50 Commits
Author SHA1 Message Date
dr. M.S. (Matthijs) Berends b0c84cce9c (v1.7.1.9045) unit tests 2021-09-29 20:24:02 +02:00
dr. M.S. (Matthijs) Berends 557ce74fd7 (v1.7.1.9044) unit tests 2021-09-29 20:13:52 +02:00
dr. M.S. (Matthijs) Berends 45f597cac5 (v1.7.1.9043) unit tests 2021-09-29 20:10:44 +02:00
dr. M.S. (Matthijs) Berends 0775802b7f check file 2021-09-29 16:43:05 +02:00
dr. M.S. (Matthijs) Berends e8d3ce05d7 (v1.7.1.9041) new GH actions, branches rename 2021-09-29 16:36:03 +02:00
dr. M.S. (Matthijs) Berends 93a4734b44 (v1.7.1.9040) Support for Danish 2021-09-29 12:12:35 +02:00
dr. M.S. (Matthijs) Berends 5f433d6e5c (v1.7.1.9039) reinitiate all units tests 2021-09-03 13:08:36 +02:00
dr. M.S. (Matthijs) Berends 81a1a432bd (v1.7.1.9038) dplyr grouping fix on windows? 2021-09-01 16:52:55 +02:00
dr. M.S. (Matthijs) Berends bcab74fb6d (v1.7.1.9037) dplyr grouping fix on windows? 2021-08-31 17:06:44 +02:00
dr. M.S. (Matthijs) Berends 953dfac9e5 (v1.7.1.9036) dplyr grouping fix on windows? 2021-08-30 16:49:46 +02:00
dr. M.S. (Matthijs) Berends 986bd826ee (v1.7.1.9035) dplyr grouping fix on windows? 2021-08-30 15:43:12 +02:00
dr. M.S. (Matthijs) Berends af23f91e5c website update 2021-08-30 15:07:18 +02:00
dr. M.S. (Matthijs) Berends 1daa117e9f (v1.7.1.9033) dplyr grouping fix on windows? 2021-08-30 15:01:32 +02:00
dr. M.S. (Matthijs) Berends 6ca6a3f6df (v1.7.1.9032) dplyr grouping fix on windows? 2021-08-30 14:17:27 +02:00
dr. M.S. (Matthijs) Berends e6ce25162e (v1.7.1.9031) dplyr grouping fix on windows? 2021-08-30 14:07:46 +02:00
dr. M.S. (Matthijs) Berends d6a916d70b (v1.7.1.9030) unit test 2021-08-29 23:50:45 +02:00
dr. M.S. (Matthijs) Berends f0a4d29fe0 (v1.7.1.9029) unit test fix 2021-08-21 10:20:05 +02:00
dr. M.S. (Matthijs) Berends e4de7f5055 (v1.7.1.9028) fix unit test 2021-08-20 00:08:31 +02:00
dr. M.S. (Matthijs) Berends 41f35c73cd (v1.7.1.9027) fix unit test 2021-08-19 23:56:18 +02:00
dr. M.S. (Matthijs) Berends 2ab21b7af3 (v1.7.1.9026) updated DDDs 2021-08-19 23:43:02 +02:00
dr. M.S. (Matthijs) Berends 1b62bab007 (v1.7.1.9025) unit tests 2021-08-18 23:19:38 +02:00
dr. M.S. (Matthijs) Berends a44283f998 (v1.7.1.9024) unit tests 2021-08-17 14:34:11 +02:00
dr. M.S. (Matthijs) Berends a2d249962f (v1.7.1.9023) Removed filter_ functions, new set_ab_names(), ATC code update, ab selector update, fixes #46 and fixed #47 2021-08-16 21:54:34 +02:00
dr. M.S. (Matthijs) Berends 4e1efd902c (v1.7.1.9022) rely on vctrs for ab selectors 2021-07-23 21:42:11 +02:00
dr. M.S. (Matthijs) Berends 0ec81cc12e (v1.7.1.9021) autoplot generics 2021-07-12 22:12:28 +02:00
dr. M.S. (Matthijs) Berends 6838f03bde (v1.7.1.9020) autoplot generics 2021-07-12 20:24:49 +02:00
dr. M.S. (Matthijs) Berends fc946564d1 (v1.7.1.9019) Morganella MIC in EUCAST 2021 2021-07-12 12:28:41 +02:00
dr. M.S. (Matthijs) Berends 5ccb330b42 (v1.7.1.9018) translation fix 2021-07-11 13:20:45 +02:00
dr. M.S. (Matthijs) Berends 39d97ab53b (v1.7.1.9017) ab selector error 2021-07-08 23:05:45 +02:00
dr. M.S. (Matthijs) Berends b228eb1536 (v1.7.1.9016) only_treatable ab selectors 2021-07-08 22:23:28 +02:00
dr. M.S. (Matthijs) Berends 625a6fb304 (v1.7.1.9015) removed S3 taxonomic_name again 2021-07-07 20:34:05 +02:00
dr. M.S. (Matthijs) Berends ad10693a1a (v1.7.1.9014) rep() for S3 classes 2021-07-06 16:35:14 +02:00
dr. M.S. (Matthijs) Berends 16b4c74d44 (v1.7.1.9013) temp fix for ggplot2 bug #4511 2021-07-04 22:10:46 +02:00
dr. M.S. (Matthijs) Berends 350dbe6a11 (v1.7.1.9012) update unit tests 2021-07-04 20:25:30 +02:00
dr. M.S. (Matthijs) Berends 5b5741f681 (v1.7.1.9011) subsetting taxonomy fix 2021-07-04 15:26:50 +02:00
dr. M.S. (Matthijs) Berends 3bd50710e8 (v1.7.1.9010) fix for count_* and proportion_* 2021-07-04 12:00:41 +02:00
dr. M.S. (Matthijs) Berends 3e26929838 (v1.7.1.9009) fix for ab class selectors 2021-07-03 21:56:53 +02:00
dr. M.S. (Matthijs) Berends c8491d07f8 (v1.7.1.9008) unit tests 2021-06-23 10:19:38 +02:00
dr. M.S. (Matthijs) Berends 95050ee3e0 (v1.7.1.9007) Updated antibiotics dataset, fixes #41 2021-06-23 10:03:17 +02:00
dr. M.S. (Matthijs) Berends 1dc9d237f6 (v1.7.1.9006) unit tests 2021-06-22 13:09:41 +02:00
dr. M.S. (Matthijs) Berends d04e83f494 (v1.7.1.9005) ab class selectors for R-3.0 and R-3.1 2021-06-22 12:16:42 +02:00
dr. M.S. (Matthijs) Berends c44d9392ca (v1.7.1.9004) more extensive unit tests 2021-06-15 10:51:04 +02:00
dr. M.S. (Matthijs) Berends 556bf0014d (v1.7.1.9003) unit test 2021-06-14 22:37:05 +02:00
dr. M.S. (Matthijs) Berends 99be4c7e7e (v1.7.1.9002) ab class selectors update 2021-06-14 22:04:04 +02:00
dr. M.S. (Matthijs) Berends 683a0e748a (v1.7.1.9001) unit tests 2021-06-05 15:12:01 +02:00
dr. M.S. (Matthijs) Berends 1908e7cc7a (v1.7.1.9000) ab_class update, unit tests 2021-06-04 21:07:55 +02:00
dr. M.S. (Matthijs) Berends 7e70403efb (v1.7.1) New CRAN release 2021-06-03 15:19:21 +02:00
dr. M.S. (Matthijs) Berends 279376fccb (v1.7.0.9002) old MO codes 2021-06-01 16:36:33 +02:00
dr. M.S. (Matthijs) Berends bef0f42f66 (v1.7.0.9001) CLSI 2020 guideline 2021-06-01 15:33:06 +02:00
dr. M.S. (Matthijs) Berends f406319503 (v1.7.0.9000) package size 2021-05-30 22:14:38 +02:00
353 changed files with 31826 additions and 17831 deletions
+3
View File
@@ -23,8 +23,11 @@
^data-raw$
^\.lintr$
^tests/testthat/_snaps$
^vignettes/AMR.Rmd$
^vignettes/benchmarks.Rmd$
^vignettes/datasets.Rmd$
^vignettes/EUCAST.Rmd$
^vignettes/MDR.Rmd$
^vignettes/PCA.Rmd$
^vignettes/resistance_predict.Rmd$
^vignettes/SPSS.Rmd$
+48 -68
View File
@@ -26,15 +26,15 @@
on:
push:
branches:
- premaster
- master
- development
- main
pull_request:
branches:
- master
- main
schedule:
# run a schedule everyday at 3 AM.
# run a schedule everyday at 1 AM.
# this is to check that all dependencies are still available (see R/zzz.R)
- cron: '0 3 * * *'
- cron: '0 1 * * *'
name: R-code-check
@@ -50,22 +50,16 @@ jobs:
fail-fast: false
matrix:
config:
# these are the developmental version of R - we allow those tests to fail
# test all systems against all released versions of R >= 3.0, we support them all!
- {os: macOS-latest, r: 'devel', allowfail: true}
- {os: windows-latest, r: 'devel', allowfail: true}
- {os: macOS-latest, r: '4.1', allowfail: false}
- {os: macOS-latest, r: '4.0', allowfail: false}
- {os: macOS-latest, r: '3.6', allowfail: false}
- {os: macOS-latest, r: '3.5', allowfail: false}
- {os: macOS-latest, r: '3.4', allowfail: false}
- {os: macOS-latest, r: '3.3', allowfail: false}
- {os: macOS-latest, r: '3.2', allowfail: false}
- {os: ubuntu-20.04, r: 'devel', allowfail: true, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
# these are the current release of R
- {os: macOS-latest, r: 'release', allowfail: false}
- {os: windows-latest, r: 'release', allowfail: false}
- {os: ubuntu-20.04, r: 'release', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
# these are the previous release of R
- {os: macOS-latest, r: 'oldrel', allowfail: false}
- {os: windows-latest, r: 'oldrel', allowfail: false}
- {os: ubuntu-20.04, r: 'oldrel', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
# test against all released versions of R >= 3.0, we support them all!
- {os: ubuntu-20.04, r: '4.1', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '4.0', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.6', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
@@ -75,41 +69,44 @@ jobs:
- {os: ubuntu-20.04, r: '3.2', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.1', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.0', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: windows-latest, r: 'devel', allowfail: true}
- {os: windows-latest, r: '4.1', allowfail: false}
- {os: windows-latest, r: '4.0', allowfail: false}
- {os: windows-latest, r: '3.6', allowfail: false}
- {os: windows-latest, r: '3.5', allowfail: false}
- {os: windows-latest, r: '3.4', allowfail: false}
- {os: windows-latest, r: '3.3', allowfail: false}
- {os: windows-latest, r: '3.2', allowfail: false}
env:
R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
RSPM: ${{ matrix.config.rspm }}
R_REPOSITORIES: "https://cran.rstudio.com"
GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
R_KEEP_PKG_SOURCE: yes
steps:
- uses: actions/checkout@v2
- uses: r-lib/actions/setup-pandoc@v1
- uses: r-lib/actions/setup-r@v1
with:
r-version: ${{ matrix.config.r }}
- name: Install Linux dependencies
if: runner.os == 'Linux'
# update the below with sysreqs::sysreqs("DESCRIPTION") and check the "DEB" entries (for Ubuntu).
# we don't want to depend on the sysreqs pkg here, as it requires quite a recent R version
# as of May 2021: https://sysreqs.r-hub.io/pkg/AMR,R,cleaner,curl,dplyr,ggplot2,ggtext,knitr,microbenchmark,pillar,readxl,rmarkdown,rstudioapi,rvest,skimr,tidyr,tinytest,xml2,backports,crayon,rlang,vctrs,evaluate,highr,markdown,stringr,yaml,xfun,cli,ellipsis,fansi,lifecycle,utf8,glue,mime,magrittr,stringi,generics,R6,tibble,tidyselect,pkgconfig,purrr,digest,gtable,isoband,MASS,mgcv,scales,withr,nlme,Matrix,farver,labeling,munsell,RColorBrewer,viridisLite,lattice,colorspace,gridtext,Rcpp,RCurl,png,jpeg,bitops,cellranger,progress,rematch,hms,prettyunits,htmltools,jsonlite,tinytex,base64enc,httr,selectr,openssl,askpass,sys,repr,cpp11
run: |
sudo apt install -y libssl-dev pandoc pandoc-citeproc libxml2-dev libicu-dev libcurl4-openssl-dev libpng-dev
- name: Restore cached R packages
# this step will add the step 'Post Restore cached R packages' on a succesful run
if: runner.os != 'Windows'
uses: actions/cache@v1
with:
path: ${{ env.R_LIBS_USER }}
key: ${{ matrix.config.os }}-r-${{ matrix.config.r }}-v4
- name: Unpack AMR and install R dependencies
if: always()
run: |
tar -xf data-raw/AMR_latest.tar.gz
Rscript -e "source('data-raw/_install_deps.R')"
http-user-agent: ${{ matrix.config.http-user-agent }}
use-public-rspm: true
- name: show file list
run: ls -lh
shell: bash
- name: Install dependencies
if: always()
run: |
install.packages("remotes", repos = c("https://cloud.r-project.org", "https://cran.rstudio.com"))
remotes::install_local("data-raw/AMR_latest.tar.gz", dependencies = TRUE)
shell: Rscript {0}
- name: Show session info
if: always()
run: |
@@ -117,43 +114,26 @@ jobs:
utils::sessionInfo()
as.data.frame(utils::installed.packages())[, "Version", drop = FALSE]
shell: Rscript {0}
# - name: Only keep vignettes on release version
- name: Remove vignettes
# if: matrix.config.r != 'release'
if: always()
# writing to DESCRIPTION2 and then moving to DESCRIPTION is required for R < 3.3 as writeLines() cannot overwrite
run: |
rm -rf AMR/vignettes
Rscript -e "writeLines(readLines('AMR/DESCRIPTION')[!grepl('VignetteBuilder', readLines('AMR/DESCRIPTION'))], 'AMR/DESCRIPTION2')"
rm AMR/DESCRIPTION
mv AMR/DESCRIPTION2 AMR/DESCRIPTION
shell: bash
- name: Run R CMD check
if: always()
- uses: r-lib/actions/check-r-package@v1
env:
_R_CHECK_CRAN_INCOMING_: false
_R_CHECK_FORCE_SUGGESTS_: false
_R_CHECK_DEPENDS_ONLY_: true
_R_CHECK_LENGTH_1_CONDITION_: verbose
_R_CHECK_LENGTH_1_LOGIC2_: verbose
R_RUN_TINYTEST: true
# during 'R CMD check', R_LIBS_USER will be overwritten, so:
R_LIBS_USER_GH_ACTIONS: ${{ env.R_LIBS_USER }}
R_RUN_TINYTEST: true
run: |
R CMD check --no-manual --run-donttest --run-dontrun AMR
shell: bash
- name: Show unit tests output
if: always()
run: |
find . -name 'tinytest.Rout*' -exec cat '{}' \; || true
run: find check -name 'tinytest.Rout*' -exec cat '{}' \; || true
shell: bash
- name: Upload artifacts
- name: Upload check results
if: always()
uses: actions/upload-artifact@v2
uses: actions/upload-artifact@main
with:
name: artifacts-${{ matrix.config.os }}-r${{ matrix.config.r }}
path: AMR.Rcheck
name: ${{ matrix.config.os }}-r-${{ matrix.config.r }}-artifacts
path: check
+157
View File
@@ -0,0 +1,157 @@
# ==================================================================== #
# TITLE #
# Antimicrobial Resistance (AMR) Data Analysis for R #
# #
# SOURCE #
# https://github.com/msberends/AMR #
# #
# LICENCE #
# (c) 2018-2021 Berends MS, Luz CF et al. #
# Developed at the University of Groningen, the Netherlands, in #
# collaboration with non-profit organisations Certe Medical #
# Diagnostics & Advice, and University Medical Center Groningen. #
# #
# 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://msberends.github.io/AMR/ #
# ==================================================================== #
# This GitHub Actions file runs without ANY dependency, so works on all versions of R since R-3.0.
on:
push:
branches:
- premaster
- master
pull_request:
branches:
- master
schedule:
# run a schedule everyday at 1 AM.
# this is to check that all dependencies are still available (see R/zzz.R)
- cron: '0 1 * * *'
name: R-code-check
jobs:
R-code-check:
runs-on: ${{ matrix.config.os }}
continue-on-error: ${{ matrix.config.allowfail }}
name: ${{ matrix.config.os }} (R-${{ matrix.config.r }})
strategy:
fail-fast: false
matrix:
config:
# test all systems against all released versions of R >= 3.0, we support them all!
- {os: macOS-latest, r: 'devel', allowfail: true}
- {os: macOS-latest, r: '4.1', allowfail: false}
- {os: macOS-latest, r: '4.0', allowfail: false}
- {os: macOS-latest, r: '3.6', allowfail: false}
- {os: macOS-latest, r: '3.5', allowfail: false}
- {os: macOS-latest, r: '3.4', allowfail: false}
- {os: macOS-latest, r: '3.3', allowfail: false}
- {os: macOS-latest, r: '3.2', allowfail: false}
- {os: ubuntu-20.04, r: 'devel', allowfail: true, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '4.1', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '4.0', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.6', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.5', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.4', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.3', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.2', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.1', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: '3.0', allowfail: false, rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: windows-latest, r: 'devel', allowfail: true}
- {os: windows-latest, r: '4.1', allowfail: false}
- {os: windows-latest, r: '4.0', allowfail: false}
- {os: windows-latest, r: '3.6', allowfail: false}
- {os: windows-latest, r: '3.5', allowfail: false}
- {os: windows-latest, r: '3.4', allowfail: false}
- {os: windows-latest, r: '3.3', allowfail: false}
- {os: windows-latest, r: '3.2', allowfail: false}
env:
R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
RSPM: ${{ matrix.config.rspm }}
R_REPOSITORIES: "https://cran.rstudio.com"
steps:
- uses: actions/checkout@v2
- uses: r-lib/actions/setup-r@v1
with:
r-version: ${{ matrix.config.r }}
- name: Install Linux dependencies
if: runner.os == 'Linux'
# update the below with sysreqs::sysreqs("DESCRIPTION") and check the "DEB" entries (for Ubuntu).
# we don't want to depend on the sysreqs pkg here, as it requires quite a recent R version
# as of May 2021: https://sysreqs.r-hub.io/pkg/AMR,R,cleaner,curl,dplyr,ggplot2,ggtext,knitr,microbenchmark,pillar,readxl,rmarkdown,rstudioapi,rvest,skimr,tidyr,tinytest,xml2,backports,crayon,rlang,vctrs,evaluate,highr,markdown,stringr,yaml,xfun,cli,ellipsis,fansi,lifecycle,utf8,glue,mime,magrittr,stringi,generics,R6,tibble,tidyselect,pkgconfig,purrr,digest,gtable,isoband,MASS,mgcv,scales,withr,nlme,Matrix,farver,labeling,munsell,RColorBrewer,viridisLite,lattice,colorspace,gridtext,Rcpp,RCurl,png,jpeg,bitops,cellranger,progress,rematch,hms,prettyunits,htmltools,jsonlite,tinytex,base64enc,httr,selectr,openssl,askpass,sys,repr,cpp11
run: |
sudo apt install -y libssl-dev pandoc pandoc-citeproc libxml2-dev libicu-dev libcurl4-openssl-dev libpng-dev libudunits2-dev
- name: Query dependencies
# this will change every day (i.e. at scheduled night run of GitHub Action), so it will cache dependency updates
run: |
writeLines(paste0(format(Sys.Date(), "%Y%m%d"), sprintf("-R-%i.%i", getRversion()$major, getRversion()$minor)), ".github/daily-R-bundle")
shell: Rscript {0}
- name: Restore cached R packages
# this step will add the step 'Post Restore cached R packages' on a succesful run
uses: actions/cache@v2
with:
path: ${{ env.R_LIBS_USER }}
key: ${{ matrix.config.os }}-${{ hashFiles('.github/daily-R-bundle') }}-v4
- name: Unpack AMR and install R dependencies
if: always()
run: |
tar -xf data-raw/AMR_latest.tar.gz
Rscript -e "source('data-raw/_install_deps.R')"
shell: bash
- name: Show session info
if: always()
run: |
options(width = 100)
utils::sessionInfo()
as.data.frame(utils::installed.packages())[, "Version", drop = FALSE]
shell: Rscript {0}
- name: Run R CMD check
if: always()
env:
_R_CHECK_CRAN_INCOMING_: false
_R_CHECK_FORCE_SUGGESTS_: false
_R_CHECK_DEPENDS_ONLY_: true
_R_CHECK_LENGTH_1_CONDITION_: verbose
_R_CHECK_LENGTH_1_LOGIC2_: verbose
# during 'R CMD check', R_LIBS_USER will be overwritten, so:
R_LIBS_USER_GH_ACTIONS: ${{ env.R_LIBS_USER }}
R_RUN_TINYTEST: true
run: |
R CMD check --no-manual --run-donttest --run-dontrun AMR
shell: bash
- name: Show unit tests output
if: always()
run: |
find . -name 'tinytest.Rout*' -exec cat '{}' \; || true
shell: bash
- name: Upload artifacts
if: always()
uses: actions/upload-artifact@v2
with:
name: ${{ matrix.config.os }}-r-${{ matrix.config.r }}-artifacts
path: AMR.Rcheck
+14 -20
View File
@@ -26,11 +26,11 @@
on:
push:
branches:
- premaster
- master
- development
- main
pull_request:
branches:
- master
- main
name: code-coverage
@@ -48,12 +48,18 @@ jobs:
- uses: r-lib/actions/setup-pandoc@master
- name: Query dependencies
# this will change once a week, so it will cache dependency updates
run: |
writeLines(paste(format(Sys.Date(), "week %V %Y"), sprintf("R-%i.%i", getRversion()$major, getRversion()$minor)), ".github/week-R-version")
shell: Rscript {0}
- name: Restore cached R packages
# this step will add the step 'Post Restore cached R packages' on a succesful run
uses: actions/cache@v1
uses: actions/cache@v2
with:
path: ${{ env.R_LIBS_USER }}
key: macOS-latest-r-release-v4
key: ${{ matrix.config.os }}-${{ hashFiles('.github/week-R-version') }}-v4
- name: Unpack AMR and install R dependencies
run: |
@@ -68,26 +74,14 @@ jobs:
as.data.frame(utils::installed.packages())[, "Version", drop = FALSE]
shell: Rscript {0}
# - name: Test coverage
# env:
# CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
# run: |
# library(AMR)
# library(tinytest)
# library(covr)
# source_files <- list.files("R", pattern = ".R$", full.names = TRUE)
# test_files <- list.files("inst/tinytest", full.names = TRUE)
# cov <- file_coverage(source_files = source_files, test_files = test_files, parent_env = asNamespace("AMR"), line_exclusions = list("R/atc_online.R", "R/mo_source.R", "R/translate.R", "R/resistance_predict.R", "R/aa_helper_functions.R", "R/aa_helper_pm_functions.R", "R/zzz.R"))
# attr(cov, which = "package") <- list(path = ".") # until https://github.com/r-lib/covr/issues/478 is solved
# codecov(coverage = cov, quiet = FALSE)
# shell: Rscript {0}
- name: Test coverage
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
R_RUN_TINYTEST: true
run: |
install.packages("covr", repos = "https://cran.rstudio.com/")
library(AMR)
library(tinytest)
covr::codecov(line_exclusions = list("R/atc_online.R", "R/mo_source.R", "R/translate.R", "R/resistance_predict.R", "R/aa_helper_functions.R", "R/aa_helper_pm_functions.R", "R/zzz.R"))
x <- covr::codecov(line_exclusions = list("R/atc_online.R", "R/mo_source.R", "R/translate.R", "R/resistance_predict.R", "R/aa_helper_functions.R", "R/aa_helper_pm_functions.R", "R/zzz.R"))
print(x)
shell: Rscript {0}
+4 -4
View File
@@ -26,11 +26,11 @@
on:
push:
branches:
- premaster
- master
- development
- main
pull_request:
branches:
- master
- main
name: lintr
@@ -52,7 +52,7 @@ jobs:
shell: Rscript {0}
- name: Cache R packages
uses: actions/cache@v1
uses: actions/cache@v2
with:
path: ${{ env.R_LIBS_USER }}
key: ${{ runner.os }}-${{ hashFiles('.github/R-version') }}-1-${{ hashFiles('.github/depends.Rds') }}
+80 -57
View File
@@ -1,69 +1,92 @@
Package: AMR
Version: 1.7.0
Date: 2021-05-26
Version: 1.7.1.9045
Date: 2021-09-29
Title: Antimicrobial Resistance Data Analysis
Authors@R: c(
person(role = c("aut", "cre"),
family = "Berends", given = c("Matthijs", "S."), email = "m.s.berends@umcg.nl", comment = c(ORCID = "0000-0001-7620-1800")),
person(role = c("aut", "ctb"),
family = "Luz", given = c("Christian", "F."), email = "c.f.luz@umcg.nl", comment = c(ORCID = "0000-0001-5809-5995")),
person(role = c("aut", "ths"),
family = "Friedrich", given = c("Alexander", "W."), email = "alex.friedrich@umcg.nl", comment = c(ORCID = "0000-0003-4881-038X")),
person(role = c("aut", "ths"),
family = "Sinha", given = c("Bhanu", "N.", "M."), email = "b.sinha@umcg.nl", comment = c(ORCID = "0000-0003-1634-0010")),
person(role = c("aut", "ths"),
family = "Albers", given = c("Casper", "J."), email = "c.j.albers@rug.nl", comment = c(ORCID = "0000-0002-9213-6743")),
person(role = c("aut", "ths"),
family = "Glasner", given = "Corinna", email = "c.glasner@umcg.nl", comment = c(ORCID = "0000-0003-1241-1328")),
person(role = "ctb",
family = "Fonville", given = c("Judith", "M."), email = "j.fonville@pamm.nl"),
person(role = "ctb",
family = "Hassing", given = c("Erwin", "E.", "A."), email = "e.hassing@certe.nl"),
person(role = "ctb",
family = "Hazenberg", given = c("Eric", "H.", "L.", "C.", "M."), email = "e.hazenberg@jbz.nl"),
person(role = "ctb",
family = "Knight", given = "Gwen", email = "gwen.knight@lshtm.ac.uk"),
person(role = "ctb",
family = "Lenglet", given = "Annick", email = "annick.lenglet@amsterdam.msf.org"),
person(role = "ctb",
family = "Meijer", given = c("Bart", "C."), email = "b.meijerg@certe.nl"),
person(role = "ctb",
family = "Ny", given = "Sofia", email = "sofia.ny@folkhalsomyndigheten.se"),
person(role = "ctb",
family = "Schade", given = c("Rogier", "P."), email = "r.schade@amsterdamumc.nl"),
person(role = "ctb",
family = "Souverein", given = "Dennis", email = "d.souvereing@streeklabhaarlem.nl"),
person(role = "ctb",
family = "Underwood", given = "Anthony", email = "au3@sanger.ac.uk"))
Description: Functions to simplify and standardise antimicrobial resistance (AMR)
data analysis and to work with microbial and antimicrobial properties by
using evidence-based methods and reliable reference data such as LPSN
<doi:10.1099/ijsem.0.004332>.
Depends:
R (>= 3.0.0)
Suggests:
cleaner,
covr,
curl,
dplyr,
ggplot2,
ggtext,
knitr,
microbenchmark,
pillar,
readxl,
rmarkdown,
rstudioapi,
rvest,
skimr,
tidyr,
tinytest,
xml2
Authors@R: c(
person(given = c("Matthijs", "S."),
family = "Berends",
email = "m.s.berends@umcg.nl",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-7620-1800")),
person(given = c("Christian", "F."),
family = "Luz",
role = c("aut", "ctb"),
comment = c(ORCID = "0000-0001-5809-5995")),
person(given = c("Alexander", "W."),
family = "Friedrich",
role = "ths",
comment = c(ORCID = "0000-0003-4881-038X")),
person(given = c("Bhanu", "N.", "M."),
family = "Sinha",
role = "ths",
comment = c(ORCID = "0000-0003-1634-0010")),
person(given = c("Casper", "J."),
family = "Albers",
role = "ths",
comment = c(ORCID = "0000-0002-9213-6743")),
person(given = "Corinna",
family = "Glasner",
role = "ths",
comment = c(ORCID = "0000-0003-1241-1328")),
person(given = c("Judith", "M."),
family = "Fonville",
role = "ctb"),
person(given = c("Erwin", "E.", "A."),
family = "Hassing",
role = "ctb"),
person(given = c("Eric", "H.", "L.", "C.", "M."),
family = "Hazenberg",
role = "ctb"),
person(given = "Gwen",
family = "Knight",
role = "ctb",
comment = c(ORCID = "0000-0002-7263-9896")),
person(given = "Annick",
family = "Lenglet",
role = "ctb",
comment = c(ORCID = "0000-0003-2013-8405")),
person(given = c("Bart", "C."),
family = "Meijer",
role = "ctb"),
person(given = "Sofia",
family = "Ny",
role = "ctb",
comment = c(ORCID = "0000-0002-2017-1363")),
person(given = c("Rogier", "P."),
family = "Schade",
role = "ctb"),
person(given = "Dennis",
family = "Souverein",
role = "ctb",
comment = c(ORCID = "0000-0003-0455-0336")),
person(given = "Anthony",
family = "Underwood",
role = "ctb",
comment = c(ORCID = "0000-0002-8547-427")))
Depends: R (>= 3.0.0)
Enhances:
cleaner,
skimr,
ggplot2
Suggests:
curl,
dplyr,
ggtext,
knitr,
readxl,
rmarkdown,
rvest,
tinytest,
xml2
VignetteBuilder: knitr,rmarkdown
URL: https://msberends.github.io/AMR/, https://github.com/msberends/AMR
URL: https://github.com/msberends/AMR, https://msberends.github.io/AMR
BugReports: https://github.com/msberends/AMR/issues
License: GPL-2 | file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
RoxygenNote: 7.1.2
Roxygen: list(markdown = TRUE)
+22 -20
View File
@@ -5,6 +5,7 @@ S3method("!=",ab_selector)
S3method("!=",mic)
S3method("%%",mic)
S3method("%/%",mic)
S3method("&",ab_selector)
S3method("&",mic)
S3method("*",mic)
S3method("+",mic)
@@ -35,6 +36,7 @@ S3method("[[<-",mic)
S3method("[[<-",mo)
S3method("[[<-",rsi)
S3method("^",mic)
S3method("|",ab_selector)
S3method("|",mic)
S3method(abs,mic)
S3method(acos,mic)
@@ -120,7 +122,11 @@ S3method(print,rsi)
S3method(prod,mic)
S3method(quantile,mic)
S3method(range,mic)
S3method(rep,ab)
S3method(rep,disk)
S3method(rep,mic)
S3method(rep,mo)
S3method(rep,rsi)
S3method(round,mic)
S3method(sign,mic)
S3method(signif,mic)
@@ -157,27 +163,35 @@ export(ab_atc_group2)
export(ab_cid)
export(ab_class)
export(ab_ddd)
export(ab_ddd_units)
export(ab_from_text)
export(ab_group)
export(ab_info)
export(ab_loinc)
export(ab_name)
export(ab_property)
export(ab_selector)
export(ab_synonyms)
export(ab_tradenames)
export(ab_url)
export(administrable_iv)
export(administrable_per_os)
export(age)
export(age_groups)
export(all_antimicrobials)
export(aminoglycosides)
export(aminopenicillins)
export(anti_join_microorganisms)
export(antifungals)
export(antimicrobials_equal)
export(antimycobacterials)
export(as.ab)
export(as.disk)
export(as.mic)
export(as.mo)
export(as.rsi)
export(atc_online_ddd)
export(atc_online_ddd_units)
export(atc_online_groups)
export(atc_online_property)
export(availability)
@@ -207,24 +221,7 @@ export(eucast_dosage)
export(eucast_exceptional_phenotypes)
export(eucast_rules)
export(facet_rsi)
export(filter_1st_cephalosporins)
export(filter_2nd_cephalosporins)
export(filter_3rd_cephalosporins)
export(filter_4th_cephalosporins)
export(filter_5th_cephalosporins)
export(filter_ab_class)
export(filter_aminoglycosides)
export(filter_betalactams)
export(filter_carbapenems)
export(filter_cephalosporins)
export(filter_first_isolate)
export(filter_first_weighted_isolate)
export(filter_fluoroquinolones)
export(filter_glycopeptides)
export(filter_macrolides)
export(filter_oxazolidinones)
export(filter_penicillins)
export(filter_tetracyclines)
export(first_isolate)
export(fluoroquinolones)
export(full_join_microorganisms)
@@ -248,13 +245,13 @@ export(is.rsi.eligible)
export(is_new_episode)
export(italicise_taxonomy)
export(italicize_taxonomy)
export(key_antibiotics)
export(key_antibiotics_equal)
export(key_antimicrobials)
export(kurtosis)
export(labels_rsi_count)
export(left_join_microorganisms)
export(like)
export(lincosamides)
export(lipoglycopeptides)
export(macrolides)
export(mdr_cmi2012)
export(mdr_tb)
@@ -294,15 +291,16 @@ export(mo_year)
export(mrgn)
export(n_rsi)
export(oxazolidinones)
export(p_symbol)
export(pca)
export(penicillins)
export(polymyxins)
export(proportion_I)
export(proportion_IR)
export(proportion_R)
export(proportion_S)
export(proportion_SI)
export(proportion_df)
export(quinolones)
export(random_disk)
export(random_mic)
export(random_rsi)
@@ -314,11 +312,15 @@ export(rsi_predict)
export(scale_rsi_colours)
export(scale_y_percent)
export(semi_join_microorganisms)
export(set_ab_names)
export(set_mo_source)
export(skewness)
export(streptogramins)
export(susceptibility)
export(tetracyclines)
export(theme_rsi)
export(trimethoprims)
export(ureidopenicillins)
importFrom(graphics,arrows)
importFrom(graphics,axis)
importFrom(graphics,barplot)
+74 -22
View File
@@ -1,8 +1,57 @@
# `AMR` 1.7.0
# `AMR` 1.7.1.9045
## <small>Last updated: 29 September 2021</small>
### Breaking changes
* Removed `p_symbol()` and all `filter_*()` functions (except for `filter_first_isolate()`), which were all deprecated in a previous package version
* Removed the `key_antibiotics()` and `key_antibiotics_equal()` functions, which were deprecated and superseded by `key_antimicrobials()` and `antimicrobials_equal()`
* Removed all previously implemented `ggplot2::ggplot()` generics for classes `<mic>`, `<disk>`, `<rsi>` and `<resistance_predict>` as they did not follow the `ggplot2` logic. They were replaced with `ggplot2::autoplot()` generics.
### New
* Function `set_ab_names()` to rename data set columns that resemble antimicrobial drugs. This allows for quickly renaming columns to official names, ATC codes, etc.
* Support for Danish, and also added missing translations of all antimicrobial drugs in Italian, French and Portuguese
### Changed
* The `antibiotics` data set now contains **all ATC codes** that are available through the [WHOCC website](https://www.whocc.no), regardless of drugs being present in more than one ATC group. This means that:
* Some drugs now contain multiple ATC codes (e.g., metronidazole contains 5)
* `antibiotics$atc` is now a `list` containing `character` vectors, and this `atc` column was moved to the 5th position of the `antibiotics` data set
* `ab_atc()` does not always return a character vector of length 1, and returns a `list` if the input is larger than length 1
* `ab_info()` has a slightly different output
* Some DDDs (daily defined doses) were added or updated according to newly included ATC codes
* Antibiotic selectors
* They now also work in R-3.0 and R-3.1, supporting every version of R since 2013 like the rest of the package
* Added more selectors for antibiotic classes: `aminopenicillins()`, `antifungals()`, `antimycobacterials()`, `lincosamides()`, `lipoglycopeptides()`, `polymyxins()`, `quinolones()`, `streptogramins()`, `trimethoprims()` and `ureidopenicillins()`
* Added specific selectors for certain types for treatment: `administrable_per_os()` and `administrable_iv()`, which are based on available Defined Daily Doses (DDDs), as defined by the WHOCC. These are ideal for e.g. analysing pathogens in primary care where IV treatment is not an option. They can be combined with other AB selectors, e.g. to select penicillins that are only administrable per os (i.e., orally):
```r
example_isolates[, penicillins() & administrable_per_os()] # base R
example_isolates %>% select(penicillins() & administrable_per_os()) # dplyr
```
* Added the selector `ab_selector()`, which accepts a filter to be used internally on the `antibiotics` data set, yielding great flexibility on drug properties, such as selecting antibiotic columns with an oral DDD of at least 1 gram:
```r
example_isolates[, ab_selector(oral_ddd > 1 & oral_units == "g")] # base R
example_isolates %>% select(ab_selector(oral_ddd > 1 & oral_units == "g")) # dplyr
```
* Fix for using selectors multiple times in one call (e.g., using them in `dplyr::filter()` and immediately after in `dplyr::select()`)
* Added argument `only_treatable`, which defaults to `TRUE` and will exclude drugs that are only for laboratory tests and not for treating patients (such as imipenem/EDTA and gentamicin-high)
* Fixed the Gram stain (`mo_gramstain()`) determination of the taxonomic class Negativicutes within the phylum of Firmicutes - they were considered Gram-positives because of their phylum but are actually Gram-negative. This impacts 137 taxonomic species, genera and families, such as *Negativicoccus* and *Veillonella*.
* Fix to prevent introducing `NA`s for old MO codes when running `as.mo()` on them
* Added more informative error messages when any of the `proportion_*()` and `count_*()` functions fail
* When printing a tibble with any old MO code, a warning will be thrown that old codes should be updated using `as.mo()`
* Improved automatic column selector when `col_*` arguments are left blank, e.g. in `first_isolate()`
* The right input types for `random_mic()`, `random_disk()` and `random_rsi()` are now enforced
* `as.rsi()` can now correct for textual input (such as "Susceptible", "Resistant") in Dutch, English, French, German, Italian, Portuguese and Spanish
* When warnings are thrown because of too few isolates in any `count_*()`, `proportion_*()` function (or `resistant()` or `susceptible()`), the `dplyr` group will be shown, if available
* Fix for legends created with `scale_rsi_colours()` when using `ggplot2` v3.3.4 or higher (this is ggplot2 bug 4511, soon to be fixed)
* Fix for minor translation errors
* Fix for the MIC interpretation of *Morganellaceae* (such as *Morganella* and *Proteus*) when using the EUCAST 2021 guideline
* Improved algorithm for generating random MICs with `random_mic()`
* Improved plot legends for MICs and disk diffusion values
* Improved speed of `as.ab()` and all `ab_*()` functions
# AMR 1.7.1
### Breaking change
* All antibiotic class selectors (such as `carbapenems()`, `aminoglycosides()`) can now be used for filtering as well, making all their accompanying `filter_*()` functions redundant (such as `filter_carbapenems()`, `filter_aminoglycosides()`). These functions are now deprecated and will be removed in a next release.
* All antibiotic class selectors (such as `carbapenems()`, `aminoglycosides()`) can now be used for filtering as well, making all their accompanying `filter_*()` functions redundant (such as `filter_carbapenems()`, `filter_aminoglycosides()`). These functions are now deprecated and will be removed in a next release. Examples of how the selectors can be used for filtering:
```r
# select columns with results for carbapenems
example_isolates[, carbapenems()] # base R
@@ -21,6 +70,7 @@
```
### New
* Support for CLSI 2020 guideline for interpreting MICs and disk diffusion values (using `as.rsi()`)
* Function `custom_eucast_rules()` that brings support for custom AMR rules in `eucast_rules()`
* Function `italicise_taxonomy()` to make taxonomic names within a string italic, with support for markdown and ANSI
* Support for all four methods to determine first isolates as summarised by Hindler *et al.* (doi: [10.1086/511864](https://doi.org/10.1086/511864)): isolate-based, patient-based, episode-based and phenotype-based. The last method is now the default.
@@ -35,6 +85,7 @@
### Changed
* `bug_drug_combinations()` now supports grouping using the `dplyr` package
* Custom MDRO guidelines (`mdro()`, `custom_mdro_guideline()`):
* Custom MDRO guidelines can now be combined with other custom MDRO guidelines using `c()`
* Fix for applying the rules; in previous versions, rows were interpreted according to the last matched rule. Now, rows are interpreted according to the first matched rule
@@ -67,10 +118,11 @@
* `age()` now vectorises over both `x` and `reference`
### Other
* As requested by CRAN administrators: decreased package size by 3 MB in costs of a slower loading time of the package
* All unit tests are now processed by the `tinytest` package, instead of the `testthat` package. The `testthat` package unfortunately requires tons of dependencies that are also heavy and only usable for recent R versions, disallowing developers to test a package under any R 3.* version. On the contrary, the `tinytest` package is very lightweight and dependency-free.
# `AMR` 1.6.0
# AMR 1.6.0
### New
* Support for EUCAST Clinical Breakpoints v11.0 (2021), effective in the `eucast_rules()` function and in `as.rsi()` to interpret MIC and disk diffusion values. This is now the default guideline in this package.
@@ -164,7 +216,7 @@
* Loading the package (i.e., `library(AMR)`) now is ~50 times faster than before, in costs of package size (which increased by ~3 MB)
# `AMR` 1.5.0
# AMR 1.5.0
### New
* Functions `get_episode()` and `is_new_episode()` to determine (patient) episodes which are not necessarily based on microorganisms. The `get_episode()` function returns the index number of the episode per group, while the `is_new_episode()` function returns values `TRUE`/`FALSE` to indicate whether an item in a vector is the start of a new episode. They also support `dplyr`s grouping (i.e. using `group_by()`):
@@ -241,7 +293,7 @@
* Added CodeFactor as a continuous code review to this package: <https://www.codefactor.io/repository/github/msberends/amr/>
* Added Dr. Rogier Schade as contributor
# `AMR` 1.4.0
# AMR 1.4.0
### New
* Support for 'EUCAST Expert Rules' / 'EUCAST Intrinsic Resistance and Unusual Phenotypes' version 3.2 of May 2020. With this addition to the previously implemented version 3.1 of 2016, the `eucast_rules()` function can now correct for more than 180 different antibiotics and the `mdro()` function can determine multidrug resistance based on more than 150 different antibiotics. All previously implemented versions of the EUCAST rules are now maintained and kept available in this package. The `eucast_rules()` function consequently gained the arguments `version_breakpoints` (at the moment defaults to v10.0, 2020) and `version_expertrules` (at the moment defaults to v3.2, 2020). The `example_isolates` data set now also reflects the change from v3.1 to v3.2. The `mdro()` function now accepts `guideline == "EUCAST3.1"` and `guideline == "EUCAST3.2"`.
@@ -313,7 +365,7 @@
* Removed unnecessary references to the `base` package
* Added packages that could be useful for some functions to the `Suggests` field of the `DESCRIPTION` file
# `AMR` 1.3.0
# AMR 1.3.0
### New
* Function `ab_from_text()` to retrieve antimicrobial drug names, doses and forms of administration from clinical texts in e.g. health care records, which also corrects for misspelling since it uses `as.ab()` internally
@@ -366,7 +418,7 @@
### Other
* Moved primary location of this project from GitLab to [GitHub](https://github.com/msberends/AMR), giving us native support for automated syntax checking without being dependent on external services such as AppVeyor and Travis CI.
# `AMR` 1.2.0
# AMR 1.2.0
### Breaking
* Removed code dependency on all other R packages, making this package fully independent of the development process of others. This is a major code change, but will probably not be noticeable by most users.
@@ -404,7 +456,7 @@
* Removed previously deprecated function `p.symbol()` - it was replaced with `p_symbol()`
* Removed function `read.4d()`, that was only useful for reading data from an old test database.
# `AMR` 1.1.0
# AMR 1.1.0
### New
* Support for easy principal component analysis for AMR, using the new `pca()` function
@@ -426,7 +478,7 @@
* Support for the upcoming `dplyr` version 1.0.0
* More robust assigning for classes `rsi` and `mic`
# `AMR` 1.0.1
# AMR 1.0.1
### Changed
* Fixed important floating point error for some MIC comparisons in EUCAST 2020 guideline
@@ -442,7 +494,7 @@
* Added `uti` (as abbreviation of urinary tract infections) as argument to `as.rsi()`, so interpretation of MIC values and disk zones can be made dependent on isolates specifically from UTIs
* Info printing in functions `eucast_rules()`, `first_isolate()`, `mdro()` and `resistance_predict()` will now at default only print when R is in an interactive mode (i.e. not in RMarkdown)
# `AMR` 1.0.0
# AMR 1.0.0
This software is now out of beta and considered stable. Nonetheless, this package will be developed continually.
@@ -490,7 +542,7 @@ This software is now out of beta and considered stable. Nonetheless, this packag
* Full support for the upcoming R 4.0
* Removed unnecessary `AMR::` calls
# `AMR` 0.9.0
# AMR 0.9.0
### Breaking
* Adopted Adeolu *et al.* (2016), [PMID 27620848](https:/pubmed.ncbi.nlm.nih.gov/27620848/) for the `microorganisms` data set, which means that the new order Enterobacterales now consists of a part of the existing family Enterobacteriaceae, but that this family has been split into other families as well (like *Morganellaceae* and *Yersiniaceae*). Although published in 2016, this information is not yet in the Catalogue of Life version of 2019. All MDRO determinations with `mdro()` will now use the Enterobacterales order for all guidelines before 2016 that were dependent on the Enterobacteriaceae family.
@@ -556,7 +608,7 @@ This software is now out of beta and considered stable. Nonetheless, this packag
* Change dependency on `clean` to `cleaner`, as this package was renamed accordingly upon CRAN request
* Added Dr. Sofia Ny as contributor
# `AMR` 0.8.0
# AMR 0.8.0
### Breaking
* Determination of first isolates now **excludes** all 'unknown' microorganisms at default, i.e. microbial code `"UNKNOWN"`. They can be included with the new argument `include_unknown`:
@@ -685,7 +737,7 @@ This software is now out of beta and considered stable. Nonetheless, this packag
* Added Prof. Dr. Casper Albers as doctoral advisor and added Dr. Judith Fonville, Eric Hazenberg, Dr. Bart Meijer, Dr. Dennis Souverein and Annick Lenglet as contributors
* Cleaned the coding style of every single syntax line in this package with the help of the `lintr` package
# `AMR` 0.7.1
# AMR 0.7.1
#### New
* Function `rsi_df()` to transform a `data.frame` to a data set containing only the microbial interpretation (S, I, R), the antibiotic, the percentage of S/I/R and the number of available isolates. This is a convenient combination of the existing functions `count_df()` and `portion_df()` to immediately show resistance percentages and number of available isolates:
@@ -746,7 +798,7 @@ This software is now out of beta and considered stable. Nonetheless, this packag
#### Other
* Fixed a note thrown by CRAN tests
# `AMR` 0.7.0
# AMR 0.7.0
#### New
* Support for translation of disk diffusion and MIC values to RSI values (i.e. antimicrobial interpretations). Supported guidelines are EUCAST (2011 to 2019) and CLSI (2011 to 2019). Use `as.rsi()` on an MIC value (created with `as.mic()`), a disk diffusion value (created with the new `as.disk()`) or on a complete date set containing columns with MIC or disk diffusion values.
@@ -804,13 +856,13 @@ This software is now out of beta and considered stable. Nonetheless, this packag
#### Other
* Support for R 3.6.0 and later by providing support for [staged install](https://developer.r-project.org/Blog/public/2019/02/14/staged-install/index.html)
# `AMR` 0.6.1
# AMR 0.6.1
#### Changed
* Fixed a critical bug when using `eucast_rules()` with `verbose = TRUE`
* Coercion of microbial IDs are now written to the package namespace instead of the user's home folder, to comply with the CRAN policy
# `AMR` 0.6.0
# AMR 0.6.0
**New website!**
@@ -1003,7 +1055,7 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
#### Other
* Updated licence text to emphasise GPL 2.0 and that this is an R package.
# `AMR` 0.5.0
# AMR 0.5.0
#### New
* Repository moved to GitLab
@@ -1086,7 +1138,7 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
* Updated vignettes to comply with README
# `AMR` 0.4.0
# AMR 0.4.0
#### New
* The data set `microorganisms` now contains **all microbial taxonomic data from ITIS** (kingdoms Bacteria, Fungi and Protozoa), the Integrated Taxonomy Information System, available via https://itis.gov. The data set now contains more than 18,000 microorganisms with all known bacteria, fungi and protozoa according ITIS with genus, species, subspecies, family, order, class, phylum and subkingdom. The new data set `microorganisms.old` contains all previously known taxonomic names from those kingdoms.
@@ -1197,7 +1249,7 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
#### Other
* More unit tests to ensure better integrity of functions
# `AMR` 0.3.0
# AMR 0.3.0
#### New
* **BREAKING**: `rsi_df` was removed in favour of new functions `portion_R`, `portion_IR`, `portion_I`, `portion_SI` and `portion_S` to selectively calculate resistance or susceptibility. These functions are 20 to 30 times faster than the old `rsi` function. The old function still works, but is deprecated.
