyond traditional antibiograms}. \emph{Therapeutic Advances in Infectious Disease}, May 5;8:20499361211011373; \doi{10.1177/20499361211011373}
 \item Barbieri E \emph{et al.} (2021). \strong{Development of a Weighted-Incidence Syndromic Combination Antibiogram (WISCA) to guide the choice of the empiric antibiotic treatment for urinary tract infection in paediatric patients: a Bayesian approach} \emph{Antimicrobial Resistance & Infection Control} May 1;10(1):74; \doi{10.1186/s13756-021-00939-2}
 \item \strong{M39 Analysis and Presentation of Cumulative Antimicrobial Susceptibility Test Data, 5th Edition}, 2022, \emph{Clinical and Laboratory Standards Institute (CLSI)}. \url{https://clsi.org/standards/products/microbiology/documents/m39/}.
@@ -23,16 +23,17 @@ antibiogram(x, antimicrobials = where(is.sir), mo_transform = "shortname",
   only_all_tested = FALSE, digits = ifelse(wisca, 1, 0),
   formatting_type = getOption("AMR_antibiogram_formatting_type",
   ifelse(wisca, 14, 18)), col_mo = NULL, language = get_AMR_locale(),
-  minimum = 30, combine_SI = TRUE, sep = " + ", wisca = FALSE,
-  simulations = 1000, conf_interval = 0.95, interval_side = "two-tailed",
-  info = interactive(), ...)
+  minimum = 30, combine_SI = TRUE, sep = " + ", sort_columns = TRUE,
+  wisca = FALSE, simulations = 1000, conf_interval = 0.95,
+  interval_side = "two-tailed", info = interactive(), ...)
 
 wisca(x, antimicrobials = where(is.sir), ab_transform = "name",
   syndromic_group = NULL, only_all_tested = FALSE, digits = 1,
   formatting_type = getOption("AMR_antibiogram_formatting_type", 14),
   col_mo = NULL, language = get_AMR_locale(), combine_SI = TRUE,
-  sep = " + ", simulations = 1000, conf_interval = 0.95,
-  interval_side = "two-tailed", info = interactive(), ...)
+  sep = " + ", sort_columns = TRUE, simulations = 1000,
+  conf_interval = 0.95, interval_side = "two-tailed",
+  info = interactive(), ...)
 
 retrieve_wisca_parameters(wisca_model, ...)
 
@@ -55,6 +56,7 @@ retrieve_wisca_parameters(wisca_model, ...)
 \item \code{c(aminoglycosides(), "AMP", "AMC")}
 \item \code{c(aminoglycosides(), carbapenems())}
 }
+\item Column indices using numbers
 \item Combination therapy, indicated by using \code{"+"}, with or without \link[=antimicrobial_selectors]{antimicrobial selectors}, e.g.:
 \itemize{
 \item \code{"cipro + genta"}
@@ -90,6 +92,8 @@ retrieve_wisca_parameters(wisca_model, ...)
 
 \item{sep}{A separating character for antimicrobial columns in combination antibiograms.}
 
+\item{sort_columns}{A \link{logical} to indicate whether the antimicrobial columns must be sorted on name.}
+
 \item{wisca}{A \link{logical} to indicate whether a Weighted-Incidence Syndromic Combination Antibiogram (WISCA) must be generated (default is \code{FALSE}). This will use a Bayesian decision model to estimate regimen coverage probabilities using \href{https://en.wikipedia.org/wiki/Monte_Carlo_method}{Monte Carlo simulations}. Set \code{simulations}, \code{conf_interval}, and \code{interval_side} to adjust.}
 
 \item{simulations}{(for WISCA) a numerical value to set the number of Monte Carlo simulations.}
@@ -160,7 +164,7 @@ Set \code{digits} (defaults to \code{0}) to alter the rounding of the susceptibi
 
 There are various antibiogram types, as summarised by Klinker \emph{et al.} (2021, \doi{10.1177/20499361211011373}), and they are all supported by \code{\link[=antibiogram]{antibiogram()}}.
 