@@ -1267,7 +1319,7 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
* Windows: https://ci.appveyor.com/project/msberends/amr
* Added thesis advisors to DESCRIPTION file
# `AMR` 0.2.0
# AMR 0.2.0
#### New
* Full support for Windows, Linux and macOS
@@ -1302,7 +1354,7 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
* Added build tests for Linux and macOS using Travis CI (https://travis-ci.org/msberends/AMR)
* Added line coverage checking using CodeCov (https://codecov.io/gh/msberends/AMR/tree/master/R)
# `AMR` 0.1.1
# AMR 0.1.1
* `EUCAST_rules` applies for amoxicillin even if ampicillin is missing
* Edited column names to comply with GLIMS, the laboratory information system
@@ -1310,6 +1362,6 @@ We've got a new website: [https://msberends.gitlab.io/AMR](https://msberends.git
* Renamed 'Daily Defined Dose' to 'Defined Daily Dose'
* Added barplots for `rsi` and `mic` classes
# `AMR` 0.1.0
# AMR 0.1.0
* First submission to CRAN.
+97 -126
View File
@@ -135,7 +135,6 @@ check_dataset_integrity <- function() {
" the AMR package from working correctly: ",
vector_and(overwritten, quotes = "'"),
".\nPlease rename your object", plural[3], ".", call = FALSE)
remember_thrown_message("dataset_overwritten")
}
}
# check if other packages did not overwrite our data sets
@@ -170,67 +169,73 @@ search_type_in_df <- function(x, type, info = TRUE) {
# remove attributes from other packages
x <- as.data.frame(x, stringsAsFactors = FALSE)
colnames(x) <- trimws(colnames(x))
colnames_formatted <- tolower(generalise_antibiotic_name(colnames(x)))
# -- mo
if (type == "mo") {
if (any(vapply(FUN.VALUE = logical(1), x, is.mo))) {
found <- sort(colnames(x)[vapply(FUN.VALUE = logical(1), x, is.mo)])[1]
} else if ("mo" %in% colnames(x) &
suppressWarnings(
all(x$mo %in% c(NA,
microorganisms$mo,
microorganisms.translation$mo_old)))) {
# take first <mo> column
found <- colnames(x)[vapply(FUN.VALUE = logical(1), x, is.mo)]
} else if ("mo" %in% colnames_formatted &
suppressWarnings(all(x$mo %in% c(NA, microorganisms$mo)))) {
found <- "mo"
} else if (any(colnames(x) %like% "^(mo|microorganism|organism|bacteria|ba[ck]terie)s?$")) {
found <- sort(colnames(x)[colnames(x) %like% "^(mo|microorganism|organism|bacteria|ba[ck]terie)s?$"])[1]
} else if (any(colnames(x) %like% "^(microorganism|organism|bacteria|ba[ck]terie)")) {
found <- sort(colnames(x)[colnames(x) %like% "^(microorganism|organism|bacteria|ba[ck]terie)"])[1]
} else if (any(colnames(x) %like% "species")) {
found <- sort(colnames(x)[colnames(x) %like% "species"])[1]
} else if (any(colnames_formatted %like_case% "^(mo|microorganism|organism|bacteria|ba[ck]terie)s?$")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "^(mo|microorganism|organism|bacteria|ba[ck]terie)s?$"])
} else if (any(colnames_formatted %like_case% "^(microorganism|organism|bacteria|ba[ck]terie)")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "^(microorganism|organism|bacteria|ba[ck]terie)"])
} else if (any(colnames_formatted %like_case% "species")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "species"])
}
}
# -- key antibiotics
if (type %in% c("keyantibiotics", "keyantimicrobials")) {
if (any(colnames(x) %like% "^key.*(ab|antibiotics|antimicrobials)")) {
found <- sort(colnames(x)[colnames(x) %like% "^key.*(ab|antibiotics|antimicrobials)"])[1]
if (any(colnames_formatted %like_case% "^key.*(ab|antibiotics|antimicrobials)")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "^key.*(ab|antibiotics|antimicrobials)"])
}
}
# -- date
if (type == "date") {
if (any(colnames(x) %like% "^(specimen date|specimen_date|spec_date)")) {
if (any(colnames_formatted %like_case% "^(specimen date|specimen_date|spec_date)")) {
# WHONET support
found <- sort(colnames(x)[colnames(x) %like% "^(specimen date|specimen_date|spec_date)"])[1]
found <- sort(colnames(x)[colnames_formatted %like_case% "^(specimen date|specimen_date|spec_date)"])
if (!any(class(pm_pull(x, found)) %in% c("Date", "POSIXct"))) {
stop(font_red(paste0("Found column '", font_bold(found), "' to be used as input for `col_", type,
"`, but this column contains no valid dates. Transform its values to valid dates first.")),
call. = FALSE)
}
} else if (any(vapply(FUN.VALUE = logical(1), x, function(x) inherits(x, c("Date", "POSIXct"))))) {
found <- sort(colnames(x)[vapply(FUN.VALUE = logical(1), x, function(x) inherits(x, c("Date", "POSIXct")))])[1]
# take first <Date> column
found <- colnames(x)[vapply(FUN.VALUE = logical(1), x, function(x) inherits(x, c("Date", "POSIXct")))]
}
}
# -- patient id
if (type == "patient_id") {
if (any(colnames(x) %like% "^(identification |patient|patid)")) {
found <- sort(colnames(x)[colnames(x) %like% "^(identification |patient|patid)"])[1]
crit1 <- colnames_formatted %like_case% "^(patient|patid)"
if (any(crit1)) {
found <- colnames(x)[crit1]
} else {
crit2 <- colnames_formatted %like_case% "(identification |patient|pat.*id)"
if (any(crit2)) {
found <- colnames(x)[crit2]
}
}
}
# -- specimen
if (type == "specimen") {
if (any(colnames(x) %like% "(specimen type|spec_type)")) {
found <- sort(colnames(x)[colnames(x) %like% "(specimen type|spec_type)"])[1]
} else if (any(colnames(x) %like% "^(specimen)")) {
found <- sort(colnames(x)[colnames(x) %like% "^(specimen)"])[1]
if (any(colnames_formatted %like_case% "(specimen type|spec_type)")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "(specimen type|spec_type)"])
} else if (any(colnames_formatted %like_case% "^(specimen)")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "^(specimen)"])
}
}
# -- UTI (urinary tract infection)
if (type == "uti") {
if (any(colnames(x) == "uti")) {
found <- colnames(x)[colnames(x) == "uti"][1]
} else if (any(colnames(x) %like% "(urine|urinary)")) {
found <- sort(colnames(x)[colnames(x) %like% "(urine|urinary)"])[1]
if (any(colnames_formatted == "uti")) {
found <- colnames(x)[colnames_formatted == "uti"]
} else if (any(colnames_formatted %like_case% "(urine|urinary)")) {
found <- sort(colnames(x)[colnames_formatted %like_case% "(urine|urinary)"])
}
if (!is.null(found)) {
# this column should contain logicals
@@ -243,14 +248,15 @@ search_type_in_df <- function(x, type, info = TRUE) {
}
}
found <- found[1]
if (!is.null(found) & info == TRUE) {
if (message_not_thrown_before(fn = paste0("search_", type))) {
msg <- paste0("Using column '", font_bold(found), "' as input for `col_", type, "`.")
if (type %in% c("keyantibiotics", "specimen")) {
if (type %in% c("keyantibiotics", "keyantimicrobials", "specimen")) {
msg <- paste(msg, "Use", font_bold(paste0("col_", type), "= FALSE"), "to prevent this.")
}
message_(msg)
remember_thrown_message(fn = paste0("search_", type))
}
}
found
@@ -292,7 +298,7 @@ stop_ifnot_installed <- function(package) {
pkg_is_available <- function(pkg, also_load = TRUE) {
if (also_load == TRUE) {
out <- suppressWarnings(require(pkg, character.only = TRUE, warn.conflicts = FALSE, quietly = TRUE))
out <- suppressWarnings(require(pkg, character.only = TRUE, warn.conflicts = FALSE))
} else {
out <- requireNamespace(pkg, quietly = TRUE)
}
@@ -392,6 +398,9 @@ word_wrap <- function(...,
# format backticks
msg <- gsub("(`.+?`)", font_grey_bg("\\1"), msg)
# clean introduced whitespace between fullstops
msg <- gsub("[.] +[.]", "..", msg)
msg
}
@@ -508,12 +517,12 @@ dataset_UTF8_to_ASCII <- function(df) {
# 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_file$then_change_these_antibiotics, ",")))))
x <- trimws(unique(toupper(unlist(strsplit(EUCAST_RULES_DF$then_change_these_antibiotics, ",")))))
ab <- character()
for (val in x) {
if (val %in% ls(envir = asNamespace("AMR"))) {
if (paste0("AB_", val) %in% ls(envir = asNamespace("AMR"))) {
# antibiotic group names, as defined in data-raw/_internals.R, such as `CARBAPENEMS`
val <- eval(parse(text = val), envir = asNamespace("AMR"))
val <- eval(parse(text = paste0("AB_", val)), envir = asNamespace("AMR"))
} else if (val %in% AB_lookup$ab) {
# separate drugs, such as `AMX`
val <- as.ab(val)
@@ -523,7 +532,7 @@ create_eucast_ab_documentation <- function() {
ab <- c(ab, val)
}
ab <- unique(ab)
atcs <- ab_atc(ab)
atcs <- ab_atc(ab, only_first = TRUE)
# only keep ABx with an ATC code:
ab <- ab[!is.na(atcs)]
ab_names <- ab_name(ab, language = NULL, tolower = TRUE)
@@ -535,7 +544,7 @@ create_eucast_ab_documentation <- function() {
out
}
vector_or <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE, last_sep = " or ") {
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)
if (isTRUE(sort)) {
@@ -551,6 +560,9 @@ vector_or <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE, last_sep =
} else {
quotes <- quotes[1L]
}
if (isTRUE(initial_captital)) {
v[1] <- gsub("^([a-z])", "\\U\\1", v[1], perl = TRUE)
}
if (length(v) == 1) {
return(paste0(quotes, v, quotes))
}
@@ -563,8 +575,9 @@ vector_or <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE, last_sep =
last_sep, paste0(quotes, v[length(v)], quotes))
}
vector_and <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE) {
vector_or(v = v, quotes = quotes, reverse = reverse, sort = sort, last_sep = " and ")
vector_and <- function(v, quotes = TRUE, reverse = FALSE, sort = TRUE, initial_captital = FALSE) {
vector_or(v = v, quotes = quotes, reverse = reverse, sort = sort,
initial_captital = initial_captital, last_sep = " and ")
}
format_class <- function(class, plural = FALSE) {
@@ -698,7 +711,7 @@ meet_criteria <- function(object,
ifelse(!is.null(has_length) && length(has_length) == 1 && has_length == 1,
"be a finite number",
"all be finite numbers"),
" (i.e., not be infinite)",
" (i.e. not be infinite)",
call = call_depth)
}
if (!is.null(contains_column_class)) {
@@ -716,11 +729,6 @@ meet_criteria <- function(object,
}
get_current_data <- function(arg_name, call) {
# check if retrieved before, then get it from package environment
if (identical(unique_call_id(entire_session = FALSE), pkg_env$get_current_data.call)) {
return(pkg_env$get_current_data.out)
}
# try dplyr::cur_data_all() first to support dplyr groups
# only useful for e.g. dplyr::filter(), dplyr::mutate() and dplyr::summarise()
# not useful (throws error) with e.g. dplyr::select() - but that will be caught later in this function
@@ -728,72 +736,32 @@ get_current_data <- function(arg_name, call) {
if (!is.null(cur_data_all)) {
out <- tryCatch(cur_data_all(), error = function(e) NULL)
if (is.data.frame(out)) {
out <- structure(out, type = "dplyr_cur_data_all")
pkg_env$get_current_data.call <- unique_call_id(entire_session = FALSE)
pkg_env$get_current_data.out <- out
return(out)
}
}
if (getRversion() < "3.2") {
# R-3.0 and R-3.1 do not have an `x` element in the call stack, rendering this function useless
if (is.na(arg_name)) {
# like in carbapenems() etc.
warning_("this function can only be used in R >= 3.2", call = call)
return(data.frame())
} else {
# mimic a default R error, e.g. for example_isolates[which(mo_name() %like% "^ent"), ]
stop_("argument `", arg_name, "` is missing with no default", call = call)
return(structure(out, type = "dplyr_cur_data_all"))
}
}
# try a (base R) method, by going over the complete system call stack with sys.frames()
not_set <- TRUE
source <- "base_R"
frms <- lapply(sys.frames(), function(el) {
if (not_set == TRUE && ".Generic" %in% names(el)) {
if (tryCatch(".data" %in% names(el) && is.data.frame(el$`.data`), error = function(e) FALSE)) {
# - - - -
# dplyr
# - - - -
# an element `.data` will be in the system call stack when using dplyr::select()
# [but not when using dplyr::filter(), dplyr::mutate() or dplyr::summarise()]
not_set <<- FALSE
source <<- "dplyr_selector"
el$`.data`
} else if (tryCatch(any(c("x", "xx") %in% names(el)), error = function(e) FALSE)) {
# - - - -
# base R
# - - - -
# an element `x` will be in this environment for only cols, e.g. `example_isolates[, carbapenems()]`
# an element `xx` will be in this environment for rows + cols, e.g. `example_isolates[c(1:3), carbapenems()]`
if (tryCatch(is.data.frame(el$xx), error = function(e) FALSE)) {
not_set <<- FALSE
el$xx
} else if (tryCatch(is.data.frame(el$x))) {
not_set <<- FALSE
el$x
} else {
NULL
}
} else {
NULL
# try a manual (base R) method, by going over all underlying environments with sys.frames()
for (env in sys.frames()) {
if (!is.null(env$`.Generic`)) {
# don't check `".Generic" %in% names(env)`, because in R < 3.2, `names(env)` is always NULL
if (!is.null(env$`.data`) && is.data.frame(env$`.data`)) {
# an element `.data` will be in the environment when using `dplyr::select()`
# (but not when using `dplyr::filter()`, `dplyr::mutate()` or `dplyr::summarise()`)
return(structure(env$`.data`, type = "dplyr_selector"))
} else if (!is.null(env$xx) && is.data.frame(env$xx)) {
# an element `xx` will be in the environment for rows + cols, e.g. `example_isolates[c(1:3), carbapenems()]`
return(structure(env$xx, type = "base_R"))
} else if (!is.null(env$x) && is.data.frame(env$x)) {
# an element `x` will be in the environment for only cols, e.g. `example_isolates[, carbapenems()]`
return(structure(env$x, type = "base_R"))
}
} else {
NULL
}
})
# lookup the matched frame and return its value: a data.frame
vars_df <- tryCatch(frms[[which(!vapply(FUN.VALUE = logical(1), frms, is.null))]], error = function(e) NULL)
if (is.data.frame(vars_df)) {
out <- structure(vars_df, type = source)
pkg_env$get_current_data.call <- unique_call_id(entire_session = FALSE)
pkg_env$get_current_data.out <- out
return(out)
}
# nothing worked, so:
# no data.frame found, so an error must be returned:
if (is.na(arg_name)) {
if (isTRUE(is.numeric(call))) {
fn <- as.character(sys.call(call + 1)[1])
@@ -805,10 +773,11 @@ get_current_data <- function(arg_name, call) {
} else {
examples <- ""
}
stop_("this function must be used inside valid dplyr selection verbs or inside a data.frame call",
stop_("this function must be used inside a `dplyr` verb or `data.frame` call",
examples,
call = call)
} else {
# mimic a base R error that the argument is missing
stop_("argument `", arg_name, "` is missing with no default", call = call)
}
}
@@ -823,19 +792,19 @@ get_current_column <- function() {
}
}
# cur_column() doesn't always work (only allowed for conditions set by dplyr), but it's probably still possible:
frms <- lapply(sys.frames(), function(el) {
if ("i" %in% names(el)) {
if ("tibble_vars" %in% names(el)) {
# cur_column() doesn't always work (only allowed for certain conditions set by dplyr), but it's probably still possible:
frms <- lapply(sys.frames(), function(env) {
if (!is.null(env$i)) {
if (!is.null(env$tibble_vars)) {
# for mutate_if()
el$tibble_vars[el$i]
env$tibble_vars[env$i]
} else {
# for mutate(across())
df <- tryCatch(get_current_data(NA, 0), error = function(e) NULL)
if (is.data.frame(df)) {
colnames(df)[el$i]
colnames(df)[env$i]
} else {
el$i
env$i
}
}
} else {
@@ -853,7 +822,7 @@ get_current_column <- function() {
}
is_null_or_grouped_tbl <- function(x) {
# attribute "grouped_df" might change at one point, so only set in one place; here.
# class "grouped_df" might change at one point, so only set in one place; here.
is.null(x) || inherits(x, "grouped_df")
}
@@ -862,7 +831,7 @@ unique_call_id <- function(entire_session = FALSE) {
c(envir = "session",
call = "session")
} else {
# combination of environment ID (like "0x7fed4ee8c848")
# combination of environment ID (such as "0x7fed4ee8c848")
# and highest system call
call <- paste0(deparse(sys.calls()[[1]]), collapse = "")
if (!interactive() || call %like% "run_test_dir|test_all|tinytest|test_package|testthat") {
@@ -874,16 +843,18 @@ unique_call_id <- function(entire_session = FALSE) {
}
}
remember_thrown_message <- function(fn, entire_session = FALSE) {
# this is to prevent that messages/notes will be printed for every dplyr group
# e.g. this would show a msg 4 times: example_isolates %>% group_by(hospital_id) %>% filter(mo_is_gram_negative())
assign(x = paste0("thrown_msg.", fn),
value = unique_call_id(entire_session = entire_session),
envir = pkg_env)
}
message_not_thrown_before <- function(fn, entire_session = FALSE) {
is.null(pkg_env[[paste0("thrown_msg.", fn)]]) || !identical(pkg_env[[paste0("thrown_msg.", fn)]], unique_call_id(entire_session))
# this is to prevent that messages/notes will be printed for every dplyr group or more than once per session
# e.g. this would show a msg 4 times: example_isolates %>% group_by(hospital_id) %>% filter(mo_is_gram_negative())
not_thrown_before <- is.null(pkg_env[[paste0("thrown_msg.", fn)]]) || !identical(pkg_env[[paste0("thrown_msg.", fn)]],
unique_call_id(entire_session = entire_session))
if (isTRUE(not_thrown_before)) {
# message was not thrown before - remember this so on the next run it will return FALSE:
assign(x = paste0("thrown_msg.", fn),
value = unique_call_id(entire_session = entire_session),
envir = pkg_env)
}
not_thrown_before
}
has_colour <- function() {
@@ -978,12 +949,12 @@ font_grey <- function(..., collapse = " ") {
try_colour(..., before = "\033[38;5;249m", after = "\033[39m", collapse = collapse)
}
font_grey_bg <- function(..., collapse = " ") {
if (tryCatch(rstudioapi::getThemeInfo()$dark == TRUE, error = function(e) FALSE)) {
if (tryCatch(import_fn("getThemeInfo", "rstudioapi", error_on_fail = FALSE)()$dark, error = function(e) FALSE)) {
# similar to HTML #444444
try_colour(..., before = "\033[48;5;238m", after = "\033[49m", collapse = collapse)
} else {
# similar to HTML #eeeeee
try_colour(..., before = "\033[48;5;254m", after = "\033[49m", collapse = collapse)
# similar to HTML #f0f0f0
try_colour(..., before = "\033[48;5;255m", after = "\033[49m", collapse = collapse)
}
}
font_green_bg <- function(..., collapse = " ") {
+44 -63
View File
@@ -33,7 +33,7 @@
#' @param ... arguments passed on to internal functions
#' @rdname as.ab
#' @inheritSection WHOCC WHOCC
#' @details All entries in the [antibiotics] data set have three different identifiers: a human readable EARS-Net code (column `ab`, used by ECDC and WHONET), an ATC code (column `atc`, used by WHO), and a CID code (column `cid`, Compound ID, used by PubChem). The data set contains more than 5,000 official brand names from many different countries, as found in PubChem.
#' @details All entries in the [antibiotics] data set have three different identifiers: a human readable EARS-Net code (column `ab`, used by ECDC and WHONET), an ATC code (column `atc`, used by WHO), and a CID code (column `cid`, Compound ID, used by PubChem). The data set contains more than 5,000 official brand names from many different countries, as found in PubChem. Not that some drugs contain multiple ATC codes.
#'
#' All these properties will be searched for the user input. The [as.ab()] can correct for different forms of misspelling:
#'
@@ -101,6 +101,11 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
if (is.ab(x)) {
return(x)
}
if (all(x %in% c(AB_lookup$ab, NA))) {
# all valid AB codes, but not yet right class
return(set_clean_class(x,
new_class = c("ab", "character")))
}
initial_search <- is.null(list(...)$initial_search)
already_regex <- isTRUE(list(...)$already_regex)
@@ -110,28 +115,10 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
x <- toupper(x)
x_nonNA <- x[!is.na(x)]
if (all(x_nonNA %in% antibiotics$ab, na.rm = TRUE)) {
# all valid AB codes, but not yet right class
return(set_clean_class(x,
new_class = c("ab", "character")))
}
if (all(x_nonNA %in% toupper(antibiotics$name), na.rm = TRUE)) {
# all valid AB names
out <- antibiotics$ab[match(x, toupper(antibiotics$name))]
out[is.na(x)] <- NA_character_
return(out)
}
if (all(x_nonNA %in% antibiotics$atc, na.rm = TRUE)) {
# all valid ATC codes
out <- antibiotics$ab[match(x, antibiotics$atc)]
out[is.na(x)] <- NA_character_
return(out)
}
# remove diacritics
x <- iconv(x, from = "UTF-8", to = "ASCII//TRANSLIT")
x <- gsub('"', "", x, fixed = TRUE)
x <- gsub("(specimen|specimen date|specimen_date|spec_date|^dates?$)", "", x, ignore.case = TRUE, perl = TRUE)
x <- gsub("(specimen|specimen date|specimen_date|spec_date|gender|^dates?$)", "", x, ignore.case = TRUE, perl = TRUE)
x_bak_clean <- x
if (already_regex == FALSE) {
x_bak_clean <- generalise_antibiotic_name(x_bak_clean)
@@ -155,13 +142,29 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
found[1L]
}
if (initial_search == TRUE) {
progress <- progress_ticker(n = length(x), n_min = 25, print = info) # start if n >= 25
# Fill in names, AB codes, CID codes and ATC codes directly (`x` is already clean and uppercase)
known_names <- x %in% AB_lookup$generalised_name
x_new[known_names] <- AB_lookup$ab[match(x[known_names], AB_lookup$generalised_name)]
known_codes_ab <- x %in% AB_lookup$ab
known_codes_atc <- vapply(FUN.VALUE = logical(1), x, function(x_) x_ %in% unlist(AB_lookup$atc), USE.NAMES = FALSE)
known_codes_cid <- x %in% AB_lookup$cid
x_new[known_codes_ab] <- AB_lookup$ab[match(x[known_codes_ab], AB_lookup$ab)]
x_new[known_codes_atc] <- AB_lookup$ab[vapply(FUN.VALUE = integer(1),
x[known_codes_atc],
function(x_) which(vapply(FUN.VALUE = logical(1),
AB_lookup$atc,
function(atc) x_ %in% atc)),
USE.NAMES = FALSE)]
x_new[known_codes_cid] <- AB_lookup$ab[match(x[known_codes_cid], AB_lookup$cid)]
already_known <- known_names | known_codes_ab | known_codes_atc | known_codes_cid
if (initial_search == TRUE & sum(already_known) < length(x)) {
progress <- progress_ticker(n = sum(!already_known), n_min = 25, print = info) # start if n >= 25
on.exit(close(progress))
}
for (i in seq_len(length(x))) {
for (i in which(!already_known)) {
if (initial_search == TRUE) {
progress$tick()
}
@@ -189,34 +192,6 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
next
}
# exact name
found <- antibiotics[which(AB_lookup$generalised_name == x[i]), ]$ab
if (length(found) > 0) {
x_new[i] <- found[1L]
next
}
# exact AB code
found <- antibiotics[which(antibiotics$ab == x[i]), ]$ab
if (length(found) > 0) {
x_new[i] <- note_if_more_than_one_found(found, i, from_text)
next
}
# exact ATC code
found <- antibiotics[which(antibiotics$atc == x[i]), ]$ab
if (length(found) > 0) {
x_new[i] <- note_if_more_than_one_found(found, i, from_text)
next
}
# exact CID code
found <- antibiotics[which(antibiotics$cid == x[i]), ]$ab
if (length(found) > 0) {
x_new[i] <- note_if_more_than_one_found(found, i, from_text)
next
}
# exact LOINC code
loinc_found <- unlist(lapply(AB_lookup$generalised_loinc,
function(s) x[i] %in% s))
@@ -296,7 +271,7 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
x_new[i] <- note_if_more_than_one_found(found, i, from_text)
next
}
# INITIAL SEARCH - More uncertain results ----
if (initial_search == TRUE && fast_mode == FALSE) {
@@ -325,9 +300,9 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
function(y) {
for (i in seq_len(length(y))) {
for (lang in LANGUAGES_SUPPORTED[LANGUAGES_SUPPORTED != "en"]) {
y[i] <- ifelse(tolower(y[i]) %in% tolower(translations_file[, lang, drop = TRUE]),
translations_file[which(tolower(translations_file[, lang, drop = TRUE]) == tolower(y[i]) &
!isFALSE(translations_file$fixed)), "pattern"],
y[i] <- ifelse(tolower(y[i]) %in% tolower(TRANSLATIONS[, lang, drop = TRUE]),
TRANSLATIONS[which(tolower(TRANSLATIONS[, lang, drop = TRUE]) == tolower(y[i]) &
!isFALSE(TRANSLATIONS$fixed)), "pattern"],
y[i])
}
}
@@ -461,14 +436,14 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
x_unknown <- c(x_unknown, x_bak[x[i] == x_bak_clean][1])
}
if (initial_search == TRUE) {
if (initial_search == TRUE & sum(already_known) < length(x)) {
close(progress)
}
# take failed ATC codes apart from rest
x_unknown_ATCs <- x_unknown[x_unknown %like% "[A-Z][0-9][0-9][A-Z][A-Z][0-9][0-9]"]
x_unknown <- x_unknown[!x_unknown %in% x_unknown_ATCs]
if (length(x_unknown_ATCs) > 0) {
if (length(x_unknown_ATCs) > 0 & fast_mode == FALSE) {
warning_("These ATC codes are not (yet) in the antibiotics data set: ",
vector_and(x_unknown_ATCs), ".",
call = FALSE)
@@ -479,11 +454,8 @@ as.ab <- function(x, flag_multiple_results = TRUE, info = interactive(), ...) {
vector_and(x_unknown), ".",
call = FALSE)
}
x_result <- data.frame(x = x_bak_clean, stringsAsFactors = FALSE) %pm>%
pm_left_join(data.frame(x = x, x_new = x_new, stringsAsFactors = FALSE), by = "x") %pm>%
pm_pull(x_new)
x_result <- x_new[match(x_bak_clean, x)]
if (length(x_result) == 0) {
x_result <- NA_character_
}
@@ -580,6 +552,15 @@ unique.ab <- function(x, incomparables = FALSE, ...) {
y
}
#' @method rep ab
#' @export
#' @noRd
rep.ab <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(x)
y
}
generalise_antibiotic_name <- function(x) {
x <- toupper(x)
# remove suffices
+456 -181
View File
@@ -23,22 +23,32 @@
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
# ==================================================================== #
#' Antibiotic Class Selectors
#' Antibiotic Selectors
#'
#' These functions help to filter and select columns with antibiotic test results that are of a specific antibiotic class, without the need to define the columns or antibiotic abbreviations. \strong{\Sexpr{ifelse(getRversion() < "3.2", paste0("NOTE: THESE FUNCTIONS DO NOT WORK ON YOUR CURRENT R VERSION. These functions require R version 3.2 or later - you have ", R.version.string, "."), "")}}
#' These functions allow for filtering rows and selecting columns based on antibiotic test results that are of a specific antibiotic class or group, without the need to define the columns or antibiotic abbreviations. In short, if you have a column name that resembles an antimicrobial agent, it will be picked up by any of these functions that matches its pharmaceutical class: "cefazolin", "CZO" and "J01DB04" will all be picked up by [cephalosporins()].
#' @inheritSection lifecycle Stable Lifecycle
#' @param ab_class an antimicrobial class, such as `"carbapenems"`. The columns `group`, `atc_group1` and `atc_group2` of the [antibiotics] data set will be searched (case-insensitive) for this value.
#' @param ab_class an antimicrobial class or a part of it, such as `"carba"` and `"carbapenems"`. The columns `group`, `atc_group1` and `atc_group2` of the [antibiotics] data set will be searched (case-insensitive) for this value.
#' @param filter an [expression] to be evaluated in the [antibiotics] data set, such as `name %like% "trim"`
#' @param only_rsi_columns a [logical] to indicate whether only columns of class `<rsi>` must be selected (defaults to `FALSE`), see [as.rsi()]
#' @details \strong{\Sexpr{ifelse(getRversion() < "3.2", paste0("NOTE: THESE FUNCTIONS DO NOT WORK ON YOUR CURRENT R VERSION. These functions require R version 3.2 or later - you have ", R.version.string, "."), "")}}
#' @param only_treatable a [logical] to indicate whether agents that are only for laboratory tests should be excluded (defaults to `TRUE`), such as gentamicin-high (`GEH`) and imipenem/EDTA (`IPE`)
#' @param ... ignored, only in place to allow future extensions
#' @details
#' These functions can be used in data set calls for selecting columns and filtering rows. They are heavily inspired by the [Tidyverse selection helpers][tidyselect::language] such as [`everything()`][tidyselect::everything()], but also work in base \R and not only in `dplyr` verbs. Nonetheless, they are very convenient to use with `dplyr` functions such as [`select()`][dplyr::select()], [`filter()`][dplyr::filter()] and [`summarise()`][dplyr::summarise()], see *Examples*.
#'
#' All columns in the data in which these functions are called will be searched for known antibiotic names, abbreviations, brand names, and codes (ATC, EARS-Net, WHO, etc.) according to the [antibiotics] data set. This means that a selector such as [aminoglycosides()] will pick up column names like 'gen', 'genta', 'J01GB03', 'tobra', 'Tobracin', etc.
#'
#' These functions can be used in data set calls for selecting columns and filtering rows, see *Examples*. They support base R, but work more convenient in dplyr functions such as [`select()`][dplyr::select()], [`filter()`][dplyr::filter()] and [`summarise()`][dplyr::summarise()].
#' The [ab_class()] function can be used to filter/select on a manually defined antibiotic class. It searches for results in the [antibiotics] data set within the columns `group`, `atc_group1` and `atc_group2`.
#'
#' All columns in the data in which these functions are called will be searched for known antibiotic names, abbreviations, brand names, and codes (ATC, EARS-Net, WHO, etc.) in the [antibiotics] data set. This means that a selector like e.g. [aminoglycosides()] will pick up column names like 'gen', 'genta', 'J01GB03', 'tobra', 'Tobracin', etc.
#' The [ab_selector()] function can be used to internally filter the [antibiotics] data set on any results, see *Examples*. It allows for filtering on a (part of) a certain name, and/or a group name or even a minimum of DDDs for oral treatment. This function yields the highest flexibility, but is also the least user-friendly, since it requires a hard-coded filter to set.
#'
#' The group of betalactams consists of all carbapenems, cephalosporins and penicillins.
#' The [administrable_per_os()] and [administrable_iv()] functions also rely on the [antibiotics] data set - antibiotic columns will be matched where a DDD (defined daily dose) for resp. oral and IV treatment is available in the [antibiotics] data set.
#'
#' @section Full list of supported (antibiotic) classes:
#'
#' `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(paste0(ab_name(eval(parse(text = ab), envir = asNamespace("AMR")), language = NULL, tolower = TRUE), " (", eval(parse(text = ab), envir = asNamespace("AMR")), ")"), quotes = FALSE, sort = TRUE)), character(0)), USE.NAMES = FALSE)), "\n", collapse = "")`
#' @rdname antibiotic_class_selectors
#' @name antibiotic_class_selectors
#' @return (internally) a [character] vector of column names, with additional class `"ab_selector"`
#' @export
#' @inheritSection AMR Reference Data Publicly Available
#' @inheritSection AMR Read more on Our Website!
@@ -46,7 +56,7 @@
#' # `example_isolates` is a data set available in the AMR package.
#' # See ?example_isolates.
#'
#' # Base R ------------------------------------------------------------------
#' # base R ------------------------------------------------------------------
#'
#' # select columns 'IPM' (imipenem) and 'MEM' (meropenem)
#' example_isolates[, carbapenems()]
@@ -54,6 +64,9 @@
#' # select columns 'mo', 'AMK', 'GEN', 'KAN' and 'TOB'
#' example_isolates[, c("mo", aminoglycosides())]
#'
#' # select only antibiotic columns with DDDs for oral treatment
#' example_isolates[, administrable_per_os()]
#'
#' # filter using any() or all()
#' example_isolates[any(carbapenems() == "R"), ]
#' subset(example_isolates, any(carbapenems() == "R"))
@@ -68,11 +81,37 @@
#' # filter + select in one go: get penicillins in carbapenems-resistant strains
#' example_isolates[any(carbapenems() == "R"), penicillins()]
#'
#' # You can combine selectors with '&' to be more specific. For example,
#' # penicillins() would select benzylpenicillin ('peni G') and
#' # administrable_per_os() would select erythromycin. Yet, when combined these
#' # drugs are both omitted since benzylpenicillin is not administrable per os
#' # and erythromycin is not a penicillin:
#' example_isolates[, penicillins() & administrable_per_os()]
#'
#' # ab_selector() applies a filter in the `antibiotics` data set and is thus very
#' # flexible. For instance, to select antibiotic columns with an oral DDD of at
#' # least 1 gram:
#' example_isolates[, ab_selector(oral_ddd > 1 & oral_units == "g")]
#'
#' # dplyr -------------------------------------------------------------------
#' \donttest{
#' if (require("dplyr")) {
#'
#' # get AMR for all aminoglycosides e.g., per hospital:
#' example_isolates %>%
#' group_by(hospital_id) %>%
#' summarise(across(aminoglycosides(), resistance))
#'
#' # You can combine selectors with '&' to be more specific:
#' example_isolates %>%
#' select(penicillins() & administrable_per_os())
#'
#' # get susceptibility for antibiotics whose name contains "trim":
#' example_isolates %>%
#' filter(first_isolate()) %>%
#' group_by(hospital_id) %>%
#' summarise(across(ab_selector(name %like% "trim"), susceptibility))
#'
#' # this will select columns 'IPM' (imipenem) and 'MEM' (meropenem):
#' example_isolates %>%
#' select(carbapenems())
@@ -99,7 +138,6 @@
#' example_isolates %>%
#' select(mo, ab_class("mycobact"))
#'
#'
#' # get bug/drug combinations for only macrolides in Gram-positives:
#' example_isolates %>%
#' filter(mo_is_gram_positive()) %>%
@@ -107,178 +145,379 @@
#' bug_drug_combinations() %>%
#' format()
#'
#'
#' data.frame(some_column = "some_value",
#' J01CA01 = "S") %>% # ATC code of ampicillin
#' select(penicillins()) # only the 'J01CA01' column will be selected
#'
#'
#' # with dplyr 1.0.0 and higher (that adds 'across()'), this is all equal:
#' # (though the row names on the first are more correct)
#' example_isolates[carbapenems() == "R", ]
#' example_isolates %>% filter(carbapenems() == "R")
#' example_isolates %>% filter(across(carbapenems(), ~.x == "R"))
#' }
#' }
ab_class <- function(ab_class,
only_rsi_columns = FALSE) {
ab_selector(ab_class, function_name = "ab_class", only_rsi_columns = only_rsi_columns)
only_rsi_columns = FALSE,
only_treatable = TRUE,
...) {
meet_criteria(ab_class, allow_class = "character", has_length = 1, allow_NULL = TRUE)
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
ab_select_exec(NULL, only_rsi_columns = only_rsi_columns, ab_class_args = ab_class, only_treatable = only_treatable)
}
#' @rdname antibiotic_class_selectors
#' @export
aminoglycosides <- function(only_rsi_columns = FALSE) {
ab_selector("aminoglycoside", function_name = "aminoglycosides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
betalactams <- function(only_rsi_columns = FALSE) {
ab_selector("carbapenem|cephalosporin|penicillin", function_name = "betalactams", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
carbapenems <- function(only_rsi_columns = FALSE) {
ab_selector("carbapenem", function_name = "carbapenems", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporin", function_name = "cephalosporins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_1st <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporins.*1", function_name = "cephalosporins_1st", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_2nd <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporins.*2", function_name = "cephalosporins_2nd", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_3rd <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporins.*3", function_name = "cephalosporins_3rd", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_4th <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporins.*4", function_name = "cephalosporins_4th", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_5th <- function(only_rsi_columns = FALSE) {
ab_selector("cephalosporins.*5", function_name = "cephalosporins_5th", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
fluoroquinolones <- function(only_rsi_columns = FALSE) {
ab_selector("fluoroquinolone", function_name = "fluoroquinolones", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
glycopeptides <- function(only_rsi_columns = FALSE) {
ab_selector("glycopeptide", function_name = "glycopeptides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
macrolides <- function(only_rsi_columns = FALSE) {
ab_selector("macrolide", function_name = "macrolides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
oxazolidinones <- function(only_rsi_columns = FALSE) {
ab_selector("oxazolidinone", function_name = "oxazolidinones", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
penicillins <- function(only_rsi_columns = FALSE) {
ab_selector("penicillin", function_name = "penicillins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
tetracyclines <- function(only_rsi_columns = FALSE) {
ab_selector("tetracycline", function_name = "tetracyclines", only_rsi_columns = only_rsi_columns)
}
ab_selector <- function(ab_class,
function_name,
only_rsi_columns) {
meet_criteria(ab_class, allow_class = "character", has_length = 1, .call_depth = 1)
meet_criteria(function_name, allow_class = "character", has_length = 1, .call_depth = 1)
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1, .call_depth = 1)
ab_selector <- function(filter,
only_rsi_columns = FALSE,
only_treatable = TRUE,
...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
if (getRversion() < "3.2") {
warning_("antibiotic class selectors such as ", function_name,
"() require R version 3.2 or later - you have ", R.version.string,
call = FALSE)
return(NULL)
}
# to improve speed, get_current_data() and get_column_abx() only run once when e.g. in a select or group call
# get_current_data() has to run each time, for cases where e.g., filter() and select() are used in same call
# but it only takes a couple of milliseconds
vars_df <- get_current_data(arg_name = NA, call = -2)
# to improve speed, get_column_abx() will only run once when e.g. in a select or group call
ab_in_data <- get_column_abx(vars_df, info = FALSE, only_rsi_columns = only_rsi_columns, sort = FALSE)
call <- substitute(filter)
agents <- tryCatch(AMR::antibiotics[which(eval(call, envir = AMR::antibiotics)), "ab", drop = TRUE],
error = function(e) stop_(e$message, call = -5))
agents <- ab_in_data[ab_in_data %in% agents]
message_agent_names(function_name = "ab_selector",
agents = agents,
ab_group = NULL,
examples = "",
call = call)
structure(unname(agents),
class = c("ab_selector", "character"))
}
#' @rdname antibiotic_class_selectors
#' @export
administrable_per_os <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
# get_current_data() has to run each time, for cases where e.g., filter() and select() are used in same call
# but it only takes a couple of milliseconds
vars_df <- get_current_data(arg_name = NA, call = -2)
# to improve speed, get_column_abx() will only run once when e.g. in a select or group call
ab_in_data <- get_column_abx(vars_df, info = FALSE, only_rsi_columns = only_rsi_columns, sort = FALSE)
agents_all <- antibiotics[which(!is.na(antibiotics$oral_ddd)), "ab", drop = TRUE]
agents <- antibiotics[which(antibiotics$ab %in% ab_in_data & !is.na(antibiotics$oral_ddd)), "ab", drop = TRUE]
agents <- ab_in_data[ab_in_data %in% agents]
message_agent_names(function_name = "administrable_per_os",
agents = agents,
ab_group = "administrable_per_os",
examples = paste0(" (such as ",
vector_or(ab_name(sample(agents_all,
size = min(5, length(agents_all)),
replace = FALSE),
tolower = TRUE,
language = NULL),
quotes = FALSE),
")"))
structure(unname(agents),
class = c("ab_selector", "character"))
}
#' @rdname antibiotic_class_selectors
#' @export
administrable_iv <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
# get_current_data() has to run each time, for cases where e.g., filter() and select() are used in same call
# but it only takes a couple of milliseconds
vars_df <- get_current_data(arg_name = NA, call = -2)
# to improve speed, get_column_abx() will only run once when e.g. in a select or group call
ab_in_data <- get_column_abx(vars_df, info = FALSE, only_rsi_columns = only_rsi_columns, sort = FALSE)
agents_all <- antibiotics[which(!is.na(antibiotics$iv_ddd)), "ab", drop = TRUE]
agents <- antibiotics[which(antibiotics$ab %in% ab_in_data & !is.na(antibiotics$iv_ddd)), "ab", drop = TRUE]
agents <- ab_in_data[ab_in_data %in% agents]
message_agent_names(function_name = "administrable_iv",
agents = agents,
ab_group = "administrable_iv",
examples = "")
structure(unname(agents),
class = c("ab_selector", "character"))
}
# nolint start
# #' @rdname antibiotic_class_selectors
# #' @export
# not_intrinsic_resistant <- function(mo, ..., only_rsi_columns = FALSE, ...) {
# meet_criteria(mo, allow_class = c("mo", "data.frame", "list", "character", "numeric", "integer", "factor"), has_length = 1, allow_NA = FALSE)
# meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
#
# x <- as.mo(mo, ...)
# wont_work <- intrinsic_resistant[which(intrinsic_resistant$microorganism == mo_name(x, language = NULL)),
# "antibiotic",
# drop = TRUE]
#
# # get_current_data() has to run each time, for cases where e.g., filter() and select() are used in same call
# # but it only takes a couple of milliseconds
# vars_df <- get_current_data(arg_name = NA, call = -2)
# # to improve speed, get_column_abx() will only run once when e.g. in a select or group call
# ab_in_data <- get_column_abx(vars_df, info = FALSE, only_rsi_columns = only_rsi_columns, sort = FALSE)
#
# agents <- ab_in_data[!names(ab_in_data) %in% as.character(as.ab(wont_work))]
#
# # show used version number once per session (pkg_env will reload every session)
# if (message_not_thrown_before("intrinsic_resistant_version.ab", entire_session = TRUE)) {
# message_("Determining intrinsic resistance based on ",
# format_eucast_version_nr(3.2, markdown = FALSE), ". ",
# font_red("This note will be shown once per session."))
# }
#
# message_agent_names(function_name = "not_intrinsic_resistant",
# agents = ab_in_data,
# ab_group = NULL,
# examples = "",
# call = mo_name(x, language = NULL))
#
# agents
# }
# nolint end
#' @rdname antibiotic_class_selectors
#' @export
aminoglycosides <- function(only_rsi_columns = FALSE, only_treatable = TRUE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
ab_select_exec("aminoglycosides", only_rsi_columns = only_rsi_columns, only_treatable = only_treatable)
}
#' @rdname antibiotic_class_selectors
#' @export
aminopenicillins <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("aminopenicillins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
antifungals <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("antifungals", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
antimycobacterials <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("antimycobacterials", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
betalactams <- function(only_rsi_columns = FALSE, only_treatable = TRUE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
ab_select_exec("betalactams", only_rsi_columns = only_rsi_columns, only_treatable = only_treatable)
}
#' @rdname antibiotic_class_selectors
#' @export
carbapenems <- function(only_rsi_columns = FALSE, only_treatable = TRUE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
ab_select_exec("carbapenems", only_rsi_columns = only_rsi_columns, only_treatable = only_treatable)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_1st <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins_1st", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_2nd <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins_2nd", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_3rd <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins_3rd", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_4th <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins_4th", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
cephalosporins_5th <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("cephalosporins_5th", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
fluoroquinolones <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("fluoroquinolones", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
glycopeptides <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("glycopeptides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
lincosamides <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("lincosamides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
lipoglycopeptides <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("lipoglycopeptides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
macrolides <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("macrolides", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
oxazolidinones <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("oxazolidinones", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
penicillins <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("penicillins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
polymyxins <- function(only_rsi_columns = FALSE, only_treatable = TRUE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
meet_criteria(only_treatable, allow_class = "logical", has_length = 1)
ab_select_exec("polymyxins", only_rsi_columns = only_rsi_columns, only_treatable = only_treatable)
}
#' @rdname antibiotic_class_selectors
#' @export
streptogramins <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("streptogramins", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
quinolones <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("quinolones", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
tetracyclines <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("tetracyclines", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
trimethoprims <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("trimethoprims", only_rsi_columns = only_rsi_columns)
}
#' @rdname antibiotic_class_selectors
#' @export
ureidopenicillins <- function(only_rsi_columns = FALSE, ...) {
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
ab_select_exec("ureidopenicillins", only_rsi_columns = only_rsi_columns)
}
ab_select_exec <- function(function_name,
only_rsi_columns = FALSE,
only_treatable = FALSE,
ab_class_args = NULL) {
# get_current_data() has to run each time, for cases where e.g., filter() and select() are used in same call
# but it only takes a couple of milliseconds
vars_df <- get_current_data(arg_name = NA, call = -3)
# to improve speed, get_column_abx() will only run once when e.g. in a select or group call
ab_in_data <- get_column_abx(vars_df, info = FALSE, only_rsi_columns = only_rsi_columns, sort = FALSE)
# untreatable drugs
untreatable <- antibiotics[which(antibiotics$name %like% "-high|EDTA|polysorbate"), "ab", drop = TRUE]
if (only_treatable == TRUE & any(untreatable %in% names(ab_in_data))) {
if (message_not_thrown_before(paste0("ab_class.untreatable.", function_name), entire_session = TRUE)) {
warning_("Some agents in `", function_name, "()` were ignored since they cannot be used for treating patients: ",
vector_and(ab_name(names(ab_in_data)[names(ab_in_data) %in% untreatable],
language = NULL,
tolower = TRUE),
quotes = FALSE,
sort = TRUE), ". They can be included using `", function_name, "(only_treatable = FALSE)`. ",
"This warning will be shown once per session.",
call = FALSE)
}
ab_in_data <- ab_in_data[!names(ab_in_data) %in% untreatable]
}
if (length(ab_in_data) == 0) {
message_("No antimicrobial agents found.")
message_("No antimicrobial agents found in the data.")
return(NULL)
}
ab_reference <- subset(antibiotics,
group %like% ab_class |
atc_group1 %like% ab_class |
atc_group2 %like% ab_class)
ab_group <- find_ab_group(ab_class)
if (ab_group == "") {
ab_group <- paste0("'", ab_class, "'")
examples <- ""
if (is.null(ab_class_args)) {
# their upper case equivalent are vectors with class <ab>, created in data-raw/_internals.R
# carbapenems() gets its codes from AMR:::AB_CARBAPENEMS
abx <- get(paste0("AB_", toupper(function_name)), envir = asNamespace("AMR"))
ab_group <- function_name
examples <- paste0(" (such as ", vector_or(ab_name(sample(abx, size = min(2, length(abx)), replace = FALSE),
tolower = TRUE,
language = NULL),
quotes = FALSE), ")")
} else {
examples <- paste0(" (such as ", find_ab_names(ab_class, 2), ")")
}
# get the columns with a group names in the chosen ab class
agents <- ab_in_data[names(ab_in_data) %in% ab_reference$ab]
if (message_not_thrown_before(function_name)) {
if (length(agents) == 0) {
message_("No antimicrobial agents of class ", ab_group, " found", examples, ".")
} else {
agents_formatted <- paste0("'", font_bold(agents, collapse = NULL), "'")
agents_names <- ab_name(names(agents), tolower = TRUE, language = NULL)
need_name <- tolower(gsub("[^a-zA-Z]", "", agents)) != tolower(gsub("[^a-zA-Z]", "", agents_names))
agents_formatted[need_name] <- paste0(agents_formatted[need_name],
" (", agents_names[need_name], ")")
message_("For `", function_name, "(", ifelse(function_name == "ab_class", paste0("\"", ab_class, "\""), ""), ")` using ",
ifelse(length(agents) == 1, "column: ", "columns: "),
vector_and(agents_formatted, quotes = FALSE))
}
remember_thrown_message(function_name)
# this for the 'manual' ab_class() function
abx <- subset(AB_lookup,
group %like% ab_class_args |
atc_group1 %like% ab_class_args |
atc_group2 %like% ab_class_args)$ab
ab_group <- find_ab_group(ab_class_args)
function_name <- "ab_class"
examples <- paste0(" (such as ", find_ab_names(ab_class_args, 2), ")")
}
if (!is.null(attributes(vars_df)$type) &&
attributes(vars_df)$type %in% c("dplyr_cur_data_all", "base_R") &&
!any(as.character(sys.calls()) %like% paste0("(across|if_any|if_all)\\((c\\()?[a-z(), ]*", function_name))) {
structure(unname(agents),
class = c("ab_selector", "character"))
} else {
# don't return with "ab_selector" class if method is a dplyr selector,
# dplyr::select() will complain:
# > Subscript has the wrong type `ab_selector`.
# > It must be numeric or character.
unname(agents)
}
# get the columns with a group names in the chosen ab class
agents <- ab_in_data[names(ab_in_data) %in% abx]
message_agent_names(function_name = function_name,
agents = agents,
ab_group = ab_group,
examples = examples,
ab_class_args = ab_class_args)
structure(unname(agents),
class = c("ab_selector", "character"))
}
#' @method c ab_selector
@@ -316,7 +555,6 @@ all_any_ab_selector <- function(type, ..., na.rm = TRUE) {
#' @export
#' @noRd
all.ab_selector <- function(..., na.rm = FALSE) {
# this is all() for
all_any_ab_selector("all", ..., na.rm = na.rm)
}
@@ -362,7 +600,6 @@ any.ab_selector_any_all <- function(..., na.rm = FALSE) {
`==.ab_selector` <- function(e1, e2) {
calls <- as.character(match.call())
fn_name <- calls[2]
# keep only the ... in c(...)
fn_name <- gsub("^(c\\()(.*)(\\))$", "\\2", fn_name)
if (is_any(fn_name)) {
type <- "any"
@@ -385,7 +622,6 @@ any.ab_selector_any_all <- function(..., na.rm = FALSE) {
`!=.ab_selector` <- function(e1, e2) {
calls <- as.character(match.call())
fn_name <- calls[2]
# keep only the ... in c(...)
fn_name <- gsub("^(c\\()(.*)(\\))$", "\\2", fn_name)
if (is_any(fn_name)) {
type <- "any"
@@ -405,6 +641,25 @@ any.ab_selector_any_all <- function(..., na.rm = FALSE) {
class = c("ab_selector_any_all", "logical"))
}
#' @method & ab_selector
#' @export
#' @noRd
`&.ab_selector` <- function(e1, e2) {
# this is only required for base R, since tidyselect has already implemented this
# e.g., for: example_isolates[, penicillins() & administrable_per_os()]
structure(intersect(unclass(e1), unclass(e2)),
class = c("ab_selector", "character"))
}
#' @method | ab_selector
#' @export
#' @noRd
`|.ab_selector` <- function(e1, e2) {
# this is only required for base R, since tidyselect has already implemented this
# e.g., for: example_isolates[, penicillins() | administrable_per_os()]
structure(union(unclass(e1), unclass(e2)),
class = c("ab_selector", "character"))
}
is_any <- function(el1) {
syscall <- paste0(trimws(deparse(sys.calls()[[1]])), collapse = " ")
el1 <- gsub("(.*),.*", "\\1", el1)
@@ -416,30 +671,17 @@ is_all <- function(el1) {
syscall %like% paste0("[^_a-zA-Z0-9]all\\(", "(c\\()?", el1)
}
find_ab_group <- function(ab_class) {
ab_class[ab_class == "carbapenem|cephalosporin|penicillin"] <- "betalactam"
ab_class <- gsub("[^a-zA-Z0-9]", ".*", ab_class)
ifelse(ab_class %in% c("aminoglycoside",
"betalactam",
"carbapenem",
"cephalosporin",
"fluoroquinolone",
"glycopeptide",
"macrolide",
"oxazolidinone",
"tetracycline"),
paste0(ab_class, "s"),
antibiotics %pm>%
subset(group %like% ab_class |
atc_group1 %like% ab_class |
atc_group2 %like% ab_class) %pm>%
pm_pull(group) %pm>%
unique() %pm>%
tolower() %pm>%
sort() %pm>%
paste(collapse = "/")
)
find_ab_group <- function(ab_class_args) {
ab_class_args <- gsub("[^a-zA-Z0-9]", ".*", ab_class_args)
AB_lookup %pm>%
subset(group %like% ab_class_args |
atc_group1 %like% ab_class_args |
atc_group2 %like% ab_class_args) %pm>%
pm_pull(group) %pm>%
unique() %pm>%
tolower() %pm>%
sort() %pm>%
paste(collapse = "/")
}
find_ab_names <- function(ab_group, n = 3) {
@@ -457,8 +699,41 @@ find_ab_names <- function(ab_group, n = 3) {
antibiotics$atc_group2 %like% ab_group) &
antibiotics$ab %unlike% "[0-9]$"), ]$name
}
if (length(drugs) == 0) {
return("??")
}
vector_or(ab_name(sample(drugs, size = min(n, length(drugs)), replace = FALSE),
tolower = TRUE,
language = NULL),
quotes = FALSE)
}
message_agent_names <- function(function_name, agents, ab_group = NULL, examples = "", ab_class_args = NULL, call = NULL) {
if (message_not_thrown_before(paste0(function_name, ".", paste(sort(agents), collapse = "|")))) {
if (length(agents) == 0) {
if (is.null(ab_group)) {
message_("For `", function_name, "()` no antimicrobial agents found", examples, ".")
} else if (ab_group == "administrable_per_os") {
message_("No orally administrable agents found", examples, ".")
} else if (ab_group == "administrable_iv") {
message_("No IV administrable agents found", examples, ".")
} else {
message_("No antimicrobial agents of class '", ab_group, "' found", examples, ".")
}
} else {
agents_formatted <- paste0("'", font_bold(agents, collapse = NULL), "'")
agents_names <- ab_name(names(agents), tolower = TRUE, language = NULL)
need_name <- generalise_antibiotic_name(agents) != generalise_antibiotic_name(agents_names)
agents_formatted[need_name] <- paste0(agents_formatted[need_name], " (", agents_names[need_name], ")")
message_("For `", function_name, "(",
ifelse(function_name == "ab_class",
paste0("\"", ab_class_args, "\""),
ifelse(!is.null(call),
paste0(deparse(call), collapse = " "),
"")),
")` using ",
ifelse(length(agents) == 1, "column ", "columns "),
vector_and(agents_formatted, quotes = FALSE, sort = FALSE))
}
}
}
+206 -46
View File
@@ -29,22 +29,27 @@
#' @inheritSection lifecycle Stable Lifecycle
#' @param x any (vector of) text that can be coerced to a valid antibiotic code with [as.ab()]
#' @param tolower a [logical] to indicate whether the first [character] of every output should be transformed to a lower case [character]. This will lead to e.g. "polymyxin B" and not "polymyxin b".
#' @param property one of the column names of one of the [antibiotics] data set
#' @param property one of the column names of one of the [antibiotics] data set: `vector_or(colnames(antibiotics), sort = FALSE)`.
#' @param language language of the returned text, defaults to system language (see [get_locale()]) and can also be set with `getOption("AMR_locale")`. Use `language = NULL` or `language = ""` to prevent translation.
#' @param administration way of administration, either `"oral"` or `"iv"`
#' @param units a [logical] to indicate whether the units instead of the DDDs itself must be returned, see *Examples*
#' @param open browse the URL using [utils::browseURL()]
#' @param ... other arguments passed on to [as.ab()]
#' @param data a [data.frame] of which the columns need to be renamed, or a [character] vector of column names
#' @param snake_case a [logical] to indicate whether the names should be in so-called [snake case](https://en.wikipedia.org/wiki/Snake_case): in lower case and all spaces/slashes replaced with an underscore (`_`)
#' @param only_first a [logical] to indicate whether only the first ATC code must be returned, with giving preference to J0-codes (i.e., the antimicrobial drug group)
#' @details All output [will be translated][translate] where possible.
#'
#' The function [ab_url()] will return the direct URL to the official WHO website. A warning will be returned if the required ATC code is not available.
#'
#' The function [set_ab_names()] is a special column renaming function for [data.frame]s. It renames columns names that resemble antimicrobial drugs. It always makes sure that the new column names are unique. If `property = "atc"` is set, preference is given to ATC codes from the J-group.
#' @inheritSection as.ab Source
#' @rdname ab_property
#' @name ab_property
#' @return
#' - An [integer] in case of [ab_cid()]
#' - A named [list] in case of [ab_info()] and multiple [ab_synonyms()]/[ab_tradenames()]
#' - A named [list] in case of [ab_info()] and multiple [ab_atc()]/[ab_synonyms()]/[ab_tradenames()]
#' - A [double] in case of [ab_ddd()]
#' - A [data.frame] in case of [set_ab_names()]
#' - A [character] in all other cases
#' @export
#' @seealso [antibiotics]
@@ -53,7 +58,7 @@
#' @examples
#' # all properties:
#' ab_name("AMX") # "Amoxicillin"
#' ab_atc("AMX") # J01CA04 (ATC code from the WHO)
#' ab_atc("AMX") # "J01CA04" (ATC code from the WHO)
#' ab_cid("AMX") # 33613 (Compound ID from PubChem)
#' ab_synonyms("AMX") # a list with brand names of amoxicillin
#' ab_tradenames("AMX") # same
@@ -68,10 +73,10 @@
#' tolower = TRUE) # "amoxicillin/clavulanic acid" "polymyxin B"
#'
#' # defined daily doses (DDD)
#' ab_ddd("AMX", "oral") # 1
#' ab_ddd("AMX", "oral", units = TRUE) # "g"
#' ab_ddd("AMX", "iv") # 1
#' ab_ddd("AMX", "iv", units = TRUE) # "g"
#' ab_ddd("AMX", "oral") # 1.5
#' ab_ddd_units("AMX", "oral") # "g"
#' ab_ddd("AMX", "iv") # 3
#' ab_ddd_units("AMX", "iv") # "g"
#'
#' ab_info("AMX") # all properties as a list
#'
@@ -88,6 +93,24 @@
#' ab_atc("cephtriaxone")
#' ab_atc("cephthriaxone")
#' ab_atc("seephthriaaksone")
#'
#' # use set_ab_names() for renaming columns
#' colnames(example_isolates)
#' colnames(set_ab_names(example_isolates))
#' \donttest{
#' if (require("dplyr")) {
#' example_isolates %>%
#' set_ab_names()
#'
#' # this does the same:
#' example_isolates %>%
#' rename_with(set_ab_names)
#'
#' # set_ab_names() works with any AB property:
#' example_isolates %>%
#' set_ab_names("atc")
#' }
#' }
ab_name <- function(x, language = get_locale(), tolower = FALSE, ...) {
meet_criteria(x, allow_NA = TRUE)
meet_criteria(language, has_length = 1, is_in = c(LANGUAGES_SUPPORTED, ""), allow_NULL = TRUE, allow_NA = TRUE)
@@ -102,14 +125,6 @@ ab_name <- function(x, language = get_locale(), tolower = FALSE, ...) {
x
}
#' @rdname ab_property
#' @aliases ATC
#' @export
ab_atc <- function(x, ...) {
meet_criteria(x, allow_NA = TRUE)
ab_validate(x = x, property = "atc", ...)
}
#' @rdname ab_property
#' @export
ab_cid <- function(x, ...) {
@@ -145,6 +160,36 @@ ab_group <- function(x, language = get_locale(), ...) {
translate_AMR(ab_validate(x = x, property = "group", ...), language = language, only_affect_ab_names = TRUE)
}
#' @rdname ab_property
#' @aliases ATC
#' @export
ab_atc <- function(x, only_first = FALSE, ...) {
meet_criteria(x, allow_NA = TRUE)
meet_criteria(only_first, allow_class = "logical", has_length = 1)
atcs <- ab_validate(x = x, property = "atc", ...)
if (only_first == TRUE) {
atcs <- vapply(FUN.VALUE = character(1),
# get only the first ATC code
atcs,
function(x) {
# try to get the J-group
if (any(x %like% "^J")) {
x[x %like% "^J"][1L]
} else {
as.character(x[1L])
}
})
} else if (length(atcs) == 1) {
atcs <- unname(unlist(atcs))
} else {
names(atcs) <- x
}
atcs
}
#' @rdname ab_property
#' @export
ab_atc_group1 <- function(x, language = get_locale(), ...) {
@@ -176,18 +221,48 @@ ab_loinc <- function(x, ...) {
#' @rdname ab_property
#' @export
ab_ddd <- function(x, administration = "oral", units = FALSE, ...) {
ab_ddd <- function(x, administration = "oral", ...) {
meet_criteria(x, allow_NA = TRUE)
meet_criteria(administration, is_in = c("oral", "iv"), has_length = 1)
meet_criteria(units, allow_class = "logical", has_length = 1)
x <- as.ab(x, ...)
ddd_prop <- administration
if (units == TRUE) {
# old behaviour
units <- list(...)$units
if (!is.null(units) && isTRUE(units)) {
if (message_not_thrown_before("ab_ddd", entire_session = TRUE)) {
warning_("Using `ab_ddd(..., units = TRUE)` is deprecated, use `ab_ddd_units()` to retrieve units instead. ",
"This warning will be shown once per session.", call = FALSE)
}
ddd_prop <- paste0(ddd_prop, "_units")
} else {
ddd_prop <- paste0(ddd_prop, "_ddd")
}
ab_validate(x = x, property = ddd_prop, ...)
out <- ab_validate(x = x, property = ddd_prop)
if (any(ab_name(x, language = NULL) %like% "/" & is.na(out))) {
warning_("DDDs of some combined products are available for different dose combinations and not (yet) part of the AMR package. ",
"Please refer to the WHOCC website:\n",
"www.whocc.no/ddd/list_of_ddds_combined_products/", call = FALSE)
}
out
}
#' @rdname ab_property
#' @export
ab_ddd_units <- function(x, administration = "oral", ...) {
meet_criteria(x, allow_NA = TRUE)
meet_criteria(administration, is_in = c("oral", "iv"), has_length = 1)
x <- as.ab(x, ...)
if (any(ab_name(x, language = NULL) %like% "/")) {
warning_("DDDs of combined products are available for different dose combinations and not (yet) part of the AMR package. ",
"Please refer to the WHOCC website:\n",
"www.whocc.no/ddd/list_of_ddds_combined_products/", call = FALSE)
}
ddd_prop <- paste0(administration, "_units")
ab_validate(x = x, property = ddd_prop)
}
#' @rdname ab_property
@@ -198,17 +273,18 @@ ab_info <- function(x, language = get_locale(), ...) {
x <- as.ab(x, ...)
list(ab = as.character(x),
atc = ab_atc(x),
cid = ab_cid(x),
name = ab_name(x, language = language),
group = ab_group(x, language = language),
atc_group1 = ab_atc_group1(x, language = language),
atc_group2 = ab_atc_group2(x, language = language),
tradenames = ab_tradenames(x),
ddd = list(oral = list(amount = ab_ddd(x, administration = "oral", units = FALSE),
units = ab_ddd(x, administration = "oral", units = TRUE)),
iv = list(amount = ab_ddd(x, administration = "iv", units = FALSE),
units = ab_ddd(x, administration = "iv", units = TRUE))))
cid = ab_cid(x),
name = ab_name(x, language = language),
group = ab_group(x, language = language),
atc = ab_atc(x),
atc_group1 = ab_atc_group1(x, language = language),
atc_group2 = ab_atc_group2(x, language = language),
tradenames = ab_tradenames(x),
loinc = ab_loinc(x),
ddd = list(oral = list(amount = ab_ddd(x, administration = "oral"),
units = ab_ddd_units(x, administration = "oral")),
iv = list(amount = ab_ddd(x, administration = "iv"),
units = ab_ddd_units(x, administration = "iv"))))
}
@@ -218,12 +294,13 @@ ab_url <- function(x, open = FALSE, ...) {
meet_criteria(x, allow_NA = TRUE)
meet_criteria(open, allow_class = "logical", has_length = 1)
ab <- as.ab(x = x, ... = ...)
u <- paste0("https://www.whocc.no/atc_ddd_index/?code=", ab_atc(ab), "&showdescription=no")
u[is.na(ab_atc(ab))] <- NA_character_
ab <- as.ab(x = x, ...)
atcs <- ab_atc(ab, only_first = TRUE)
u <- paste0("https://www.whocc.no/atc_ddd_index/?code=", atcs, "&showdescription=no")
u[is.na(atcs)] <- NA_character_
names(u) <- ab_name(ab)
NAs <- ab_name(ab, tolower = TRUE, language = NULL)[!is.na(ab) & is.na(ab_atc(ab))]
NAs <- ab_name(ab, tolower = TRUE, language = NULL)[!is.na(ab) & is.na(atcs)]
if (length(NAs) > 0) {
warning_("No ATC code available for ", vector_and(NAs, quotes = FALSE), ".")
}
@@ -248,20 +325,103 @@ ab_property <- function(x, property = "name", language = get_locale(), ...) {
translate_AMR(ab_validate(x = x, property = property, ...), language = language)
}
#' @rdname ab_property
#' @aliases ATC
#' @export
set_ab_names <- function(data, property = "name", language = get_locale(), snake_case = NULL) {
meet_criteria(data, allow_class = c("data.frame", "character"))
meet_criteria(property, is_in = colnames(antibiotics), has_length = 1, ignore.case = TRUE)
meet_criteria(language, has_length = 1, is_in = c(LANGUAGES_SUPPORTED, ""), allow_NULL = TRUE, allow_NA = TRUE)
meet_criteria(snake_case, allow_class = "logical", has_length = 1, allow_NULL = TRUE)
x_deparsed <- deparse(substitute(data))
if (length(x_deparsed) > 1 || any(x_deparsed %unlike% "[a-z]+")) {
x_deparsed <- "your_data"
}
property <- tolower(property)
if (is.null(snake_case)) {
snake_case <- property == "name"
}
if (is.data.frame(data)) {
vars <- get_column_abx(data, info = FALSE, only_rsi_columns = FALSE, sort = FALSE)
if (length(vars) == 0) {
message_("No columns with antibiotic results found for `set_ab_names()`, leaving names unchanged.")
return(data)
}
} else {
# quickly get antibiotic codes
vars_ab <- as.ab(data, fast_mode = TRUE)
vars <- data[!is.na(vars_ab)]
}
x <- vapply(FUN.VALUE = character(1),
ab_property(vars, property = property, language = language),
function(x) {
if (property == "atc") {
# try to get the J-group
if (any(x %like% "^J")) {
x[x %like% "^J"][1L]
} else {
as.character(x[1L])
}
} else {
as.character(x[1L])
}
},
USE.NAMES = FALSE)
if (any(x %in% c("", NA))) {
warning_("No ", property, " found for column(s): ", vector_and(vars[x %in% c("", NA)], sort = FALSE), call = FALSE)
x[x %in% c("", NA)] <- vars[x %in% c("", NA)]
}
if (snake_case == TRUE) {
x <- tolower(gsub("[^a-zA-Z0-9]+", "_", x))
}
if (any(duplicated(x))) {
# very hacky way of adding the index to each duplicate
# so "Amoxicillin", "Amoxicillin", "Amoxicillin"
# will be "Amoxicillin", "Amoxicillin_2", "Amoxicillin_3"
invisible(lapply(unique(x),
function(u) {
dups <- which(x == u)
if (length(dups) > 1) {
# there are duplicates
dup_add_int <- dups[2:length(dups)]
x[dup_add_int] <<- paste0(x[dup_add_int], "_", c(2:length(dups)))
}
}))
}
if (is.data.frame(data)) {
colnames(data)[colnames(data) %in% vars] <- x
data
} else {
data[which(!is.na(vars_ab))] <- x
data
}
}
ab_validate <- function(x, property, ...) {
check_dataset_integrity()
# try to catch an error when inputting an invalid argument
# so the 'call.' can be set to FALSE
tryCatch(x[1L] %in% antibiotics[1, property],
error = function(e) stop(e$message, call. = FALSE))
x_bak <- x
if (!all(x %in% antibiotics[, property])) {
x <- data.frame(ab = as.ab(x, ...), stringsAsFactors = FALSE) %pm>%
pm_left_join(antibiotics, by = "ab") %pm>%
pm_pull(property)
if (tryCatch(all(x[!is.na(x)] %in% AB_lookup$ab), error = function(e) FALSE)) {
# special case for ab_* functions where class is already <ab>
x <- AB_lookup[match(x, AB_lookup$ab), property, drop = TRUE]
} else {
# try to catch an error when inputting an invalid argument
# so the 'call.' can be set to FALSE
tryCatch(x[1L] %in% antibiotics[1, property],
error = function(e) stop(e$message, call. = FALSE))
if (!all(x %in% AB_lookup[, property])) {
x <- as.ab(x, ...)
x <- AB_lookup[match(x, AB_lookup$ab), property, drop = TRUE]
}
}
if (property == "ab") {
return(set_clean_class(x, new_class = c("ab", "character")))
} else if (property == "cid") {
@@ -269,7 +429,7 @@ ab_validate <- function(x, property, ...) {
} else if (property %like% "ddd") {
return(as.double(x))
} else {
x[is.na(x) & !is.na(x_bak)] <- NA
x[is.na(x)] <- NA
return(x)
}
}
+2 -2
View File
@@ -54,14 +54,14 @@
#' @section Reference Data Publicly Available:
#' All reference data sets (about microorganisms, antibiotics, R/SI interpretation, EUCAST rules, etc.) in this `AMR` package are publicly and freely available. We continually export our data sets to formats for use in R, SPSS, SAS, Stata and Excel. We also supply flat files that are machine-readable and suitable for input in any software program, such as laboratory information systems. Please find [all download links on our website](https://msberends.github.io/AMR/articles/datasets.html), which is automatically updated with every code change.
#' @section Read more on Our Website!:
#' On our website <https://msberends.github.io/AMR/> you can find [a comprehensive tutorial](https://msberends.github.io/AMR/articles/AMR.html) about how to conduct AMR data analysis, the [complete documentation of all functions](https://msberends.github.io/AMR/reference/) and [an example analysis using WHONET data](https://msberends.github.io/AMR/articles/WHONET.html). As we would like to better understand the backgrounds and needs of our users, please [participate in our survey](https://msberends.github.io/AMR/survey.html)!
#' On our website <https://msberends.github.io/AMR/> you can find [a comprehensive tutorial](https://msberends.github.io/AMR/articles/AMR.html) about how to conduct AMR data analysis, the [complete documentation of all functions](https://msberends.github.io/AMR/reference/) and [an example analysis using WHONET data](https://msberends.github.io/AMR/articles/WHONET.html).
#' @section Contact Us:
#' For suggestions, comments or questions, please contact us at:
#'
#' Matthijs S. Berends \cr
#' m.s.berends \[at\] umcg \[dot\] nl \cr
#' University of Groningen
#' Department of Medical Microbiology
#' Department of Medical Microbiology and Infection Prevention \cr
#' University Medical Center Groningen \cr
#' Post Office Box 30001 \cr
#' 9700 RB Groningen \cr
+17 -10
View File
@@ -25,9 +25,9 @@
#' Get ATC Properties from WHOCC Website
#'
#' Gets data from the WHO to determine properties of an ATC (e.g. an antibiotic), such as the name, defined daily dose (DDD) or standard unit.
#' Gets data from the WHOCC website to determine properties of an Anatomical Therapeutic Chemical (ATC) (e.g. an antibiotic), such as the name, defined daily dose (DDD) or standard unit.
#' @inheritSection lifecycle Stable Lifecycle
#' @param atc_code a [character] or [character] vector with ATC code(s) of antibiotic(s)
#' @param atc_code a [character] (vector) with ATC code(s) of antibiotics, will be coerced with [as.ab()] and [ab_atc()] internally if not a valid ATC code
#' @param property property of an ATC code. Valid values are `"ATC"`, `"Name"`, `"DDD"`, `"U"` (`"unit"`), `"Adm.R"`, `"Note"` and `groups`. For this last option, all hierarchical groups of an ATC code will be returned, see *Examples*.
#' @param administration type of administration when using `property = "Adm.R"`, see *Details*
#' @param url url of website of the WHOCC. The sign `%s` can be used as a placeholder for ATC codes.
@@ -68,6 +68,7 @@
#' if (requireNamespace("curl") && requireNamespace("rvest") && requireNamespace("xml2")) {
#' # oral DDD (Defined Daily Dose) of amoxicillin
#' atc_online_property("J01CA04", "DDD", "O")
#' atc_online_ddd(ab_atc("amox"))
#'
#' # parenteral DDD (Defined Daily Dose) of amoxicillin
#' atc_online_property("J01CA04", "DDD", "P")
@@ -81,7 +82,7 @@ atc_online_property <- function(atc_code,
url = "https://www.whocc.no/atc_ddd_index/?code=%s&showdescription=no",
url_vet = "https://www.whocc.no/atcvet/atcvet_index/?code=%s&showdescription=no") {
meet_criteria(atc_code, allow_class = "character")
meet_criteria(property, allow_class = "character", has_length = 1, is_in = c("ATC", "Name", "DDD", "U", "Adm.R", "Note", "groups"), ignore.case = TRUE)
meet_criteria(property, allow_class = "character", has_length = 1, is_in = c("ATC", "Name", "DDD", "U", "unit", "Adm.R", "Note", "groups"), ignore.case = TRUE)
meet_criteria(administration, allow_class = "character", has_length = 1)
meet_criteria(url, allow_class = "character", has_length = 1, looks_like = "https?://")
meet_criteria(url_vet, allow_class = "character", has_length = 1, looks_like = "https?://")
@@ -97,8 +98,8 @@ atc_online_property <- function(atc_code,
check_dataset_integrity()
if (!all(atc_code %in% antibiotics)) {
atc_code <- as.character(ab_atc(atc_code))
if (!all(atc_code %in% unlist(antibiotics$atc))) {
atc_code <- as.character(ab_atc(atc_code, only_first = TRUE))
}
if (!has_internet()) {
@@ -108,12 +109,11 @@ atc_online_property <- function(atc_code,
return(rep(NA, length(atc_code)))
}
# also allow unit as property
if (property %like% "unit") {
property <- "U"
}
property <- tolower(property)
# also allow unit as property
if (property == "unit") {
property <- "u"
}
if (property == "ddd") {
returnvalue <- rep(NA_real_, length(atc_code))
} else if (property == "groups") {
@@ -206,3 +206,10 @@ atc_online_ddd <- function(atc_code, ...) {
meet_criteria(atc_code, allow_class = "character")
atc_online_property(atc_code = atc_code, property = "ddd", ...)
}
#' @rdname atc_online
#' @export
atc_online_ddd_units <- function(atc_code, ...) {
meet_criteria(atc_code, allow_class = "character")
atc_online_property(atc_code = atc_code, property = "unit", ...)
}
+96 -34
View File
@@ -25,13 +25,13 @@
#' Determine Bug-Drug Combinations
#'
#' Determine antimicrobial resistance (AMR) of all bug-drug combinations in your data set where at least 30 (default) isolates are available per species. Use [format()] on the result to prettify it to a publicable/printable format, see *Examples*.
#' Determine antimicrobial resistance (AMR) of all bug-drug combinations in your data set where at least 30 (default) isolates are available per species. Use [format()] on the result to prettify it to a publishable/printable format, see *Examples*.
#' @inheritSection lifecycle Stable Lifecycle
#' @inheritParams eucast_rules
#' @param combine_IR a [logical] to indicate whether values R and I should be summed
#' @param add_ab_group a [logical] to indicate where the group of the antimicrobials must be included as a first column
#' @param remove_intrinsic_resistant [logical] to indicate that rows and columns with 100% resistance for all tested antimicrobials must be removed from the table
#' @param FUN the function to call on the `mo` column to transform the microorganism IDs, defaults to [mo_shortname()]
#' @param FUN the function to call on the `mo` column to transform the microorganism codes, defaults to [mo_shortname()]
#' @param translate_ab a [character] of length 1 containing column names of the [antibiotics] data set
#' @param ... arguments passed on to `FUN`
#' @inheritParams rsi_df
@@ -74,42 +74,87 @@ bug_drug_combinations <- function(x,
stop_ifnot(col_mo %in% colnames(x), "column '", col_mo, "' (`col_mo`) not found")
}
x_class <- class(x)
x.bak <- x
x <- as.data.frame(x, stringsAsFactors = FALSE)
x[, col_mo] <- FUN(x[, col_mo, drop = TRUE], ...)
x <- x[, c(col_mo, names(which(vapply(FUN.VALUE = logical(1), x, is.rsi)))), drop = FALSE]
unique_mo <- sort(unique(x[, col_mo, drop = TRUE]))
out <- data.frame(mo = character(0),
ab = character(0),
S = integer(0),
I = integer(0),
R = integer(0),
total = integer(0),
stringsAsFactors = FALSE)
for (i in seq_len(length(unique_mo))) {
# filter on MO group and only select R/SI columns
x_mo_filter <- x[which(x[, col_mo, drop = TRUE] == unique_mo[i]), names(which(vapply(FUN.VALUE = logical(1), x, is.rsi))), drop = FALSE]
# turn and merge everything
pivot <- lapply(x_mo_filter, function(x) {
m <- as.matrix(table(x))
data.frame(S = m["S", ], I = m["I", ], R = m["R", ], stringsAsFactors = FALSE)
})
merged <- do.call(rbind, pivot)
out_group <- data.frame(mo = unique_mo[i],
ab = rownames(merged),
S = merged$S,
I = merged$I,
R = merged$R,
total = merged$S + merged$I + merged$R,
stringsAsFactors = FALSE)
out <- rbind(out, out_group, stringsAsFactors = FALSE)
# select only groups and antibiotics
if (is_null_or_grouped_tbl(x.bak)) {
data_has_groups <- TRUE
groups <- setdiff(names(attributes(x.bak)$groups), ".rows")
x <- x[, c(groups, col_mo, colnames(x)[vapply(FUN.VALUE = logical(1), x, is.rsi)]), drop = FALSE]
} else {
data_has_groups <- FALSE
x <- x[, c(col_mo, names(which(vapply(FUN.VALUE = logical(1), x, is.rsi)))), drop = FALSE]
}
set_clean_class(out,
new_class = c("bug_drug_combinations", x_class))
run_it <- function(x) {
out <- data.frame(mo = character(0),
ab = character(0),
S = integer(0),
I = integer(0),
R = integer(0),
total = integer(0),
stringsAsFactors = FALSE)
if (data_has_groups) {
group_values <- unique(x[, which(colnames(x) %in% groups), drop = FALSE])
rownames(group_values) <- NULL
x <- x[, which(!colnames(x) %in% groups), drop = FALSE]
}
for (i in seq_len(length(unique_mo))) {
# filter on MO group and only select R/SI columns
x_mo_filter <- x[which(x[, col_mo, drop = TRUE] == unique_mo[i]), names(which(vapply(FUN.VALUE = logical(1), x, is.rsi))), drop = FALSE]
# turn and merge everything
pivot <- lapply(x_mo_filter, function(x) {
m <- as.matrix(table(x))
data.frame(S = m["S", ], I = m["I", ], R = m["R", ], stringsAsFactors = FALSE)
})
merged <- do.call(rbind, pivot)
out_group <- data.frame(mo = rep(unique_mo[i], NROW(merged)),
ab = rownames(merged),
S = merged$S,
I = merged$I,
R = merged$R,
total = merged$S + merged$I + merged$R,
stringsAsFactors = FALSE)
if (data_has_groups) {
if (nrow(group_values) < nrow(out_group)) {
# repeat group_values for the number of rows in out_group
repeated <- rep(seq_len(nrow(group_values)),
each = nrow(out_group) / nrow(group_values))
group_values <- group_values[repeated, , drop = FALSE]
}
out_group <- cbind(group_values, out_group)
}
out <- rbind(out, out_group, stringsAsFactors = FALSE)
}
out
}
# based on pm_apply_grouped_function
apply_group <- function(.data, fn, groups, drop = FALSE, ...) {
grouped <- pm_split_into_groups(.data, groups, drop)
res <- do.call(rbind, unname(lapply(grouped, fn, ...)))
if (any(groups %in% colnames(res))) {
class(res) <- c("grouped_data", class(res))
res <- pm_set_groups(res, groups[groups %in% colnames(res)])
}
res
}
if (data_has_groups) {
out <- apply_group(x, "run_it", groups)
rownames(out) <- NULL
set_clean_class(out,
new_class = c("grouped", "bug_drug_combinations", "data.frame"))
} else {
out <- run_it(x)
rownames(out) <- NULL
set_clean_class(out,
new_class = c("bug_drug_combinations", "data.frame"))
}
}
#' @method format bug_drug_combinations
@@ -137,6 +182,21 @@ format.bug_drug_combinations <- function(x,
meet_criteria(decimal.mark, allow_class = "character", has_length = 1)
meet_criteria(big.mark, allow_class = "character", has_length = 1)
if (inherits(x, "grouped")) {
# bug_drug_combinations() has been run on groups, so de-group here
warning_("formatting the output of `bug_drug_combinations()` does not support grouped variables, they are ignored", call = FALSE)
idx <- split(seq_len(nrow(x)), paste0(x$mo, "%%", x$ab))
x <- data.frame(mo = gsub("(.*)%%(.*)", "\\1", names(idx)),
ab = gsub("(.*)%%(.*)", "\\2", names(idx)),
S = sapply(idx, function(i) sum(y$S[i], na.rm = TRUE)),
I = sapply(idx, function(i) sum(y$I[i], na.rm = TRUE)),
R = sapply(idx, function(i) sum(y$R[i], na.rm = TRUE)),
total = sapply(idx, function(i) sum(y$S[i], na.rm = TRUE) +
sum(y$I[i], na.rm = TRUE) +
sum(y$R[i], na.rm = TRUE)),
stringsAsFactors = FALSE)
}
x <- as.data.frame(x, stringsAsFactors = FALSE)
x <- subset(x, total >= minimum)
@@ -158,7 +218,7 @@ format.bug_drug_combinations <- function(x,
ab_txt[i] <- gsub("group", ab_group(ab[i], language = language), ab_txt[i])
ab_txt[i] <- gsub("atc_group1", ab_atc_group1(ab[i], language = language), ab_txt[i])
ab_txt[i] <- gsub("atc_group2", ab_atc_group2(ab[i], language = language), ab_txt[i])
ab_txt[i] <- gsub("atc", ab_atc(ab[i]), ab_txt[i])
ab_txt[i] <- gsub("atc", ab_atc(ab[i], only_first = TRUE), ab_txt[i])
ab_txt[i] <- gsub("name", ab_name(ab[i], language = language), ab_txt[i])
ab_txt[i]
}
@@ -249,7 +309,9 @@ format.bug_drug_combinations <- function(x,
print.bug_drug_combinations <- function(x, ...) {
x_class <- class(x)
print(set_clean_class(x,
new_class = x_class[x_class != "bug_drug_combinations"]),
new_class = x_class[!x_class %in% c("bug_drug_combinations", "grouped")]),
...)
message_("Use 'format()' on this result to get a publishable/printable format.", as_note = FALSE)
message_("Use 'format()' on this result to get a publishable/printable format.",
ifelse(inherits(x, "grouped"), " Note: The grouping variable(s) will be ignored.", ""),
as_note = FALSE)
}
+67 -45
View File
@@ -82,6 +82,12 @@
#' n1 = count_all(CIP), # the actual total; sum of all three
#' n2 = n_rsi(CIP), # same - analogous to n_distinct
#' total = n()) # NOT the number of tested isolates!
#'
#' # Number of available isolates for a whole antibiotic class
#' # (i.e., in this data set columns GEN, TOB, AMK, KAN)
#' example_isolates %>%
#' group_by(hospital_id) %>%
#' summarise(across(aminoglycosides(), n_rsi))
#'
#' # Count co-resistance between amoxicillin/clav acid and gentamicin,
#' # so we can see that combination therapy does a lot more than mono therapy.
@@ -108,81 +114,95 @@
#' }
#' }
count_resistant <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "R",
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = "R",
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_susceptible <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("S", "I"),
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = c("S", "I"),
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_R <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "R",
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = "R",
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_IR <- function(..., only_all_tested = FALSE) {
if (message_not_thrown_before("count_IR")) {
warning_("Using count_IR() is discouraged; use count_resistant() instead to not consider \"I\" being resistant.", call = FALSE)
remember_thrown_message("count_IR")
if (message_not_thrown_before("count_IR", entire_session = TRUE)) {
message_("Using `count_IR()` is discouraged; use `count_resistant()` instead to not consider \"I\" being resistant. This note will be shown once for this session.", as_note = FALSE)
}
rsi_calc(...,
ab_result = c("I", "R"),
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = c("I", "R"),
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_I <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "I",
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = "I",
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_SI <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("S", "I"),
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = c("S", "I"),
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_S <- function(..., only_all_tested = FALSE) {
if (message_not_thrown_before("count_S")) {
warning_("Using count_S() is discouraged; use count_susceptible() instead to also consider \"I\" being susceptible.", call = FALSE)
remember_thrown_message("count_S")
if (message_not_thrown_before("count_S", entire_session = TRUE)) {
message_("Using `count_S()` is discouraged; use `count_susceptible()` instead to also consider \"I\" being susceptible. This note will be shown once for this session.", as_note = FALSE)
}
rsi_calc(...,
ab_result = "S",
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = "S",
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
#' @export
count_all <- function(..., only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("S", "I", "R"),
only_all_tested = only_all_tested,
only_count = TRUE)
tryCatch(
rsi_calc(...,
ab_result = c("S", "I", "R"),
only_all_tested = only_all_tested,
only_count = TRUE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname count
@@ -196,11 +216,13 @@ count_df <- function(data,
language = get_locale(),
combine_SI = TRUE,
combine_IR = FALSE) {
rsi_calc_df(type = "count",
data = data,
translate_ab = translate_ab,
language = language,
combine_SI = combine_SI,
combine_IR = combine_IR,
combine_SI_missing = missing(combine_SI))
tryCatch(
rsi_calc_df(type = "count",
data = data,
translate_ab = translate_ab,
language = language,
combine_SI = combine_SI,
combine_IR = combine_IR,
combine_SI_missing = missing(combine_SI)),
error = function(e) stop_(e$message, call = -5))
}
+6 -6
View File
@@ -89,9 +89,9 @@
#'
#' ### Usage of antibiotic group names
#'
#' It is possible to define antibiotic groups instead of single antibiotics for the rule consequence, the part *after* the tilde. In above examples, the antibiotic group `aminopenicillins` is used to include ampicillin and amoxicillin. The following groups are allowed (case-insensitive). Within parentheses are the antibiotic agents that will be matched when running the rule.
#' It is possible to define antibiotic groups instead of single antibiotics for the rule consequence, the part *after* the tilde. In above examples, the antibiotic group `aminopenicillins` is used to include ampicillin and amoxicillin. The following groups are allowed (case-insensitive). Within parentheses are the agents that will be matched when running the rule.
#'
#' `r paste0(" * ", sapply(DEFINED_AB_GROUPS, function(x) paste0("``", tolower(x), "``\\cr(", paste0(sort(ab_name(eval(parse(text = x), envir = asNamespace("AMR")), language = NULL, tolower = TRUE)), collapse = ", "), ")"), USE.NAMES = FALSE), "\n", collapse = "")`
#' `r paste0(" * ", sapply(DEFINED_AB_GROUPS, function(x) paste0("``", tolower(gsub("^AB_", "", x)), "``\\cr(", vector_and(ab_name(eval(parse(text = x), envir = asNamespace("AMR")), language = NULL, tolower = TRUE), quotes = FALSE), ")"), USE.NAMES = FALSE), "\n", collapse = "")`
#' @returns A [list] containing the custom rules
#' @inheritSection AMR Read more on Our Website!
#' @export
@@ -140,12 +140,12 @@ custom_eucast_rules <- function(...) {
stop_ifnot(deparse(result) %like% "==",
"the result of rule ", i, " (the part after the `~`) must contain `==`, such as in `... ~ ampicillin == \"R\"`, see `?custom_eucast_rules`")
result_group <- as.character(result)[[2]]
if (paste0(toupper(result_group), "S") %in% DEFINED_AB_GROUPS) {
if (paste0("AB_", toupper(result_group), "S") %in% DEFINED_AB_GROUPS) {
# support for e.g. 'aminopenicillin' if user meant 'aminopenicillins'
result_group <- paste0(result_group, "s")
}
if (toupper(result_group) %in% DEFINED_AB_GROUPS) {
result_group <- eval(parse(text = toupper(result_group)), envir = asNamespace("AMR"))
if (paste0("AB_", toupper(result_group)) %in% DEFINED_AB_GROUPS) {
result_group <- eval(parse(text = paste0("AB_", toupper(result_group))), envir = asNamespace("AMR"))
} else {
result_group <- tryCatch(
suppressWarnings(as.ab(result_group,
@@ -157,7 +157,7 @@ custom_eucast_rules <- function(...) {
stop_if(any(is.na(result_group)),
"this result of rule ", i, " could not be translated to a single antimicrobial agent/group: \"",
as.character(result)[[2]], "\".\n\nThe input can be a name or code of an antimicrobial agent, or be one of: ",
vector_or(tolower(DEFINED_AB_GROUPS), quotes = FALSE), ".")
vector_or(tolower(gsub("AB_", "", DEFINED_AB_GROUPS)), quotes = FALSE), ".")
result_value <- as.character(result)[[3]]
result_value[result_value == "NA"] <- NA
stop_ifnot(result_value %in% c("R", "S", "I", NA),
+8 -8
View File
@@ -23,28 +23,28 @@
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
# ==================================================================== #
#' Data Sets with `r format(nrow(antibiotics) + nrow(antivirals), big.mark = ",")` Antimicrobials
#' Data Sets with `r format(nrow(antibiotics) + nrow(antivirals), big.mark = ",")` Antimicrobial Drugs
#'
#' Two data sets containing all antibiotics/antimycotics and antivirals. Use [as.ab()] or one of the [`ab_*`][ab_property()] functions to retrieve values from the [antibiotics] data set. Three identifiers are included in this data set: an antibiotic 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.
#' Two data sets containing all antibiotics/antimycotics and antivirals. Use [as.ab()] or one of the [`ab_*`][ab_property()] functions to retrieve values from the [antibiotics] data set. Three identifiers are included in this data set: an antibiotic 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.
#' @format
#' ## For the [antibiotics] data set: a [data.frame] with `r nrow(antibiotics)` observations and `r ncol(antibiotics)` variables:
#' - `ab`\cr Antibiotic ID as used in this package (such as `AMC`), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available
#' - `atc`\cr ATC code (Anatomical Therapeutic Chemical) as defined by the WHOCC, like `J01CR02`
#' - `cid`\cr Compound ID as found in PubChem
#' - `name`\cr Official name as used by WHONET/EARS-Net or the WHO
#' - `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_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 antibiotic susceptibility testing (AST)
#' - `synonyms`\cr Synonyms (often trade names) of a drug, as found in PubChem based on their compound ID
#' - `oral_ddd`\cr Defined Daily Dose (DDD), oral treatment
#' - `oral_ddd`\cr Defined Daily Dose (DDD), oral treatment, currently available for `r sum(!is.na(antibiotics$oral_ddd))` drugs
#' - `oral_units`\cr Units of `oral_ddd`
#' - `iv_ddd`\cr Defined Daily Dose (DDD), parenteral treatment
#' - `iv_ddd`\cr Defined Daily Dose (DDD), parenteral (intravenous) treatment, currently available for `r sum(!is.na(antibiotics$iv_ddd))` drugs
#' - `iv_units`\cr Units of `iv_ddd`
#' - `loinc`\cr All LOINC codes (Logical Observation Identifiers Names and Codes) associated with the name of the antimicrobial agent. Use [ab_loinc()] to retrieve them quickly, see [ab_property()].
#'
#' ## For the [antivirals] data set: a [data.frame] with `r nrow(antivirals)` observations and `r ncol(antivirals)` variables:
#' - `atc`\cr ATC code (Anatomical Therapeutic Chemical) as defined by the WHOCC
#' - `atc`\cr ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC
#' - `cid`\cr Compound ID as found in PubChem
#' - `name`\cr Official name as used by WHONET/EARS-Net or the WHO
#' - `atc_group`\cr Official pharmacological subgroup (3rd level ATC code) as defined by the WHOCC
@@ -55,7 +55,7 @@
#' - `iv_units`\cr Units of `iv_ddd`
#' @details Properties that are based on an ATC code are only available when an ATC is available. These properties are: `atc_group1`, `atc_group2`, `oral_ddd`, `oral_units`, `iv_ddd` and `iv_units`.
#'
#' Synonyms (i.e. trade names) are derived from the Compound ID (`cid`) and consequently only available where a CID is available.
#' Synonyms (i.e. trade names) were derived from the Compound ID (`cid`) and consequently only available where a CID is available.
#'
#' ## Direct download
#' These data sets are available as 'flat files' for use even without \R - you can find the files here:
@@ -239,7 +239,7 @@
#' Data Set for R/SI Interpretation
#'
#' Data set to interpret MIC and disk diffusion to R/SI values. Included guidelines are CLSI (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`) and EUCAST (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`). Use [as.rsi()] to transform MICs or disks measurements to R/SI values.
#' Data set containing reference data to interpret MIC and disk diffusion to R/SI values, according to international guidelines. Currently implemented guidelines are EUCAST (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`) and CLSI (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`). Use [as.rsi()] to transform MICs or disks measurements to R/SI values.
#' @format A [data.frame] with `r format(nrow(rsi_translation), big.mark = ",")` observations and `r ncol(rsi_translation)` variables:
#' - `guideline`\cr Name of the guideline
#' - `method`\cr Either `r vector_or(rsi_translation$method)`
+2 -470
View File
@@ -26,477 +26,9 @@
#' Deprecated Functions
#'
#' These functions are so-called '[Deprecated]'. **They will be removed in a future release.** Using the functions will give a warning with the name of the function it has been replaced by (if there is one).
#' @details All antibiotic class selectors (such as [carbapenems()], [aminoglycosides()]) can now be used for filtering as well, making all their accompanying `filter_*()` functions redundant (such as [filter_carbapenems()], [filter_aminoglycosides()]).
#' @inheritSection lifecycle Retired Lifecycle
#' @inheritSection AMR Read more on Our Website!
#' @keywords internal
#' @name AMR-deprecated
#' @export
p_symbol <- function(p, emptychar = " ") {
.Deprecated(package = "AMR", new = "cleaner::p_symbol")
p <- as.double(p)
s <- rep(NA_character_, length(p))
s[p <= 1] <- emptychar
s[p <= 0.100] <- "."
s[p <= 0.050] <- "*"
s[p <= 0.010] <- "**"
s[p <= 0.001] <- "***"
s
}
#' @name AMR-deprecated
#' @export
filter_first_weighted_isolate <- function(x = NULL,
col_date = NULL,
col_patient_id = NULL,
col_mo = NULL,
...) {
.Deprecated(old = "filter_first_weighted_isolate()",
new = "filter_first_isolate()",
package = "AMR")
if (is_null_or_grouped_tbl(x)) {
# when `x` is left blank, auto determine it (get_current_data() also contains dplyr::cur_data_all())
# is also fix for using a grouped df as input (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(col_date, allow_class = "character", has_length = 1, allow_NULL = TRUE, is_in = colnames(x))
meet_criteria(col_patient_id, allow_class = "character", has_length = 1, allow_NULL = TRUE, is_in = colnames(x))
meet_criteria(col_mo, allow_class = "character", has_length = 1, allow_NULL = TRUE, is_in = colnames(x))
filter_first_isolate(x = x, col_date = col_date, col_patient_id = col_patient_id, col_mo = col_mo, ...)
}
#' @name AMR-deprecated
#' @export
key_antibiotics <- function(x = NULL,
col_mo = NULL,
universal_1 = guess_ab_col(x, "amoxicillin"),
universal_2 = guess_ab_col(x, "amoxicillin/clavulanic acid"),
universal_3 = guess_ab_col(x, "cefuroxime"),
universal_4 = guess_ab_col(x, "piperacillin/tazobactam"),
universal_5 = guess_ab_col(x, "ciprofloxacin"),
universal_6 = guess_ab_col(x, "trimethoprim/sulfamethoxazole"),
GramPos_1 = guess_ab_col(x, "vancomycin"),
GramPos_2 = guess_ab_col(x, "teicoplanin"),
GramPos_3 = guess_ab_col(x, "tetracycline"),
GramPos_4 = guess_ab_col(x, "erythromycin"),
GramPos_5 = guess_ab_col(x, "oxacillin"),
GramPos_6 = guess_ab_col(x, "rifampin"),
GramNeg_1 = guess_ab_col(x, "gentamicin"),
GramNeg_2 = guess_ab_col(x, "tobramycin"),
GramNeg_3 = guess_ab_col(x, "colistin"),
GramNeg_4 = guess_ab_col(x, "cefotaxime"),
GramNeg_5 = guess_ab_col(x, "ceftazidime"),
GramNeg_6 = guess_ab_col(x, "meropenem"),
warnings = TRUE,
...) {
.Deprecated(old = "key_antibiotics()",
new = "key_antimicrobials()",
package = "AMR")
if (is_null_or_grouped_tbl(x)) {
# when `x` is left blank, auto determine it (get_current_data() also contains dplyr::cur_data_all())
# is also fix for using a grouped df as input (a dot as first argument)
x <- tryCatch(get_current_data(arg_name = "x", call = -2), error = function(e) x)
}
key_antimicrobials(x = x,
col_mo = col_mo,
universal = c(universal_1, universal_2, universal_3, universal_4, universal_5, universal_6),
gram_negative = c(GramNeg_1, GramNeg_2, GramNeg_3, GramNeg_4, GramNeg_5, GramNeg_6),
gram_positive = c(GramPos_1, GramPos_2, GramPos_3, GramPos_4, GramPos_5, GramPos_6),
antifungal = NULL,
only_rsi_columns = FALSE,
...)