-For clinical coverage estimations, \strong{use WISCA whenever possible}, since it provides more precise coverage estimates by accounting for pathogen incidence and antimicrobial susceptibility, as has been shown by Bielicki \emph{et al.} (2020, \doi{10.1001.jamanetworkopen.2019.21124}). See the section \emph{Explaining WISCA} on this page. Do note that WISCA is pathogen-agnostic, meaning that the outcome is not stratied by pathogen, but rather by syndrome.
+For clinical coverage estimations, \strong{use WISCA whenever possible}, since it provides more precise coverage estimates by accounting for pathogen incidence and antimicrobial susceptibility, as has been shown by Bielicki \emph{et al.} (2020, \doi{10.1001/jamanetworkopen.2019.21124}). See the section \emph{Explaining WISCA} on this page. Do note that WISCA is pathogen-agnostic, meaning that the outcome is not stratied by pathogen, but rather by syndrome.
 \enumerate{
 \item \strong{Traditional Antibiogram}
 
@@ -306,42 +310,11 @@ You can also use functions from specific 'table reporting' packages to transform
 \section{Explaining WISCA}{
 
 
-WISCA, as outlined by Bielicki \emph{et al.} (\doi{10.1093/jac/dkv397}), stands for Weighted-Incidence Syndromic Combination Antibiogram, which estimates the probability of adequate empirical antimicrobial regimen coverage for specific infection syndromes. This method leverages a Bayesian decision model with random effects for pathogen incidence and susceptibility, enabling robust estimates in the presence of sparse data.
+WISCA (Weighted-Incidence Syndromic Combination Antibiogram) estimates the probability of empirical coverage for combination regimens.
 
-The Bayesian model assumes conjugate priors for parameter estimation. For example, the coverage probability \eqn{\theta} for a given antimicrobial regimen is modelled using a Beta distribution as a prior:
+It weights susceptibility by pathogen prevalence within a clinical syndrome and provides credible intervals around the expected coverage.
 
-\deqn{\theta \sim \text{Beta}(\alpha_0, \beta_0)}
-
-where \eqn{\alpha_0} and \eqn{\beta_0} represent prior successes and failures, respectively, informed by expert knowledge or weakly informative priors (e.g., \eqn{\alpha_0 = 1, \beta_0 = 1}). The likelihood function is constructed based on observed data, where the number of covered cases for a regimen follows a binomial distribution:
-
-\deqn{y \sim \text{Binomial}(n, \theta)}
-
-Posterior parameter estimates are obtained by combining the prior and likelihood using Bayes' theorem. The posterior distribution of \eqn{\theta} is also a Beta distribution:
-
-\deqn{\theta | y \sim \text{Beta}(\alpha_0 + y, \beta_0 + n - y)}
-
-Pathogen incidence, representing the proportion of infections caused by different pathogens, is modelled using a Dirichlet distribution, which is the natural conjugate prior for multinomial outcomes. The Dirichlet distribution is parameterised by a vector of concentration parameters \eqn{\alpha}, where each \eqn{\alpha_i} corresponds to a specific pathogen. The prior is typically chosen to be uniform (\eqn{\alpha_i = 1}), reflecting an assumption of equal prior probability across pathogens.
-
-The posterior distribution of pathogen incidence is then given by:
-
-\deqn{\text{Dirichlet}(\alpha_1 + n_1, \alpha_2 + n_2, \dots, \alpha_K + n_K)}
-
-where \eqn{n_i} is the number of infections caused by pathogen \eqn{i} observed in the data. For practical implementation, pathogen incidences are sampled from their posterior using normalised Gamma-distributed random variables:
-
-\deqn{x_i \sim \text{Gamma}(\alpha_i + n_i, 1)}
-\deqn{p_i = \frac{x_i}{\sum_{j=1}^K x_j}}
-
-where \eqn{x_i} represents unnormalised pathogen counts, and \eqn{p_i} is the normalised proportion for pathogen \eqn{i}.
-
-For hierarchical modelling, pathogen-level effects (e.g., differences in resistance patterns) and regimen-level effects are modelled using Gaussian priors on log-odds. This hierarchical structure ensures partial pooling of estimates across groups, improving stability in strata with small sample sizes. The model is implemented using Hamiltonian Monte Carlo (HMC) sampling.
-
-Stratified results can be provided based on covariates such as age, sex, and clinical complexity (e.g., prior antimicrobial treatments or renal/urological comorbidities) using \code{dplyr}'s \code{\link[dplyr:group_by]{group_by()}} as a pre-processing step before running \code{\link[=wisca]{wisca()}}. Posterior odds ratios (ORs) are derived to quantify the effect of these covariates on coverage probabilities:
-
-\deqn{\text{OR}_{\text{covariate}} = \frac{\exp(\beta_{\text{covariate}})}{\exp(\beta_0)}}
-
-By combining empirical data with prior knowledge, WISCA overcomes the limitations of traditional combination antibiograms, offering disease-specific, patient-stratified estimates with robust uncertainty quantification. This tool is invaluable for antimicrobial stewardship programs and empirical treatment guideline refinement.
-
-\strong{Note:} WISCA never gives an output on the pathogen/species level, as all incidences and susceptibilities are already weighted for all species.
+For more background, interpretation, and examples, see \href{https://amr-for-r.org/articles/WISCA.html}{the WISCA vignette}.
 }
 
 \examples{