}
#' @name AMR-deprecated
#' @export
key_antibiotics_equal <- function(y,
z,
type = "keyantimicrobials",
ignore_I = TRUE,
points_threshold = 2,
info = FALSE,
na.rm = TRUE,
...) {
.Deprecated(old = "key_antibiotics_equal()",
new = "antimicrobials_equal()",
package = "AMR")
antimicrobials_equal(y = y,
z = z,
type = type,
ignore_I = ignore_I,
points_threshold = points_threshold,
info = info)
}
#' @name AMR-deprecated
#' @export
filter_ab_class <- function(x,
ab_class,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
.call_depth <- list(...)$`.call_depth`
if (is.null(.call_depth)) {
.call_depth <- 0
}
.x_name <- list(...)$`.x_name`
if (is.null(.x_name)) {
.x_name <- deparse(substitute(x))
}
.fn <- list(...)$`.fn`
if (is.null(.fn)) {
.fn <- "filter_ab_class"
}
.fn_old <- .fn
# new way: using the ab selectors
.fn <- gsub("filter_", "", .fn, fixed = TRUE)
.fn <- gsub("^([1-5][a-z]+)_cephalosporins", "cephalosporins_\\1", .fn)
if (missing(x) || is_null_or_grouped_tbl(x)) {
# when `x` is left blank, auto determine it (get_current_data() also contains dplyr::cur_data_all())
# is also fix for using a grouped df as input (a dot as first argument)
x <- get_current_data(arg_name = "x", call = -2 - .call_depth)
.x_name <- "your_data"
}
meet_criteria(x, allow_class = "data.frame", .call_depth = .call_depth)
meet_criteria(ab_class, allow_class = "character", has_length = 1, .call_depth = .call_depth)
if (!is.null(result)) {
# make result = "SI" works too:
result <- toupper(unlist(strsplit(result, "")))
}
meet_criteria(result, allow_class = "character", has_length = c(1, 2, 3), is_in = c("S", "I", "R"), allow_NULL = TRUE, .call_depth = .call_depth)
meet_criteria(scope, allow_class = "character", has_length = 1, is_in = c("all", "any"), .call_depth = .call_depth)
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1, .call_depth = .call_depth)
if (is.null(result)) {
result <- c("S", "I", "R")
}
# get e.g. carbapenems() from filter_carbapenems()
fn <- get(.fn, envir = asNamespace("AMR"))
if (scope == "any") {
scope_fn <- any
} else {
scope_fn <- all
}
# be nice here, be VERY extensive about how the AB selectors have taken over this function
deprecated_fn <- paste0(.fn, "(", ifelse(.fn == "ab_class", paste0("\"", ab_class, "\""), ""), ")",
ifelse(length(result) > 1,
paste0(", c(", paste0("\"", result, "\"", collapse = ", "), ")"),
ifelse(is.null(result),
"",
paste0(" == \"", result, "\""))))
if (.x_name == ".") {
.x_name <- "your_data"
}
warning_(paste0("`", .fn_old, "()` is deprecated. Use the antibiotic selector `", .fn, "()` instead.\n",
"In dplyr:\n",
" - ", .x_name, " %>% filter(", scope, "(", deprecated_fn, "))\n",
ifelse(length(result) > 1,
paste0(" - ", .x_name, " %>% filter(", scope, "(",
.fn, "(", ifelse(.fn == "ab_class", paste0("\"", ab_class, "\""), ""), ") == \"R\"))\n"),
""),
"In base R:\n",
" - ", .x_name, "[", scope, "(", deprecated_fn, "), ]\n",
ifelse(length(result) > 1,
paste0(" - ", .x_name, "[", scope, "(",
.fn, "(", ifelse(.fn == "ab_class", paste0("\"", ab_class, "\""), ""), ") == \"R\"), ]\n"),
""),
" - subset(", .x_name, ", ", scope, "(", deprecated_fn, "))",
ifelse(length(result) > 1,
paste0("\n - subset(", .x_name, ", ", scope, "(",
.fn, "(", ifelse(.fn == "ab_class", paste0("\"", ab_class, "\""), ""), ") == \"R\"))"),
"")),
call = FALSE)
if (.fn == "ab_class") {
subset(x, scope_fn(fn(ab_class = ab_class), result))
} else {
subset(x, scope_fn(fn(), result))
}
}
#' @name AMR-deprecated
#' @export
filter_aminoglycosides <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "aminoglycoside",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_aminoglycosides",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_betalactams <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "carbapenem|cephalosporin|penicillin",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_betalactams",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_carbapenems <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "carbapenem",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_carbapenems",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporin",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_1st_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporins (1st gen.)",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_1st_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_2nd_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporins (2nd gen.)",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_2nd_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_3rd_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporins (3rd gen.)",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_3rd_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_4th_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporins (4th gen.)",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_4th_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_5th_cephalosporins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "cephalosporins (5th gen.)",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_5th_cephalosporins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_fluoroquinolones <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "fluoroquinolone",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_fluoroquinolones",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_glycopeptides <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "glycopeptide",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_glycopeptides",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_macrolides <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "macrolide",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_macrolides",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_oxazolidinones <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "oxazolidinone",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_oxazolidinones",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_penicillins <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "penicillin",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_penicillins",
.x_name = deparse(substitute(x)),
...)
}
#' @name AMR-deprecated
#' @export
filter_tetracyclines <- function(x,
result = NULL,
scope = "any",
only_rsi_columns = FALSE,
...) {
filter_ab_class(x = x,
ab_class = "tetracycline",
result = result,
scope = scope,
only_rsi_columns = only_rsi_columns,
.call_depth = 1,
.fn = "filter_tetracyclines",
.x_name = deparse(substitute(x)),
...)
}
# @export
NULL
+9
View File
@@ -195,6 +195,15 @@ unique.disk <- function(x, incomparables = FALSE, ...) {
y
}
#' @method rep disk
#' @export
#' @noRd
rep.disk <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(x)
y
}
# will be exported using s3_register() in R/zzz.R
get_skimmers.disk <- function(column) {
skimr::sfl(
+6 -7
View File
@@ -55,7 +55,7 @@ format_eucast_version_nr <- function(version, markdown = TRUE) {
#' @param verbose a [logical] to turn Verbose mode on and off (default is off). In Verbose mode, the function does not apply rules to the data, but instead returns a data set in logbook form with extensive info about which rows and columns would be effected and in which way. Using Verbose mode takes a lot more time.
#' @param version_breakpoints the version number to use for the EUCAST Clinical Breakpoints guideline. Can be either `r vector_or(names(EUCAST_VERSION_BREAKPOINTS), reverse = TRUE)`.
#' @param version_expertrules the version number to use for the EUCAST Expert Rules and Intrinsic Resistance guideline. Can be either `r vector_or(names(EUCAST_VERSION_EXPERT_RULES), reverse = TRUE)`.
#' @param ampc_cephalosporin_resistance a [character] value that should be applied to cefotaxime, ceftriaxone and ceftazidime for AmpC de-repressed cephalosporin-resistant mutants, defaults to `NA`. Currently only works when `version_expertrules` is `3.2`; '*EUCAST Expert Rules v3.2 on Enterobacterales*' states that results of cefotaxime, ceftriaxone and ceftazidime should be reported with a note, or results should be suppressed (emptied) for these three agents. A value of `NA` (the default) for this argument will remove results for these three agents, while e.g. a value of `"R"` will make the results for these agents resistant. Use `NULL` or `FALSE` to not alter results for these three agents 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_file[which(eucast_rules_file$reference.version == 3.2 & eucast_rules_file$reference.rule %like% "ampc"), "this_value"][1], "|", fixed = TRUE))), quotes = "*")`.
#' @param ampc_cephalosporin_resistance a [character] value that should be applied to cefotaxime, ceftriaxone and ceftazidime for AmpC de-repressed cephalosporin-resistant mutants, defaults to `NA`. Currently only works when `version_expertrules` is `3.2`; '*EUCAST Expert Rules v3.2 on Enterobacterales*' states that results of cefotaxime, ceftriaxone and ceftazidime should be reported with a note, or results should be suppressed (emptied) for these three agents. A value of `NA` (the default) for this argument will remove results for these three agents, while e.g. a value of `"R"` will make the results for these agents resistant. Use `NULL` or `FALSE` to not alter results for these three agents of AmpC de-repressed cephalosporin-resistant mutants. Using `TRUE` is equal to using `"R"`. \cr For *EUCAST Expert Rules* v3.2, this rule applies to: `r vector_and(gsub("[^a-zA-Z ]+", "", unlist(strsplit(EUCAST_RULES_DF[which(EUCAST_RULES_DF$reference.version == 3.2 & EUCAST_RULES_DF$reference.rule %like% "ampc"), "this_value"][1], "|", fixed = TRUE))), quotes = "*")`.
#' @param ... column name of an antibiotic, see section *Antibiotics* below
#' @param ab any (vector of) text that can be coerced to a valid antibiotic code with [as.ab()]
#' @param administration route of administration, either `r vector_or(dosage$administration)`
@@ -320,9 +320,9 @@ eucast_rules <- function(x,
x <- trimws(unique(toupper(unlist(strsplit(x, ",")))))
x_new <- character()
for (val in x) {
if (val %in% ls(envir = asNamespace("AMR"))) {
# antibiotic group names, as defined in data-raw/_internals.R, such as `CARBAPENEMS`
val <- eval(parse(text = val), envir = asNamespace("AMR"))
if (paste0("AB_", val) %in% ls(envir = asNamespace("AMR"))) {
# antibiotic group names, as defined in data-raw/_internals.R, such as `AB_CARBAPENEMS`
val <- eval(parse(text = paste0("AB_", val)), envir = asNamespace("AMR"))
} else if (val %in% AB_lookup$ab) {
# separate drugs, such as `AMX`
val <- as.ab(val)
@@ -561,11 +561,11 @@ eucast_rules <- function(x,
# Official EUCAST rules ---------------------------------------------------
eucast_notification_shown <- FALSE
if (!is.null(list(...)$eucast_rules_df)) {
# this allows: eucast_rules(x, eucast_rules_df = AMR:::eucast_rules_file %>% filter(is.na(have_these_values)))
# this allows: eucast_rules(x, eucast_rules_df = AMR:::EUCAST_RULES_DF %>% filter(is.na(have_these_values)))
eucast_rules_df <- list(...)$eucast_rules_df
} else {
# otherwise internal data file, created in data-raw/_internals.R
eucast_rules_df <- eucast_rules_file
eucast_rules_df <- EUCAST_RULES_DF
}
# filter on user-set guideline versions ----
@@ -1072,7 +1072,6 @@ eucast_dosage <- function(ab, administration = "iv", version_breakpoints = 11.0)
message_("Dosages for antimicrobial drugs, as meant for ",
format_eucast_version_nr(version_breakpoints, markdown = FALSE), ". ",
font_red("This note will be shown once per session."))
remember_thrown_message(paste0("eucast_dosage_v", gsub("[^0-9]", "", version_breakpoints)), entire_session = TRUE)
}
ab <- as.ab(ab)
+25 -34
View File
@@ -23,9 +23,9 @@
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
# ==================================================================== #
#' Determine First (Weighted) Isolates
#' Determine First Isolates
#'
#' Determine first (weighted) isolates of all microorganisms of every patient per episode and (if needed) per specimen type. These functions support all four methods as summarised by Hindler *et al.* in 2007 (\doi{10.1086/511864}). To determine patient episodes not necessarily based on microorganisms, use [is_new_episode()] that also supports grouping with the `dplyr` package.
#' Determine first isolates of all microorganisms of every patient per episode and (if needed) per specimen type. These functions support all four methods as summarised by Hindler *et al.* in 2007 (\doi{10.1086/511864}). To determine patient episodes not necessarily based on microorganisms, use [is_new_episode()] that also supports grouping with the `dplyr` package.
#' @inheritSection lifecycle Stable Lifecycle
#' @param x a [data.frame] containing isolates. Can be left blank for automatic determination, see *Examples*.
#' @param col_date column name of the result date (or date that is was received on the lab), defaults to the first column with a date class
@@ -34,7 +34,7 @@
#' @param col_testcode column name of the test codes. Use `col_testcode = NULL` to **not** exclude certain test codes (such as test codes for screening). In that case `testcodes_exclude` will be ignored.
#' @param col_specimen column name of the specimen type or group
#' @param col_icu column name of the logicals (`TRUE`/`FALSE`) whether a ward or department is an Intensive Care Unit (ICU)
#' @param col_keyantimicrobials (only useful when `method = "phenotype-based"`) column name of the key antimicrobials to determine first (weighted) isolates, see [key_antimicrobials()]. Defaults to the first column that starts with 'key' followed by 'ab' or 'antibiotics' or 'antimicrobials' (case insensitive). Use `col_keyantimicrobials = FALSE` to prevent this. Can also be the output of [key_antimicrobials()].
#' @param col_keyantimicrobials (only useful when `method = "phenotype-based"`) column name of the key antimicrobials to determine first isolates, see [key_antimicrobials()]. Defaults to the first column that starts with 'key' followed by 'ab' or 'antibiotics' or 'antimicrobials' (case insensitive). Use `col_keyantimicrobials = FALSE` to prevent this. Can also be the output of [key_antimicrobials()].
#' @param episode_days episode in days after which a genus/species combination will be determined as 'first isolate' again. The default of 365 days is based on the guideline by CLSI, see *Source*.
#' @param testcodes_exclude a [character] vector with test codes that should be excluded (case-insensitive)
#' @param icu_exclude a [logical] to indicate whether ICU isolates should be excluded (rows with value `TRUE` in the column set with `col_icu`)
@@ -102,9 +102,9 @@
#'
#' This is a more reliable method, since it also *weighs* the antibiogram (antimicrobial test results) yielding so-called 'first weighted isolates'. There are two different methods to weigh the antibiogram:
#'
#' 1. Using `type = "points"` and argument `points_threshold`
#' 1. Using `type = "points"` and argument `points_threshold` (default)
#'
#' This method weighs *all* antimicrobial agents available in the data set. Any difference from I to S or R (or vice versa) counts as 0.5 points, a difference from S to R (or vice versa) counts as 1 point. When the sum of points exceeds `points_threshold`, which defaults to `2`, an isolate will be selected as a first weighted isolate.
#' This method weighs *all* antimicrobial agents available in the data set. Any difference from I to S or R (or vice versa) counts as `0.5` points, a difference from S to R (or vice versa) counts as `1` point. When the sum of points exceeds `points_threshold`, which defaults to `2`, an isolate will be selected as a first weighted isolate.
#'
#' All antimicrobials are internally selected using the [all_antimicrobials()] function. The output of this function does not need to be passed to the [first_isolate()] function.
#'
@@ -131,11 +131,8 @@
#' # `example_isolates` is a data set available in the AMR package.
#' # See ?example_isolates.
#'
#' example_isolates[first_isolate(example_isolates), ]
#' \donttest{
#' # faster way, only works in R 3.2 and later:
#' example_isolates[first_isolate(), ]
#'
#' \donttest{
#' # get all first Gram-negatives
#' example_isolates[which(first_isolate() & mo_is_gram_negative()), ]
#'
@@ -221,7 +218,7 @@ first_isolate <- function(x = NULL,
meet_criteria(col_icu, allow_class = "character", has_length = 1, allow_NULL = TRUE, is_in = colnames(x))
# method
method <- coerce_method(method)
meet_criteria(method, allow_class = "character", has_length = 1, is_in = c("phenotype-based", "episode-based", "patient-based", "isolate-based", "p", "e", "i"))
meet_criteria(method, allow_class = "character", has_length = 1, is_in = c("phenotype-based", "episode-based", "patient-based", "isolate-based"))
# key antimicrobials
if (length(col_keyantimicrobials) > 1) {
meet_criteria(col_keyantimicrobials, allow_class = "character", has_length = nrow(x))
@@ -259,15 +256,14 @@ first_isolate <- function(x = NULL,
method <- "episode-based"
}
if (info == TRUE & message_not_thrown_before("first_isolate.method")) {
message_(paste0("Determining first isolates using the '", font_bold(method), "' method",
message_(paste0("Determining first isolates ",
ifelse(method %in% c("episode-based", "phenotype-based"),
ifelse(is.infinite(episode_days),
" without a specified episode length",
paste(" and an episode length of", episode_days, "days")),
"without a specified episode length",
paste("using an episode length of", episode_days, "days")),
"")),
as_note = FALSE,
add_fn = font_black)
remember_thrown_message("first_isolate.method")
}
# try to find columns based on type
@@ -364,10 +360,9 @@ first_isolate <- function(x = NULL,
}
# remove testcodes
if (!is.null(testcodes_exclude) & info == TRUE & message_not_thrown_before("first_isolate.excludingtestcodes")) {
message_("Excluding test codes: ", toString(paste0("'", testcodes_exclude, "'")),
message_("Excluding test codes: ", vector_and(testcodes_exclude, quotes = TRUE),
add_fn = font_black,
as_note = FALSE)
remember_thrown_message("first_isolate.excludingtestcodes")
}
if (is.null(col_specimen)) {
@@ -381,7 +376,6 @@ first_isolate <- function(x = NULL,
message_("Excluding other than specimen group '", specimen_group, "'",
add_fn = font_black,
as_note = FALSE)
remember_thrown_message("first_isolate.excludingspecimen")
}
}
if (!is.null(col_keyantimicrobials)) {
@@ -460,9 +454,7 @@ first_isolate <- function(x = NULL,
episode_days = episode_days),
use.names = FALSE)
weighted.notice <- ""
if (!is.null(col_keyantimicrobials)) {
weighted.notice <- "weighted "
if (info == TRUE & message_not_thrown_before("first_isolate.type")) {
if (type == "keyantimicrobials") {
message_("Basing inclusion on key antimicrobials, ",
@@ -472,12 +464,11 @@ first_isolate <- function(x = NULL,
as_note = FALSE)
}
if (type == "points") {
message_("Basing inclusion on all antimicrobial results, using a points threshold of "
, points_threshold,
message_("Basing inclusion on all antimicrobial results, using a points threshold of ",
points_threshold,
add_fn = font_black,
as_note = FALSE)
}
remember_thrown_message("first_isolate.type")
}
type_param <- type
@@ -590,16 +581,16 @@ first_isolate <- function(x = NULL,
}
# mark up number of found
n_found <- format(n_found, big.mark = big.mark, decimal.mark = decimal.mark)
if (p_found_total != p_found_scope) {
msg_txt <- paste0("=> Found ",
font_bold(paste0(n_found, " first ", weighted.notice, "isolates")),
" (", method, ", ", p_found_scope, " within scope and ", p_found_total, " of total where a microbial ID was available)")
} else {
msg_txt <- paste0("=> Found ",
font_bold(paste0(n_found, " first ", weighted.notice, "isolates")),
" (", method, ", ", p_found_total, " of total where a microbial ID was available)")
}
message_(msg_txt, add_fn = font_black, as_note = FALSE)
message_(paste0("=> Found ",
font_bold(paste0(n_found,
ifelse(method == "isolate-based", "", paste0(" '", method, "'")),
" first isolates")),
" (",
ifelse(p_found_total != p_found_scope,
paste0(p_found_scope, " within scope and "),
""),
p_found_total, " of total where a microbial ID was available)"),
add_fn = font_black, as_note = FALSE)
}
x$newvar_first_isolate
@@ -626,7 +617,7 @@ filter_first_isolate <- function(x = NULL,
meet_criteria(col_mo, allow_class = "character", has_length = 1, allow_NULL = TRUE, is_in = colnames(x))
meet_criteria(episode_days, allow_class = c("numeric", "integer"), has_length = 1, is_positive = TRUE, is_finite = FALSE)
method <- coerce_method(method)
meet_criteria(method, allow_class = "character", has_length = 1, is_in = c("phenotype-based", "episode-based", "patient-based", "isolate-based", "p", "e", "i"))
meet_criteria(method, allow_class = "character", has_length = 1, is_in = c("phenotype-based", "episode-based", "patient-based", "isolate-based"))
subset(x, first_isolate(x = x,
col_date = col_date,
@@ -644,7 +635,7 @@ coerce_method <- function(method) {
method <- tolower(as.character(method[1L]))
method[method %like% "^(p$|pheno)"] <- "phenotype-based"
method[method %like% "^(e$|episode)"] <- "episode-based"
method[method %like% "^patient"] <- "patient-based"
method[method %like% "^pat"] <- "patient-based"
method[method %like% "^(i$|iso)"] <- "isolate-based"
method
}
+15 -10
View File
@@ -123,8 +123,7 @@
#' mo == as.mo("E. coli")) %>%
#' # age_groups() is also a function in this AMR package:
#' group_by(age_group = age_groups(age)) %>%
#' select(age_group,
#' CIP) %>%
#' select(age_group, CIP) %>%
#' ggplot_rsi(x = "age_group")
#'
#' # a shorter version which also adjusts data label colours:
@@ -135,6 +134,8 @@
#'
#' # it also supports groups (don't forget to use the group var on `x` or `facet`):
#' example_isolates %>%
#' filter(mo_is_gram_negative()) %>%
#' # select only UTI-specific drugs
#' select(hospital_id, AMX, NIT, FOS, TMP, CIP) %>%
#' group_by(hospital_id) %>%
#' ggplot_rsi(x = "hospital_id",
@@ -370,7 +371,6 @@ scale_rsi_colours <- function(...,
aesthetics = "fill") {
stop_ifnot_installed("ggplot2")
meet_criteria(aesthetics, allow_class = "character", is_in = c("alpha", "colour", "color", "fill", "linetype", "shape", "size"))
# behaviour until AMR pkg v1.5.0 and also when coming from ggplot_rsi()
if ("colours" %in% names(list(...))) {
original_cols <- c(S = "#3CAEA3",
@@ -379,22 +379,25 @@ scale_rsi_colours <- function(...,
IR = "#ED553B",
R = "#ED553B")
colours <- replace(original_cols, names(list(...)$colours), list(...)$colours)
return(ggplot2::scale_fill_manual(values = colours))
# limits = force is needed in ggplot2 3.3.4 and 3.3.5, see here;
# https://github.com/tidyverse/ggplot2/issues/4511#issuecomment-866185530
return(ggplot2::scale_fill_manual(values = colours, limits = force))
}
if (identical(unlist(list(...)), FALSE)) {
return(invisible())
}
names_susceptible <- c("S", "SI", "IS", "S+I", "I+S", "susceptible", "Susceptible",
unique(translations_file[which(translations_file$pattern == "Susceptible"),
unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Susceptible"),
"replacement", drop = TRUE]))
names_incr_exposure <- c("I", "intermediate", "increased exposure", "incr. exposure", "Increased exposure", "Incr. exposure",
unique(translations_file[which(translations_file$pattern == "Intermediate"),
names_incr_exposure <- c("I", "intermediate", "increased exposure", "incr. exposure",
"Increased exposure", "Incr. exposure", "Susceptible, incr. exp.",
unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Intermediate"),
"replacement", drop = TRUE]),
unique(translations_file[which(translations_file$pattern == "Incr. exposure"),
unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Susceptible, incr. exp."),
"replacement", drop = TRUE]))
names_resistant <- c("R", "IR", "RI", "R+I", "I+R", "resistant", "Resistant",
unique(translations_file[which(translations_file$pattern == "Resistant"),
unique(TRANSLATIONS[which(TRANSLATIONS$pattern == "Resistant"),
"replacement", drop = TRUE]))
susceptible <- rep("#3CAEA3", length(names_susceptible))
@@ -411,7 +414,9 @@ scale_rsi_colours <- function(...,
dots[dots == "I"] <- "#F6D55C"
dots[dots == "R"] <- "#ED553B"
cols <- replace(original_cols, names(dots), dots)
ggplot2::scale_discrete_manual(aesthetics = aesthetics, values = cols)
# limits = force is needed in ggplot2 3.3.4 and 3.3.5, see here;
# https://github.com/tidyverse/ggplot2/issues/4511#issuecomment-866185530
ggplot2::scale_discrete_manual(aesthetics = aesthetics, values = cols, limits = force)
}
#' @rdname ggplot_rsi
+71 -31
View File
@@ -97,16 +97,39 @@ guess_ab_col <- function(x = NULL, search_string = NULL, verbose = FALSE, only_r
}
get_column_abx <- function(x,
...,
soft_dependencies = NULL,
hard_dependencies = NULL,
verbose = FALSE,
info = TRUE,
only_rsi_columns = FALSE,
sort = TRUE,
...) {
reuse_previous_result = TRUE) {
# check if retrieved before, then get it from package environment
if (identical(unique_call_id(entire_session = FALSE), pkg_env$get_column_abx.call)) {
if (isTRUE(reuse_previous_result) && identical(unique_call_id(entire_session = FALSE), pkg_env$get_column_abx.call)) {
# so within the same call, within the same environment, we got here again.
# but we could've come from another function within the same call, so now only check the columns that changed
# first remove the columns that are not existing anymore
previous <- pkg_env$get_column_abx.out
current <- previous[previous %in% colnames(x)]
# then compare columns in current call with columns in original call
new_cols <- colnames(x)[!colnames(x) %in% pkg_env$get_column_abx.checked_cols]
if (length(new_cols) > 0) {
# these columns did not exist in the last call, so add them
new_cols_rsi <- get_column_abx(x[, new_cols, drop = FALSE], reuse_previous_result = FALSE, info = FALSE, sort = FALSE)
current <- c(current, new_cols_rsi)
# order according to columns in current call
current <- current[match(colnames(x)[colnames(x) %in% current], current)]
}
# update pkg environment to improve speed on next run
pkg_env$get_column_abx.out <- current
pkg_env$get_column_abx.checked_cols <- colnames(x)
# and return right values
return(pkg_env$get_column_abx.out)
}
@@ -123,6 +146,7 @@ get_column_abx <- function(x,
}
x <- as.data.frame(x, stringsAsFactors = FALSE)
x.bak <- x
if (only_rsi_columns == TRUE) {
x <- x[, which(is.rsi(x)), drop = FALSE]
}
@@ -155,7 +179,7 @@ get_column_abx <- function(x,
} else {
return(NA_character_)
}
})
}, USE.NAMES = FALSE)
x_columns <- x_columns[!is.na(x_columns)]
x <- x[, x_columns, drop = FALSE] # without drop = FALSE, x will become a vector when x_columns is length 1
@@ -163,62 +187,77 @@ get_column_abx <- function(x,
abcode = suppressWarnings(as.ab(colnames(x), info = FALSE)),
stringsAsFactors = FALSE)
df_trans <- df_trans[!is.na(df_trans$abcode), , drop = FALSE]
x <- as.character(df_trans$colnames)
names(x) <- df_trans$abcode
out <- as.character(df_trans$colnames)
names(out) <- df_trans$abcode
# add from self-defined dots (...):
# such as get_column_abx(example_isolates %>% rename(thisone = AMX), amox = "thisone")
all_okay <- TRUE
dots <- list(...)
if (length(dots) > 0) {
newnames <- suppressWarnings(as.ab(names(dots), info = FALSE))
if (any(is.na(newnames))) {
warning_("Invalid antibiotic reference(s): ", toString(names(dots)[is.na(newnames)]),
if (info == TRUE) {
message_(" WARNING", add_fn = list(font_yellow, font_bold), as_note = FALSE)
}
warning_("Invalid antibiotic reference(s): ", vector_and(names(dots)[is.na(newnames)], quotes = FALSE),
call = FALSE,
immediate = TRUE)
all_okay <- FALSE
}
unexisting_cols <- which(!vapply(FUN.VALUE = logical(1), dots, function(col) all(col %in% x_columns)))
if (length(unexisting_cols) > 0) {
if (info == TRUE) {
message_(" ERROR", add_fn = list(font_red, font_bold), as_note = FALSE)
}
stop_("Column(s) not found: ", vector_and(unlist(dots[[unexisting_cols]]), quotes = FALSE),
call = FALSE)
all_okay <- FALSE
}
# turn all NULLs to NAs
dots <- unlist(lapply(dots, function(x) if (is.null(x)) NA else x))
dots <- unlist(lapply(dots, function(dot) if (is.null(dot)) NA else dot))
names(dots) <- newnames
dots <- dots[!is.na(names(dots))]
# merge, but overwrite automatically determined ones by 'dots'
x <- c(x[!x %in% dots & !names(x) %in% names(dots)], dots)
out <- c(out[!out %in% dots & !names(out) %in% names(dots)], dots)
# delete NAs, this will make e.g. eucast_rules(... TMP = NULL) work to prevent TMP from being used
x <- x[!is.na(x)]
out <- out[!is.na(out)]
}
if (length(x) == 0) {
if (info == TRUE) {
if (length(out) == 0) {
if (info == TRUE & all_okay == TRUE) {
message_("No columns found.")
}
pkg_env$get_column_abx.call <- unique_call_id(entire_session = FALSE)
pkg_env$get_column_abx.out <- x
return(x)
pkg_env$get_column_abx.checked_cols <- colnames(x.bak)
pkg_env$get_column_abx.out <- out
return(out)
}
# sort on name
if (sort == TRUE) {
x <- x[order(names(x), x)]
out <- out[order(names(out), out)]
}
duplicates <- c(x[duplicated(x)], x[duplicated(names(x))])
duplicates <- c(out[duplicated(out)], out[duplicated(names(out))])
duplicates <- duplicates[unique(names(duplicates))]
x <- c(x[!names(x) %in% names(duplicates)], duplicates)
out <- c(out[!names(out) %in% names(duplicates)], duplicates)
if (sort == TRUE) {
x <- x[order(names(x), x)]
out <- out[order(names(out), out)]
}
# succeeded with auto-guessing
if (info == TRUE) {
if (info == TRUE & all_okay == TRUE) {
message_(" OK.", add_fn = list(font_green, font_bold), as_note = FALSE)
}
for (i in seq_len(length(x))) {
if (info == TRUE & verbose == TRUE & !names(x[i]) %in% names(duplicates)) {
message_("Using column '", font_bold(x[i]), "' as input for ", names(x)[i],
" (", ab_name(names(x)[i], tolower = TRUE, language = NULL), ").")
for (i in seq_len(length(out))) {
if (info == TRUE & verbose == TRUE & !names(out[i]) %in% names(duplicates)) {
message_("Using column '", font_bold(out[i]), "' as input for ", names(out)[i],
" (", ab_name(names(out)[i], tolower = TRUE, language = NULL), ").")
}
if (info == TRUE & names(x[i]) %in% names(duplicates)) {
warning_(paste0("Using column '", font_bold(x[i]), "' as input for ", names(x)[i],
" (", ab_name(names(x)[i], tolower = TRUE, language = NULL),
if (info == TRUE & names(out[i]) %in% names(duplicates)) {
warning_(paste0("Using column '", font_bold(out[i]), "' as input for ", names(out)[i],
" (", ab_name(names(out)[i], tolower = TRUE, language = NULL),
"), although it was matched for multiple antibiotics or columns."),
add_fn = font_red,
call = FALSE,
@@ -228,18 +267,18 @@ get_column_abx <- function(x,
if (!is.null(hard_dependencies)) {
hard_dependencies <- unique(hard_dependencies)
if (!all(hard_dependencies %in% names(x))) {
if (!all(hard_dependencies %in% names(out))) {
# missing a hard dependency will return NA and consequently the data will not be analysed
missing <- hard_dependencies[!hard_dependencies %in% names(x)]
missing <- hard_dependencies[!hard_dependencies %in% names(out)]
generate_warning_abs_missing(missing, any = FALSE)
return(NA)
}
}
if (!is.null(soft_dependencies)) {
soft_dependencies <- unique(soft_dependencies)
if (info == TRUE & !all(soft_dependencies %in% names(x))) {
if (info == TRUE & !all(soft_dependencies %in% names(out))) {
# missing a soft dependency may lower the reliability
missing <- soft_dependencies[!soft_dependencies %in% names(x)]
missing <- soft_dependencies[!soft_dependencies %in% names(out)]
missing_msg <- vector_and(paste0(ab_name(missing, tolower = TRUE, language = NULL),
" (", font_bold(missing, collapse = NULL), ")"),
quotes = FALSE)
@@ -249,8 +288,9 @@ get_column_abx <- function(x,
}
pkg_env$get_column_abx.call <- unique_call_id(entire_session = FALSE)
pkg_env$get_column_abx.out <- x
x
pkg_env$get_column_abx.checked_cols <- colnames(x.bak)
pkg_env$get_column_abx.out <- out
out
}
generate_warning_abs_missing <- function(missing, any = FALSE) {
+3 -3
View File
@@ -44,11 +44,11 @@
#' cat(italicise_taxonomy("An overview of S. aureus isolates", type = "ansi"))
#'
#' # since ggplot2 supports no markdown (yet), use
#' # italicise_taxonomy() and the `ggtext` pkg for titles:
#' # italicise_taxonomy() and the `ggtext` package for titles:
#' \donttest{
#' if (require("ggplot2") && require("ggtext")) {
#' ggplot(example_isolates$AMC,
#' title = italicise_taxonomy("Amoxi/clav in E. coli")) +
#' autoplot(example_isolates$AMC,
#' title = italicise_taxonomy("Amoxi/clav in E. coli")) +
#' theme(plot.title = ggtext::element_markdown())
#' }
#' }
+1 -1
View File
@@ -36,7 +36,7 @@
#' @param ... ignored, only in place to allow future extensions
#' @details **Note:** As opposed to the `join()` functions of `dplyr`, [character] vectors are supported and at default existing columns will get a suffix `"2"` and the newly joined columns will not get a suffix.
#'
#' If the `dplyr` package is installed, their join functions will be used. Otherwise, the much slower [merge()] and [interaction()] functions from base R will be used.
#' If the `dplyr` package is installed, their join functions will be used. Otherwise, the much slower [merge()] and [interaction()] functions from base \R will be used.
#' @inheritSection AMR Read more on Our Website!
#' @return a [data.frame]
#' @export
+2 -3
View File
@@ -140,7 +140,7 @@ key_antimicrobials <- function(x = NULL,
meet_criteria(antifungal, allow_class = "character", allow_NULL = TRUE)
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
# force regular [data.frame], not a tibble or data.table
# force regular data.frame, not a tibble or data.table
x <- as.data.frame(x, stringsAsFactors = FALSE)
cols <- get_column_abx(x, info = FALSE, only_rsi_columns = only_rsi_columns)
@@ -177,7 +177,6 @@ key_antimicrobials <- function(x = NULL,
paste0("Only using ", values_new_length, " out of ", values_old_length, " defined columns ")),
"as key antimicrobials for ", name, "s. See ?key_antimicrobials.",
call = FALSE)
remember_thrown_message(paste0("key_antimicrobials.", name))
}
generate_antimcrobials_string(x[which(filter), c(universal, values), drop = FALSE])
@@ -237,7 +236,7 @@ all_antimicrobials <- function(x = NULL,
meet_criteria(x, allow_class = "data.frame") # also checks dimensions to be >0
meet_criteria(only_rsi_columns, allow_class = "logical", has_length = 1)
# force regular [data.frame], not a tibble or data.table
# force regular data.frame, not a tibble or data.table
x <- as.data.frame(x, stringsAsFactors = FALSE)
cols <- get_column_abx(x, only_rsi_columns = only_rsi_columns, info = FALSE, sort = FALSE)
+4 -9
View File
@@ -187,13 +187,9 @@ mdro <- function(x = NULL,
check_dataset_integrity()
info.bak <- info
if (message_not_thrown_before("mdro")) {
remember_thrown_message("mdro")
} else {
# don't thrown info's more than once per call
info <- FALSE
}
# don't thrown info's more than once per call
info <- message_not_thrown_before("mdro")
if (interactive() & verbose == TRUE & info == TRUE) {
txt <- paste0("WARNING: In Verbose mode, the mdro() 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.",
"\n\nThis may overwrite your existing data if you use e.g.:",
@@ -252,7 +248,7 @@ mdro <- function(x = NULL,
if (info == TRUE) {
txt <- paste0("Determining MDROs based on custom rules",
ifelse(isTRUE(attributes(guideline)$as_factor),
paste0(", resulting in [factor] levels: ", paste0(attributes(guideline)$values, collapse = " < ")),
paste0(", resulting in factor levels: ", paste0(attributes(guideline)$values, collapse = " < ")),
""),
".")
txt <- word_wrap(txt)
@@ -1416,7 +1412,6 @@ mdro <- function(x = NULL,
if (message_not_thrown_before("mdro.availability")) {
warning_("NA introduced for isolates where the available percentage of antimicrobial classes was below ",
percentage(pct_required_classes), " (set with `pct_required_classes`)", call = FALSE)
remember_thrown_message("mdro.availability")
}
# set these -1s to NA
x[which(x$MDRO == -1), "MDRO"] <- NA_integer_
+10 -1
View File
@@ -320,6 +320,15 @@ unique.mic <- function(x, incomparables = FALSE, ...) {
y
}
#' @method rep mic
#' @export
#' @noRd
rep.mic <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(x)
y
}
#' @method sort mic
#' @export
#' @noRd
@@ -337,7 +346,7 @@ sort.mic <- function(x, decreasing = FALSE, ...) {
#' @export
#' @noRd
hist.mic <- function(x, ...) {
warning_("Use `plot()` or `ggplot()` for optimal plotting of MIC values", call = FALSE)
warning_("Use `plot()` or ggplot2's `autoplot()` for optimal plotting of MIC values", call = FALSE)
hist(log2(x))
}
+93 -75
View File
@@ -23,9 +23,9 @@
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
# ==================================================================== #
#' Transform Input to a Microorganism ID
#' Transform Input to a Microorganism Code
#'
#' Use this function to determine a valid microorganism ID ([`mo`]). Determination is done using intelligent rules and the complete taxonomic kingdoms Bacteria, Chromista, Protozoa, Archaea and most microbial species from the kingdom Fungi (see *Source*). The input can be almost anything: a full name (like `"Staphylococcus aureus"`), an abbreviated name (such as `"S. aureus"`), an abbreviation known in the field (such as `"MRSA"`), or just a genus. See *Examples*.
#' Use this function to determine a valid microorganism code ([`mo`]). Determination is done using intelligent rules and the complete taxonomic kingdoms Bacteria, Chromista, Protozoa, Archaea and most microbial species from the kingdom Fungi (see *Source*). The input can be almost anything: a full name (like `"Staphylococcus aureus"`), an abbreviated name (such as `"S. aureus"`), an abbreviation known in the field (such as `"MRSA"`), or just a genus. See *Examples*.
#' @inheritSection lifecycle Stable Lifecycle
#' @param x a [character] vector or a [data.frame] with one or two columns
#' @param Becker a [logical] to indicate whether staphylococci should be categorised into coagulase-negative staphylococci ("CoNS") and coagulase-positive staphylococci ("CoPS") instead of their own species, according to Karsten Becker *et al.* (1,2,3).
@@ -46,7 +46,7 @@
#' @details
#' ## General Info
#'
#' A microorganism ID from this package (class: [`mo`]) is human readable and typically looks like these examples:
#' A microorganism (MO) code from this package (class: [`mo`]) is human readable and typically looks like these examples:
#' ```
#' Code Full name
#' --------------- --------------------------------------
@@ -469,7 +469,7 @@ exec_as.mo <- function(x,
x <- strip_whitespace(x, dyslexia_mode)
# translate 'unknown' names back to English
if (any(x %like% "unbekannt|onbekend|desconocid|sconosciut|iconnu|desconhecid", na.rm = TRUE)) {
trns <- subset(translations_file, pattern %like% "unknown" | affect_mo_name == TRUE)
trns <- subset(TRANSLATIONS, pattern %like% "unknown")
langs <- LANGUAGES_SUPPORTED[LANGUAGES_SUPPORTED != "en"]
for (l in langs) {
for (i in seq_len(nrow(trns))) {
@@ -492,7 +492,7 @@ exec_as.mo <- function(x,
x_backup[x %like_case% "^(fungus|fungi)$"] <- "(unknown fungus)" # will otherwise become the kingdom
x_backup[x_backup_untouched == "Fungi"] <- "Fungi" # is literally the kingdom
# Fill in fullnames and MO codes at once
# Fill in fullnames and MO codes directly
known_names <- tolower(x_backup) %in% MO_lookup$fullname_lower
x[known_names] <- MO_lookup[match(tolower(x_backup)[known_names], MO_lookup$fullname_lower), property, drop = TRUE]
known_codes <- toupper(x_backup) %in% MO_lookup$mo
@@ -1551,16 +1551,7 @@ exec_as.mo <- function(x,
& !identical(x_input, "")
& !identical(x_input, "xxx")])
# left join the found results to the original input values (x_input)
df_found <- data.frame(input = as.character(x_input_unique_nonempty),
found = as.character(x),
stringsAsFactors = FALSE)
df_input <- data.frame(input = as.character(x_input),
stringsAsFactors = FALSE)
# super fast using match() which is a lot faster than merge()
x <- df_found$found[match(df_input$input, df_found$input)]
x <- x[match(x_input, x_input_unique_nonempty)]
if (property == "mo") {
x <- set_clean_class(x, new_class = c("mo", "character"))
}
@@ -1664,16 +1655,23 @@ pillar_shaft.mo <- function(x, ...) {
out[is.na(x)] <- font_na(" NA")
out[x == "UNKNOWN"] <- font_na(" UNKNOWN")
if (!all(x[!is.na(x)] %in% MO_lookup$mo)) {
df <- tryCatch(get_current_data(arg_name = "x", call = 0),
error = function(e) NULL)
if (!is.null(df)) {
mo_cols <- vapply(FUN.VALUE = logical(1), df, is.mo)
} else {
mo_cols <- NULL
}
if (!all(x[!is.na(x)] %in% MO_lookup$mo) |
(!is.null(df) && !all(unlist(df[, which(mo_cols), drop = FALSE]) %in% MO_lookup$mo))) {
# markup old mo codes
out[!x %in% MO_lookup$mo] <- font_italic(font_na(x[!x %in% MO_lookup$mo],
collapse = NULL),
collapse = NULL)
# throw a warning with the affected column name
mo <- tryCatch(search_type_in_df(get_current_data(arg_name = "x", call = 0), type = "mo", info = FALSE),
error = function(e) NULL)
if (!is.null(mo)) {
col <- paste0("Column '", mo, "'")
# throw a warning with the affected column name(s)
if (!is.null(mo_cols)) {
col <- paste0("Column ", vector_or(colnames(df)[mo_cols], quotes = TRUE, sort = FALSE))
} else {
col <- "The data"
}
@@ -1681,7 +1679,7 @@ pillar_shaft.mo <- function(x, ...) {
"Please update your MO codes with `as.mo()`.",
call = FALSE)
}
# make it always fit exactly
max_char <- max(nchar(x))
if (is.na(max_char)) {
@@ -1817,8 +1815,7 @@ as.data.frame.mo <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(i)
# must only contain valid MOs
return_after_integrity_check(y, "microorganism code", c(as.character(microorganisms$mo),
as.character(microorganisms.translation$mo_old)))
return_after_integrity_check(y, "microorganism code", as.character(microorganisms$mo))
}
#' @method [[<- mo
#' @export
@@ -1827,8 +1824,7 @@ as.data.frame.mo <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(i)
# must only contain valid MOs
return_after_integrity_check(y, "microorganism code", c(as.character(microorganisms$mo),
as.character(microorganisms.translation$mo_old)))
return_after_integrity_check(y, "microorganism code", as.character(microorganisms$mo))
}
#' @method c mo
#' @export
@@ -1837,8 +1833,7 @@ c.mo <- function(...) {
x <- list(...)[[1L]]
y <- NextMethod()
attributes(y) <- attributes(x)
return_after_integrity_check(y, "microorganism code", c(as.character(microorganisms$mo),
as.character(microorganisms.translation$mo_old)))
return_after_integrity_check(y, "microorganism code", as.character(microorganisms$mo))
}
#' @method unique mo
@@ -1883,36 +1878,30 @@ print.mo_uncertainties <- function(x, ...) {
if (NROW(x) == 0) {
return(NULL)
}
message_("Matching scores are based on human pathogenic prevalence and the resemblance between the input and the full taxonomic name. See `?mo_matching_score`.", as_note = FALSE)
msg <- ""
cat(word_wrap("Matching scores", ifelse(has_colour(), " (in blue)", ""), " are based on human pathogenic prevalence and the resemblance between the input and the full taxonomic name. See `?mo_matching_score`.\n\n", add_fn = font_blue))
txt <- ""
for (i in seq_len(nrow(x))) {
if (x[i, ]$candidates != "") {
candidates <- unlist(strsplit(x[i, ]$candidates, ", ", fixed = TRUE))
scores <- mo_matching_score(x = x[i, ]$input, n = candidates)
# sort on descending scores
candidates <- candidates[order(1 - scores)]
scores_formatted <- trimws(formatC(round(scores, 3), format = "f", digits = 3))
n_candidates <- length(candidates)
candidates <- vector_and(paste0(candidates, " (", scores_formatted[order(1 - scores)], ")"),
quotes = FALSE,
sort = FALSE)
# align with input after arrow
candidates <- paste0("\n",
strwrap(paste0("Also matched",
ifelse(n_candidates >= 25, " (max 25)", ""), ": ",
candidates), # this is already max 25 due to format_uncertainty_as_df()
indent = nchar(x[i, ]$input) + 6,
exdent = nchar(x[i, ]$input) + 6,
width = 0.98 * getOption("width")),
collapse = "")
# after strwrap, make taxonomic names italic
candidates <- gsub("([A-Za-z]+)", font_italic("\\1"), candidates, perl = TRUE)
candidates <- gsub(font_italic("and"), "and", candidates, fixed = TRUE)
candidates <- gsub(paste(font_italic(c("Also", "matched"), collapse = NULL), collapse = " "),
"Also matched",
candidates, fixed = TRUE)
candidates <- gsub(font_italic("max"), "max", candidates, fixed = TRUE)
candidates_formatted <- font_italic(candidates, collapse = NULL)
scores_formatted <- trimws(formatC(round(scores, 3), format = "f", digits = 3))
# sort on descending scores
candidates_formatted <- candidates_formatted[order(1 - scores)]
scores_formatted <- scores_formatted[order(1 - scores)]
candidates <- word_wrap(paste0("Also matched: ",
vector_and(paste0(candidates_formatted,
font_blue(paste0(" (", scores_formatted, ")"), collapse = NULL)),
quotes = FALSE, sort = FALSE),
ifelse(n_candidates > 25,
paste0(" [showing first 25 of ", n_candidates, "]"),
"")),
extra_indent = nchar("Also matched: "))
} else {
candidates <- ""
}
@@ -1920,23 +1909,24 @@ print.mo_uncertainties <- function(x, ...) {
n = x[i, ]$fullname),
3),
format = "f", digits = 3))
msg <- paste(msg,
txt <- paste(txt,
paste0(
strwrap(
paste0('"', x[i, ]$input, '" -> ',
paste0(font_red('"', x[i, ]$input, '"', collapse = ""),
" -> ",
paste0(font_bold(font_italic(x[i, ]$fullname)),
ifelse(!is.na(x[i, ]$renamed_to), paste(", renamed to", font_italic(x[i, ]$renamed_to)), ""),
" (", x[i, ]$mo,
", matching score = ", score,
", ", font_blue(score),
") ")),
width = 0.98 * getOption("width"),
exdent = nchar(x[i, ]$input) + 6),
collapse = "\n"),
candidates,
sep = "\n")
msg <- paste0(gsub("\n\n", "\n", msg), "\n\n")
txt <- paste0(gsub("\n\n", "\n", txt), "\n\n")
}
cat(msg)
cat(txt)
}
#' @rdname as.mo
@@ -2042,35 +2032,63 @@ parse_and_convert <- function(x) {
x <- as.data.frame(x, stringsAsFactors = FALSE)[[1]]
}
}
x[is.null(x)] <- NA
parsed <- iconv(x, to = "UTF-8")
parsed <- iconv(as.character(x), to = "UTF-8")
parsed[is.na(parsed) & !is.na(x)] <- iconv(x[is.na(parsed) & !is.na(x)], from = "Latin1", to = "ASCII//TRANSLIT")
parsed <- gsub('"', "", parsed, fixed = TRUE)
parsed <- gsub(" +", " ", parsed, perl = TRUE)
parsed <- trimws(parsed)
parsed
}, error = function(e) stop(e$message, call. = FALSE)) # this will also be thrown when running `as.mo(no_existing_object)`
parsed
}
replace_old_mo_codes <- function(x, property) {
if (any(toupper(x) %in% microorganisms.translation$mo_old, na.rm = TRUE)) {
ind <- x %like_case% "^[A-Z]_[A-Z_]+$" & !x %in% MO_lookup$mo
if (any(ind)) {
# get the ones that match
matched <- match(toupper(x), microorganisms.translation$mo_old)
# and their new codes
mo_new <- microorganisms.translation$mo_new[matched]
affected <- x[ind]
affected_unique <- unique(affected)
all_direct_matches <- TRUE
# find their new codes, once per code
solved_unique <- unlist(lapply(strsplit(affected_unique, ""),
function(m) {
kingdom <- paste0("^", m[1])
name <- m[3:length(m)]
name[name == "_"] <- " "
name <- tolower(paste0(name, ".*", collapse = ""))
name <- gsub(" .*", " ", name, fixed = TRUE)
name <- paste0("^", name)
results <- MO_lookup$mo[MO_lookup$kingdom %like_case% kingdom &
MO_lookup$fullname_lower %like_case% name]
if (length(results) > 1) {
all_direct_matches <<- FALSE
}
results[1L]
}), use.names = FALSE)
solved <- solved_unique[match(affected, affected_unique)]
# assign on places where a match was found
x[which(!is.na(matched))] <- mo_new[which(!is.na(matched))]
n_matched <- length(matched[!is.na(matched)])
if (property != "mo") {
message_(font_blue(paste0("The input contained ", n_matched,
" old MO code", ifelse(n_matched == 1, "", "s"),
" (from a previous AMR package version). Please update your MO codes with `as.mo()`.")))
x[ind] <- solved
n_matched <- length(affected[!is.na(affected)])
n_unique <- length(affected_unique[!is.na(affected_unique)])
if (n_unique < n_matched) {
n_unique <- paste0(n_unique, " unique, ")
} else {
message_(font_blue(paste0(n_matched, " old MO code", ifelse(n_matched == 1, "", "s"),
" (from a previous AMR package version) ",
ifelse(n_matched == 1, "was", "were"),
" updated to ", ifelse(n_matched == 1, "a ", ""),
"currently used MO code", ifelse(n_matched == 1, "", "s"), ".")))
n_unique <- ""
}
if (property != "mo") {
warning_(paste0("The input contained ", n_matched,
" old MO code", ifelse(n_matched == 1, "", "s"),
" (", n_unique, "from a previous AMR package version). ",
"Please update your MO codes with `as.mo()` to increase speed."),
call = FALSE)
} else {
warning_(paste0(n_matched, " old MO code", ifelse(n_matched == 1, "", "s"),
" (", n_unique, "from a previous AMR package version) ",
ifelse(n_matched == 1, "was", "were"),
ifelse(all_direct_matches, " updated ", font_bold(" guessed ")),
"to ", ifelse(n_matched == 1, "a ", ""),
"currently used MO code", ifelse(n_matched == 1, "", "s"), "."),
call = FALSE)
}
}
x
+2
View File
@@ -46,6 +46,8 @@
#'
#' The grouping into human pathogenic prevalence (\eqn{p}) is based on experience from several microbiological laboratories in the Netherlands in conjunction with international reports on pathogen prevalence. **Group 1** (most prevalent microorganisms) consists of all microorganisms where the taxonomic class is Gammaproteobacteria or where the taxonomic genus is *Enterococcus*, *Staphylococcus* or *Streptococcus*. This group consequently contains all common Gram-negative bacteria, such as *Pseudomonas* and *Legionella* and all species within the order Enterobacterales. **Group 2** consists of all microorganisms where the taxonomic phylum is Proteobacteria, Firmicutes, Actinobacteria or Sarcomastigophora, or where the taxonomic genus is *Absidia*, *Acremonium*, *Actinotignum*, *Alternaria*, *Anaerosalibacter*, *Apophysomyces*, *Arachnia*, *Aspergillus*, *Aureobacterium*, *Aureobasidium*, *Bacteroides*, *Basidiobolus*, *Beauveria*, *Blastocystis*, *Branhamella*, *Calymmatobacterium*, *Candida*, *Capnocytophaga*, *Catabacter*, *Chaetomium*, *Chryseobacterium*, *Chryseomonas*, *Chrysonilia*, *Cladophialophora*, *Cladosporium*, *Conidiobolus*, *Cryptococcus*, *Curvularia*, *Exophiala*, *Exserohilum*, *Flavobacterium*, *Fonsecaea*, *Fusarium*, *Fusobacterium*, *Hendersonula*, *Hypomyces*, *Koserella*, *Lelliottia*, *Leptosphaeria*, *Leptotrichia*, *Malassezia*, *Malbranchea*, *Mortierella*, *Mucor*, *Mycocentrospora*, *Mycoplasma*, *Nectria*, *Ochroconis*, *Oidiodendron*, *Phoma*, *Piedraia*, *Pithomyces*, *Pityrosporum*, *Prevotella*, *Pseudallescheria*, *Rhizomucor*, *Rhizopus*, *Rhodotorula*, *Scolecobasidium*, *Scopulariopsis*, *Scytalidium*, *Sporobolomyces*, *Stachybotrys*, *Stomatococcus*, *Treponema*, *Trichoderma*, *Trichophyton*, *Trichosporon*, *Tritirachium* or *Ureaplasma*. **Group 3** consists of all other microorganisms.
#'
#' All characters in \eqn{x} and \eqn{n} are ignored that are other than A-Z, a-z, 0-9, spaces and parentheses.
#'
#' All matches are sorted descending on their matching score and for all user input values, the top match will be returned. This will lead to the effect that e.g., `"E. coli"` will return the microbial ID of *Escherichia coli* (\eqn{m = `r round(mo_matching_score("E. coli", "Escherichia coli"), 3)`}, a highly prevalent microorganism found in humans) and not *Entamoeba coli* (\eqn{m = `r round(mo_matching_score("E. coli", "Entamoeba coli"), 3)`}, a less prevalent microorganism in humans), although the latter would alphabetically come first.
#' @export
#' @inheritSection AMR Reference Data Publicly Available
+27 -33
View File
@@ -42,7 +42,7 @@
#'
#' Since the top-level of the taxonomy is sometimes referred to as 'kingdom' and sometimes as 'domain', the functions [mo_kingdom()] and [mo_domain()] return the exact same results.
#'
#' The Gram stain - [mo_gramstain()] - will be determined based on the taxonomic kingdom and phylum. According to Cavalier-Smith (2002, [PMID 11837318](https://pubmed.ncbi.nlm.nih.gov/11837318)), who defined subkingdoms Negibacteria and Posibacteria, only these phyla are Posibacteria: Actinobacteria, Chloroflexi, Firmicutes and Tenericutes. These bacteria are considered Gram-positive - all other bacteria are considered Gram-negative. Species outside the kingdom of Bacteria will return a value `NA`. Functions [mo_is_gram_negative()] and [mo_is_gram_positive()] always return `TRUE` or `FALSE` (except when the input is `NA` or the MO code is `UNKNOWN`), thus always return `FALSE` for species outside the taxonomic kingdom of Bacteria.
#' The Gram stain - [mo_gramstain()] - will be determined based on the taxonomic kingdom and phylum. According to Cavalier-Smith (2002, [PMID 11837318](https://pubmed.ncbi.nlm.nih.gov/11837318)), who defined subkingdoms Negibacteria and Posibacteria, only these phyla are Posibacteria: Actinobacteria, Chloroflexi, Firmicutes and Tenericutes. These bacteria are considered Gram-positive, except for members of the class Negativicutes which are Gram-negative. Members of other bacterial phyla are all considered Gram-negative. Species outside the kingdom of Bacteria will return a value `NA`. Functions [mo_is_gram_negative()] and [mo_is_gram_positive()] always return `TRUE` or `FALSE` (except when the input is `NA` or the MO code is `UNKNOWN`), thus always return `FALSE` for species outside the taxonomic kingdom of Bacteria.
#'
#' Determination of yeasts - [mo_is_yeast()] - will be based on the taxonomic kingdom and class. *Budding yeasts* are fungi of the phylum Ascomycetes, class Saccharomycetes (also called Hemiascomycetes). *True yeasts* are aggregated into the underlying order Saccharomycetales. Thus, for all microorganisms that are fungi and member of the taxonomic class Saccharomycetes, the function will return `TRUE`. It returns `FALSE` otherwise (except when the input is `NA` or the MO code is `UNKNOWN`).
#'
@@ -52,7 +52,7 @@
#'
#' The function [mo_url()] will return the direct URL to the online database entry, which also shows the scientific reference of the concerned species.
#'
#' SNOMED codes - [mo_snomed()] - are from the `r SNOMED_VERSION$current_source`. See the [microorganisms] data set for more info.
#' SNOMED codes - [mo_snomed()] - are from the `r SNOMED_VERSION$current_source`. See *Source* and the [microorganisms] data set for more info.
#' @inheritSection mo_matching_score Matching Score for Microorganisms
#' @inheritSection catalogue_of_life Catalogue of Life
#' @inheritSection as.mo Source
@@ -65,7 +65,7 @@
#' - A [numeric] in case of [mo_snomed()]
#' - A [character] in all other cases
#' @export
#' @seealso [microorganisms]
#' @seealso Data set [microorganisms]
#' @inheritSection AMR Reference Data Publicly Available
#' @inheritSection AMR Read more on Our Website!
#' @examples
@@ -225,6 +225,8 @@ mo_shortname <- function(x, language = get_locale(), ...) {
translate_AMR(shortnames, language = language, only_unknown = FALSE, only_affect_mo_names = TRUE)
}
#' @rdname mo_property
#' @export
mo_subspecies <- function(x, language = get_locale(), ...) {
@@ -362,25 +364,18 @@ mo_gramstain <- function(x, language = get_locale(), ...) {
x.mo <- as.mo(x, language = language, ...)
metadata <- get_mo_failures_uncertainties_renamed()
x.phylum <- mo_phylum(x.mo)
# DETERMINE GRAM STAIN FOR BACTERIA
# Source: https://itis.gov/servlet/SingleRpt/SingleRpt?search_topic=TSN&search_value=956097
# It says this:
# Kingdom Bacteria (Cavalier-Smith, 2002)
# Subkingdom Posibacteria (Cavalier-Smith, 2002)
# Direct Children:
# Phylum Actinobacteria (Cavalier-Smith, 2002)
# Phylum Chloroflexi (Garrity and Holt, 2002)
# Phylum Firmicutes (corrig. Gibbons and Murray, 1978)
# Phylum Tenericutes (Murray, 1984)
x <- NA_character_
x <- rep(NA_character_, length(x))
# make all bacteria Gram negative
x[mo_kingdom(x.mo) == "Bacteria"] <- "Gram-negative"
# overwrite these phyla with Gram positive
x[x.phylum %in% c("Actinobacteria",
"Chloroflexi",
"Firmicutes",
"Tenericutes")
# overwrite these 4 phyla with Gram-positives
# Source: https://itis.gov/servlet/SingleRpt/SingleRpt?search_topic=TSN&search_value=956097 (Cavalier-Smith, 2002)
x[(mo_phylum(x.mo) %in% c("Actinobacteria",
"Chloroflexi",
"Firmicutes",
"Tenericutes") &
# but class Negativicutes (of phylum Firmicutes) are Gram-negative!
mo_class(x.mo) != "Negativicutes")
# and of course our own ID for Gram-positives
| x.mo == "B_GRAMP"] <- "Gram-positive"
load_mo_failures_uncertainties_renamed(metadata)
@@ -475,11 +470,10 @@ mo_is_intrinsic_resistant <- function(x, ab, language = get_locale(), ...) {
}
# show used version number once per session (pkg_env will reload every session)
if (message_not_thrown_before("intrinsic_resistant_version", entire_session = TRUE)) {
if (message_not_thrown_before("intrinsic_resistant_version.mo", entire_session = TRUE)) {
message_("Determining intrinsic resistance based on ",
format_eucast_version_nr(3.2, markdown = FALSE), ". ",
font_red("This note will be shown once per session."))
remember_thrown_message("intrinsic_resistant_version", entire_session = TRUE)
}
# runs against internal vector: INTRINSIC_R (see zzz.R)
@@ -723,16 +717,17 @@ mo_validate <- function(x, property, language, ...) {
if (tryCatch(all(x[!is.na(x)] %in% MO_lookup$mo) & !has_Becker_or_Lancefield, error = function(e) FALSE)) {
# special case for mo_* functions where class is already <mo>
return(MO_lookup[match(x, MO_lookup$mo), property, drop = TRUE])
}
# try to catch an error when inputting an invalid argument
# so the 'call.' can be set to FALSE
tryCatch(x[1L] %in% MO_lookup[1, property, drop = TRUE],
error = function(e) stop(e$message, call. = FALSE))
x <- MO_lookup[match(x, MO_lookup$mo), property, drop = TRUE]
if (!all(x[!is.na(x)] %in% MO_lookup[, property, drop = TRUE]) | has_Becker_or_Lancefield) {
x <- exec_as.mo(x, property = property, language = language, ...)
} else {
# try to catch an error when inputting an invalid argument
# so the 'call.' can be set to FALSE
tryCatch(x[1L] %in% MO_lookup[1, property, drop = TRUE],
error = function(e) stop(e$message, call. = FALSE))
if (!all(x[!is.na(x)] %in% MO_lookup[, property, drop = TRUE]) | has_Becker_or_Lancefield) {
x <- exec_as.mo(x, property = property, language = language, ...)
}
}
if (property == "mo") {
@@ -754,8 +749,7 @@ find_mo_col <- function(fn) {
}, silent = TRUE)
if (!is.null(df) && !is.null(mo) && is.data.frame(df)) {
if (message_not_thrown_before(fn = fn)) {
message_("Using column '", font_bold(mo), "' as input for ", fn, "()")
remember_thrown_message(fn = fn)
message_("Using column '", font_bold(mo), "' as input for `", fn, "()`")
}
return(df[, mo, drop = TRUE])
} else {
+2 -2
View File
@@ -275,9 +275,9 @@ check_validity_mo_source <- function(x, refer_to_name = "`reference_df`", stop_o
return(FALSE)
}
}
if (!all(x$mo %in% c("", microorganisms$mo, microorganisms.translation$mo_old), na.rm = TRUE)) {
if (!all(x$mo %in% c("", microorganisms$mo), na.rm = TRUE)) {
if (stop_on_error == TRUE) {
invalid <- x[which(!x$mo %in% c("", microorganisms$mo, microorganisms.translation$mo_old)), , drop = FALSE]
invalid <- x[which(!x$mo %in% c("", microorganisms$mo)), , drop = FALSE]
if (nrow(invalid) > 1) {
plural <- "s"
} else {
+74 -84
View File
@@ -25,16 +25,15 @@
#' Plotting for Classes `rsi`, `mic` and `disk`
#'
#' Functions to plot classes `rsi`, `mic` and `disk`, with support for base R and `ggplot2`.
#' @inheritSection lifecycle Stable Lifecycle
#' Functions to plot classes `rsi`, `mic` and `disk`, with support for base \R and `ggplot2`.
#' @inheritSection lifecycle Maturing Lifecycle
#' @inheritSection AMR Read more on Our Website!
#' @param x,data MIC values created with [as.mic()] or disk diffusion values created with [as.disk()]
#' @param mapping aesthetic mappings to use for [`ggplot()`][ggplot2::ggplot()]
#' @param main,title title of the plot
#' @param xlab,ylab axis title
#' @param x,object values created with [as.mic()], [as.disk()] or [as.rsi()]
#' @param mo any (vector of) text that can be coerced to a valid microorganism code with [as.mo()]
#' @param ab any (vector of) text that can be coerced to a valid antimicrobial code with [as.ab()]
#' @param guideline interpretation guideline to use, defaults to the latest included EUCAST guideline, see *Details*
#' @param main,title title of the plot
#' @param xlab,ylab axis title
#' @param colours_RSI colours to use for filling in the bars, must be a vector of three values (in the order R, S and I). The default colours are colour-blind friendly.
#' @param language language to be used to translate 'Susceptible', 'Increased exposure'/'Intermediate' and 'Resistant', defaults to system language (see [get_locale()]) and can be overwritten by setting the option `AMR_locale`, e.g. `options(AMR_locale = "de")`, see [translate]. Use `language = NULL` or `language = ""` to prevent translation.
#' @param expand a [logical] to indicate whether the range on the x axis should be expanded between the lowest and highest value. For MIC values, intermediate values will be factors of 2 starting from the highest MIC value. For disk diameters, the whole diameter range will be filled.
@@ -46,7 +45,7 @@
#' Simply using `"CLSI"` or `"EUCAST"` as input will automatically select the latest version of that guideline.
#' @name plot
#' @rdname plot
#' @return The `ggplot` functions return a [`ggplot`][ggplot2::ggplot()] model that is extendible with any `ggplot2` function.
#' @return The `autoplot()` functions return a [`ggplot`][ggplot2::ggplot()] model that is extendible with any `ggplot2` function.
#' @param ... arguments passed on to [as.rsi()]
#' @examples
#' some_mic_values <- random_mic(size = 100)
@@ -63,9 +62,9 @@
#'
#' \donttest{
#' if (require("ggplot2")) {
#' ggplot(some_mic_values)
#' ggplot(some_disk_values, mo = "Escherichia coli", ab = "cipro")
#' ggplot(some_rsi_values)
#' autoplot(some_mic_values)
#' autoplot(some_disk_values, mo = "Escherichia coli", ab = "cipro")
#' autoplot(some_rsi_values)
#' }
#' }
NULL
@@ -75,22 +74,22 @@ NULL
#' @export
#' @rdname plot
plot.mic <- function(x,
main = paste("MIC values of", deparse(substitute(x))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
mo = NULL,
ab = NULL,
guideline = "EUCAST",
main = paste("MIC values of", deparse(substitute(x))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
...) {
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(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(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_RSI, allow_class = "character", has_length = c(1, 3))
meet_criteria(language, has_length = 1, is_in = c(LANGUAGES_SUPPORTED, ""), allow_NULL = TRUE, allow_NA = TRUE)
meet_criteria(expand, allow_class = "logical", has_length = 1)
@@ -161,12 +160,12 @@ plot.mic <- function(x,
#' @export
#' @noRd
barplot.mic <- function(height,
main = paste("MIC values of", deparse(substitute(height))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
mo = NULL,
ab = NULL,
guideline = "EUCAST",
main = paste("MIC values of", deparse(substitute(height))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
@@ -202,28 +201,27 @@ barplot.mic <- function(height,
...)
}
#' @method ggplot mic
#' @method autoplot mic
#' @rdname plot
# will be exported using s3_register() in R/zzz.R
ggplot.mic <- function(data,
mapping = NULL,
title = paste("MIC values of", deparse(substitute(data))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
mo = NULL,
ab = NULL,
guideline = "EUCAST",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
...) {
autoplot.mic <- function(object,
mo = NULL,
ab = NULL,
guideline = "EUCAST",
title = paste("MIC values of", deparse(substitute(object))),
ylab = "Frequency",
xlab = "Minimum Inhibitory Concentration (mg/L)",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
...) {
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(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(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_RSI, allow_class = "character", has_length = c(1, 3))
meet_criteria(language, has_length = 1, is_in = c(LANGUAGES_SUPPORTED, ""), allow_NULL = TRUE, allow_NA = TRUE)
meet_criteria(expand, allow_class = "logical", has_length = 1)
@@ -243,7 +241,7 @@ ggplot.mic <- function(data,
title <- gsub(" +", " ", paste0(title, collapse = " "))
}
x <- plot_prepare_table(data, expand = expand)
x <- plot_prepare_table(object, expand = expand)
cols_sub <- plot_colours_subtitle_guideline(x = x,
mo = mo,
ab = ab,
@@ -262,22 +260,20 @@ ggplot.mic <- function(data,
levels = translate_AMR(c("Susceptible", plot_name_of_I(cols_sub$guideline), "Resistant"),
language = language),
ordered = TRUE)
if (!is.null(mapping)) {
p <- ggplot2::ggplot(df, mapping = mapping)
} else {
p <- ggplot2::ggplot(df)
}
p <- ggplot2::ggplot(df)
if (any(colours_RSI %in% cols_sub$cols)) {
vals <- c("Resistant" = colours_RSI[1],
"Susceptible" = colours_RSI[2],
"Incr. exposure" = colours_RSI[3],
"Susceptible, incr. exp." = colours_RSI[3],
"Intermediate" = colours_RSI[3])
names(vals) <- translate_AMR(names(vals), language = language)
p <- p +
ggplot2::geom_col(ggplot2::aes(x = mic, y = count, fill = cols)) +
# limits = force is needed because of a ggplot2 >= 3.3.4 bug (#4511)
ggplot2::scale_fill_manual(values = vals,
name = NULL)
name = NULL,
limits = force)
} else {
p <- p +
ggplot2::geom_col(ggplot2::aes(x = mic, y = count))
@@ -287,6 +283,7 @@ ggplot.mic <- function(data,
ggplot2::labs(title = title, x = xlab, y = ylab, subtitle = cols_sub$sub)
}
#' @method plot disk
#' @export
#' @importFrom graphics barplot axis mtext legend
@@ -420,21 +417,20 @@ barplot.disk <- function(height,
...)
}
#' @method ggplot disk
#' @method autoplot disk
#' @rdname plot
# will be exported using s3_register() in R/zzz.R
ggplot.disk <- function(data,
mapping = NULL,
title = paste("Disk zones of", deparse(substitute(data))),
ylab = "Frequency",
xlab = "Disk diffusion diameter (mm)",
mo = NULL,
ab = NULL,
guideline = "EUCAST",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
...) {
autoplot.disk <- function(object,
mo = NULL,
ab = NULL,
title = paste("Disk zones of", deparse(substitute(object))),
ylab = "Frequency",
xlab = "Disk diffusion diameter (mm)",
guideline = "EUCAST",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
expand = TRUE,
...) {
stop_ifnot_installed("ggplot2")
meet_criteria(title, allow_class = "character", allow_NULL = TRUE)
meet_criteria(ylab, allow_class = "character", has_length = 1)
@@ -461,7 +457,7 @@ ggplot.disk <- function(data,
title <- gsub(" +", " ", paste0(title, collapse = " "))
}
x <- plot_prepare_table(data, expand = expand)
x <- plot_prepare_table(object, expand = expand)
cols_sub <- plot_colours_subtitle_guideline(x = x,
mo = mo,
ab = ab,
@@ -481,22 +477,20 @@ ggplot.disk <- function(data,
levels = translate_AMR(c("Susceptible", plot_name_of_I(cols_sub$guideline), "Resistant"),
language = language),
ordered = TRUE)
if (!is.null(mapping)) {
p <- ggplot2::ggplot(df, mapping = mapping)
} else {
p <- ggplot2::ggplot(df)
}
p <- ggplot2::ggplot(df)
if (any(colours_RSI %in% cols_sub$cols)) {
vals <- c("Resistant" = colours_RSI[1],
"Susceptible" = colours_RSI[2],
"Incr. exposure" = colours_RSI[3],
"Susceptible, incr. exp." = colours_RSI[3],
"Intermediate" = colours_RSI[3])
names(vals) <- translate_AMR(names(vals), language = language)
p <- p +
ggplot2::geom_col(ggplot2::aes(x = disk, y = count, fill = cols)) +
# limits = force is needed because of a ggplot2 >= 3.3.4 bug (#4511)
ggplot2::scale_fill_manual(values = vals,
name = NULL)
name = NULL,
limits = force)
} else {
p <- p +
ggplot2::geom_col(ggplot2::aes(x = disk, y = count))
@@ -604,17 +598,16 @@ barplot.rsi <- function(height,
axis(2, seq(0, max(x)))
}
#' @method ggplot rsi
#' @method autoplot rsi
#' @rdname plot
# will be exported using s3_register() in R/zzz.R
ggplot.rsi <- function(data,
mapping = NULL,
title = paste("Resistance Overview of", deparse(substitute(data))),
xlab = "Antimicrobial Interpretation",
ylab = "Frequency",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
...) {
autoplot.rsi <- function(object,
title = paste("Resistance Overview of", deparse(substitute(object))),
xlab = "Antimicrobial Interpretation",
ylab = "Frequency",
colours_RSI = c("#ED553B", "#3CAEA3", "#F6D55C"),
language = get_locale(),
...) {
stop_ifnot_installed("ggplot2")
meet_criteria(title, allow_class = "character", allow_NULL = TRUE)
meet_criteria(ylab, allow_class = "character", has_length = 1)
@@ -640,19 +633,15 @@ ggplot.rsi <- function(data,
colours_RSI <- rep(colours_RSI, 3)
}
df <- as.data.frame(table(data), stringsAsFactors = TRUE)
df <- as.data.frame(table(object), stringsAsFactors = TRUE)
colnames(df) <- c("rsi", "count")
if (!is.null(mapping)) {
p <- ggplot2::ggplot(df, mapping = mapping)
} else {
p <- ggplot2::ggplot(df)
}
p +
ggplot2::ggplot(df) +
ggplot2::geom_col(ggplot2::aes(x = rsi, y = count, fill = rsi)) +
# limits = force is needed because of a ggplot2 >= 3.3.4 bug (#4511)
ggplot2::scale_fill_manual(values = c("R" = colours_RSI[1],
"S" = colours_RSI[2],
"I" = colours_RSI[3])) +
"I" = colours_RSI[3]),
limits = force) +
ggplot2::labs(title = title, x = xlab, y = ylab) +
ggplot2::theme(legend.position = "none")
}
@@ -663,6 +652,7 @@ plot_prepare_table <- function(x, expand) {
if (is.mic(x)) {
if (expand == TRUE) {
# expand range for MIC by adding factors of 2 from lowest to highest so all MICs in between also print
valid_lvls <- levels(x)
extra_range <- max(x) / 2
while (min(extra_range) / 2 > min(x)) {
extra_range <- c(min(extra_range) / 2, extra_range)
@@ -671,7 +661,7 @@ plot_prepare_table <- function(x, expand) {
extra_range <- rep(0, length(extra_range))
names(extra_range) <- nms
x <- table(droplevels(x, as.mic = FALSE))
extra_range <- extra_range[!names(extra_range) %in% names(x)]
extra_range <- extra_range[!names(extra_range) %in% names(x) & names(extra_range) %in% valid_lvls]
x <- as.table(c(x, extra_range))
} else {
x <- table(droplevels(x, as.mic = FALSE))
@@ -696,7 +686,7 @@ plot_prepare_table <- function(x, expand) {
plot_name_of_I <- function(guideline) {
if (guideline %unlike% "CLSI" && as.double(gsub("[^0-9]+", "", guideline)) >= 2019) {
# interpretation since 2019
"Incr. exposure"
"Susceptible, incr. exp."
} else {
# interpretation until 2019
"Intermediate"
+67 -51
View File
@@ -167,12 +167,14 @@ resistance <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "R",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = "R",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -181,12 +183,14 @@ susceptibility <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("S", "I"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = c("S", "I"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -195,12 +199,14 @@ proportion_R <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "R",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = "R",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -209,12 +215,14 @@ proportion_IR <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("I", "R"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = c("I", "R"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -223,12 +231,14 @@ proportion_I <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "I",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = "I",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -237,12 +247,14 @@ proportion_SI <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = c("S", "I"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = c("S", "I"),
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -251,12 +263,14 @@ proportion_S <- function(...,
minimum = 30,
as_percent = FALSE,
only_all_tested = FALSE) {
rsi_calc(...,
ab_result = "S",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE)
tryCatch(
rsi_calc(...,
ab_result = "S",
minimum = minimum,
as_percent = as_percent,
only_all_tested = only_all_tested,
only_count = FALSE),
error = function(e) stop_(e$message, call = -5))
}
#' @rdname proportion
@@ -268,13 +282,15 @@ proportion_df <- function(data,
as_percent = FALSE,
combine_SI = TRUE,
combine_IR = FALSE) {
rsi_calc_df(type = "proportion",
data = data,
translate_ab = translate_ab,
language = language,
minimum = minimum,
as_percent = as_percent,
combine_SI = combine_SI,
combine_IR = combine_IR,
combine_SI_missing = missing(combine_SI))
tryCatch(
rsi_calc_df(type = "proportion",
data = data,
translate_ab = translate_ab,
language = language,
minimum = minimum,
as_percent = as_percent,
combine_SI = combine_SI,
combine_IR = combine_IR,
combine_SI_missing = missing(combine_SI)),
error = function(e) stop_(e$message, call = -5))
}
+37 -21
View File
@@ -27,12 +27,12 @@
#'
#' 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 agent, the generated results will reflect reality as much as possible.
#' @inheritSection lifecycle Stable Lifecycle
#' @param size desired size of the returned vector
#' @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 ab any [character] that can be coerced to a valid antimicrobial agent code with [as.ab()]
#' @param prob_RSI a vector of length 3: the probabilities for R (1st value), S (2nd value) and I (3rd value)
#' @param prob_RSI a vector of length 3: the probabilities for "R" (1st value), "S" (2nd value) and "I" (3rd value)
#' @param ... ignored, only in place to allow future extensions
#' @details The base R function [sample()] is used for generating values.
#' @details The base \R function [sample()] is used for generating values.
#'
#' Generated values are based on the latest EUCAST guideline implemented in the [rsi_translation] data set. To create specific generated values per bug or drug, set the `mo` and/or `ab` argument.
#' @return class `<mic>` for [random_mic()] (see [as.mic()]) and class `<disk>` for [random_disk()] (see [as.disk()])
@@ -55,19 +55,36 @@
#' random_disk(100, "Klebsiella pneumoniae", "ampicillin") # range 11-17
#' random_disk(100, "Streptococcus pneumoniae", "ampicillin") # range 12-27
#' }
random_mic <- function(size, mo = NULL, ab = NULL, ...) {
random_mic <- function(size = NULL, mo = NULL, ab = NULL, ...) {
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(ab, allow_class = "character", has_length = 1, allow_NULL = TRUE)
if (is.null(size)) {
size <- NROW(get_current_data(arg_name = "size", call = -3))
}
random_exec("MIC", size = size, mo = mo, ab = ab)
}
#' @rdname random
#' @export
random_disk <- function(size, mo = NULL, ab = NULL, ...) {
random_disk <- function(size = NULL, mo = NULL, ab = NULL, ...) {
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(ab, allow_class = "character", has_length = 1, allow_NULL = TRUE)
if (is.null(size)) {
size <- NROW(get_current_data(arg_name = "size", call = -3))
}
random_exec("DISK", size = size, mo = mo, ab = ab)
}
#' @rdname random
#' @export
random_rsi <- function(size, prob_RSI = c(0.33, 0.33, 0.33), ...) {
random_rsi <- function(size = NULL, prob_RSI = c(0.33, 0.33, 0.33), ...) {
meet_criteria(size, allow_class = c("numeric", "integer"), has_length = 1, is_positive = TRUE, is_finite = TRUE, allow_NULL = TRUE)
meet_criteria(prob_RSI, allow_class = c("numeric", "integer"), has_length = 3)
if (is.null(size)) {
size <- NROW(get_current_data(arg_name = "size", call = -3))
}
sample(as.rsi(c("R", "S", "I")), size = size, replace = TRUE, prob = prob_RSI)
}
@@ -103,23 +120,22 @@ random_exec <- function(type, size, mo = NULL, ab = NULL) {
warning_("No rows found that match ab '", ab, "', ignoring argument `ab`", call = FALSE)
}
}
if (type == "MIC") {
# all valid MIC levels
valid_range <- as.mic(levels(as.mic(1)))
set_range_max <- max(df$breakpoint_R)
if (log(set_range_max, 2) %% 1 == 0) {
# return powers of 2
valid_range <- unique(as.double(valid_range))
# add 1-3 higher MIC levels to set_range_max
set_range_max <- 2 ^ (log(set_range_max, 2) + sample(c(1:3), 1))
set_range <- as.mic(valid_range[log(valid_range, 2) %% 1 == 0 & valid_range <= set_range_max])
} else {
# no power of 2, return factors of 2 to left and right side
valid_mics <- suppressWarnings(as.mic(set_range_max / (2 ^ c(-3:3))))
set_range <- valid_mics[!is.na(valid_mics)]
# set range
mic_range <- c(0.001, 0.002, 0.005, 0.010, 0.025, 0.0625, 0.125, 0.250, 0.5, 1, 2, 4, 8, 16, 32, 64, 128, 256)
# get highest/lowest +/- random 1 to 3 higher factors of two
max_range <- mic_range[min(length(mic_range),
which(mic_range == max(df$breakpoint_R)) + sample(c(1:3), 1))]
min_range <- mic_range[max(1,
which(mic_range == min(df$breakpoint_S)) - 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(set_range, size = size, replace = TRUE))
out <- as.mic(sample(mic_range_new, size = size, replace = TRUE))
# 50% chance that lowest will get <= and highest will get >=
if (stats::runif(1) > 0.5) {
out[out == min(out)] <- paste0("<=", out[out == min(out)])
+26 -19
View File
@@ -23,10 +23,11 @@
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
# ==================================================================== #
#' Predict antimicrobial resistance
#' Predict Antimicrobial Resistance
#'
#' Create a prediction model to predict antimicrobial resistance for the next years on statistical solid ground. Standard errors (SE) will be returned as columns `se_min` and `se_max`. See *Examples* for a real live example.
#' @inheritSection lifecycle Stable Lifecycle
#' @param object model data to be plotted
#' @param col_ab column name of `x` containing antimicrobial interpretations (`"R"`, `"I"` and `"S"`)
#' @param col_date column name of the date, will be used to calculate years if this column doesn't consist of years already, defaults to the first column of with a date class
#' @param year_min lowest year to use in the prediction model, dafaults to the lowest year in `col_date`
@@ -99,9 +100,9 @@
#' info = FALSE,
#' minimum = 15)
#'
#' ggplot(data)
#' autoplot(data)
#'
#' ggplot(as.data.frame(data),
#' ggplot(data,
#' aes(x = year)) +
#' geom_col(aes(y = value),
#' fill = "grey75") +
@@ -143,7 +144,7 @@ resistance_predict <- function(x,
meet_criteria(info, allow_class = "logical", has_length = 1)
stop_if(is.null(model), 'choose a regression model with the `model` argument, e.g. resistance_predict(..., model = "binomial")')
dots <- unlist(list(...))
if (length(dots) != 0) {
# backwards compatibility with old arguments
@@ -321,7 +322,7 @@ plot.resistance_predict <- function(x, main = paste("Resistance Prediction of",
} else {
ylab <- "%IR"
}
plot(x = x$year,
y = x$value,
ylim = c(0, 1),
@@ -351,20 +352,6 @@ plot.resistance_predict <- function(x, main = paste("Resistance Prediction of",
col = "grey40")
}
#' @method ggplot resistance_predict
#' @rdname resistance_predict
# will be exported using s3_register() in R/zzz.R
ggplot.resistance_predict <- function(x,
main = paste("Resistance Prediction of", x_name),
ribbon = TRUE,
...) {
x_name <- paste0(ab_name(attributes(x)$ab), " (", attributes(x)$ab, ")")
meet_criteria(main, allow_class = "character", has_length = 1)
meet_criteria(ribbon, allow_class = "logical", has_length = 1)
ggplot_rsi_predict(x = x, main = main, ribbon = ribbon, ...)
}
#' @rdname resistance_predict
#' @export
ggplot_rsi_predict <- function(x,
@@ -407,3 +394,23 @@ ggplot_rsi_predict <- function(x,
colour = "grey40")
p
}
#' @method autoplot resistance_predict
#' @rdname resistance_predict
# will be exported using s3_register() in R/zzz.R
autoplot.resistance_predict <- function(object,
main = paste("Resistance Prediction of", x_name),
ribbon = TRUE,
...) {
x_name <- paste0(ab_name(attributes(object)$ab), " (", attributes(object)$ab, ")")
meet_criteria(main, allow_class = "character", has_length = 1)
meet_criteria(ribbon, allow_class = "logical", has_length = 1)
ggplot_rsi_predict(x = object, main = main, ribbon = ribbon, ...)
}
#' @method fortify resistance_predict
#' @noRd
# will be exported using s3_register() in R/zzz.R
fortify.resistance_predict <- function(model, data, ...) {
as.data.frame(model)
}
+57 -25
View File
@@ -65,9 +65,9 @@
#'
#' ## Supported Guidelines
#'
#' For interpreting MIC values as well as disk diffusion diameters, currently supported guidelines to be used as input for the `guideline` argument are: `r vector_and(AMR::rsi_translation$guideline, quotes = TRUE, reverse = TRUE)`.
#' For interpreting MIC values as well as disk diffusion diameters, currently implemented guidelines are EUCAST (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "EUCAST")$guideline)))`) and CLSI (`r min(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`-`r max(as.integer(gsub("[^0-9]", "", subset(rsi_translation, guideline %like% "CLSI")$guideline)))`).
#'
#' Simply using `"CLSI"` or `"EUCAST"` as input will automatically select the latest version of that guideline. You can set your own data set using the `reference_data` argument. The `guideline` argument will then be ignored.
#' Thus, the `guideline` argument must be set to e.g., ``r paste0('"', subset(rsi_translation, guideline %like% "EUCAST")$guideline[1], '"')`` or ``r paste0('"', subset(rsi_translation, guideline %like% "CLSI")$guideline[1], '"')``. By simply using `"EUCAST"` (the default) or `"CLSI"` as input, the latest version of that guideline will automatically be selected. You can set your own data set using the `reference_data` argument. The `guideline` argument will then be ignored.
#'
#' ## After Interpretation
#'
@@ -89,10 +89,10 @@
#' A microorganism is categorised as *Resistant* when there is a high likelihood of therapeutic failure even when there is increased exposure. Exposure is a function of how the mode of administration, dose, dosing interval, infusion time, as well as distribution and excretion of the antimicrobial agent will influence the infecting organism at the site of infection.
#' - **S = Susceptible**\cr
#' A microorganism is categorised as *Susceptible, standard dosing regimen*, when there is a high likelihood of therapeutic success using a standard dosing regimen of the agent.
#' - **I = Increased exposure, but still susceptible**\cr
#' - **I = Susceptible, Increased exposure**\cr
#' A microorganism is categorised as *Susceptible, Increased exposure* when there is a high likelihood of therapeutic success because exposure to the agent is increased by adjusting the dosing regimen or by its concentration at the site of infection.
#'
#' This AMR package honours this new insight. Use [susceptibility()] (equal to [proportion_SI()]) to determine antimicrobial susceptibility and [count_susceptible()] (equal to [count_SI()]) to count susceptible isolates.
#' This AMR package honours this (new) insight. Use [susceptibility()] (equal to [proportion_SI()]) to determine antimicrobial susceptibility and [count_susceptible()] (equal to [count_SI()]) to count susceptible isolates.
#' @return Ordered [factor] with new class `<rsi>`
#' @aliases rsi
#' @export
@@ -284,10 +284,25 @@ as.rsi.default <- function(x, ...) {
}
}
x <- as.character(unlist(x))
# trim leading and trailing spaces, new lines, etc.
x <- trimws2(as.character(unlist(x)))
x.bak <- x
na_before <- length(x[is.na(x) | x == ""])
# correct for translations
trans_R <- unlist(TRANSLATIONS[which(TRANSLATIONS$pattern == "Resistant"),
LANGUAGES_SUPPORTED[LANGUAGES_SUPPORTED %in% colnames(TRANSLATIONS)]])
trans_S <- unlist(TRANSLATIONS[which(TRANSLATIONS$pattern == "Susceptible"),
LANGUAGES_SUPPORTED[LANGUAGES_SUPPORTED %in% colnames(TRANSLATIONS)]])
trans_I <- unlist(TRANSLATIONS[which(TRANSLATIONS$pattern %in% c("Incr. exposure", "Susceptible, incr. exp.", "Intermediate")),
LANGUAGES_SUPPORTED[LANGUAGES_SUPPORTED %in% colnames(TRANSLATIONS)]])
x <- gsub(paste0(unique(trans_R[!is.na(trans_R)]), collapse = "|"), "R", x, ignore.case = TRUE)
x <- gsub(paste0(unique(trans_S[!is.na(trans_S)]), collapse = "|"), "S", x, ignore.case = TRUE)
x <- gsub(paste0(unique(trans_I[!is.na(trans_I)]), collapse = "|"), "I", x, ignore.case = TRUE)
# replace all English textual input
x[x %like% "([^a-z]|^)res(is(tant)?)?"] <- "R"
x[x %like% "([^a-z]|^)sus(cep(tible)?)?"] <- "S"
x[x %like% "([^a-z]|^)int(er(mediate)?)?|incr.*exp"] <- "I"
# remove all spaces
x <- gsub(" +", "", x)
# remove all MIC-like values: numbers, operators and periods
@@ -295,6 +310,8 @@ as.rsi.default <- function(x, ...) {
# remove everything between brackets, and 'high' and 'low'
x <- gsub("([(].*[)])", "", x)
x <- gsub("(high|low)", "", x, ignore.case = TRUE)
# some labs now report "H" instead of "I" to not interfere with EUCAST prior to 2019
x <- gsub("H", "I", x, ignore.case = TRUE)
# disallow more than 3 characters
x[nchar(x) > 3] <- NA
# set to capitals
@@ -349,7 +366,7 @@ as.rsi.mic <- function(x,
# for dplyr's across()
cur_column_dplyr <- import_fn("cur_column", "dplyr", error_on_fail = FALSE)
if (!is.null(cur_column_dplyr) && tryCatch(is.data.frame(get_current_data("ab", 0)), error = function(e) FALSE)) {
if (!is.null(cur_column_dplyr) && tryCatch(is.data.frame(get_current_data("ab", call = 0)), error = function(e) FALSE)) {
# try to get current column, which will only be available when in across()
ab <- tryCatch(cur_column_dplyr(),
error = function(e) ab)
@@ -395,13 +412,18 @@ as.rsi.mic <- function(x,
uti <- rep(uti, length(x))
}
message_("=> Interpreting MIC values of ", ifelse(isTRUE(list(...)$is_data.frame), "column ", ""), "'", font_bold(ab), "' (",
ifelse(ab_coerced != ab, paste0(ab_coerced, ", "), ""),
ab_name(ab_coerced, tolower = TRUE), ")", mo_var_found,
agent_formatted <- paste0("'", font_bold(ab), "'")
agent_name <- ab_name(ab_coerced, tolower = TRUE, language = NULL)
if (generalise_antibiotic_name(ab) != generalise_antibiotic_name(agent_name)) {
agent_formatted <- paste0(agent_formatted, " (", ab_coerced, ", ", agent_name, ")")
}
message_("=> Interpreting MIC values of ", ifelse(isTRUE(list(...)$is_data.frame), "column ", ""),
agent_formatted,
mo_var_found,
" according to ", ifelse(identical(reference_data, AMR::rsi_translation),
font_bold(guideline_coerced),
"manually defined 'reference_data'"),
" ... ",
"... ",
appendLF = FALSE,
as_note = FALSE)
@@ -438,7 +460,7 @@ as.rsi.disk <- function(x,
# for dplyr's across()
cur_column_dplyr <- import_fn("cur_column", "dplyr", error_on_fail = FALSE)
if (!is.null(cur_column_dplyr) && tryCatch(is.data.frame(get_current_data("ab", 0)), error = function(e) FALSE)) {
if (!is.null(cur_column_dplyr) && tryCatch(is.data.frame(get_current_data("ab", call = 0)), error = function(e) FALSE)) {
# try to get current column, which will only be available when in across()
ab <- tryCatch(cur_column_dplyr(),
error = function(e) ab)
@@ -484,13 +506,18 @@ as.rsi.disk <- function(x,
uti <- rep(uti, length(x))
}
message_("=> Interpreting disk zones of ", ifelse(isTRUE(list(...)$is_data.frame), "column ", ""), "'", font_bold(ab), "' (",
ifelse(ab_coerced != ab, paste0(ab_coerced, ", "), ""),
ab_name(ab_coerced, tolower = TRUE), ")", mo_var_found,
agent_formatted <- paste0("'", font_bold(ab), "'")
agent_name <- ab_name(ab_coerced, tolower = TRUE, language = NULL)
if (generalise_antibiotic_name(ab) != generalise_antibiotic_name(agent_name)) {
agent_formatted <- paste0(agent_formatted, " (", ab_coerced, ", ", agent_name, ")")
}
message_("=> Interpreting disk zones of ", ifelse(isTRUE(list(...)$is_data.frame), "column ", ""),
agent_formatted,
mo_var_found,
" according to ", ifelse(identical(reference_data, AMR::rsi_translation),
font_bold(guideline_coerced),
"manually defined 'reference_data'"),
" ... ",
"... ",
appendLF = FALSE,
as_note = FALSE)
@@ -624,10 +651,9 @@ as.rsi.data.frame <- function(x,
if (is.null(col_mo.bak)) {
col_mo <- search_type_in_df(x = x, type = "mo")
}
x_mo <- as.mo(x[, col_mo, drop = TRUE])
}
x_mo <- as.mo(x %pm>% pm_pull(col_mo))
for (i in seq_len(length(ab_cols))) {
if (types[i] == "mic") {
x[, ab_cols[i]] <- as.rsi(x = x %pm>%
@@ -658,11 +684,11 @@ as.rsi.data.frame <- function(x,
show_message <- FALSE
ab <- ab_cols[i]
ab_coerced <- suppressWarnings(as.ab(ab))
if (!all(x[, ab_cols[i], drop = TRUE] %in% c("R", "S", "I"), na.rm = TRUE)) {
if (!all(x[, ab_cols[i], drop = TRUE] %in% c("R", "S", "I", NA), na.rm = TRUE)) {
show_message <- TRUE
# only print message if values are not already clean
message_("=> Cleaning values in column '", font_bold(ab), "' (",
ifelse(ab_coerced != ab, paste0(ab_coerced, ", "), ""),
ifelse(ab_coerced != toupper(ab), paste0(ab_coerced, ", "), ""),
ab_name(ab_coerced, tolower = TRUE), ")... ",
appendLF = FALSE,
as_note = FALSE)
@@ -670,7 +696,7 @@ as.rsi.data.frame <- function(x,
show_message <- TRUE
# only print message if class not already set
message_("=> Assigning class <rsi> to already clean column '", font_bold(ab), "' (",
ifelse(ab_coerced != ab, paste0(ab_coerced, ", "), ""),
ifelse(ab_coerced != toupper(ab), paste0(ab_coerced, ", "), ""),
ab_name(ab_coerced, tolower = TRUE), ")... ",
appendLF = FALSE,
as_note = FALSE)
@@ -750,7 +776,6 @@ exec_as.rsi <- function(method,
if (guideline_coerced != guideline) {
if (message_not_thrown_before("as.rsi")) {
message_("Using guideline ", font_bold(guideline_coerced), " as input for `guideline`.")
remember_thrown_message("as.rsi")
}
}
@@ -789,7 +814,6 @@ exec_as.rsi <- function(method,
if (guideline_coerced %unlike% "EUCAST") {
if (message_not_thrown_before("as.rsi2")) {
warning_("Using 'add_intrinsic_resistance' is only useful when using EUCAST guidelines, since the rules for intrinsic resistance are based on EUCAST.", call = FALSE)
remember_thrown_message("as.rsi2")
}
} else {
new_rsi[i] <- "R"
@@ -854,7 +878,6 @@ exec_as.rsi <- function(method,
message_("WARNING.", add_fn = list(font_yellow, font_bold), as_note = FALSE)
if (message_not_thrown_before("as.rsi3")) {
warning_("Found intrinsic resistance in some bug/drug combinations, although it was not applied.\nUse `as.rsi(..., add_intrinsic_resistance = TRUE)` to apply it.", call = FALSE)
remember_thrown_message("as.rsi3")
}
warned <- TRUE
}
@@ -915,7 +938,7 @@ freq.rsi <- function(x, ...) {
if (!is.na(ab)) {
cleaner::freq.default(x = x, ...,
.add_header = list(
Drug = paste0(ab_name(ab, language = NULL), " (", ab, ", ", ab_atc(ab), ")"),
Drug = paste0(ab_name(ab, language = NULL), " (", ab, ", ", paste(ab_atc(ab), collapse = "/"), ")"),
`Drug group` = ab_group(ab, language = NULL),
`%SI` = percentage(susceptibility(x, minimum = 0, as_percent = FALSE),
digits = digits)))
@@ -1038,6 +1061,15 @@ unique.rsi <- function(x, incomparables = FALSE, ...) {
y
}
#' @method rep rsi
#' @export
#' @noRd
rep.rsi <- function(x, ...) {
y <- NextMethod()
attributes(y) <- attributes(x)
y
}
check_reference_data <- function(reference_data) {
if (!identical(reference_data, AMR::rsi_translation)) {
class_rsi <- vapply(FUN.VALUE = character(1), rsi_translation, function(x) paste0("<", class(x), ">", collapse = " and "))
+25 -4
View File
@@ -27,7 +27,7 @@ dots2vars <- function(...) {
# this function is to give more informative output about
# variable names in count_* and proportion_* functions
dots <- substitute(list(...))
vector_and(as.character(dots)[2:length(dots)], quotes = FALSE)
as.character(dots)[2:length(dots)]
}
rsi_calc <- function(...,
@@ -152,7 +152,6 @@ rsi_calc <- function(...,
" your_data %>% mutate_if(is.rsi.eligible, as.rsi)\n",
" your_data %>% mutate(across(where(is.rsi.eligible), as.rsi))",
call = FALSE)
remember_thrown_message("rsi_calc")
}
}
@@ -163,8 +162,30 @@ rsi_calc <- function(...,
if (denominator < minimum) {
if (data_vars != "") {
data_vars <- paste(" for", data_vars)
# also add group name if used in dplyr::group_by()
cur_group <- import_fn("cur_group", "dplyr", error_on_fail = FALSE)
if (!is.null(cur_group)) {
group_df <- tryCatch(cur_group(), error = function(e) data.frame())
if (NCOL(group_df) > 0) {
# transform factors to characters
group <- vapply(FUN.VALUE = character(1), group_df, function(x) {
if (is.numeric(x)) {
format(x)
} else if (is.logical(x)) {
as.character(x)
} else {
paste0('"', x, '"')
}
})
data_vars <- paste0(data_vars, " in group: ", paste0(names(group), " = ", group, collapse = ", "))
}
}
}
warning_("Introducing NA: only ", denominator, " results available", data_vars, " (`minimum` = ", minimum, ").", call = FALSE)
warning_("Introducing NA: ",
ifelse(denominator == 0, "no", paste("only", denominator)),
" results available",
data_vars,
" (`minimum` = ", minimum, ").", call = FALSE)
fraction <- NA_real_
} else {
fraction <- numerator / denominator
@@ -206,7 +227,7 @@ rsi_calc_df <- function(type, # "proportion", "count" or "both"
translate_ab <- get_translate_ab(translate_ab)
# select only groups and antibiotics
if (inherits(data, "grouped_df")) {
if (is_null_or_grouped_tbl(data)) {
data_has_groups <- TRUE
groups <- setdiff(names(attributes(data)$groups), ".rows")
data <- data[, c(groups, colnames(data)[vapply(FUN.VALUE = logical(1), data, is.rsi)]), drop = FALSE]
BIN
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Binary file not shown.
+15 -9
View File
@@ -29,7 +29,7 @@
#' @inheritSection lifecycle Stable Lifecycle
#' @details Strings will be translated to foreign languages if they are defined in a local translation file. Additions to this file can be suggested at our repository. The file can be found here: <https://github.com/msberends/AMR/blob/master/data-raw/translations.tsv>. This file will be read by all functions where a translated output can be desired, like all [`mo_*`][mo_property()] functions (such as [mo_name()], [mo_gramstain()], [mo_type()], etc.) and [`ab_*`][ab_property()] functions (such as [ab_name()], [ab_group()], etc.).
#'
#' Currently supported languages are: `r vector_and(gsub(";.*", "", ISOcodes::ISO_639_2[which(ISOcodes::ISO_639_2$Alpha_2 %in% LANGUAGES_SUPPORTED), "Name"]), quotes = FALSE)`. Please note that currently not all these languages have translations available for all antimicrobial agents and colloquial microorganism names.
#' Currently supported languages are: `r vector_and(gsub(";.*", "", ISOcodes::ISO_639_2[which(ISOcodes::ISO_639_2$Alpha_2 %in% LANGUAGES_SUPPORTED), "Name"]), quotes = FALSE)`. All these languages have translations available for all antimicrobial agents and colloquial microorganism names.
#'
#' Please suggest your own translations [by creating a new issue on our repository](https://github.com/msberends/AMR/issues/new?title=Translations).
#'
@@ -53,17 +53,17 @@
#' mo_name("CoNS", language = "en")
#' #> "Coagulase-negative Staphylococcus (CoNS)"
#'
#' # German
#' mo_name("CoNS", language = "de")
#' #> "Koagulase-negative Staphylococcus (KNS)"
#'
#' # Danish
#' mo_name("CoNS", language = "nl")
#' #> "Koagulase-negative stafylokokker (CoNS)"
#'
#' # Dutch
#' mo_name("CoNS", language = "nl")
#' #> "Coagulase-negatieve Staphylococcus (CNS)"
#'
#' # Spanish
#' mo_name("CoNS", language = "es")
#' #> "Staphylococcus coagulasa negativo (SCN)"
#' # German
#' mo_name("CoNS", language = "de")
#' #> "Koagulase-negative Staphylococcus (KNS)"
#'
#' # Italian
#' mo_name("CoNS", language = "it")
@@ -72,6 +72,10 @@
#' # Portuguese
#' mo_name("CoNS", language = "pt")
#' #> "Staphylococcus coagulase negativo (CoNS)"
#'
#' # Spanish
#' mo_name("CoNS", language = "es")
#' #> "Staphylococcus coagulasa negativo (SCN)"
get_locale <- function() {
# AMR versions 1.3.0 and prior used the environmental variable:
if (!identical("", Sys.getenv("AMR_locale"))) {
@@ -108,6 +112,8 @@ coerce_language_setting <- function(lang) {
"de"
} else if (grepl("^(Dutch|Nederlands|nl_|NL_)", lang, ignore.case = FALSE, perl = TRUE)) {
"nl"
} else if (grepl("^(Danish|Dansk|da_|DA_)", lang, ignore.case = FALSE, perl = TRUE)) {
"da"
} else if (grepl("^(Spanish|Espa.+ol|es_|ES_)", lang, ignore.case = FALSE, perl = TRUE)) {
"es"
} else if (grepl("^(Italian|Italiano|it_|IT_)", lang, ignore.case = FALSE, perl = TRUE)) {
@@ -136,7 +142,7 @@ translate_AMR <- function(from,
return(from)
}
df_trans <- translations_file # internal data file
df_trans <- TRANSLATIONS # internal data file
from.bak <- from
from_unique <- unique(from)
from_unique_translated <- from_unique
+74
View File
@@ -0,0 +1,74 @@
# ==================================================================== #
# TITLE #
# Antimicrobial Resistance (AMR) Data Analysis for R #
# #
# SOURCE #
# https://github.com/msberends/AMR #
# #
# LICENCE #
# (c) 2018-2021 Berends MS, Luz CF et al. #
# Developed at the University of Groningen, the Netherlands, in #
# collaboration with non-profit organisations Certe Medical #
# Diagnostics & Advice, and University Medical Center Groningen. #
# #
# 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://msberends.github.io/AMR/ #
# ==================================================================== #
# 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.
# S3: ab
vec_ptype2.character.ab <- function(x, y, ...) {
x
}
vec_ptype2.ab.character <- function(x, y, ...) {
y
}
vec_cast.character.ab <- function(x, to, ...) {
unclass(x)
}
# S3: mo
vec_ptype2.character.mo <- function(x, y, ...) {
x
}
vec_ptype2.mo.character <- function(x, y, ...) {
y
}
vec_cast.character.mo <- function(x, to, ...) {
unclass(x)
}
# S3: disk
vec_ptype2.integer.disk <- function(x, y, ...) {
x
}
vec_ptype2.disk.integer <- function(x, y, ...) {
y
}
vec_cast.integer.disk <- function(x, to, ...) {
unclass(x)
}
# S3: ab_selector
# see https://github.com/tidyverse/dplyr/issues/5955 why this is required
vec_ptype2.character.ab_selector <- function(x, y, ...) {
x
}
vec_ptype2.ab_selector.character <- function(x, y, ...) {
y
}
vec_cast.character.ab_selector <- function(x, to, ...) {
unclass(x)
}
+97 -6
View File
@@ -38,7 +38,7 @@ if (utf8_supported && !is_latex) {
pkg_env$info_icon <- "i"
}
.onLoad <- function(libname, pkgname) {
.onLoad <- function(...) {
# 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:
@@ -56,15 +56,29 @@ if (utf8_supported && !is_latex) {
# Support for frequency tables from the cleaner package
s3_register("cleaner::freq", "mo")
s3_register("cleaner::freq", "rsi")
# Support from skim() from the skimr package
# Support for skim() from the skimr package
s3_register("skimr::get_skimmers", "mo")
s3_register("skimr::get_skimmers", "rsi")
s3_register("skimr::get_skimmers", "mic")
s3_register("skimr::get_skimmers", "disk")
s3_register("ggplot2::ggplot", "rsi")
s3_register("ggplot2::ggplot", "mic")
s3_register("ggplot2::ggplot", "disk")
s3_register("ggplot2::ggplot", "resistance_predict")
# Support for autoplot() from the ggplot2 package
s3_register("ggplot2::autoplot", "rsi")
s3_register("ggplot2::autoplot", "mic")
s3_register("ggplot2::autoplot", "disk")
s3_register("ggplot2::autoplot", "resistance_predict")
# Support vctrs package for use in e.g. dplyr verbs
s3_register("vctrs::vec_ptype2", "ab.character")
s3_register("vctrs::vec_ptype2", "character.ab")
s3_register("vctrs::vec_cast", "character.ab")
s3_register("vctrs::vec_ptype2", "mo.character")
s3_register("vctrs::vec_ptype2", "character.mo")
s3_register("vctrs::vec_cast", "character.mo")
s3_register("vctrs::vec_ptype2", "ab_selector.character")
s3_register("vctrs::vec_ptype2", "character.ab_selector")
s3_register("vctrs::vec_cast", "character.ab_selector")
s3_register("vctrs::vec_ptype2", "disk.integer")
s3_register("vctrs::vec_ptype2", "integer.disk")
s3_register("vctrs::vec_cast", "integer.disk")
# if mo source exists, fire it up (see mo_source())
try({
@@ -72,4 +86,81 @@ if (utf8_supported && !is_latex) {
invisible(get_mo_source())
}
}, silent = TRUE)
# reference data - they have additional columns compared to `antibiotics` and `microorganisms` to improve speed
# they cannott be part of R/sysdata.rda since CRAN thinks it would make the package too large (+3 MB)
assign(x = "AB_lookup", value = create_AB_lookup(), envir = asNamespace("AMR"))
assign(x = "MO_lookup", value = create_MO_lookup(), envir = asNamespace("AMR"))
assign(x = "MO.old_lookup", value = create_MO.old_lookup(), envir = asNamespace("AMR"))
# for mo_is_intrinsic_resistant() - saves a lot of time when executed on this vector
assign(x = "INTRINSIC_R", value = create_intr_resistance(), envir = asNamespace("AMR"))
# for building the website, only print first 5 rows of a data set
# if (Sys.getenv("IN_PKGDOWN") != "" && !interactive()) {
# ...
# }
}
# Helper functions --------------------------------------------------------
create_AB_lookup <- function() {
AB_lookup <- AMR::antibiotics
AB_lookup$generalised_name <- generalise_antibiotic_name(AB_lookup$name)
AB_lookup$generalised_synonyms <- lapply(AB_lookup$synonyms, generalise_antibiotic_name)
AB_lookup$generalised_abbreviations <- lapply(AB_lookup$abbreviations, generalise_antibiotic_name)
AB_lookup$generalised_loinc <- lapply(AB_lookup$loinc, generalise_antibiotic_name)
AB_lookup$generalised_all <- unname(lapply(as.list(as.data.frame(t(AB_lookup[,
c("ab", "atc", "cid", "name",
colnames(AB_lookup)[colnames(AB_lookup) %like% "generalised"]),
drop = FALSE]),
stringsAsFactors = FALSE)),
function(x) {
x <- generalise_antibiotic_name(unname(unlist(x)))
x[x != ""]
}))
AB_lookup
}
create_MO_lookup <- function() {
MO_lookup <- AMR::microorganisms
MO_lookup$kingdom_index <- NA_real_
MO_lookup[which(MO_lookup$kingdom == "Bacteria" | MO_lookup$mo == "UNKNOWN"), "kingdom_index"] <- 1
MO_lookup[which(MO_lookup$kingdom == "Fungi"), "kingdom_index"] <- 2
MO_lookup[which(MO_lookup$kingdom == "Protozoa"), "kingdom_index"] <- 3
MO_lookup[which(MO_lookup$kingdom == "Archaea"), "kingdom_index"] <- 4
# all the rest
MO_lookup[which(is.na(MO_lookup$kingdom_index)), "kingdom_index"] <- 5
# use this paste instead of `fullname` to work with Viridans Group Streptococci, etc.
MO_lookup$fullname_lower <- tolower(trimws(paste(MO_lookup$genus,
MO_lookup$species,
MO_lookup$subspecies)))
ind <- MO_lookup$genus == "" | grepl("^[(]unknown ", MO_lookup$fullname, perl = TRUE)
MO_lookup[ind, "fullname_lower"] <- tolower(MO_lookup[ind, "fullname"])
MO_lookup$fullname_lower <- trimws(gsub("[^.a-z0-9/ \\-]+", "", MO_lookup$fullname_lower, perl = TRUE))
# add a column with only "e coli" like combinations
MO_lookup$g_species <- gsub("^([a-z])[a-z]+ ([a-z]+) ?.*", "\\1 \\2", MO_lookup$fullname_lower, perl = TRUE)
# so arrange data on prevalence first, then kingdom, then full name
MO_lookup[order(MO_lookup$prevalence, MO_lookup$kingdom_index, MO_lookup$fullname_lower), ]
}
create_MO.old_lookup <- function() {
MO.old_lookup <- AMR::microorganisms.old
MO.old_lookup$fullname_lower <- trimws(gsub("[^.a-z0-9/ \\-]+", "", tolower(trimws(MO.old_lookup$fullname))))
# add a column with only "e coli"-like combinations
MO.old_lookup$g_species <- trimws(gsub("^([a-z])[a-z]+ ([a-z]+) ?.*", "\\1 \\2", MO.old_lookup$fullname_lower))
# so arrange data on prevalence first, then full name
MO.old_lookup[order(MO.old_lookup$prevalence, MO.old_lookup$fullname_lower), ]
}
create_intr_resistance <- function() {
# for mo_is_intrinsic_resistant() - saves a lot of time when executed on this vector
paste(AMR::microorganisms[match(AMR::intrinsic_resistant$microorganism, AMR::microorganisms$fullname), "mo", drop = TRUE],
AMR::antibiotics[match(AMR::intrinsic_resistant$antibiotic, AMR::antibiotics$name), "ab", drop = TRUE])
}
+7 -1
View File
@@ -23,7 +23,13 @@ This is the development source of the `AMR` package for R. Not a developer? Then
### How to get this package
Please see [our website](https://msberends.github.io/AMR/#get-this-package).
Bottom line: `install.packages("AMR", repos = "https://msberends.r-universe.dev")`
You can install or update the `AMR` package from CRAN using:
```r
install.packages("AMR")
```
It will be downloaded and installed automatically. For RStudio, click on the menu *Tools* > *Install Packages...* and then type in "AMR" and press <kbd>Install</kbd>.
### Copyright
+31 -36
View File
@@ -32,6 +32,7 @@ development:
news:
one_page: true
cran_dates: true
navbar:
title: "AMR (for R)"
@@ -88,32 +89,11 @@ navbar:
- text: "Source Code"
icon: "fab fa-github"
href: "https://github.com/msberends/AMR"
- text: "Survey"
icon: "fa-clipboard-list"
href: "survey.html"
# - text: "Survey"
# icon: "fa-clipboard-list"
# href: "survey.html"
reference:
- title: "Background information on included data"
desc: >
Some pages about our package and its external sources. Be sure to read our [How To's](./../articles/index.html)
for more information about how to work with functions in this package.
contents:
- "`AMR`"
- "`example_isolates`"
- "`microorganisms`"
- "`microorganisms.codes`"
- "`microorganisms.old`"
- "`antibiotics`"
- "`intrinsic_resistant`"
- "`dosage`"
- "`catalogue_of_life`"
- "`catalogue_of_life_version`"
- "`WHOCC`"
- "`lifecycle`"
- "`example_isolates_unclean`"
- "`rsi_translation`"
- "`WHONET`"
- title: "Preparing data: microorganisms"
desc: >
These functions are meant to get taxonomically valid properties of microorganisms from any input.
@@ -164,6 +144,27 @@ reference:
- "`antibiotic_class_selectors`"
- "`resistance_predict`"
- "`guess_ab_col`"
- title: "Background information on included data"
desc: >
Some pages about our package and its external sources. Be sure to read our [How To's](./../articles/index.html)
for more information about how to work with functions in this package.
contents:
- "`AMR`"
- "`example_isolates`"
- "`microorganisms`"
- "`microorganisms.codes`"
- "`microorganisms.old`"
- "`antibiotics`"
- "`intrinsic_resistant`"
- "`dosage`"
- "`catalogue_of_life`"
- "`catalogue_of_life_version`"
- "`WHOCC`"
- "`lifecycle`"
- "`example_isolates_unclean`"
- "`rsi_translation`"
- "`WHONET`"
- title: "Other: miscellaneous functions"
desc: >
@@ -202,20 +203,14 @@ reference:
authors:
Matthijs S. Berends:
href: https://www.rug.nl/staff/m.s.berends/
Christian F. Luz:
href: https://www.rug.nl/staff/c.f.luz/
Alexander W. Friedrich:
href: https://www.rug.nl/staff/a.w.friedrich/
Bhanu N. M. Sinha:
href: https://www.rug.nl/staff/b.sinha/
Casper J. Albers:
href: https://www.rug.nl/staff/c.j.albers/
Corinna Glasner:
href: https://www.rug.nl/staff/c.glasner/
template:
# this requires the 'preferably' package, https://github.com/amirmasoudabdol/preferably/
# package: preferably
bootstrap: 3
opengraph:
twitter:
creator: "@msberends"
site: "@univgroningen"
card: summary_large_image
assets: "pkgdown/logos" # use logos in this folder
params:
noindex: false
+1 -3
View File
@@ -1,3 +1 @@
* This package has been archived on 22 May 2021 because of errors in the dplyr package, causing the skimr package to fail: <https://github.com/tidyverse/dplyr/issues/5881>. This AMR package contains a fix around this error. Perhaps an idea for future development of CRAN to send an automated email to a maintainer with a warning that a package will be archived in due time?
* This package continuously has a tarball size of over 7 MB and an installation size of over 5 MB, which will return a NOTE on R CMD CHECK. This has been the case in the last releases as well. The package size is needed to offer users reference data for the complete taxonomy of microorganisms - one of the most important features of this package. This was written and explained in a manuscript that was accepted for publication in the Journal of Statistical Software earlier this year. We will add the paper as a vignette after publication in a next version. All data sets were compressed using `compression = "xz"` to make them as small as possible.
* This package now has a data folder size of ~2.8 MB (this was ~5.6 MB), which will return a NOTE on R CMD CHECK. This package size is needed to provide users reference data for the complete taxonomy of microorganisms - one of the most important features of this package, following 15 previous releases of this package. All data sets were compressed using `compression = "xz"` to make them as small as possible.
Binary file not shown.
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+549 -545
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+20996
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+31 -6
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@@ -24,12 +24,22 @@
# ==================================================================== #
# some old R instances have trouble installing tinytest, so we ship it too
install.packages("data-raw/tinytest_1.2.4.10.tar.gz")
install.packages("data-raw/tinytest_1.3.1.tar.gz", dependencies = c("Depends", "Imports", "LinkingTo"))
install.packages("data-raw/AMR_latest.tar.gz", dependencies = FALSE)
install.packages("covr")
pkg_suggests <- gsub("[^a-zA-Z0-9]+", "", unlist(strsplit(packageDescription("AMR", fields = "Suggests"), ", ?")))
cat("Packages listed in Suggests:", paste(pkg_suggests, collapse = ", "), "\n")
pkg_suggests <- gsub("[^a-zA-Z0-9]+", "",
unlist(strsplit(unlist(packageDescription("AMR",
fields = c("Suggests", "Enhances", "LinkingTo"))),
split = ", ?")))
pkg_suggests <- unname(pkg_suggests[!is.na(pkg_suggests)])
cat("################################################\n")
cat("Packages listed in Suggests/Enhances:", paste(pkg_suggests, collapse = ", "), "\n")
cat("################################################\n")
if (.Platform$OS.type != "unix") {
# no compiling on Windows here
options(install.packages.compile.from.source = FALSE)
}
to_install <- pkg_suggests[!pkg_suggests %in% rownames(utils::installed.packages())]
if (length(to_install) == 0) {
@@ -37,10 +47,24 @@ if (length(to_install) == 0) {
}
for (i in seq_len(length(to_install))) {
cat("Installing package", to_install[i], "\n")
tryCatch(install.packages(to_install[i], repos = "https://cran.rstudio.com/", dependencies = TRUE, quiet = TRUE),
tryCatch(install.packages(to_install[i],
type = "source",
repos = "https://cran.rstudio.com/",
dependencies = c("Depends", "Imports", "LinkingTo"),
quiet = FALSE),
# message = function(m) invisible(),
warning = function(w) message(w$message),
error = function(e) message(e$message))
if (.Platform$OS.type != "unix" && !to_install[i] %in% rownames(utils::installed.packages())) {
tryCatch(install.packages(to_install[i],
type = "binary",
repos = "https://cran.rstudio.com/",
dependencies = c("Depends", "Imports", "LinkingTo"),
quiet = FALSE),
# message = function(m) invisible(),
warning = function(w) message(w$message),
error = function(e) message(e$message))
}
}
to_update <- as.data.frame(utils::old.packages(repos = "https://cran.rstudio.com/"), stringsAsFactors = FALSE)
@@ -49,9 +73,10 @@ if (length(to_update) == 0) {
message("\nNothing to update\n")
}
for (i in seq_len(length(to_update))) {
cat("Updating package", to_update[i], "\n")
cat("Updating package '", to_update[i], "' v", as.character(packageVersion(to_update[i])), "\n", sep = "")
tryCatch(update.packages(to_update[i], repos = "https://cran.rstudio.com/", ask = FALSE),
# message = function(m) invisible(),
warning = function(w) message(w$message),
error = function(e) message(e$message))
cat("Updated to '", to_update[i], "' v", as.character(packageVersion(to_update[i])), "\n", sep = "")
}
+101 -168
View File
@@ -31,8 +31,48 @@ devtools::load_all(quiet = TRUE)
old_globalenv <- ls(envir = globalenv())
# Helper functions --------------------------------------------------------
# Save internal data to R/sysdata.rda -------------------------------------
# See 'data-raw/eucast_rules.tsv' for the EUCAST reference file
EUCAST_RULES_DF <- utils::read.delim(file = "data-raw/eucast_rules.tsv",
skip = 10,
sep = "\t",
stringsAsFactors = FALSE,
header = TRUE,
strip.white = TRUE,
na = c(NA, "", NULL)) %>%
# take the order of the reference.rule_group column in the original data file
mutate(reference.rule_group = factor(reference.rule_group,
levels = unique(reference.rule_group),
ordered = TRUE),
sorting_rule = ifelse(grepl("^Table", reference.rule, ignore.case = TRUE), 1, 2)) %>%
arrange(reference.rule_group,
reference.version,
sorting_rule,
reference.rule) %>%
mutate(reference.rule_group = as.character(reference.rule_group)) %>%
select(-sorting_rule)
# Translations
TRANSLATIONS <- utils::read.delim(file = "data-raw/translations.tsv",
sep = "\t",
stringsAsFactors = FALSE,
header = TRUE,
blank.lines.skip = TRUE,
fill = TRUE,
strip.white = TRUE,
encoding = "UTF-8",
fileEncoding = "UTF-8",
na.strings = c(NA, "", NULL),
allowEscapes = TRUE, # else "\\1" will be imported as "\\\\1"
quote = "")
# for checking input in `language` argument in e.g. mo_*() and ab_*() functions
LANGUAGES_SUPPORTED <- sort(c("en", colnames(TRANSLATIONS)[nchar(colnames(TRANSLATIONS)) == 2]))
# EXAMPLE_ISOLATES <- readRDS("data-raw/example_isolates.rds")
# vectors of CoNS and CoPS, improves speed in as.mo()
create_species_cons_cops <- function(type = c("CoNS", "CoPS")) {
# Determination of which staphylococcal species are CoNS/CoPS according to:
# - Becker et al. 2014, PMID 25278577
@@ -70,186 +110,79 @@ create_species_cons_cops <- function(type = c("CoNS", "CoPS")) {
"mo", drop = TRUE]
}
}
create_AB_lookup <- function() {
AB_lookup <- AMR::antibiotics
AB_lookup$generalised_name <- generalise_antibiotic_name(AB_lookup$name)
AB_lookup$generalised_synonyms <- lapply(AB_lookup$synonyms, generalise_antibiotic_name)
AB_lookup$generalised_abbreviations <- lapply(AB_lookup$abbreviations, generalise_antibiotic_name)
AB_lookup$generalised_loinc <- lapply(AB_lookup$loinc, generalise_antibiotic_name)
AB_lookup$generalised_all <- unname(lapply(as.list(as.data.frame(t(AB_lookup[,
c("ab", "atc", "cid", "name",
colnames(AB_lookup)[colnames(AB_lookup) %like% "generalised"]),
drop = FALSE]),
stringsAsFactors = FALSE)),
function(x) {
x <- generalise_antibiotic_name(unname(unlist(x)))
x[x != ""]
}))
AB_lookup
}
create_MO_lookup <- function() {
MO_lookup <- AMR::microorganisms
MO_lookup$kingdom_index <- NA_real_
MO_lookup[which(MO_lookup$kingdom == "Bacteria" | MO_lookup$mo == "UNKNOWN"), "kingdom_index"] <- 1
MO_lookup[which(MO_lookup$kingdom == "Fungi"), "kingdom_index"] <- 2
MO_lookup[which(MO_lookup$kingdom == "Protozoa"), "kingdom_index"] <- 3
MO_lookup[which(MO_lookup$kingdom == "Archaea"), "kingdom_index"] <- 4
# all the rest
MO_lookup[which(is.na(MO_lookup$kingdom_index)), "kingdom_index"] <- 5
# use this paste instead of `fullname` to work with Viridans Group Streptococci, etc.
MO_lookup$fullname_lower <- tolower(trimws(paste(MO_lookup$genus,
MO_lookup$species,
MO_lookup$subspecies)))
ind <- MO_lookup$genus == "" | grepl("^[(]unknown ", MO_lookup$fullname)
MO_lookup[ind, "fullname_lower"] <- tolower(MO_lookup[ind, "fullname"])
MO_lookup$fullname_lower <- trimws(gsub("[^.a-z0-9/ \\-]+", "", MO_lookup$fullname_lower, perl = TRUE))
# add a column with only "e coli" like combinations
MO_lookup$g_species <- gsub("^([a-z])[a-z]+ ([a-z]+) ?.*", "\\1 \\2", MO_lookup$fullname_lower, perl = TRUE)
# so arrange data on prevalence first, then kingdom, then full name
MO_lookup[order(MO_lookup$prevalence, MO_lookup$kingdom_index, MO_lookup$fullname_lower), ]
}
create_MO.old_lookup <- function() {
MO.old_lookup <- AMR::microorganisms.old
MO.old_lookup$fullname_lower <- trimws(gsub("[^.a-z0-9/ \\-]+", "", tolower(trimws(MO.old_lookup$fullname))))
# add a column with only "e coli"-like combinations
MO.old_lookup$g_species <- trimws(gsub("^([a-z])[a-z]+ ([a-z]+) ?.*", "\\1 \\2", MO.old_lookup$fullname_lower))
# so arrange data on prevalence first, then full name
MO.old_lookup[order(MO.old_lookup$prevalence, MO.old_lookup$fullname_lower), ]
}
create_intr_resistance <- function() {
# for mo_is_intrinsic_resistant() - saves a lot of time when executed on this vector
paste(AMR::microorganisms[match(AMR::intrinsic_resistant$microorganism, AMR::microorganisms$fullname), "mo", drop = TRUE],
AMR::antibiotics[match(AMR::intrinsic_resistant$antibiotic, AMR::antibiotics$name), "ab", drop = TRUE])
}
# Save internal data to R/sysdata.rda -------------------------------------
# See 'data-raw/eucast_rules.tsv' for the EUCAST reference file
eucast_rules_file <- utils::read.delim(file = "data-raw/eucast_rules.tsv",
skip = 10,
sep = "\t",
stringsAsFactors = FALSE,
header = TRUE,
strip.white = TRUE,
na = c(NA, "", NULL)) %>%
# take the order of the reference.rule_group column in the original data file
mutate(reference.rule_group = factor(reference.rule_group,
levels = unique(reference.rule_group),
ordered = TRUE),
sorting_rule = ifelse(grepl("^Table", reference.rule, ignore.case = TRUE), 1, 2)) %>%
arrange(reference.rule_group,
reference.version,
sorting_rule,
reference.rule) %>%
mutate(reference.rule_group = as.character(reference.rule_group)) %>%
select(-sorting_rule)
# Translations
translations_file <- utils::read.delim(file = "data-raw/translations.tsv",
sep = "\t",
stringsAsFactors = FALSE,
header = TRUE,
blank.lines.skip = TRUE,
fill = TRUE,
strip.white = TRUE,
encoding = "UTF-8",
fileEncoding = "UTF-8",
na.strings = c(NA, "", NULL),
allowEscapes = TRUE, # else "\\1" will be imported as "\\\\1"
quote = "")
# Old microorganism codes
microorganisms.translation <- readRDS("data-raw/microorganisms.translation.rds")
# for mo_is_intrinsic_resistant() - saves a lot of time when executed on this vector
INTRINSIC_R <- create_intr_resistance()
# for checking input in `language` argument in e.g. mo_*() and ab_*() functions
LANGUAGES_SUPPORTED <- sort(c("en", colnames(translations_file)[nchar(colnames(translations_file)) == 2]))
# vectors of CoNS and CoPS, improves speed in as.mo()
MO_CONS <- create_species_cons_cops("CoNS")
MO_COPS <- create_species_cons_cops("CoPS")
# reference data - they have additional columns compared to `antibiotics` and `microorganisms` to improve speed
AB_lookup <- create_AB_lookup()
MO_lookup <- create_MO_lookup()
MO.old_lookup <- create_MO.old_lookup()
# antibiotic groups
# (these will also be used for eucast_rules() and understanding data-raw/eucast_rules.tsv)
globalenv_before_ab <- c(ls(envir = globalenv()), "globalenv_before_ab")
AMINOGLYCOSIDES <- antibiotics %>% filter(group %like% "aminoglycoside") %>% pull(ab)
AMINOPENICILLINS <- as.ab(c("AMP", "AMX"))
CARBAPENEMS <- antibiotics %>% filter(group %like% "carbapenem") %>% pull(ab)
CEPHALOSPORINS <- antibiotics %>% filter(group %like% "cephalosporin") %>% pull(ab)
CEPHALOSPORINS_1ST <- antibiotics %>% filter(group %like% "cephalosporin.*1") %>% pull(ab)
CEPHALOSPORINS_2ND <- antibiotics %>% filter(group %like% "cephalosporin.*2") %>% pull(ab)
CEPHALOSPORINS_3RD <- antibiotics %>% filter(group %like% "cephalosporin.*3") %>% pull(ab)
CEPHALOSPORINS_EXCEPT_CAZ <- CEPHALOSPORINS[CEPHALOSPORINS != "CAZ"]
FLUOROQUINOLONES <- antibiotics %>% filter(atc_group2 %like% "fluoroquinolone") %>% pull(ab)
LIPOGLYCOPEPTIDES <- as.ab(c("DAL", "ORI", "TLV")) # dalba/orita/tela
GLYCOPEPTIDES <- antibiotics %>% filter(group %like% "glycopeptide") %>% pull(ab)
GLYCOPEPTIDES_EXCEPT_LIPO <- GLYCOPEPTIDES[!GLYCOPEPTIDES %in% LIPOGLYCOPEPTIDES]
LINCOSAMIDES <- antibiotics %>% filter(atc_group2 %like% "lincosamide") %>% pull(ab) %>% c("PRL")
MACROLIDES <- antibiotics %>% filter(atc_group2 %like% "macrolide") %>% pull(ab)
OXAZOLIDINONES <- antibiotics %>% filter(group %like% "oxazolidinone") %>% pull(ab)
PENICILLINS <- antibiotics %>% filter(group %like% "penicillin") %>% pull(ab)
POLYMYXINS <- antibiotics %>% filter(group %like% "polymyxin") %>% pull(ab)
STREPTOGRAMINS <- antibiotics %>% filter(atc_group2 %like% "streptogramin") %>% pull(ab)
TETRACYCLINES <- antibiotics %>% filter(atc_group2 %like% "tetracycline") %>% pull(ab)
TETRACYCLINES_EXCEPT_TGC <- TETRACYCLINES[TETRACYCLINES != "TGC"]
UREIDOPENICILLINS <- as.ab(c("PIP", "TZP", "AZL", "MEZ"))
BETALACTAMS <- c(PENICILLINS, CEPHALOSPORINS, CARBAPENEMS)
AB_AMINOGLYCOSIDES <- antibiotics %>% filter(group %like% "aminoglycoside") %>% pull(ab)
AB_AMINOPENICILLINS <- as.ab(c("AMP", "AMX"))
AB_ANTIFUNGALS <- AB_lookup %>% filter(group %like% "antifungal") %>% pull(ab)
AB_ANTIMYCOBACTERIALS <- AB_lookup %>% filter(group %like% "antimycobacterial") %>% pull(ab)
AB_CARBAPENEMS <- antibiotics %>% filter(group %like% "carbapenem") %>% pull(ab)
AB_CEPHALOSPORINS <- antibiotics %>% filter(group %like% "cephalosporin") %>% pull(ab)
AB_CEPHALOSPORINS_1ST <- antibiotics %>% filter(group %like% "cephalosporin.*1") %>% pull(ab)
AB_CEPHALOSPORINS_2ND <- antibiotics %>% filter(group %like% "cephalosporin.*2") %>% pull(ab)
AB_CEPHALOSPORINS_3RD <- antibiotics %>% filter(group %like% "cephalosporin.*3") %>% pull(ab)
AB_CEPHALOSPORINS_4TH <- antibiotics %>% filter(group %like% "cephalosporin.*4") %>% pull(ab)
AB_CEPHALOSPORINS_5TH <- antibiotics %>% filter(group %like% "cephalosporin.*5") %>% pull(ab)
AB_CEPHALOSPORINS_EXCEPT_CAZ <- AB_CEPHALOSPORINS[AB_CEPHALOSPORINS != "CAZ"]
AB_FLUOROQUINOLONES <- antibiotics %>% filter(atc_group2 %like% "fluoroquinolone" | (group %like% "quinolone" & is.na(atc_group2))) %>% pull(ab)
AB_GLYCOPEPTIDES <- antibiotics %>% filter(group %like% "glycopeptide") %>% pull(ab)
AB_LIPOGLYCOPEPTIDES <- as.ab(c("DAL", "ORI", "TLV")) # dalba/orita/tela
AB_GLYCOPEPTIDES_EXCEPT_LIPO <- AB_GLYCOPEPTIDES[!AB_GLYCOPEPTIDES %in% AB_LIPOGLYCOPEPTIDES]
AB_LINCOSAMIDES <- antibiotics %>% filter(atc_group2 %like% "lincosamide" | (group %like% "lincosamide" & is.na(atc_group2))) %>% pull(ab)
AB_MACROLIDES <- antibiotics %>% filter(atc_group2 %like% "macrolide" | (group %like% "macrolide" & is.na(atc_group2))) %>% pull(ab)
AB_OXAZOLIDINONES <- antibiotics %>% filter(group %like% "oxazolidinone") %>% pull(ab)
AB_PENICILLINS <- antibiotics %>% filter(group %like% "penicillin") %>% pull(ab)
AB_POLYMYXINS <- antibiotics %>% filter(group %like% "polymyxin") %>% pull(ab)
AB_QUINOLONES <- antibiotics %>% filter(group %like% "quinolone") %>% pull(ab)
AB_STREPTOGRAMINS <- antibiotics %>% filter(atc_group2 %like% "streptogramin") %>% pull(ab)
AB_TETRACYCLINES <- antibiotics %>% filter(group %like% "tetracycline") %>% pull(ab)
AB_TETRACYCLINES_EXCEPT_TGC <- AB_TETRACYCLINES[AB_TETRACYCLINES != "TGC"]
AB_TRIMETHOPRIMS <- antibiotics %>% filter(group %like% "trimethoprim") %>% pull(ab)
AB_UREIDOPENICILLINS <- as.ab(c("PIP", "TZP", "AZL", "MEZ"))
AB_BETALACTAMS <- c(AB_PENICILLINS, AB_CEPHALOSPORINS, AB_CARBAPENEMS)
# this will be used for documentation:
DEFINED_AB_GROUPS <- ls(envir = globalenv())
DEFINED_AB_GROUPS <- DEFINED_AB_GROUPS[!DEFINED_AB_GROUPS %in% globalenv_before_ab]
# Export to package as internal data ----
usethis::use_data(eucast_rules_file,
translations_file,
microorganisms.translation,
INTRINSIC_R,
usethis::use_data(EUCAST_RULES_DF,
TRANSLATIONS,
LANGUAGES_SUPPORTED,
# EXAMPLE_ISOLATES,
MO_CONS,
MO_COPS,
AB_lookup,
MO_lookup,
MO.old_lookup,
AMINOGLYCOSIDES,
AMINOPENICILLINS,
CARBAPENEMS,
CEPHALOSPORINS,
CEPHALOSPORINS_1ST,
CEPHALOSPORINS_2ND,
CEPHALOSPORINS_3RD,
CEPHALOSPORINS_EXCEPT_CAZ,
FLUOROQUINOLONES,
LIPOGLYCOPEPTIDES,
GLYCOPEPTIDES,
GLYCOPEPTIDES_EXCEPT_LIPO,
LINCOSAMIDES,
MACROLIDES,
OXAZOLIDINONES,
PENICILLINS,
POLYMYXINS,
STREPTOGRAMINS,
TETRACYCLINES,
TETRACYCLINES_EXCEPT_TGC,
UREIDOPENICILLINS,
BETALACTAMS,
AB_AMINOGLYCOSIDES,
AB_AMINOPENICILLINS,
AB_ANTIFUNGALS,
AB_ANTIMYCOBACTERIALS,
AB_CARBAPENEMS,
AB_CEPHALOSPORINS,
AB_CEPHALOSPORINS_1ST,
AB_CEPHALOSPORINS_2ND,
AB_CEPHALOSPORINS_3RD,
AB_CEPHALOSPORINS_4TH,
AB_CEPHALOSPORINS_5TH,
AB_CEPHALOSPORINS_EXCEPT_CAZ,
AB_FLUOROQUINOLONES,
AB_LIPOGLYCOPEPTIDES,
AB_GLYCOPEPTIDES,
AB_GLYCOPEPTIDES_EXCEPT_LIPO,
AB_LINCOSAMIDES,
AB_MACROLIDES,
AB_OXAZOLIDINONES,
AB_PENICILLINS,
AB_POLYMYXINS,
AB_QUINOLONES,
AB_STREPTOGRAMINS,
AB_TETRACYCLINES,
AB_TETRACYCLINES_EXCEPT_TGC,
AB_TRIMETHOPRIMS,
AB_UREIDOPENICILLINS,
AB_BETALACTAMS,
DEFINED_AB_GROUPS,
internal = TRUE,
overwrite = TRUE,
+1 -1
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9f708801889d2eaf974c6eb85c83a8e7
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+460 -460
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@@ -1,511 +1,511 @@
"ab" "atc" "cid" "name" "group" "atc_group1" "atc_group2" "abbreviations" "synonyms" "oral_ddd" "oral_units" "iv_ddd" "iv_units" "loinc"
"AMA" "J04AA01" 4649 "4-aminosalicylic acid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "c(\"aminopar\", \"aminosalicylic\", \"aminosalicylic acid\", \"aminosalyl\", \"aminox\", \"apacil\", \"deapasil\", \"entepas\", \"ferrosan\", \"gabbropas\", \"helipidyl\", \"hellipidyl\", \"neopasalate\", \"osacyl\", \"pamacyl\", \"pamisyl\", \"paramycin\", \"parasal\", \"parasalicil\", \"parasalindon\", \"pasalon\", \"pasara\", \"pascorbic\", \"pasdium\", \"paser granules\", \"paskalium\", \"pasmed\", \"pasnodia\", \"pasolac\", \"propasa\", \"rezipas\", \"teebacin\", \"wln: zr cq dvq\")" 12 "g" "character(0)"
"FCT" "D01AE21" 3366 "5-fluorocytosine" "Antifungals/antimycotics" "Antifungals for topical use" "Other antifungals for topical use" "c(\"5flc\", \"fcu\", \"fluo\", \"fluy\")" "c(\"alcobon\", \"ancobon\", \"ancotil\", \"ancotyl\", \"flucitosina\", \"flucystine\", \"flucytosin\", \"flucytosine\", \"flucytosinum\", \"flucytosone\", \"fluocytosine\", \"fluorcytosine\")" "c(\"10974-4\", \"23805-5\", \"25142-1\", \"25143-9\", \"3639-2\", \"46218-4\")"
"ACM" 6450012 "Acetylmidecamycin" "Macrolides/lincosamides" "" "" ""
"ASP" 49787020 "Acetylspiramycin" "Macrolides/lincosamides" "" "c(\"acetylspiramycin\", \"foromacidin b\", \"spiramycin ii\")" "character(0)"
"ALS" "J04BA03" 8954 "Aldesulfone sodium" "Other antibacterials" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "" "c(\"adesulfone sodium\", \"aldapsone\", \"aldesulfona sodica\", \"aldesulfone\", \"aldesulfone sodique\", \"aldesulfone sodium\", \"diamidin\", \"diasone\", \"diasone sodium\", \"diazon\", \"novotrone\", \"sodium aldesulphone\", \"sodium sulfoxone\", \"sulfoxone sodium\")" 0.33 "g" "character(0)"
"AMK" "J01GB06" 37768 "Amikacin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"ak\", \"ami\", \"amik\", \"amk\", \"an\")" "c(\"amicacin\", \"amikacillin\", \"amikacin\", \"amikacin base\", \"amikacin dihydrate\", \"amikacin sulfate\", \"amikacina\", \"amikacine\", \"amikacinum\", \"amikavet\", \"amikin\", \"amiklin\", \"amikozit\", \"amukin\", \"arikace\", \"briclin\", \"lukadin\", \"mikavir\", \"pierami\", \"potentox\")" 1 "g" "c(\"13546-7\", \"15098-7\", \"17798-0\", \"31097-9\", \"31098-7\", \"31099-5\", \"3319-1\", \"3320-9\", \"3321-7\", \"35669-1\", \"50802-8\", \"50803-6\", \"56628-1\", \"59378-0\", \"80972-3\")"
"AKF" "Amikacin/fosfomycin" "Aminoglycosides" "" "" ""
"AMX" "J01CA04" 33613 "Amoxicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"ac\", \"amox\", \"amx\")" "c(\"actimoxi\", \"amoclen\", \"amolin\", \"amopen\", \"amopenixin\", \"amoxibiotic\", \"amoxicaps\", \"amoxicilina\", \"amoxicillin\", \"amoxicilline\", \"amoxicillinum\", \"amoxiden\", \"amoxil\", \"amoxivet\", \"amoxy\", \"amoxycillin\", \"anemolin\", \"aspenil\", \"biomox\", \"bristamox\", \"cemoxin\", \"clamoxyl\", \"delacillin\", \"dispermox\", \"efpenix\", \"flemoxin\", \"hiconcil\", \"histocillin\", \"hydroxyampicillin\", \"ibiamox\", \"imacillin\", \"lamoxy\", \"metafarma capsules\", \"metifarma capsules\", \"moxacin\", \"moxatag\", \"ospamox\", \"pamoxicillin\",
"ab" "cid" "name" "group" "atc" "atc_group1" "atc_group2" "abbreviations" "synonyms" "oral_ddd" "oral_units" "iv_ddd" "iv_units" "loinc"
"AMA" 4649 "4-aminosalicylic acid" "Antimycobacterials" "J04AA01" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "c(\"aminopar\", \"aminosalicylic\", \"aminosalicylic acid\", \"aminosalyl\", \"aminox\", \"apacil\", \"deapasil\", \"entepas\", \"ferrosan\", \"gabbropas\", \"helipidyl\", \"hellipidyl\", \"neopasalate\", \"osacyl\", \"pamacyl\", \"pamisyl\", \"paramycin\", \"parasal\", \"parasalicil\", \"parasalindon\", \"pasalon\", \"pasara\", \"pascorbic\", \"pasdium\", \"paser granules\", \"paskalium\", \"pasmed\", \"pasnodia\", \"pasolac\", \"propasa\", \"rezipas\", \"teebacin\", \"wln: zr cq dvq\")" 12 "g" "character(0)"
"FCT" 3366 "5-fluorocytosine" "Antifungals/antimycotics" "D01AE21" "Antifungals for topical use" "Other antifungals for topical use" "c(\"5flc\", \"fcu\", \"fluo\", \"fluy\")" "c(\"alcobon\", \"ancobon\", \"ancotil\", \"ancotyl\", \"flucitosina\", \"flucystine\", \"flucytosin\", \"flucytosine\", \"flucytosinum\", \"flucytosone\", \"fluocytosine\", \"fluorcytosine\")" "c(\"10974-4\", \"23805-5\", \"25142-1\", \"25143-9\", \"3639-2\", \"46218-4\")"
"ACM" 6450012 "Acetylmidecamycin" "Macrolides/lincosamides" "" "" ""
"ASP" 49787020 "Acetylspiramycin" "Macrolides/lincosamides" "" "c(\"acetylspiramycin\", \"foromacidin b\", \"spiramycin ii\")" "character(0)"
"ALS" 8954 "Aldesulfone sodium" "Other antibacterials" "J04BA03" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "" "c(\"adesulfone sodium\", \"aldapsone\", \"aldesulfona sodica\", \"aldesulfone\", \"aldesulfone sodique\", \"aldesulfone sodium\", \"diamidin\", \"diasone\", \"diasone sodium\", \"diazon\", \"novotrone\", \"sodium aldesulphone\", \"sodium sulfoxone\", \"sulfoxone sodium\")" 0.33 "g" "character(0)"
"AMK" 37768 "Amikacin" "Aminoglycosides" "c(\"D06AX12\", \"J01GB06\", \"S01AA21\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"ak\", \"ami\", \"amik\", \"amk\", \"an\")" "c(\"amicacin\", \"amikacillin\", \"amikacin\", \"amikacin base\", \"amikacin dihydrate\", \"amikacin sulfate\", \"amikacina\", \"amikacine\", \"amikacinum\", \"amikavet\", \"amikin\", \"amiklin\", \"amikozit\", \"amukin\", \"arikace\", \"briclin\", \"lukadin\", \"mikavir\", \"pierami\", \"potentox\")" 1 "g" "c(\"13546-7\", \"15098-7\", \"17798-0\", \"31097-9\", \"31098-7\", \"31099-5\", \"3319-1\", \"3320-9\", \"3321-7\", \"35669-1\", \"50802-8\", \"50803-6\", \"56628-1\", \"59378-0\", \"80972-3\")"
"AKF" "Amikacin/fosfomycin" "Aminoglycosides" "" "" ""
"AMX" 33613 "Amoxicillin" "Beta-lactams/penicillins" "J01CA04" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"ac\", \"amox\", \"amx\")" "c(\"actimoxi\", \"amoclen\", \"amolin\", \"amopen\", \"amopenixin\", \"amoxibiotic\", \"amoxicaps\", \"amoxicilina\", \"amoxicillin\", \"amoxicilline\", \"amoxicillinum\", \"amoxiden\", \"amoxil\", \"amoxivet\", \"amoxy\", \"amoxycillin\", \"anemolin\", \"aspenil\", \"biomox\", \"bristamox\", \"cemoxin\", \"clamoxyl\", \"delacillin\", \"dispermox\", \"efpenix\", \"flemoxin\", \"hiconcil\", \"histocillin\", \"hydroxyampicillin\", \"ibiamox\", \"imacillin\", \"lamoxy\", \"metafarma capsules\", \"metifarma capsules\", \"moxacin\", \"moxatag\", \"ospamox\", \"pamoxicillin\",
\"piramox\", \"robamox\", \"sawamox pm\", \"tolodina\", \"unicillin\", \"utimox\", \"vetramox\")" 1.5 "g" 3 "g" "c(\"16365-9\", \"25274-2\", \"3344-9\", \"80133-2\")"
"AMC" "J01CR02" 23665637 "Amoxicillin/clavulanic acid" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"a/c\", \"amcl\", \"aml\", \"aug\", \"xl\")" "c(\"amocla\", \"amoclan\", \"amoclav\", \"amoxsiklav\", \"augmentan\", \"augmentin\", \"augmentin xr\", \"augmentine\", \"auspilic\", \"clamentin\", \"clamobit\", \"clavamox\", \"clavinex\", \"clavoxilin plus\", \"clavulin\", \"clavumox\", \"coamoxiclav\", \"eumetinex\", \"kmoxilin\", \"spectramox\", \"spektramox\", \"viaclav\", \"xiclav\")" 1.5 "g" 3 "g" "character(0)"
"AXS" 465441 "Amoxicillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"AMB" "J02AA01" 5280965 "Amphotericin B" "Antifungals/antimycotics" "Antimycotics for systemic use" "Antibiotics" "c(\"amf\", \"amfb\", \"amph\")" "c(\"abelcet\", \"abelecet\", \"ambisome\", \"amfotericina b\", \"amphocin\", \"amphomoronal\", \"amphortericin b\", \"amphotec\", \"amphotericin\", \"amphotericin b\", \"amphotericine b\", \"amphotericinum b\", \"amphozone\", \"anfotericine b\", \"fungilin\", \"fungisome\", \"fungisone\", \"fungizone\", \"halizon\")" 35 "mg" "c(\"16370-9\", \"3353-0\", \"3354-8\", \"40707-2\", \"40757-7\", \"49859-2\")"
"AMH" "Amphotericin B-high" "Aminoglycosides" "c(\"amfo b high\", \"amhl\", \"ampho b high\", \"amphotericin high\")" "" ""
"AMP" "J01CA01" 6249 "Ampicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"am\", \"amp\", \"ampi\")" "c(\"acillin\", \"adobacillin\", \"amblosin\", \"amcill\", \"amfipen\", \"amfipen v\", \"amipenix s\", \"ampichel\", \"ampicil\", \"ampicilina\", \"ampicillin\", \"ampicillin a\", \"ampicillin acid\", \"ampicillin anhydrate\", \"ampicillin anhydrous\", \"ampicillin base\", \"ampicillin sodium\", \"ampicillina\", \"ampicilline\", \"ampicillinum\", \"ampicin\", \"ampifarm\", \"ampikel\", \"ampimed\", \"ampipenin\", \"ampiscel\", \"ampisyn\", \"ampivax\", \"ampivet\", \"amplacilina\", \"amplin\", \"amplipenyl\", \"amplisom\", \"amplital\", \"anhydrous ampicillin\", \"austrapen\",
"AMC" 23665637 "Amoxicillin/clavulanic acid" "Beta-lactams/penicillins" "J01CR02" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"a/c\", \"amcl\", \"aml\", \"aug\", \"xl\")" "c(\"amocla\", \"amoclan\", \"amoclav\", \"amoxsiklav\", \"augmentan\", \"augmentin\", \"augmentin xr\", \"augmentine\", \"auspilic\", \"clamentin\", \"clamobit\", \"clavamox\", \"clavinex\", \"clavoxilin plus\", \"clavulin\", \"clavumox\", \"coamoxiclav\", \"eumetinex\", \"kmoxilin\", \"spectramox\", \"spektramox\", \"viaclav\", \"xiclav\")" 1.5 "g" 3 "g" "character(0)"
"AXS" 465441 "Amoxicillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"AMB" 5280965 "Amphotericin B" "Antifungals/antimycotics" "c(\"A01AB04\", \"A07AA07\", \"G01AA03\", \"J02AA01\")" "Antimycotics for systemic use" "Antibiotics" "c(\"amf\", \"amfb\", \"amph\")" "c(\"abelcet\", \"abelecet\", \"ambisome\", \"amfotericina b\", \"amphocin\", \"amphomoronal\", \"amphortericin b\", \"amphotec\", \"amphotericin\", \"amphotericin b\", \"amphotericine b\", \"amphotericinum b\", \"amphozone\", \"anfotericine b\", \"fungilin\", \"fungisome\", \"fungisone\", \"fungizone\", \"halizon\")" 40 "mg" 35 "mg" "c(\"16370-9\", \"3353-0\", \"3354-8\", \"40707-2\", \"40757-7\", \"49859-2\")"
"AMH" "Amphotericin B-high" "Aminoglycosides" "c(\"amfo b high\", \"amhl\", \"ampho b high\", \"amphotericin high\")" "" ""
"AMP" 6249 "Ampicillin" "Beta-lactams/penicillins" "c(\"J01CA01\", \"S01AA19\")" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"am\", \"amp\", \"ampi\")" "c(\"acillin\", \"adobacillin\", \"amblosin\", \"amcill\", \"amfipen\", \"amfipen v\", \"amipenix s\", \"ampichel\", \"ampicil\", \"ampicilina\", \"ampicillin\", \"ampicillin a\", \"ampicillin acid\", \"ampicillin anhydrate\", \"ampicillin anhydrous\", \"ampicillin base\", \"ampicillin sodium\", \"ampicillina\", \"ampicilline\", \"ampicillinum\", \"ampicin\", \"ampifarm\", \"ampikel\", \"ampimed\", \"ampipenin\", \"ampiscel\", \"ampisyn\", \"ampivax\", \"ampivet\", \"amplacilina\", \"amplin\", \"amplipenyl\", \"amplisom\", \"amplital\", \"anhydrous ampicillin\", \"austrapen\",
\"binotal\", \"bonapicillin\", \"britacil\", \"campicillin\", \"copharcilin\", \"delcillin\", \"deripen\", \"divercillin\", \"doktacillin\", \"duphacillin\", \"grampenil\", \"guicitrina\", \"guicitrine\", \"lifeampil\", \"marcillin\", \"morepen\", \"norobrittin\", \"nuvapen\", \"olin kid\", \"omnipen\", \"orbicilina\", \"pen a oral\", \"pen ampil\", \"penbristol\", \"penbritin\", \"penbritin paediatric\", \"penbritin syrup\", \"penbrock\", \"penicline\", \"penimic\", \"pensyn\", \"pentrex\", \"pentrexl\", \"pentrexyl\", \"pentritin\", \"pfizerpen a\", \"polycillin\", \"polyflex\",
\"ponecil\", \"princillin\", \"principen\", \"qidamp\", \"racenacillin\", \"rosampline\", \"roscillin\", \"semicillin\", \"semicillin r\", \"servicillin\", \"sumipanto\", \"synpenin\", \"texcillin\", \"tokiocillin\", \"tolomol\", \"totacillin\", \"totalciclina\", \"totapen\", \"trifacilina\", \"ukapen\", \"ultrabion\", \"ultrabron\", \"vampen\", \"viccillin\", \"viccillin s\", \"vidocillin\", \"wypicil\")" 2 "g" 6 "g" "c(\"21066-6\", \"3355-5\", \"33562-0\", \"33919-2\", \"43883-8\", \"43884-6\", \"87604-5\")"
"SAM" "J01CR01" 119561 "Ampicillin/sulbactam" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"a/s\", \"ab\", \"ams\", \"amsu\", \"apsu\", \"sam\")" "" 6 "g" ""
"AMR" 73341 "Amprolium" "Other antibacterials" "" "c(\"amprocidum\", \"amprolio\", \"amprolium\", \"amprovine\")" "character(0)"
"ANI" "J02AX06" 166548 "Anidulafungin" "Antifungals/antimycotics" "Antimycotics for systemic use" "Other antimycotics for systemic use" "anid" "c(\"anidulafungin\", \"anidulafungina\", \"anidulafungine\", \"anidulafunginum\", \"ecalta\", \"eraxis\")" 0.1 "g" "58420-1"
"APL" 6602341 "Apalcillin" "Beta-lactams/penicillins" "" "c(\"apalcilina\", \"apalcillin\", \"apalcilline\", \"apalcillinum\")" "character(0)"
"APR" 3081545 "Apramycin" "Aminoglycosides" "" "c(\"ambylan\", \"apralan\", \"apramicina\", \"apramycin\", \"apramycine\", \"apramycinum\", \"nebramycin ii\")" "character(0)"
"ARB" 68682 "Arbekacin" "Aminoglycosides" "" "c(\"arbekacin\", \"arbekacina\", \"arbekacine\", \"arbekacini sulfas\", \"arbekacinum\", \"habekacin\", \"haberacin\")" "character(0)"
"APX" 71961 "Aspoxicillin" "Beta-lactams/penicillins" "" "c(\"aspoxicilina\", \"aspoxicillan\", \"aspoxicillin\", \"aspoxicilline\", \"aspoxicillinum\")" "character(0)"
"AST" 5284517 "Astromicin" "Aminoglycosides" "" "c(\"astromicin\", \"astromicin a\", \"astromicina\", \"astromicine\", \"astromicinum\", \"fortimicin a\")" "character(0)"
"AVB" 9835049 "Avibactam" "Beta-lactams/penicillins" "" "c(\"avibactam\", \"avibactam free acid\")" "character(0)"
"AVI" 71674 "Avilamycin" "Other antibacterials" "" "c(\"avilamycin\", \"avilamycina\", \"avilamycine\", \"avilamycinum\", \"surmax\")" "character(0)"
"AVO" 16131159 "Avoparcin" "Glycopeptides" "" "" ""
"AZD" "J01CE04" 15574941 "Azidocillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"azidocilina\", \"azidocillin\", \"azidocillina\", \"azidocilline\", \"azidocillinum\")" 1.5 "g" "character(0)"
"AZM" "J01FA10" 447043 "Azithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"az\", \"azi\", \"azit\", \"azm\")" "c(\"aritromicina\", \"azasite\", \"azenil\", \"azifast\", \"azigram\", \"azimakrol\", \"azithramycine\", \"azithromycin\", \"azithromycine\", \"azithromycinum\", \"azitrocin\", \"azitromax\", \"azitromicina\", \"azitromicine\", \"azitromin\", \"aziwok\", \"aztrin\", \"azyter\", \"azythromycin\", \"hemomycin\", \"misultina\", \"mixoterin\", \"setron\", \"sumamed\", \"tromix\", \"trulimax\", \"zentavion\", \"zithrax\", \"zithromac\", \"zithromax\", \"zithromax iv\", \"zithromycin\", \"zitrim\", \"zitromax\", \"zitrotek\", \"zmax sr\")" 0.3 "g" 0.5 "g" "c(\"16420-2\", \"25233-8\")"
"AZL" "J01CA09" 6479523 "Azlocillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"az\", \"azl\", \"azlo\")" "" 12 "g" ""
"ATM" "J01DF01" 5742832 "Aztreonam" "Beta-lactams/penicillins" "Other beta-lactam antibacterials" "Monobactams" "c(\"at\", \"atm\", \"azm\", \"azt\", \"aztr\")" "c(\"azactam\", \"azetreonam\", \"azthreonam\", \"aztreonam\", \"primbactam\")" 4 "g" "c(\"16423-6\", \"25234-6\", \"3369-6\")"
"AZA" "Aztreonam/avibactam" "Beta-lactams/penicillins" "" "" ""
"BAM" "J01CA06" 441397 "Bacampicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"bacampicilina\", \"bacampicillin\", \"bacampicilline\", \"bacampicillinum\", \"penglobe\")" 1.2 "g" "character(0)"
"BAC" "R02AB04" 78358334 "Bacitracin zinc" "Other antibacterials" "baci" "" ""
"BDQ" 5388906 "Bedaquiline" "Other antibacterials" "" "c(\"bedaquiline\", \"sirturo\")" "80637-2"
"BEK" 439318 "Bekanamycin" "Aminoglycosides" "" "c(\"aminodeoxykanamycin\", \"becanamicina\", \"bekanamycin\", \"bekanamycine\", \"bekanamycinum\", \"nebramycin v\")" "character(0)"
"BNB" "J01CE08" "Benzathine benzylpenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "" 3.6 "g" ""
"BNP" "J01CE10" 64725 "Benzathine phenoxymethylpenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"bicillin v\", \"biphecillin\")" 2 "g" "character(0)"
"PEN" "J01CE01" 5904 "Benzylpenicillin" "Beta-lactams/penicillins" "Combinations of antibacterials" "Combinations of antibacterials" "c(\"bepe\", \"pen\", \"peni\", \"peni g\", \"penicillin\", \"penicillin g\", \"pg\")" "c(\"abbocillin\", \"ayercillin\", \"bencilpenicilina\", \"benzopenicillin\", \"benzyl penicillin\", \"benzylpenicillin\", \"benzylpenicillin g\", \"benzylpenicilline\", \"benzylpenicillinum\", \"bicillin\", \"cillora\", \"cilloral\", \"cilopen\", \"compocillin g\", \"cosmopen\", \"dropcillin\", \"free penicillin g\", \"free penicillin ii\", \"galofak\", \"gelacillin\", \"liquacillin\", \"megacillin\", \"pencillin g\", \"penicillin\", \"penicilling\", \"pentids\", \"permapen\", \"pfizerpen\", \"pfizerpen g\", \"pharmacillin\", \"pradupen\", \"specilline g\", \"ursopen\"
"SAM" 119561 "Ampicillin/sulbactam" "Beta-lactams/penicillins" "J01CR01" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"a/s\", \"ab\", \"ams\", \"amsu\", \"apsu\", \"sam\")" "" 6 "g" ""
"AMR" 73341 "Amprolium" "Other antibacterials" "" "c(\"amprocidum\", \"amprolio\", \"amprolium\", \"amprovine\")" "character(0)"
"ANI" 166548 "Anidulafungin" "Antifungals/antimycotics" "J02AX06" "Antimycotics for systemic use" "Other antimycotics for systemic use" "anid" "c(\"anidulafungin\", \"anidulafungina\", \"anidulafungine\", \"anidulafunginum\", \"ecalta\", \"eraxis\")" 0.1 "g" "58420-1"
"APL" 6602341 "Apalcillin" "Beta-lactams/penicillins" "" "c(\"apalcilina\", \"apalcillin\", \"apalcilline\", \"apalcillinum\")" "character(0)"
"APR" 3081545 "Apramycin" "Aminoglycosides" "" "c(\"ambylan\", \"apralan\", \"apramicina\", \"apramycin\", \"apramycine\", \"apramycinum\", \"nebramycin ii\")" "character(0)"
"ARB" 68682 "Arbekacin" "Aminoglycosides" "J01GB12" "" "c(\"arbekacin\", \"arbekacina\", \"arbekacine\", \"arbekacini sulfas\", \"arbekacinum\", \"habekacin\", \"haberacin\")" 0.2 "g" "character(0)"
"APX" 71961 "Aspoxicillin" "Beta-lactams/penicillins" "J01CA19" "" "c(\"aspoxicilina\", \"aspoxicillan\", \"aspoxicillin\", \"aspoxicilline\", \"aspoxicillinum\")" 4 "g" "character(0)"
"AST" 5284517 "Astromicin" "Aminoglycosides" "" "c(\"astromicin\", \"astromicin a\", \"astromicina\", \"astromicine\", \"astromicinum\", \"fortimicin a\")" "character(0)"
"AVB" 9835049 "Avibactam" "Beta-lactams/penicillins" "" "c(\"avibactam\", \"avibactam free acid\")" "character(0)"
"AVI" 71674 "Avilamycin" "Other antibacterials" "" "c(\"avilamycin\", \"avilamycina\", \"avilamycine\", \"avilamycinum\", \"surmax\")" "character(0)"
"AVO" 16131159 "Avoparcin" "Glycopeptides" "" "" ""
"AZD" 15574941 "Azidocillin" "Beta-lactams/penicillins" "J01CE04" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"azidocilina\", \"azidocillin\", \"azidocillina\", \"azidocilline\", \"azidocillinum\")" 1.5 "g" "character(0)"
"AZM" 447043 "Azithromycin" "Macrolides/lincosamides" "c(\"J01FA10\", \"S01AA26\")" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"az\", \"azi\", \"azit\", \"azm\")" "c(\"aritromicina\", \"azasite\", \"azenil\", \"azifast\", \"azigram\", \"azimakrol\", \"azithramycine\", \"azithromycin\", \"azithromycine\", \"azithromycinum\", \"azitrocin\", \"azitromax\", \"azitromicina\", \"azitromicine\", \"azitromin\", \"aziwok\", \"aztrin\", \"azyter\", \"azythromycin\", \"hemomycin\", \"misultina\", \"mixoterin\", \"setron\", \"sumamed\", \"tromix\", \"trulimax\", \"zentavion\", \"zithrax\", \"zithromac\", \"zithromax\", \"zithromax iv\", \"zithromycin\", \"zitrim\", \"zitromax\", \"zitrotek\", \"zmax sr\")" 0.3 "g" 0.5 "g" "c(\"16420-2\", \"25233-8\")"
"AZL" 6479523 "Azlocillin" "Beta-lactams/penicillins" "J01CA09" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"az\", \"azl\", \"azlo\")" "" 12 "g" ""
"ATM" 5742832 "Aztreonam" "Beta-lactams/penicillins" "J01DF01" "Other beta-lactam antibacterials" "Monobactams" "c(\"at\", \"atm\", \"azm\", \"azt\", \"aztr\")" "c(\"azactam\", \"azetreonam\", \"azthreonam\", \"aztreonam\", \"primbactam\")" 4 "g" "c(\"16423-6\", \"25234-6\", \"3369-6\")"
"AZA" "Aztreonam/avibactam" "Beta-lactams/penicillins" "" "" ""
"BAM" 441397 "Bacampicillin" "Beta-lactams/penicillins" "J01CA06" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"bacampicilina\", \"bacampicillin\", \"bacampicilline\", \"bacampicillinum\", \"penglobe\")" 1.2 "g" "character(0)"
"BAC" 78358334 "Bacitracin zinc" "Other antibacterials" "R02AB04" "baci" "" ""
"BDQ" 5388906 "Bedaquiline" "Other antibacterials" "J04AK05" "" "c(\"bedaquiline\", \"sirturo\")" 86 "mg" "80637-2"
"BEK" 439318 "Bekanamycin" "Aminoglycosides" "J01GB13" "" "c(\"aminodeoxykanamycin\", \"becanamicina\", \"bekanamycin\", \"bekanamycine\", \"bekanamycinum\", \"nebramycin v\")" 0.6 "g" "character(0)"
"BNB" "Benzathine benzylpenicillin" "Beta-lactams/penicillins" "J01CE08" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "" 3.6 "g" ""
"BNP" 64725 "Benzathine phenoxymethylpenicillin" "Beta-lactams/penicillins" "J01CE10" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"bicillin v\", \"biphecillin\")" 2 "g" "character(0)"
"PEN" 5904 "Benzylpenicillin" "Beta-lactams/penicillins" "c(\"J01CE01\", \"S01AA14\")" "Combinations of antibacterials" "Combinations of antibacterials" "c(\"bepe\", \"pen\", \"peni\", \"peni g\", \"penicillin\", \"penicillin g\", \"pg\")" "c(\"abbocillin\", \"ayercillin\", \"bencilpenicilina\", \"benzopenicillin\", \"benzyl penicillin\", \"benzylpenicillin\", \"benzylpenicillin g\", \"benzylpenicilline\", \"benzylpenicillinum\", \"bicillin\", \"cillora\", \"cilloral\", \"cilopen\", \"compocillin g\", \"cosmopen\", \"dropcillin\", \"free penicillin g\", \"free penicillin ii\", \"galofak\", \"gelacillin\", \"liquacillin\", \"megacillin\", \"pencillin g\", \"penicillin\", \"penicilling\", \"pentids\", \"permapen\", \"pfizerpen\", \"pfizerpen g\", \"pharmacillin\", \"pradupen\", \"specilline g\", \"ursopen\"
)" 3.6 "g" "3913-1"
"BES" 10178705 "Besifloxacin" "Quinolones" "" "besifloxacin" "character(0)"
"BIA" 71339 "Biapenem" "Carbapenems" "" "c(\"biapenem\", \"biapenern\", \"bipenem\", \"omegacin\")" "character(0)"
"BCZ" 65807 "Bicyclomycin (Bicozamycin)" "Other antibacterials" "" "c(\"aizumycin\", \"bacfeed\", \"bacteron\", \"bicozamicina\", \"bicozamycin\", \"bicozamycine\", \"bicozamycinum\")" "character(0)"
"BDP" "J01EA02" 68760 "Brodimoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Trimethoprim and derivatives" "" "c(\"brodimoprim\", \"brodimoprima\", \"brodimoprime\", \"brodimoprimum\", \"bromdimoprim\", \"hyprim\", \"unitrim\")" 0.2 "g" "character(0)"
"BUT" 47472 "Butoconazole" "Antifungals/antimycotics" "" "c(\"butaconazole\", \"butoconazol\", \"butoconazole\", \"butoconazolum\", \"compositenstarke\", \"dahlin\", \"femstat\", \"gynofort\", \"polyfructosanum\")" "character(0)"
"CDZ" "J01DD09" 44242317 "Cadazolid" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "cadazolid" 2 "g" "character(0)"
"CLA" "J04AA03" "Calcium aminosalicylate" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "" 15 ""
"CAP" "J04AB30" 135565060 "Capreomycin" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Antibiotics" "c(\"\", \"capr\")" "" 1 "g" ""
"CRB" "J01CA03" 20824 "Carbenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"bar\", \"carb\", \"cb\")" "c(\"anabactyl\", \"carbenicilina\", \"carbenicillin\", \"carbenicillina\", \"carbenicilline\", \"carbenicillinum\", \"geopen\", \"pyopen\")" 12 "g" "3434-8"
"CRN" "J01CA05" 93184 "Carindacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"carindacilina\", \"carindacillin\", \"carindacilline\", \"carindacillinum\")" 4 "g" "character(0)"
"CAR" 6540466 "Carumonam" "Other antibacterials" "" "c(\"carumonam\", \"carumonamum\")" "character(0)"
"CAS" "J02AX04" 2826718 "Caspofungin" "Antifungals/antimycotics" "Antimycotics for systemic use" "Other antimycotics for systemic use" "casp" "c(\"cancidas\", \"capsofungin\", \"caspofungin\")" 50 "mg" "58419-3"
"CAC" "J01DB10" 91562 "Cefacetrile" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefacetril\", \"cefacetrile\", \"cefacetrilo\", \"cefacetrilum\", \"celospor\", \"celtol\", \"cephacetrile\", \"cristacef\", \"vetrimast\")" "character(0)"
"CEC" "J01DC04" 51039 "Cefaclor" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"ccl\", \"cec\", \"cf\", \"cfac\", \"cfc\", \"cfcl\", \"cfr\", \"fac\")" "c(\"alenfral\", \"alfacet\", \"ceclor\", \"ceclor cd\", \"cefaclor\", \"cefaclor anhydrous\", \"cefaclor monohydrate\", \"cefacloro\", \"cefaclorum\", \"cefeaclor\", \"cephaclor\", \"dystaclor mr\", \"keflor\", \"kefral\", \"raniclor\")" 1 "g" "c(\"16564-7\", \"21149-0\")"
"CFR" "J01DB05" 47965 "Cefadroxil" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfdx\", \"cfr\", \"fad\")" "c(\"cefadrops\", \"cefadroxil\", \"cefadroxil anhydrous\", \"cefadroxilo\", \"cefadroxilum\", \"cefradroxil\", \"cephadroxil\", \"duricef\", \"sumacef\", \"ultracef\")" 2 "g" "16565-4"
"RID" "J01DB02" 5773 "Cefaloridine" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "cefa" "c(\"aliporina\", \"ampligram\", \"cefaloridin\", \"cefaloridina\", \"cefaloridine\", \"cefaloridinum\", \"cefalorizin\", \"ceflorin\", \"cepaloridin\", \"cepalorin\", \"cephalomycine\", \"cephaloridin\", \"cephaloridine\", \"cephaloridinum\", \"ceporan\", \"ceporin\", \"ceporine\", \"cilifor\", \"deflorin\", \"faredina\", \"floridin\", \"glaxoridin\", \"intrasporin\", \"keflodin\", \"keflordin\", \"kefloridin\", \"kefspor\", \"lloncefal\", \"loridine\", \"sasperin\", \"sefacin\", \"verolgin\", \"vioviantine\")" 3 "g" "character(0)"
"MAN" "J01DC03" 456255 "Cefamandole" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfam\", \"cfmn\")" "c(\"cefadole\", \"cefamandol\", \"cefamandole\", \"cefamandolum\", \"cephadole\", \"cephamandole\", \"kefamandol\", \"kefdole\", \"mancef\")" 6 "g" "3441-3"
"CTZ" "J01DB07" 6410758 "Cefatrizine" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"bricef\", \"cefatrix\", \"cefatrizine\", \"cefatrizino\", \"cefatrizinum\", \"cepticol\", \"cetrazil\", \"latocef\", \"orosporina\", \"trizina\")" 1 "g" "character(0)"
"CZD" "J01DB06" 71736 "Cefazedone" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefazedon\", \"cefazedona\", \"cefazedone\", \"cefazedone acid\", \"cefazedonum\", \"refosporen\", \"refosporene\", \"refosporin\")" 3 "g" "character(0)"
"CZO" "J01DB04" 33255 "Cefazolin" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfz\", \"cfzl\", \"cz\", \"czol\", \"faz\", \"kz\")" "c(\"atirin\", \"cefamezin\", \"cefamezine\", \"cefazina\", \"cefazolin\", \"cefazolin acid\", \"cefazolina\", \"cefazoline\", \"cefazolinum\", \"cephamezine\", \"cephazolidin\", \"cephazolin\", \"cephazoline\", \"elzogram\", \"firmacef\", \"kefzol\", \"liviclina\", \"totacef\")" 3 "g" "c(\"16566-2\", \"25235-3\", \"3442-1\", \"3443-9\", \"80962-4\")"
"CFB" 127527 "Cefbuperazone" "Other antibacterials" "" "c(\"cefbuperazona\", \"cefbuperazone\", \"cefbuperazonum\", \"cefbuperzaone\", \"cerbuperazone\", \"tomiporan\")" "character(0)"
"CCP" 6436055 "Cefcapene" "Cephalosporins (3rd gen.)" "" "c(\"cefcamate\", \"cefcapene\")" "character(0)"
"CCX" 5282438 "Cefcapene pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefcamate pivoxil\", \"cefcapene piroxil\")" "character(0)"
"CDR" "J01DD15" 6915944 "Cefdinir" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cd\", \"cdn\", \"cdr\", \"cfd\", \"din\")" "c(\"cefdinir\", \"cefdinirum\", \"cefdinyl\", \"cefdirnir\", \"ceftinex\", \"cefzon\", \"omnicef\")" 0.6 "g" "character(0)"
"DIT" "J01DD16" 9870843 "Cefditoren" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "cdn" "cefditoren" 0.4 "g" "character(0)"
"DIX" 6437877 "Cefditoren pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefditoren\", \"cefditoren pi voxil\", \"cefditoren pivoxil\", \"cefditorin\", \"cefditorin pivoxil\", \"meiact\", \"spectracef\")" "character(0)"
"FEP" "J01DE01" 5479537 "Cefepime" "Cephalosporins (4th gen.)" "Other beta-lactam antibacterials" "Fourth-generation cephalosporins" "c(\"cfep\", \"cfpi\", \"cpe\", \"cpm\", \"fep\", \"pm\", \"xpm\")" "c(\"axepim\", \"cefepima\", \"cefepime\", \"cefepimum\", \"cepimax\", \"cepimex\", \"maxcef\", \"maxipime\")" 4 "g" "38363-8"
"CPC" 9567559 "Cefepime/clavulanic acid" "Cephalosporins (4th gen.)" "c(\"cicl\", \"xpml\")" "" ""
"FPT" 9567558 "Cefepime/tazobactam" "Cephalosporins (4th gen.)" "" "" ""
"FPZ" "Cefepime/zidebactam" "Other antibacterials" "" "" ""
"CAT" "J01DD10" 5487888 "Cefetamet" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefetamet\", \"cefetametum\", \"cepime o\", \"deacetoxycefotaxime\")" 1 "g" "character(0)"
"CPI" 5486182 "Cefetamet pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefetamet pivoxyl\", \"globocef\")" "character(0)"
"CCL" 71719688 "Cefetecol (Cefcatacol)" "Cephalosporins (4th gen.)" "" "" ""
"CZL" 193956 "Cefetrizole" "Cephalosporins (unclassified gen.)" "" "c(\"cefetrizole\", \"cefetrizolum\")" "character(0)"
"FDC" 77843966 "Cefiderocol" "Other antibacterials" "" "cefiderocol" "character(0)"
"CFM" "J01DD08" 5362065 "Cefixime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfe\", \"cfix\", \"cfxm\", \"dcfm\", \"fix\", \"ix\")" "c(\"cefixim\", \"cefixima\", \"cefixime\", \"cefixime anhydrous\", \"cefiximum\", \"cefixoral\", \"cefspan\", \"cephoral\", \"denvar\", \"necopen\", \"suprax\", \"tricef\", \"unixime\")" 0.4 "g" "c(\"16567-0\", \"25236-1\")"
"CMX" "J01DD05" 9570757 "Cefmenoxime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"bestron\", \"cefmax\", \"cefmenoxima\", \"cefmenoxime\", \"cefmenoximum\")" 2 "g" "character(0)"
"CMZ" "J01DC09" 42008 "Cefmetazole" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefmetazole\", \"cefmetazolo\", \"cefmetazolum\")" 4 "g" "character(0)"
"CNX" 71141 "Cefminox" "Other antibacterials" "" "c(\"cefminox\", \"cefminoxum\")" "character(0)"
"DIZ" "J01DD09" 5361871 "Cefodizime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefodizima\", \"cefodizime\", \"cefodizime acid\", \"cefodizimum\", \"cefodizme\", \"diezime\", \"modivid\", \"neucef\", \"timecef\")" 2 "g" "character(0)"
"CID" "J01DC06" 43594 "Cefonicid" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefonicid\", \"cefonicido\", \"cefonicidum\", \"monocef\")" 1 "g" "c(\"25237-9\", \"3444-7\")"
"CFP" "J01DD12" 44187 "Cefoperazone" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfp\", \"cfpz\", \"cp\", \"cpz\", \"fop\", \"per\")" "c(\"bioperazone\", \"cefobid\", \"cefoperazine\", \"cefoperazon\", \"cefoperazone\", \"cefoperazone acid\", \"cefoperazono\", \"cefoperazonum\", \"cefozon\", \"medocef\", \"myticef\", \"pathozone\", \"peracef\")" 4 "g" "3445-4"
"CSL" "J01DD62" "Cefoperazone/sulbactam" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "" 4 "g" ""
"CND" "J01DC11" 43507 "Ceforanide" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"ceforanide\", \"ceforanido\", \"ceforanidum\", \"precef\", \"radacef\")" 4 "g" "character(0)"
"CSE" 9830519 "Cefoselis" "Cephalosporins (4th gen.)" "" "c(\"cefoselis\", \"cefoselis sulfate\", \"winsef\")" "character(0)"
"CTX" "J01DD01" 5742673 "Cefotaxime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfot\", \"cft\", \"cftx\", \"ct\", \"ctx\", \"fot\", \"tax\", \"xct\")" "c(\"cefotaxim\", \"cefotaxim hikma\", \"cefotaxima\", \"cefotaxime\", \"cefotaxime acid\", \"cefotaximum\", \"cephotaxime\", \"claforan\", \"omnatax\")" 4 "g" "c(\"25238-7\", \"3446-2\", \"80961-6\")"
"CTC" 9575353 "Cefotaxime/clavulanic acid" "Cephalosporins (3rd gen.)" "c(\"cxcl\", \"xctl\")" "" ""
"CTS" 9574753 "Cefotaxime/sulbactam" "Cephalosporins (3rd gen.)" "" "" ""
"CTT" "J01DC05" 53025 "Cefotetan" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cftt\", \"cn\", \"cte\", \"ctn\", \"ctt\", \"tans\")" "c(\"apacef\", \"cefotetan\", \"cefotetan free acid\", \"cefotetanum\")" 4 "g" "c(\"25239-5\", \"3447-0\")"
"CTF" "J01DC07" 43708 "Cefotiam" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefotiam\", \"cefotiam?\", \"cefotiamum\", \"ceradolan\", \"ceradon\", \"haloapor\")" 1.2 "g" 4 "g" "character(0)"
"CHE" 125846 "Cefotiam hexetil" "Cephalosporins (3rd gen.)" "" "c(\"cefotiam cilexetil\", \"pansporin t\")" "character(0)"
"FOV" 9578573 "Cefovecin" "Cephalosporins (3rd gen.)" "" "" ""
"FOX" "J01DC01" 441199 "Cefoxitin" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfox\", \"cfx\", \"cfxt\", \"cx\", \"fox\", \"fx\")" "c(\"cefoxitin\", \"cefoxitina\", \"cefoxitine\", \"cefoxitinum\", \"cefoxotin\", \"cephoxitin\", \"mefoxin\", \"mefoxitin\", \"rephoxitin\")" 6 "g" "c(\"25240-3\", \"3448-8\")"
"FOX1" "Cefoxitin screening" "Cephalosporins (2nd gen.)" "cfsc" "" ""
"ZOP" 9571080 "Cefozopran" "Cephalosporins (4th gen.)" "" "cefozopran" "character(0)"
"CFZ" 68597 "Cefpimizole" "Cephalosporins (3rd gen.)" "" "c(\"cefpimizol\", \"cefpimizole\", \"cefpimizole sodium\", \"cefpimizolum\")" "character(0)"
"CPM" "J01DD11" 636405 "Cefpiramide" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefpiramide\", \"cefpiramide acid\", \"cefpiramido\", \"cefpiramidum\")" 2 "g" "character(0)"
"CPO" "J01DE02" 5479539 "Cefpirome" "Cephalosporins (4th gen.)" "Other beta-lactam antibacterials" "Fourth-generation cephalosporins" "c(\"\", \"cfpr\")" "c(\"broact\", \"cefpiroma\", \"cefpirome\", \"cefpiromum\", \"cefrom\", \"cerfpirome\", \"keiten\")" 4 "g" "character(0)"
"CPD" "J01DD13" 6335986 "Cefpodoxime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfpd\", \"cfpo\", \"cpd\", \"pod\", \"px\")" "c(\"cefpodoxim acid\", \"cefpodoxima\", \"cefpodoxime\", \"cefpodoxime acid\", \"cefpodoximum\", \"epoxim\")" 0.4 "g" "25241-1"
"CPX" 6526396 "Cefpodoxime proxetil" "Cephalosporins (3rd gen.)" "" "c(\"cefodox\", \"cefoprox\", \"cefpodoxime proxetil\", \"cepodem\", \"orelox\", \"otreon\", \"podomexef\", \"simplicef\", \"vantin\")" "character(0)"
"CDC" "Cefpodoxime/clavulanic acid" "Cephalosporins (3rd gen.)" "c(\"\", \"cecl\")" "" ""
"CPR" "J01DC10" 5281006 "Cefprozil" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cpr\", \"cpz\", \"fp\")" "c(\"arzimol\", \"brisoral\", \"cefprozil\", \"cefprozil anhydrous\", \"cefprozil hydrate\", \"cefprozilo\", \"cefprozilum\", \"cefzil\", \"cronocef\", \"procef\", \"serozil\")" 1 "g" "character(0)"
"CEQ" 5464355 "Cefquinome" "Cephalosporins (4th gen.)" "" "c(\"cefquinoma\", \"cefquinome\", \"cefquinomum\", \"cobactan\")" "character(0)"
"CRD" "J01DB11" 5284529 "Cefroxadine" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefroxadine\", \"cefroxadino\", \"cefroxadinum\")" 2.1 "character(0)"
"CFS" "J01DD03" 656575 "Cefsulodin" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfsl\", \"cfsu\")" "c(\"cefsulodin\", \"cefsulodine\", \"cefsulodino\", \"cefsulodinum\")" 4 "g" "c(\"131-3\", \"25242-9\")"
"CSU" 68718 "Cefsumide" "Cephalosporins (unclassified gen.)" "" "c(\"cefsumide\", \"cefsumido\", \"cefsumidum\")" "character(0)"
"CPT" "J01DI02" 56841980 "Ceftaroline" "Cephalosporins (5th gen.)" "c(\"\", \"cfro\")" "c(\"teflaro\", \"zinforo\")" 1.2 "character(0)"
"CPA" "Ceftaroline/avibactam" "Cephalosporins (5th gen.)" "" "" ""
"CAZ" "J01DD02" 5481173 "Ceftazidime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"caz\", \"cefta\", \"cfta\", \"cftz\", \"taz\", \"tz\", \"xtz\")" "c(\"ceftazidim\", \"ceftazidima\", \"ceftazidime\", \"ceftazidimum\", \"ceptaz\", \"fortaz\", \"fortum\", \"pentacef\", \"tazicef\", \"tazidime\")" 4 "g" "c(\"21151-6\", \"3449-6\", \"80960-8\")"
"CZA" "J01DD52" 90643431 "Ceftazidime/avibactam" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"\", \"cfav\")" "c(\"avycaz\", \"zavicefta\")" 6 "g" ""
"CCV" "J01DD52" 9575352 "Ceftazidime/clavulanic acid" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"czcl\", \"xtzl\")" "" 6 ""
"CEM" 6537431 "Cefteram" "Cephalosporins (3rd gen.)" "" "c(\"cefteram\", \"cefterame\", \"cefteramum\", \"ceftetrame\")" "character(0)"
"CPL" 5362114 "Cefteram pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefteram pivoxil\", \"tomiron\")" "character(0)"
"CTL" "J01DB12" 65755 "Ceftezole" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"ceftezol\", \"ceftezole\", \"ceftezolo\", \"ceftezolum\", \"demethylcefazolin\")" 3 "g" "character(0)"
"CTB" "J01DD14" 5282242 "Ceftibuten" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cb\", \"cfbu\", \"ctb\", \"tib\")" "c(\"ceftem\", \"ceftibuten\", \"ceftibuten hydrate\", \"ceftibutene\", \"ceftibuteno\", \"ceftibutenum\", \"cephem\", \"ceprifran\", \"isocef\", \"keimax\")" 0.4 "g" "character(0)"
"TIO" 6328657 "Ceftiofur" "Cephalosporins (3rd gen.)" "" "c(\"ceftiofur\", \"ceftiofurum\", \"excede\", \"excenel\", \"naxcel\")" "character(0)"
"CZX" "J01DD07" 6533629 "Ceftizoxime" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfzx\", \"ctz\", \"cz\", \"czx\", \"tiz\", \"zox\")" "c(\"cefizox\", \"ceftisomin\", \"ceftix\", \"ceftizoxima\", \"ceftizoxime\", \"ceftizoximum\", \"epocelin\", \"eposerin\")" 4 "g" "c(\"25243-7\", \"3450-4\")"
"CZP" 9578661 "Ceftizoxime alapivoxil" "Cephalosporins (3rd gen.)" "" "" ""
"BPR" "J01DI01" 135413542 "Ceftobiprole" "Cephalosporins (5th gen.)" "" "ceftobiprole" 1.5 "character(0)"
"CFM1" "J01DI01" 135413544 "Ceftobiprole medocaril" "Cephalosporins (5th gen.)" "Other beta-lactam antibacterials" "Other cephalosporins" "" "" 1.5 ""
"CEI" "J01DI54" "Ceftolozane/enzyme inhibitor" "Cephalosporins (5th gen.)" "Other beta-lactam antibacterials" "Other cephalosporins" "" "" 3 ""
"CZT" "Ceftolozane/tazobactam" "Cephalosporins (5th gen.)" "" "" ""
"CRO" "J01DD04" 5479530 "Ceftriaxone" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"axo\", \"cax\", \"cftr\", \"cro\", \"ctr\", \"frx\", \"tx\")" "c(\"biotrakson\", \"cefatriaxone\", \"cefatriaxone hydrate\", \"ceftriaxon\", \"ceftriaxona\", \"ceftriaxone\", \"ceftriaxone sodium\", \"ceftriaxonum\", \"ceftriazone\", \"cephtriaxone\", \"longacef\", \"rocefin\", \"rocephalin\", \"rocephin\", \"rocephine\", \"rophex\")" 2 "g" "c(\"25244-5\", \"3451-2\", \"80957-4\")"
"CXM" "J01DC02" 5479529 "Cefuroxime" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfrx\", \"cfur\", \"cfx\", \"crm\", \"cxm\", \"fur\", \"rox\", \"xm\")" "c(\"biofuroksym\", \"cefuril\", \"cefuroxim\", \"cefuroxime\", \"cefuroximine\", \"cefuroximo\", \"cefuroximum\", \"cephuroxime\", \"kefurox\", \"sharox\", \"zinacef\", \"zinacef danmark\")" 0.5 "g" 3 "g" "c(\"25245-2\", \"3452-0\", \"80608-3\", \"80617-4\")"
"CXA" 6321416 "Cefuroxime axetil" "Cephalosporins (2nd gen.)" "c(\"\", \"cfax\")" "c(\"altacef\", \"bioracef\", \"cefaks\", \"cefazine\", \"ceftin\", \"cefuroximaxetil\", \"cefuroxime axetil\", \"celocid\", \"cepazine\", \"cethixim\", \"cetoxil\", \"coliofossim\", \"elobact\", \"forcef\", \"furoxime\", \"kalcef\", \"maxitil\", \"medoxm\", \"nivador\", \"zinnat\")" "character(0)"
"CFM2" "J01RA03" "Cefuroxime/metronidazole" "Other antibacterials" "Combinations of antibacterials" "Combinations of antibacterials" "" "" ""
"ZON" 6336505 "Cefuzonam" "Other antibacterials" "" "c(\"cefuzonam\", \"cefuzonam sodium\", \"cefuzoname\", \"cefuzonamum\")" "character(0)"
"LEX" "J01DB01" 27447 "Cephalexin" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"\", \"cflx\")" "c(\"alcephin\", \"alexin\", \"alsporin\", \"anhydrous cefalexin\", \"anhydrous cephalexin\", \"biocef\", \"carnosporin\", \"cefablan\", \"cefadal\", \"cefadin\", \"cefadina\", \"cefaleksin\", \"cefalessina\", \"cefalexin\", \"cefalexin anhydrous\", \"cefalexina\", \"cefalexine\", \"cefalexinum\", \"cefalin\", \"cefaloto\", \"cefaseptin\", \"ceflax\", \"ceforal\", \"cefovit\", \"celexin\", \"cepastar\", \"cepexin\", \"cephacillin\", \"cephalexin\", \"cephalexin anhydrous\", \"cephalexine\", \"cephalexinum\", \"cephanasten\", \"cephaxin\", \"cephin\", \"ceporex\", \"ceporex forte\",
"BES" 10178705 "Besifloxacin" "Quinolones" "S01AE08" "" "besifloxacin" "character(0)"
"BIA" 71339 "Biapenem" "Carbapenems" "J01DH05" "" "c(\"biapenem\", \"biapenern\", \"bipenem\", \"omegacin\")" 1.2 "g" "character(0)"
"BCZ" 65807 "Bicyclomycin (Bicozamycin)" "Other antibacterials" "" "c(\"aizumycin\", \"bacfeed\", \"bacteron\", \"bicozamicina\", \"bicozamycin\", \"bicozamycine\", \"bicozamycinum\")" "character(0)"
"BDP" 68760 "Brodimoprim" "Trimethoprims" "J01EA02" "Sulfonamides and trimethoprim" "Trimethoprim and derivatives" "" "c(\"brodimoprim\", \"brodimoprima\", \"brodimoprime\", \"brodimoprimum\", \"bromdimoprim\", \"hyprim\", \"unitrim\")" 0.2 "g" "character(0)"
"BUT" 47472 "Butoconazole" "Antifungals/antimycotics" "G01AF15" "" "c(\"butaconazole\", \"butoconazol\", \"butoconazole\", \"butoconazolum\", \"compositenstarke\", \"dahlin\", \"femstat\", \"gynofort\", \"polyfructosanum\")" "character(0)"
"CDZ" 44242317 "Cadazolid" "Oxazolidinones" "" "cadazolid" "character(0)"
"CLA" "Calcium aminosalicylate" "Antimycobacterials" "J04AA03" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "" 15 "g" ""
"CAP" 135565060 "Capreomycin" "Antimycobacterials" "J04AB30" "Drugs for treatment of tuberculosis" "Antibiotics" "c(\"\", \"capr\")" "" 1 "g" ""
"CRB" 20824 "Carbenicillin" "Beta-lactams/penicillins" "J01CA03" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"bar\", \"carb\", \"cb\")" "c(\"anabactyl\", \"carbenicilina\", \"carbenicillin\", \"carbenicillina\", \"carbenicilline\", \"carbenicillinum\", \"geopen\", \"pyopen\")" 12 "g" "3434-8"
"CRN" 93184 "Carindacillin" "Beta-lactams/penicillins" "J01CA05" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"carindacilina\", \"carindacillin\", \"carindacilline\", \"carindacillinum\")" 4 "g" "character(0)"
"CAR" 6540466 "Carumonam" "Other antibacterials" "J01DF02" "" "c(\"carumonam\", \"carumonamum\")" 2 "g" "character(0)"
"CAS" 2826718 "Caspofungin" "Antifungals/antimycotics" "J02AX04" "Antimycotics for systemic use" "Other antimycotics for systemic use" "casp" "c(\"cancidas\", \"capsofungin\", \"caspofungin\")" 50 "mg" "58419-3"
"CAC" 91562 "Cefacetrile" "Cephalosporins (1st gen.)" "J01DB10" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefacetril\", \"cefacetrile\", \"cefacetrilo\", \"cefacetrilum\", \"celospor\", \"celtol\", \"cephacetrile\", \"cristacef\", \"vetrimast\")" "character(0)"
"CEC" 51039 "Cefaclor" "Cephalosporins (2nd gen.)" "J01DC04" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"ccl\", \"cec\", \"cf\", \"cfac\", \"cfc\", \"cfcl\", \"cfr\", \"fac\")" "c(\"alenfral\", \"alfacet\", \"ceclor\", \"ceclor cd\", \"cefaclor\", \"cefaclor anhydrous\", \"cefaclor monohydrate\", \"cefacloro\", \"cefaclorum\", \"cefeaclor\", \"cephaclor\", \"dystaclor mr\", \"keflor\", \"kefral\", \"raniclor\")" 1 "g" "c(\"16564-7\", \"21149-0\")"
"CFR" 47965 "Cefadroxil" "Cephalosporins (1st gen.)" "J01DB05" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfdx\", \"cfr\", \"fad\")" "c(\"cefadrops\", \"cefadroxil\", \"cefadroxil anhydrous\", \"cefadroxilo\", \"cefadroxilum\", \"cefradroxil\", \"cephadroxil\", \"duricef\", \"sumacef\", \"ultracef\")" 2 "g" "16565-4"
"RID" 5773 "Cefaloridine" "Cephalosporins (1st gen.)" "J01DB02" "Other beta-lactam antibacterials" "First-generation cephalosporins" "cefa" "c(\"aliporina\", \"ampligram\", \"cefaloridin\", \"cefaloridina\", \"cefaloridine\", \"cefaloridinum\", \"cefalorizin\", \"ceflorin\", \"cepaloridin\", \"cepalorin\", \"cephalomycine\", \"cephaloridin\", \"cephaloridine\", \"cephaloridinum\", \"ceporan\", \"ceporin\", \"ceporine\", \"cilifor\", \"deflorin\", \"faredina\", \"floridin\", \"glaxoridin\", \"intrasporin\", \"keflodin\", \"keflordin\", \"kefloridin\", \"kefspor\", \"lloncefal\", \"loridine\", \"sasperin\", \"sefacin\", \"verolgin\", \"vioviantine\")" 3 "g" "character(0)"
"MAN" 456255 "Cefamandole" "Cephalosporins (2nd gen.)" "J01DC03" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfam\", \"cfmn\")" "c(\"cefadole\", \"cefamandol\", \"cefamandole\", \"cefamandolum\", \"cephadole\", \"cephamandole\", \"kefamandol\", \"kefdole\", \"mancef\")" 6 "g" "3441-3"
"CTZ" 6410758 "Cefatrizine" "Cephalosporins (1st gen.)" "J01DB07" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"bricef\", \"cefatrix\", \"cefatrizine\", \"cefatrizino\", \"cefatrizinum\", \"cepticol\", \"cetrazil\", \"latocef\", \"orosporina\", \"trizina\")" 1 "g" "character(0)"
"CZD" 71736 "Cefazedone" "Cephalosporins (1st gen.)" "J01DB06" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefazedon\", \"cefazedona\", \"cefazedone\", \"cefazedone acid\", \"cefazedonum\", \"refosporen\", \"refosporene\", \"refosporin\")" 3 "g" "character(0)"
"CZO" 33255 "Cefazolin" "Cephalosporins (1st gen.)" "J01DB04" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfz\", \"cfzl\", \"cz\", \"czol\", \"faz\", \"kz\")" "c(\"atirin\", \"cefamezin\", \"cefamezine\", \"cefazina\", \"cefazolin\", \"cefazolin acid\", \"cefazolina\", \"cefazoline\", \"cefazolinum\", \"cephamezine\", \"cephazolidin\", \"cephazolin\", \"cephazoline\", \"elzogram\", \"firmacef\", \"kefzol\", \"liviclina\", \"totacef\")" 3 "g" "c(\"16566-2\", \"25235-3\", \"3442-1\", \"3443-9\", \"80962-4\")"
"CFB" 127527 "Cefbuperazone" "Other antibacterials" "J01DC13" "" "c(\"cefbuperazona\", \"cefbuperazone\", \"cefbuperazonum\", \"cefbuperzaone\", \"cerbuperazone\", \"tomiporan\")" 2 "g" "character(0)"
"CCP" 6436055 "Cefcapene" "Cephalosporins (3rd gen.)" "J01DD17" "" "c(\"cefcamate\", \"cefcapene\")" 0.45 "g" "character(0)"
"CCX" 5282438 "Cefcapene pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefcamate pivoxil\", \"cefcapene piroxil\")" "character(0)"
"CDR" 6915944 "Cefdinir" "Cephalosporins (3rd gen.)" "J01DD15" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cd\", \"cdn\", \"cdr\", \"cfd\", \"din\")" "c(\"cefdinir\", \"cefdinirum\", \"cefdinyl\", \"cefdirnir\", \"ceftinex\", \"cefzon\", \"omnicef\")" 0.6 "g" "character(0)"
"DIT" 9870843 "Cefditoren" "Cephalosporins (3rd gen.)" "J01DD16" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "cdn" "cefditoren" 0.4 "g" "character(0)"
"DIX" 6437877 "Cefditoren pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefditoren\", \"cefditoren pi voxil\", \"cefditoren pivoxil\", \"cefditorin\", \"cefditorin pivoxil\", \"meiact\", \"spectracef\")" "character(0)"
"FEP" 5479537 "Cefepime" "Cephalosporins (4th gen.)" "J01DE01" "Other beta-lactam antibacterials" "Fourth-generation cephalosporins" "c(\"cfep\", \"cfpi\", \"cpe\", \"cpm\", \"fep\", \"pm\", \"xpm\")" "c(\"axepim\", \"cefepima\", \"cefepime\", \"cefepimum\", \"cepimax\", \"cepimex\", \"maxcef\", \"maxipime\")" 4 "g" "38363-8"
"CPC" 9567559 "Cefepime/clavulanic acid" "Cephalosporins (4th gen.)" "c(\"cicl\", \"xpml\")" "" ""
"FPT" 9567558 "Cefepime/tazobactam" "Cephalosporins (4th gen.)" "" "" ""
"FPZ" "Cefepime/zidebactam" "Other antibacterials" "" "" ""
"CAT" 5487888 "Cefetamet" "Cephalosporins (3rd gen.)" "J01DD10" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefetamet\", \"cefetametum\", \"cepime o\", \"deacetoxycefotaxime\")" 1 "g" "character(0)"
"CPI" 5486182 "Cefetamet pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefetamet pivoxyl\", \"globocef\")" "character(0)"
"CCL" 71719688 "Cefetecol (Cefcatacol)" "Cephalosporins (4th gen.)" "" "" ""
"CZL" 193956 "Cefetrizole" "Cephalosporins (unclassified gen.)" "" "c(\"cefetrizole\", \"cefetrizolum\")" "character(0)"
"FDC" 77843966 "Cefiderocol" "Other antibacterials" "J01DI04" "" "cefiderocol" "character(0)"
"CFM" 5362065 "Cefixime" "Cephalosporins (3rd gen.)" "J01DD08" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfe\", \"cfix\", \"cfxm\", \"dcfm\", \"fix\", \"ix\")" "c(\"cefixim\", \"cefixima\", \"cefixime\", \"cefixime anhydrous\", \"cefiximum\", \"cefixoral\", \"cefspan\", \"cephoral\", \"denvar\", \"necopen\", \"suprax\", \"tricef\", \"unixime\")" 0.4 "g" "c(\"16567-0\", \"25236-1\")"
"CMX" 9570757 "Cefmenoxime" "Cephalosporins (3rd gen.)" "J01DD05" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"bestron\", \"cefmax\", \"cefmenoxima\", \"cefmenoxime\", \"cefmenoximum\")" 2 "g" "character(0)"
"CMZ" 42008 "Cefmetazole" "Cephalosporins (2nd gen.)" "J01DC09" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefmetazole\", \"cefmetazolo\", \"cefmetazolum\")" 4 "g" "character(0)"
"CNX" 71141 "Cefminox" "Other antibacterials" "J01DC12" "" "c(\"cefminox\", \"cefminoxum\")" 4 "g" "character(0)"
"DIZ" 5361871 "Cefodizime" "Cephalosporins (3rd gen.)" "J01DD09" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefodizima\", \"cefodizime\", \"cefodizime acid\", \"cefodizimum\", \"cefodizme\", \"diezime\", \"modivid\", \"neucef\", \"timecef\")" 2 "g" "character(0)"
"CID" 43594 "Cefonicid" "Cephalosporins (2nd gen.)" "J01DC06" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefonicid\", \"cefonicido\", \"cefonicidum\", \"monocef\")" 1 "g" "c(\"25237-9\", \"3444-7\")"
"CFP" 44187 "Cefoperazone" "Cephalosporins (3rd gen.)" "J01DD12" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfp\", \"cfpz\", \"cp\", \"cpz\", \"fop\", \"per\")" "c(\"bioperazone\", \"cefobid\", \"cefoperazine\", \"cefoperazon\", \"cefoperazone\", \"cefoperazone acid\", \"cefoperazono\", \"cefoperazonum\", \"cefozon\", \"medocef\", \"myticef\", \"pathozone\", \"peracef\")" 4 "g" "3445-4"
"CSL" "Cefoperazone/sulbactam" "Cephalosporins (3rd gen.)" "J01DD62" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "" 4 "g" ""
"CND" 43507 "Ceforanide" "Cephalosporins (2nd gen.)" "J01DC11" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"ceforanide\", \"ceforanido\", \"ceforanidum\", \"precef\", \"radacef\")" 4 "g" "character(0)"
"CSE" 9830519 "Cefoselis" "Cephalosporins (4th gen.)" "" "c(\"cefoselis\", \"cefoselis sulfate\", \"winsef\")" "character(0)"
"CTX" 5742673 "Cefotaxime" "Cephalosporins (3rd gen.)" "J01DD01" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfot\", \"cft\", \"cftx\", \"ct\", \"ctx\", \"fot\", \"tax\", \"xct\")" "c(\"cefotaxim\", \"cefotaxim hikma\", \"cefotaxima\", \"cefotaxime\", \"cefotaxime acid\", \"cefotaximum\", \"cephotaxime\", \"claforan\", \"omnatax\")" 4 "g" "c(\"25238-7\", \"3446-2\", \"80961-6\")"
"CTC" 9575353 "Cefotaxime/clavulanic acid" "Cephalosporins (3rd gen.)" "c(\"cxcl\", \"xctl\")" "" ""
"CTS" 9574753 "Cefotaxime/sulbactam" "Cephalosporins (3rd gen.)" "" "" ""
"CTT" 53025 "Cefotetan" "Cephalosporins (2nd gen.)" "J01DC05" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cftt\", \"cn\", \"cte\", \"ctn\", \"ctt\", \"tans\")" "c(\"apacef\", \"cefotetan\", \"cefotetan free acid\", \"cefotetanum\")" 4 "g" "c(\"25239-5\", \"3447-0\")"
"CTF" 43708 "Cefotiam" "Cephalosporins (2nd gen.)" "J01DC07" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "" "c(\"cefotiam\", \"cefotiam?\", \"cefotiamum\", \"ceradolan\", \"ceradon\", \"haloapor\")" 1.2 "g" 4 "g" "character(0)"
"CHE" 125846 "Cefotiam hexetil" "Cephalosporins (3rd gen.)" "" "c(\"cefotiam cilexetil\", \"pansporin t\")" "character(0)"
"FOV" 9578573 "Cefovecin" "Cephalosporins (3rd gen.)" "" "" ""
"FOX" 441199 "Cefoxitin" "Cephalosporins (2nd gen.)" "J01DC01" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfox\", \"cfx\", \"cfxt\", \"cx\", \"fox\", \"fx\")" "c(\"cefoxitin\", \"cefoxitina\", \"cefoxitine\", \"cefoxitinum\", \"cefoxotin\", \"cephoxitin\", \"mefoxin\", \"mefoxitin\", \"rephoxitin\")" 6 "g" "c(\"25240-3\", \"3448-8\")"
"FOX1" "Cefoxitin screening" "Cephalosporins (2nd gen.)" "cfsc" "" ""
"ZOP" 9571080 "Cefozopran" "Cephalosporins (4th gen.)" "J01DE03" "" "cefozopran" 4 "g" "character(0)"
"CFZ" 68597 "Cefpimizole" "Cephalosporins (3rd gen.)" "" "c(\"cefpimizol\", \"cefpimizole\", \"cefpimizole sodium\", \"cefpimizolum\")" "character(0)"
"CPM" 636405 "Cefpiramide" "Cephalosporins (3rd gen.)" "J01DD11" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "" "c(\"cefpiramide\", \"cefpiramide acid\", \"cefpiramido\", \"cefpiramidum\")" 2 "g" "character(0)"
"CPO" 5479539 "Cefpirome" "Cephalosporins (4th gen.)" "J01DE02" "Other beta-lactam antibacterials" "Fourth-generation cephalosporins" "c(\"\", \"cfpr\")" "c(\"broact\", \"cefpiroma\", \"cefpirome\", \"cefpiromum\", \"cefrom\", \"cerfpirome\", \"keiten\")" 4 "g" "character(0)"
"CPD" 6335986 "Cefpodoxime" "Cephalosporins (3rd gen.)" "J01DD13" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfpd\", \"cfpo\", \"cpd\", \"pod\", \"px\")" "c(\"cefpodoxim acid\", \"cefpodoxima\", \"cefpodoxime\", \"cefpodoxime acid\", \"cefpodoximum\", \"epoxim\")" 0.4 "g" "25241-1"
"CPX" 6526396 "Cefpodoxime proxetil" "Cephalosporins (3rd gen.)" "" "c(\"cefodox\", \"cefoprox\", \"cefpodoxime proxetil\", \"cepodem\", \"orelox\", \"otreon\", \"podomexef\", \"simplicef\", \"vantin\")" "character(0)"
"CDC" "Cefpodoxime/clavulanic acid" "Cephalosporins (3rd gen.)" "c(\"\", \"cecl\")" "" ""
"CPR" 5281006 "Cefprozil" "Cephalosporins (2nd gen.)" "J01DC10" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cpr\", \"cpz\", \"fp\")" "c(\"arzimol\", \"brisoral\", \"cefprozil\", \"cefprozil anhydrous\", \"cefprozil hydrate\", \"cefprozilo\", \"cefprozilum\", \"cefzil\", \"cronocef\", \"procef\", \"serozil\")" 1 "g" "character(0)"
"CEQ" 5464355 "Cefquinome" "Cephalosporins (4th gen.)" "" "c(\"cefquinoma\", \"cefquinome\", \"cefquinomum\", \"cobactan\")" "character(0)"
"CRD" 5284529 "Cefroxadine" "Cephalosporins (1st gen.)" "J01DB11" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"cefroxadine\", \"cefroxadino\", \"cefroxadinum\")" 2.1 "g" "character(0)"
"CFS" 656575 "Cefsulodin" "Cephalosporins (3rd gen.)" "J01DD03" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfsl\", \"cfsu\")" "c(\"cefsulodin\", \"cefsulodine\", \"cefsulodino\", \"cefsulodinum\")" 4 "g" "c(\"131-3\", \"25242-9\")"
"CSU" 68718 "Cefsumide" "Cephalosporins (unclassified gen.)" "" "c(\"cefsumide\", \"cefsumido\", \"cefsumidum\")" "character(0)"
"CPT" 56841980 "Ceftaroline" "Cephalosporins (5th gen.)" "J01DI02" "c(\"\", \"cfro\")" "c(\"teflaro\", \"zinforo\")" 1.2 "g" "character(0)"
"CPA" "Ceftaroline/avibactam" "Cephalosporins (5th gen.)" "" "" ""
"CAZ" 5481173 "Ceftazidime" "Cephalosporins (3rd gen.)" "J01DD02" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"caz\", \"cefta\", \"cfta\", \"cftz\", \"taz\", \"tz\", \"xtz\")" "c(\"ceftazidim\", \"ceftazidima\", \"ceftazidime\", \"ceftazidimum\", \"ceptaz\", \"fortaz\", \"fortum\", \"pentacef\", \"tazicef\", \"tazidime\")" 4 "g" "c(\"21151-6\", \"3449-6\", \"80960-8\")"
"CZA" 90643431 "Ceftazidime/avibactam" "Cephalosporins (3rd gen.)" "c(\"\", \"cfav\")" "c(\"avycaz\", \"zavicefta\")" ""
"CCV" 9575352 "Ceftazidime/clavulanic acid" "Cephalosporins (3rd gen.)" "J01DD52" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"czcl\", \"xtzl\")" "" 6 "g" ""
"CEM" 6537431 "Cefteram" "Cephalosporins (3rd gen.)" "J01DD18" "" "c(\"cefteram\", \"cefterame\", \"cefteramum\", \"ceftetrame\")" 0.4 "g" "character(0)"
"CPL" 5362114 "Cefteram pivoxil" "Cephalosporins (3rd gen.)" "" "c(\"cefteram pivoxil\", \"tomiron\")" "character(0)"
"CTL" 65755 "Ceftezole" "Cephalosporins (1st gen.)" "J01DB12" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"ceftezol\", \"ceftezole\", \"ceftezolo\", \"ceftezolum\", \"demethylcefazolin\")" 3 "g" "character(0)"
"CTB" 5282242 "Ceftibuten" "Cephalosporins (3rd gen.)" "J01DD14" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cb\", \"cfbu\", \"ctb\", \"tib\")" "c(\"ceftem\", \"ceftibuten\", \"ceftibuten hydrate\", \"ceftibutene\", \"ceftibuteno\", \"ceftibutenum\", \"cephem\", \"ceprifran\", \"isocef\", \"keimax\")" 0.4 "g" "character(0)"
"TIO" 6328657 "Ceftiofur" "Cephalosporins (3rd gen.)" "" "c(\"ceftiofur\", \"ceftiofurum\", \"excede\", \"excenel\", \"naxcel\")" "character(0)"
"CZX" 6533629 "Ceftizoxime" "Cephalosporins (3rd gen.)" "J01DD07" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"cfzx\", \"ctz\", \"cz\", \"czx\", \"tiz\", \"zox\")" "c(\"cefizox\", \"ceftisomin\", \"ceftix\", \"ceftizoxima\", \"ceftizoxime\", \"ceftizoximum\", \"epocelin\", \"eposerin\")" 4 "g" "c(\"25243-7\", \"3450-4\")"
"CZP" 9578661 "Ceftizoxime alapivoxil" "Cephalosporins (3rd gen.)" "" "" ""
"BPR" 135413542 "Ceftobiprole" "Cephalosporins (5th gen.)" "" "ceftobiprole" "character(0)"
"CFM1" 135413544 "Ceftobiprole medocaril" "Cephalosporins (5th gen.)" "J01DI01" "Other beta-lactam antibacterials" "Other cephalosporins and penems" "" "" 1.5 "g" ""
"CEI" "Ceftolozane/enzyme inhibitor" "Cephalosporins (5th gen.)" "J01DI54" "Other beta-lactam antibacterials" "Other cephalosporins and penems" "" "" 3 "g" ""
"CZT" "Ceftolozane/tazobactam" "Cephalosporins (5th gen.)" "" "" ""
"CRO" 5479530 "Ceftriaxone" "Cephalosporins (3rd gen.)" "J01DD04" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"axo\", \"cax\", \"cftr\", \"cro\", \"ctr\", \"frx\", \"tx\")" "c(\"biotrakson\", \"cefatriaxone\", \"cefatriaxone hydrate\", \"ceftriaxon\", \"ceftriaxona\", \"ceftriaxone\", \"ceftriaxone sodium\", \"ceftriaxonum\", \"ceftriazone\", \"cephtriaxone\", \"longacef\", \"rocefin\", \"rocephalin\", \"rocephin\", \"rocephine\", \"rophex\")" 2 "g" "c(\"25244-5\", \"3451-2\", \"80957-4\")"
"CXM" 5479529 "Cefuroxime" "Cephalosporins (2nd gen.)" "c(\"J01DC02\", \"S01AA27\")" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"cfrx\", \"cfur\", \"cfx\", \"crm\", \"cxm\", \"fur\", \"rox\", \"xm\")" "c(\"biofuroksym\", \"cefuril\", \"cefuroxim\", \"cefuroxime\", \"cefuroximine\", \"cefuroximo\", \"cefuroximum\", \"cephuroxime\", \"kefurox\", \"sharox\", \"zinacef\", \"zinacef danmark\")" 0.5 "g" 3 "g" "c(\"25245-2\", \"3452-0\", \"80608-3\", \"80617-4\")"
"CXA" 6321416 "Cefuroxime axetil" "Cephalosporins (2nd gen.)" "c(\"\", \"cfax\")" "c(\"altacef\", \"bioracef\", \"cefaks\", \"cefazine\", \"ceftin\", \"cefuroximaxetil\", \"cefuroxime axetil\", \"celocid\", \"cepazine\", \"cethixim\", \"cetoxil\", \"coliofossim\", \"elobact\", \"forcef\", \"furoxime\", \"kalcef\", \"maxitil\", \"medoxm\", \"nivador\", \"zinnat\")" "character(0)"
"CFM2" "Cefuroxime/metronidazole" "Other antibacterials" "J01RA03" "Combinations of antibacterials" "Combinations of antibacterials" "" "" ""
"ZON" 6336505 "Cefuzonam" "Other antibacterials" "" "c(\"cefuzonam\", \"cefuzonam sodium\", \"cefuzoname\", \"cefuzonamum\")" "character(0)"
"LEX" 27447 "Cephalexin" "Cephalosporins (1st gen.)" "J01DB01" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"\", \"cflx\")" "c(\"alcephin\", \"alexin\", \"alsporin\", \"anhydrous cefalexin\", \"anhydrous cephalexin\", \"biocef\", \"carnosporin\", \"cefablan\", \"cefadal\", \"cefadin\", \"cefadina\", \"cefaleksin\", \"cefalessina\", \"cefalexin\", \"cefalexin anhydrous\", \"cefalexina\", \"cefalexine\", \"cefalexinum\", \"cefalin\", \"cefaloto\", \"cefaseptin\", \"ceflax\", \"ceforal\", \"cefovit\", \"celexin\", \"cepastar\", \"cepexin\", \"cephacillin\", \"cephalexin\", \"cephalexin anhydrous\", \"cephalexine\", \"cephalexinum\", \"cephanasten\", \"cephaxin\", \"cephin\", \"ceporex\", \"ceporex forte\",
\"ceporexin\", \"ceporexine\", \"cerexin\", \"cerexins\", \"cophalexin\", \"durantel\", \"durantel ds\", \"erocetin\", \"factagard\", \"felexin\", \"ibilex\", \"ibrexin\", \"inphalex\", \"kefalospes\", \"keflet\", \"keflex\", \"kefolan\", \"keforal\", \"keftab\", \"kekrinal\", \"kidolex\", \"lafarine\", \"larixin\", \"lenocef\", \"lexibiotico\", \"lonflex\", \"lopilexin\", \"madlexin\", \"mamalexin\", \"mamlexin\", \"medoxine\", \"neokef\", \"neolexina\", \"novolexin\", \"optocef\", \"oracef\", \"oriphex\", \"oroxin\", \"ortisporina\", \"ospexin\", \"palitrex\", \"panixine disperdose\",
\"pectril\", \"pyassan\", \"roceph\", \"roceph distab\", \"sanaxin\", \"sartosona\", \"sencephalin\", \"sepexin\", \"servispor\", \"sialexin\", \"sinthecillin\", \"sporicef\", \"sporidex\", \"syncle\", \"synecl\", \"tepaxin\", \"tokiolexin\", \"uphalexin\", \"voxxim\", \"winlex\", \"zozarine\")" 2 "g" "c(\"21175-5\", \"3453-8\")"
"CEP" "J01DB03" 6024 "Cephalothin" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfal\", \"cflt\")" "c(\"cefalothin\", \"cefalotin\", \"cefalotina\", \"cefalotina fabra\", \"cefalotine\", \"cefalotinum\", \"cemastin\", \"cephalothinum\", \"cephalotin\", \"coaxin\", \"keflin\", \"seffin\")" 4 "g" "c(\"25246-0\", \"3454-6\")"
"HAP" "J01DB08" 30699 "Cephapirin" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"ambrocef\", \"cefadyl\", \"cefapilin\", \"cefapirin\", \"cefapirina\", \"cefapirine\", \"cefapirinum\", \"cefaprin\", \"cefaprin sodium\", \"cefatrex\", \"cefatrexyl\", \"cephapirine\", \"metricure\")" 4 "g" "10980-1"
"CED" "J01DB09" 38103 "Cephradine" "Cephalosporins (1st gen.)" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfra\", \"cfrd\")" "c(\"anspor\", \"cefradin\", \"cefradina\", \"cefradine\", \"cefradinum\", \"cekodin\", \"cephradin\", \"cephradine\", \"eskacef\", \"infexin\", \"megace f\", \"megacef\", \"sefril\", \"velocef\", \"velosef\")" 2 "g" 2 "g" "character(0)"
"CTO" 71402 "Cetocycline" "Tetracyclines" "" "c(\"cetocycline\", \"cetocyline\", \"cetotetrine\")" "character(0)"
"CHL" "J01BA01" 5959 "Chloramphenicol" "Amphenicols" "Amphenicols" "Amphenicols" "c(\"c\", \"chl\", \"chlo\", \"cl\")" "c(\"alficetyn\", \"ambofen\", \"amphenicol\", \"amphicol\", \"amseclor\", \"anacetin\", \"aquamycetin\", \"austracil\", \"austracol\", \"biocetin\", \"biophenicol\", \"catilan\", \"ch loramex\", \"chemiceticol\", \"chemicetin\", \"chemicetina\", \"chlomin\", \"chlomycol\", \"chloramex\", \"chloramfenikol\", \"chloramficin\", \"chloramfilin\", \"chloramphenicol\", \"chloramphenicole\", \"chloramphenicolum\", \"chloramsaar\", \"chlorasol\", \"chlorbiotic\", \"chloricol\", \"chlormycetin r\", \"chlornitromycin\", \"chloroamphenicol\", \"chlorocaps\", \"chlorocid\",
"CEP" 6024 "Cephalothin" "Cephalosporins (1st gen.)" "J01DB03" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfal\", \"cflt\")" "c(\"cefalothin\", \"cefalotin\", \"cefalotina\", \"cefalotina fabra\", \"cefalotine\", \"cefalotinum\", \"cemastin\", \"cephalothinum\", \"cephalotin\", \"coaxin\", \"keflin\", \"seffin\")" 4 "g" "c(\"25246-0\", \"3454-6\")"
"HAP" 30699 "Cephapirin" "Cephalosporins (1st gen.)" "J01DB08" "Other beta-lactam antibacterials" "First-generation cephalosporins" "" "c(\"ambrocef\", \"cefadyl\", \"cefapilin\", \"cefapirin\", \"cefapirina\", \"cefapirine\", \"cefapirinum\", \"cefaprin\", \"cefaprin sodium\", \"cefatrex\", \"cefatrexyl\", \"cephapirine\", \"metricure\")" 4 "g" "10980-1"
"CED" 38103 "Cephradine" "Cephalosporins (1st gen.)" "J01DB09" "Other beta-lactam antibacterials" "First-generation cephalosporins" "c(\"cfra\", \"cfrd\")" "c(\"anspor\", \"cefradin\", \"cefradina\", \"cefradine\", \"cefradinum\", \"cekodin\", \"cephradin\", \"cephradine\", \"eskacef\", \"infexin\", \"megace f\", \"megacef\", \"sefril\", \"velocef\", \"velosef\")" 2 "g" 2 "g" "character(0)"
"CTO" 71402 "Cetocycline" "Tetracyclines" "" "c(\"cetocycline\", \"cetocyline\", \"cetotetrine\")" "character(0)"
"CHL" 5959 "Chloramphenicol" "Amphenicols" "c(\"D06AX02\", \"D10AF03\", \"G01AA05\", \"J01BA01\", \"S01AA01\", \"S02AA01\", \"S03AA08\")" "Amphenicols" "Amphenicols" "c(\"c\", \"chl\", \"chlo\", \"cl\")" "c(\"alficetyn\", \"ambofen\", \"amphenicol\", \"amphicol\", \"amseclor\", \"anacetin\", \"aquamycetin\", \"austracil\", \"austracol\", \"biocetin\", \"biophenicol\", \"catilan\", \"ch loramex\", \"chemiceticol\", \"chemicetin\", \"chemicetina\", \"chlomin\", \"chlomycol\", \"chloramex\", \"chloramfenikol\", \"chloramficin\", \"chloramfilin\", \"chloramphenicol\", \"chloramphenicole\", \"chloramphenicolum\", \"chloramsaar\", \"chlorasol\", \"chlorbiotic\", \"chloricol\", \"chlormycetin r\", \"chlornitromycin\", \"chloroamphenicol\", \"chlorocaps\", \"chlorocid\",
\"chlorocid s\", \"chlorocide\", \"chlorocidin c\", \"chlorocidin c tetran\", \"chlorocin\", \"chlorocol\", \"chlorofair\", \"chloroject l\", \"chloromax\", \"chloromycetin\", \"chloromycetny\", \"chloromyxin\", \"chloronitrin\", \"chloroptic\", \"chloroptic s.o.p\", \"chloroptic s.o.p.\", \"chlorovules\", \"chlorsig\", \"cidocetine\", \"ciplamycetin\", \"cloramfen\", \"cloramfenicol\", \"cloramfenicolo\", \"cloramficin\", \"cloramical\", \"cloramicol\", \"cloramidina\", \"cloranfenicol\", \"cloroamfenicolo\", \"clorocyn\", \"cloromisan\", \"cloromissan\", \"clorosintex\",
\"comycetin\", \"cylphenicol\", \"desphen\", \"detreomycin\", \"detreomycine\", \"dextromycetin\", \"doctamicina\", \"duphenicol\", \"econochlor\", \"embacetin\", \"emetren\", \"enicol\", \"enteromycetin\", \"erbaplast\", \"ertilen\", \"f armicetina\", \"farmicetina\", \"fenicol\", \"globenicol\", \"glorous\", \"halomycetin\", \"hortfenicol\", \"interomycetine\", \"intramycetin\", \"intramyctin\", \"isicetin\", \"ismicetina\", \"isophenicol\", \"isopto fenicol\", \"juvamycetin\", \"kamaver\", \"kemicetina\", \"kemicetine\", \"kloramfenikol\", \"klorita\", \"klorocid s\",
\"laevomycetinum\", \"leukamycin\", \"leukomyan\", \"leukomycin\", \"levocin\", \"levomicetina\", \"levomitsetin\", \"levomycetin\", \"levoplast\", \"levosin\", \"levovetin\", \"loromicetina\", \"loromisan\", \"loromisin\", \"mastiphen\", \"mediamycetine\", \"medichol\", \"micloretin\", \"micochlorine\", \"micoclorina\", \"microcetina\", \"mychel\", \"mycinol\", \"myclocin\", \"mycochlorin\", \"myscel\", \"normimycin v\", \"novochlorocap\", \"novomycetin\", \"novophenicol\", \"ocuphenicol\", \"oftalent\", \"oleomycetin\", \"opclor\", \"opelor\", \"ophthochlor\", \"ophthocort\",
\"ophtochlor\", \"optomycin\", \"otachron\", \"otophen\", \"pantovernil\", \"paraxin\", \"pentamycetin\", \"quemicetina\", \"rivomycin\", \"romphenil\", \"ronfenil\", \"ronphenil\", \"septicol\", \"sificetina\", \"sintomicetina\", \"sintomicetine r\", \"sno phenicol\", \"soluthor\", \"stanomycetin\", \"synthomycetin\", \"synthomycetine\", \"synthomycine\", \"syntomycin\", \"tevcocin\", \"tevcosin\", \"tifomycin\", \"tifomycine\", \"tiromycetin\", \"treomicetina\", \"unimycetin\", \"veticol\", \"vice ton\", \"viceton\")" 3 "g" 3 "g" "c(\"15101-9\", \"16603-3\", \"16604-1\", \"25247-8\", \"29214-4\", \"29346-4\", \"29347-2\", \"3455-3\")"
"CTE" "J01AA03" 54675777 "Chlortetracycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"acronize\", \"aueromycin\", \"aureocina\", \"aureomycin\", \"aureomykoin\", \"biomitsin\", \"biomycin\", \"biomycin a\", \"chlormax\", \"chlorotetracycline\", \"chlortetracycline\", \"chlortetracyclinum\", \"chrysomykine\", \"clortetraciclina\", \"duomycin\", \"flamycin\", \"uromycin\")" 1 "g" "87600-3"
"CIC" 19003 "Ciclacillin" "Beta-lactams/penicillins" "" "c(\"bastcillin\", \"calthor\", \"ciclacilina\", \"ciclacillin\", \"ciclacilline\", \"ciclacillinum\", \"ciclacillum\", \"citosarin\", \"cyclacillin\", \"cyclapen\", \"noblicil\", \"orfilina\", \"peamezin\", \"syngacillin\", \"ultracillin\", \"vastcillin\", \"vipicil\", \"wyvital\")" "character(0)"
"CIX" "D01AE14" 47472 "Ciclopirox" "Antifungals/antimycotics" "Antifungals for topical use" "Other antifungals for topical use" "cipx" "c(\"butaconazole\", \"butoconazol\", \"butoconazole\", \"butoconazolum\", \"compositenstarke\", \"dahlin\", \"femstat\", \"gynofort\", \"polyfructosanum\")" "character(0)"
"CIN" "J01MB06" 2762 "Cinoxacin" "Quinolones" "Quinolone antibacterials" "Other quinolones" "c(\"cino\", \"cnox\")" "c(\"azolinic acid\", \"cinobac\", \"cinobactin\", \"cinoxacin\", \"cinoxacine\", \"cinoxacino\", \"cinoxacinum\", \"clinoxacin\", \"noxigram\", \"uronorm\")" 1 "g" "character(0)"
"CIP" "J01MA02" 2764 "Ciprofloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"ci\", \"cip\", \"cipr\", \"cp\")" "c(\"alcon cilox\", \"auripro\", \"bacquinor\", \"baflox\", \"baycip\", \"bernoflox\", \"cetraxal\", \"ciflox\", \"cifloxin\", \"ciloxan\", \"ciplus\", \"ciprecu\", \"ciprine\", \"ciprinol\", \"cipro i.v.\", \"cipro iv\", \"cipro xl\", \"cipro xr\", \"ciprobay\", \"ciprobay uro\", \"ciprocinol\", \"ciprodar\", \"ciproflox\", \"ciprofloxacin\", \"ciprofloxacina\", \"ciprofloxacine\", \"ciprofloxacino\", \"ciprofloxacinum\", \"ciprogis\", \"ciprolin\", \"ciprolon\", \"cipromycin\", \"ciproquinol\", \"ciprowin\", \"ciproxan\", \"ciproxin\", \"ciproxina\", \"ciproxine\", \"ciriax\",
"CTE" 54675777 "Chlortetracycline" "Tetracyclines" "c(\"A01AB21\", \"D06AA02\", \"J01AA03\", \"S01AA02\")" "Tetracyclines" "Tetracyclines" "" "c(\"acronize\", \"aueromycin\", \"aureocina\", \"aureomycin\", \"aureomykoin\", \"biomitsin\", \"biomycin\", \"biomycin a\", \"chlormax\", \"chlorotetracycline\", \"chlortetracycline\", \"chlortetracyclinum\", \"chrysomykine\", \"clortetraciclina\", \"duomycin\", \"flamycin\", \"uromycin\")" 1 "g" "87600-3"
"CIC" 19003 "Ciclacillin" "Beta-lactams/penicillins" "" "c(\"bastcillin\", \"calthor\", \"ciclacilina\", \"ciclacillin\", \"ciclacilline\", \"ciclacillinum\", \"ciclacillum\", \"citosarin\", \"cyclacillin\", \"cyclapen\", \"noblicil\", \"orfilina\", \"peamezin\", \"syngacillin\", \"ultracillin\", \"vastcillin\", \"vipicil\", \"wyvital\")" "character(0)"
"CIX" 47472 "Ciclopirox" "Antifungals/antimycotics" "c(\"D01AE14\", \"G01AX12\")" "Antifungals for topical use" "Other antifungals for topical use" "cipx" "c(\"butaconazole\", \"butoconazol\", \"butoconazole\", \"butoconazolum\", \"compositenstarke\", \"dahlin\", \"femstat\", \"gynofort\", \"polyfructosanum\")" "character(0)"
"CIN" 2762 "Cinoxacin" "Quinolones" "J01MB06" "Quinolone antibacterials" "Other quinolones" "c(\"cino\", \"cnox\")" "c(\"azolinic acid\", \"cinobac\", \"cinobactin\", \"cinoxacin\", \"cinoxacine\", \"cinoxacino\", \"cinoxacinum\", \"clinoxacin\", \"noxigram\", \"uronorm\")" 1 "g" "character(0)"
"CIP" 2764 "Ciprofloxacin" "Quinolones" "c(\"J01MA02\", \"S01AE03\", \"S02AA15\", \"S03AA07\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"ci\", \"cip\", \"cipr\", \"cp\")" "c(\"alcon cilox\", \"auripro\", \"bacquinor\", \"baflox\", \"baycip\", \"bernoflox\", \"cetraxal\", \"ciflox\", \"cifloxin\", \"ciloxan\", \"ciplus\", \"ciprecu\", \"ciprine\", \"ciprinol\", \"cipro i.v.\", \"cipro iv\", \"cipro xl\", \"cipro xr\", \"ciprobay\", \"ciprobay uro\", \"ciprocinol\", \"ciprodar\", \"ciproflox\", \"ciprofloxacin\", \"ciprofloxacina\", \"ciprofloxacine\", \"ciprofloxacino\", \"ciprofloxacinum\", \"ciprogis\", \"ciprolin\", \"ciprolon\", \"cipromycin\", \"ciproquinol\", \"ciprowin\", \"ciproxan\", \"ciproxin\", \"ciproxina\", \"ciproxine\", \"ciriax\",
\"citopcin\", \"corsacin\", \"cyprobay\", \"fimoflox\", \"flociprin\", \"ipiflox\", \"italnik\", \"linhaliq\", \"otiprio\", \"probiox\", \"proflaxin\", \"quinolid\", \"quintor\", \"rancif\", \"roxytal\", \"septicide\", \"sophixin ofteno\", \"spitacin\", \"superocin\", \"velmonit\", \"velomonit\", \"zumaflox\")" 1 "g" 0.8 "g" "c(\"14031-9\", \"14032-7\", \"14058-2\", \"14059-0\", \"25248-6\", \"34636-1\", \"3484-3\")"
"CLR" "J01FA09" 84029 "Clarithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"ch\", \"cla\", \"clar\", \"clm\", \"clr\")" "c(\"abbotic\", \"astromen\", \"biaxin\", \"biaxin filmtab\", \"biaxin hp\", \"biaxin xl\", \"biaxin xl filmtab\", \"bicrolid\", \"clacee\", \"clacid\", \"clacine\", \"clambiotic\", \"clarem\", \"claribid\", \"claricide\", \"claridar\", \"claripen\", \"clarith\", \"clarithromycin\", \"clarithromycine\", \"clarithromycinum\", \"claritromicina\", \"clathromycin\", \"crixan\", \"cyllid\", \"cyllind\", \"fromilid\", \"heliclar\", \"klabax\", \"klacid\", \"klaciped\", \"klaricid\", \"klaricid h.p\", \"klaricid h.p.\", \"klaricid pediatric\", \"klaricid xl\", \"klarid\", \"klarin\",
"CLR" 84029 "Clarithromycin" "Macrolides/lincosamides" "J01FA09" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"ch\", \"cla\", \"clar\", \"clm\", \"clr\")" "c(\"abbotic\", \"astromen\", \"biaxin\", \"biaxin filmtab\", \"biaxin hp\", \"biaxin xl\", \"biaxin xl filmtab\", \"bicrolid\", \"clacee\", \"clacid\", \"clacine\", \"clambiotic\", \"clarem\", \"claribid\", \"claricide\", \"claridar\", \"claripen\", \"clarith\", \"clarithromycin\", \"clarithromycine\", \"clarithromycinum\", \"claritromicina\", \"clathromycin\", \"crixan\", \"cyllid\", \"cyllind\", \"fromilid\", \"heliclar\", \"klabax\", \"klacid\", \"klaciped\", \"klaricid\", \"klaricid h.p\", \"klaricid h.p.\", \"klaricid pediatric\", \"klaricid xl\", \"klarid\", \"klarin\",
\"kofron\", \"mabicrol\", \"macladin\", \"maclar\", \"veclam\", \"vikrol\", \"zeclar\")" 0.5 "g" 1 "g" "c(\"16619-9\", \"25253-6\", \"34638-7\", \"80559-8\")"
"CLA1" 5280980 "Clavulanic acid" "Other antibacterials" "" "c(\"acide clavulanique\", \"acido clavulanico\", \"acidum clavulanicum\", \"clavulanate\", \"clavulanate acid\", \"clavulanate lithium\", \"clavulanic acid\", \"clavulansaeure\", \"clavulansaure\", \"clavulinic acid\", \"clavulox\", \"sodium clavulanate\")" "character(0)"
"CLX" 60063 "Clinafloxacin" "Quinolones" "" "clinafloxacin" "character(0)"
"CLI" "J01FF01" 446598 "Clindamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Lincosamides" "c(\"cc\", \"cd\", \"cli\", \"clin\", \"cm\", \"da\")" "c(\"antirobe\", \"chlolincocin\", \"clindaderm\", \"clindamicina\", \"clindamycin\", \"clindamycine\", \"clindamycinum\", \"clinimycin\", \"dalacin c\", \"dalacine\", \"klimicin\", \"sobelin\")" 1.2 "g" 1.8 "g" "c(\"16621-5\", \"16622-3\", \"25249-4\", \"3486-8\")"
"CLF" "J04BA01" 2794 "Clofazimine" "Antimycobacterials" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "clof" "c(\"chlofazimine\", \"clofazimin\", \"clofazimina\", \"clofazimine\", \"clofaziminum\", \"lampren\", \"lamprene\", \"riminophenazine\")" 0.1 "g" "character(0)"
"CLF1" "J01XX03" 2799 "Clofoctol" "Other antibacterials" "Other antibacterials" "Other antibacterials" "" "c(\"clofoctol\", \"clofoctolo\", \"clofoctolum\", \"gramplus\", \"octofene\")" "character(0)"
"CLM" "J01CE07" 71807 "Clometocillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"chlomethocillin\", \"clometacillin\", \"clometocilina\", \"clometocillin\", \"clometocilline\", \"clometocillinum\", \"rixapen\")" 1 "g" "character(0)"
"CLM1" "J01AA11" 54680675 "Clomocycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"chlormethylencycline\", \"clomociclina\", \"clomocyclin\", \"clomocycline\", \"clomocyclinum\", \"megaclor\")" 1 "g" "character(0)"
"CTR" "G01AF02" 2812 "Clotrimazole" "Antifungals/antimycotics" "clot" "c(\"canesten\", \"canesten cream\", \"canesten solution\", \"canestene\", \"canestine\", \"canifug\", \"chlotrimazole\", \"cimitidine\", \"clomatin\", \"clotrimaderm\", \"clotrimaderm cream\", \"clotrimazol\", \"clotrimazole\", \"clotrimazolum\", \"cutistad\", \"desamix f\", \"diphenylmethane\", \"empecid\", \"esparol\", \"fem care\", \"femcare\", \"gyne lotrimin\", \"jidesheng\", \"kanesten\", \"klotrimazole\", \"lotrimax\", \"lotrimin\", \"lotrimin af\", \"lotrimin af cream\", \"lotrimin af lotion\", \"lotrimin af solution\", \"lotrimin cream\", \"lotrimin lotion\",
"CLA1" 5280980 "Clavulanic acid" "Other antibacterials" "" "c(\"acide clavulanique\", \"acido clavulanico\", \"acidum clavulanicum\", \"clavulanate\", \"clavulanate acid\", \"clavulanate lithium\", \"clavulanic acid\", \"clavulansaeure\", \"clavulansaure\", \"clavulinic acid\", \"clavulox\", \"sodium clavulanate\")" "character(0)"
"CLX" 60063 "Clinafloxacin" "Quinolones" "" "clinafloxacin" "character(0)"
"CLI" 446598 "Clindamycin" "Macrolides/lincosamides" "c(\"D10AF01\", \"G01AA10\", \"J01FF01\")" "Macrolides, lincosamides and streptogramins" "Lincosamides" "c(\"cc\", \"cd\", \"cli\", \"clin\", \"cm\", \"da\")" "c(\"antirobe\", \"chlolincocin\", \"clindaderm\", \"clindamicina\", \"clindamycin\", \"clindamycine\", \"clindamycinum\", \"clinimycin\", \"dalacin c\", \"dalacine\", \"klimicin\", \"sobelin\")" 1.2 "g" 1.8 "g" "c(\"16621-5\", \"16622-3\", \"25249-4\", \"3486-8\")"
"CLF" 2794 "Clofazimine" "Antimycobacterials" "J04BA01" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "clof" "c(\"chlofazimine\", \"clofazimin\", \"clofazimina\", \"clofazimine\", \"clofaziminum\", \"lampren\", \"lamprene\", \"riminophenazine\")" 0.1 "g" "character(0)"
"CLF1" 2799 "Clofoctol" "Other antibacterials" "J01XX03" "Other antibacterials" "Other antibacterials" "" "c(\"clofoctol\", \"clofoctolo\", \"clofoctolum\", \"gramplus\", \"octofene\")" "character(0)"
"CLM" 71807 "Clometocillin" "Beta-lactams/penicillins" "J01CE07" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"chlomethocillin\", \"clometacillin\", \"clometocilina\", \"clometocillin\", \"clometocilline\", \"clometocillinum\", \"rixapen\")" 1 "g" "character(0)"
"CLM1" 54680675 "Clomocycline" "Tetracyclines" "J01AA11" "Tetracyclines" "Tetracyclines" "" "c(\"chlormethylencycline\", \"clomociclina\", \"clomocyclin\", \"clomocycline\", \"clomocyclinum\", \"megaclor\")" 1 "g" "character(0)"
"CTR" 2812 "Clotrimazole" "Antifungals/antimycotics" "c(\"A01AB18\", \"D01AC01\", \"G01AF02\")" "clot" "c(\"canesten\", \"canesten cream\", \"canesten solution\", \"canestene\", \"canestine\", \"canifug\", \"chlotrimazole\", \"cimitidine\", \"clomatin\", \"clotrimaderm\", \"clotrimaderm cream\", \"clotrimazol\", \"clotrimazole\", \"clotrimazolum\", \"cutistad\", \"desamix f\", \"diphenylmethane\", \"empecid\", \"esparol\", \"fem care\", \"femcare\", \"gyne lotrimin\", \"jidesheng\", \"kanesten\", \"klotrimazole\", \"lotrimax\", \"lotrimin\", \"lotrimin af\", \"lotrimin af cream\", \"lotrimin af lotion\", \"lotrimin af solution\", \"lotrimin cream\", \"lotrimin lotion\",
\"lotrimin solution\", \"monobaycuten\", \"mycelax\", \"mycelex\", \"mycelex cream\", \"mycelex g\", \"mycelex otc\", \"mycelex solution\", \"mycelex troches\", \"mycelex twin pack\", \"myclo cream\", \"myclo solution\", \"myclo spray solution\", \"mycofug\", \"mycosporin\", \"mykosporin\", \"nalbix\", \"otomax\", \"pedisafe\", \"rimazole\", \"stiemazol\", \"tibatin\", \"trimysten\", \"veltrim\")" "character(0)"
"CLO" "J01CF02" 6098 "Cloxacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"\", \"clox\")" "c(\"chloroxacillin\", \"clossacillina\", \"cloxacilina\", \"cloxacillin\", \"cloxacillin sodium\", \"cloxacilline\", \"cloxacillinna\", \"cloxacillinum\", \"cloxapen\", \"methocillin s\", \"orbenin\", \"syntarpen\", \"tegopen\")" 2 "g" 2 "g" "c(\"16628-0\", \"25250-2\")"
"COL" "J01XB01" 5311054 "Colistin" "Polymyxins" "Other antibacterials" "Polymyxins" "c(\"cl\", \"coli\", \"cs\", \"cst\", \"ct\")" "c(\"belcomycine\", \"colimycin\", \"colimycin sulphate\", \"colisticin\", \"colistimethate\", \"colistimethate sodium\", \"colistin sulfate\", \"colistin sulphate\", \"colomycin\", \"coly-mycin\", \"polymyxin e\", \"polymyxin e. sulfate\", \"promixin\", \"totazina\")" 9 "MU" "c(\"16645-4\", \"29493-4\")"
"COP" "Colistin/polysorbate" "Other antibacterials" "" "" ""
"CYC" "J04AB01" 6234 "Cycloserine" "Oxazolidinones" "Drugs for treatment of tuberculosis" "Antibiotics" "cycl" "c(\"cicloserina\", \"closerin\", \"closina\", \"cyclorin\", \"cycloserin\", \"cycloserine\", \"cycloserinum\", \"farmiserina\", \"micoserina\", \"miroserina\", \"miroseryn\", \"novoserin\", \"oxamicina\", \"oxamycin\", \"seromycin\", \"tebemicina\", \"tisomycin\", \"wasserina\")" 0.75 "g" "c(\"16702-3\", \"25251-0\", \"3519-6\")"
"DAL" "J01XA04" 23724878 "Dalbavancin" "Glycopeptides" "Other antibacterials" "Glycopeptide antibacterials" "dalb" "c(\"dalbavancin\", \"dalvance\")" 1.5 "character(0)"
"DAN" 71335 "Danofloxacin" "Quinolones" "" "c(\"advocin\", \"danofloxacin\", \"danofloxacine\", \"danofloxacino\", \"danofloxacinum\")" "character(0)"
"DPS" "J04BA02" 2955 "Dapsone" "Other antibacterials" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "" "c(\"aczone\", \"araldite ht\", \"atrisone\", \"avlosulfon\", \"avlosulfone\", \"avlosulphone\", \"avsulfor\", \"bis sulfone\", \"bissulfone\", \"bissulphone\", \"croysulfone\", \"croysulphone\", \"dapson\", \"dapsona\", \"dapsone\", \"dapsonum\", \"di sulfone\", \"diaphenyl sulfone\", \"diaphenylsulfon\", \"diaphenylsulfone\", \"diaphenylsulphon\", \"diaphenylsulphone\", \"dimitone\", \"diphenasone\", \"diphone\", \"disulfone\", \"disulone\", \"disulphone\", \"dubronax\", \"dubronaz\", \"dumitone\", \"eporal\", \"metabolite c\", \"novophone\", \"protogen\", \"servidapson\",
"CLO" 6098 "Cloxacillin" "Beta-lactams/penicillins" "J01CF02" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"\", \"clox\")" "c(\"chloroxacillin\", \"clossacillina\", \"cloxacilina\", \"cloxacillin\", \"cloxacillin sodium\", \"cloxacilline\", \"cloxacillinna\", \"cloxacillinum\", \"cloxapen\", \"methocillin s\", \"orbenin\", \"syntarpen\", \"tegopen\")" 2 "g" 2 "g" "c(\"16628-0\", \"25250-2\")"
"COL" 5311054 "Colistin" "Polymyxins" "c(\"A07AA10\", \"J01XB01\")" "Other antibacterials" "Polymyxins" "c(\"cl\", \"coli\", \"cs\", \"cst\", \"ct\")" "c(\"belcomycine\", \"colimycin\", \"colimycin sulphate\", \"colisticin\", \"colistimethate\", \"colistimethate sodium\", \"colistin sulfate\", \"colistin sulphate\", \"colomycin\", \"coly-mycin\", \"polymyxin e\", \"polymyxin e. sulfate\", \"promixin\", \"totazina\")" 9 "MU" 9 "MU" "c(\"16645-4\", \"29493-4\")"
"COP" "Colistin/polysorbate" "Other antibacterials" "" "" ""
"CYC" 6234 "Cycloserine" "Oxazolidinones" "J04AB01" "Drugs for treatment of tuberculosis" "Antibiotics" "cycl" "c(\"cicloserina\", \"closerin\", \"closina\", \"cyclorin\", \"cycloserin\", \"cycloserine\", \"cycloserinum\", \"farmiserina\", \"micoserina\", \"miroserina\", \"miroseryn\", \"novoserin\", \"oxamicina\", \"oxamycin\", \"seromycin\", \"tebemicina\", \"tisomycin\", \"wasserina\")" 0.75 "g" "c(\"16702-3\", \"25251-0\", \"3519-6\")"
"DAL" 23724878 "Dalbavancin" "Glycopeptides" "J01XA04" "Other antibacterials" "Glycopeptide antibacterials" "dalb" "c(\"dalbavancin\", \"dalvance\")" 1.5 "g" "character(0)"
"DAN" 71335 "Danofloxacin" "Quinolones" "" "c(\"advocin\", \"danofloxacin\", \"danofloxacine\", \"danofloxacino\", \"danofloxacinum\")" "character(0)"
"DPS" 2955 "Dapsone" "Other antibacterials" "c(\"D10AX05\", \"J04BA02\")" "Drugs for treatment of lepra" "Drugs for treatment of lepra" "" "c(\"aczone\", \"araldite ht\", \"atrisone\", \"avlosulfon\", \"avlosulfone\", \"avlosulphone\", \"avsulfor\", \"bis sulfone\", \"bissulfone\", \"bissulphone\", \"croysulfone\", \"croysulphone\", \"dapson\", \"dapsona\", \"dapsone\", \"dapsonum\", \"di sulfone\", \"diaphenyl sulfone\", \"diaphenylsulfon\", \"diaphenylsulfone\", \"diaphenylsulphon\", \"diaphenylsulphone\", \"dimitone\", \"diphenasone\", \"diphone\", \"disulfone\", \"disulone\", \"disulphone\", \"dubronax\", \"dubronaz\", \"dumitone\", \"eporal\", \"metabolite c\", \"novophone\", \"protogen\", \"servidapson\",
\"slphadione\", \"sulfadione\", \"sulfona\", \"sulfone ucb\", \"sulfonyldianiline\", \"sulphadione\", \"sulphonyldianiline\", \"sumicure s\", \"tarimyl\", \"udolac\", \"wln: zr dswr dz\")" 50 "mg" "9747-7"
"DAP" "J01XX09" 16134395 "Daptomycin" "Other antibacterials" "Other antibacterials" "Other antibacterials" "c(\"dap\", \"dapt\")" "c(\"cidecin\", \"cubicin\", \"dapcin\", \"daptomicina\", \"daptomycine\", \"daptomycinum\")" 0.28 "g" "character(0)"
"DFX" 487101 "Delafloxacin" "Quinolones" "" "c(\"baxdela\", \"delafloxacin\", \"delafloxacinum\")" "character(0)"
"DLM" "J04AK06" 6480466 "Delamanid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "dela" "c(\"delamanid\", \"deltyba\")" 0.2 "character(0)"
"DEM" "J01AA01" 54680690 "Demeclocycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"bioterciclin\", \"clortetrin\", \"deganol\", \"demeclociclina\", \"demeclocycline\", \"demeclocyclinum\", \"demeclor\", \"demetraclin\", \"diuciclin\", \"elkamicina\", \"ledermycin\", \"mexocine\", \"novotriclina\", \"perciclina\", \"sumaclina\")" 0.6 "g" "c(\"10982-7\", \"29494-2\")"
"DKB" "J01GB09" 470999 "Dibekacin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"debecacin\", \"dibekacin\", \"dibekacin sulfate\", \"dibekacina\", \"dibekacine\", \"dibekacinum\", \"dideoxykanamycin b\", \"kappati\", \"orbicin\", \"panamicin\")" 0.14 "g" "character(0)"
"DIC" "J01CF01" 18381 "Dicloxacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"\", \"dicl\")" "c(\"dichloroxacillin\", \"diclossacillina\", \"dicloxaciclin\", \"dicloxacilin\", \"dicloxacilina\", \"dicloxacillin\", \"dicloxacillin sodium\", \"dicloxacillina\", \"dicloxacilline\", \"dicloxacillinum\", \"dicloxacycline\", \"dycill\", \"dynapen\", \"maclicine\", \"nm|| dicloxacillin\", \"pathocil\")" 2 "g" 2 "g" "c(\"10984-3\", \"16769-2\", \"25252-8\")"
"DIF" 56206 "Difloxacin" "Quinolones" "" "difloxacin" "character(0)"
"DIR" "J01FA13" 6473883 "Dirithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"dirithromycin\", \"dirithromycine\", \"dirithromycinum\", \"diritromicina\", \"divitross\", \"dynabac\", \"noriclan\", \"valodin\")" 0.5 "g" "character(0)"
"DOR" "J01DH04" 73303 "Doripenem" "Carbapenems" "Other beta-lactam antibacterials" "Carbapenems" "dori" "c(\"doribax\", \"doripenem\", \"doripenem hydrate\", \"finibax\")" 1.5 "character(0)"
"DOX" "J01AA02" 54671203 "Doxycycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "c(\"dox\", \"doxy\")" "c(\"atridox\", \"azudoxat\", \"deoxymykoin\", \"dossiciclina\", \"doxcycline anhydrous\", \"doxiciclina\", \"doxitard\", \"doxivetin\", \"doxycen\", \"doxychel\", \"doxycin\", \"doxycyclin\", \"doxycycline\", \"doxycycline calcium\", \"doxycycline hyclate\", \"doxycyclinum\", \"doxylin\", \"doxysol\", \"doxytec\", \"doxytetracycline\", \"hydramycin\", \"investin\", \"jenacyclin\", \"liviatin\", \"monodox\", \"oracea\", \"periostat\", \"ronaxan\", \"spanor\", \"supracyclin\", \"vibramycin\", \"vibramycin novum\", \"vibramycine\", \"vibravenos\", \"zenavod\")" 0.1 "g" 0.1 "g" "c(\"10986-8\", \"21250-6\", \"26902-7\")"
"ECO" "J01XDXX" 3198 "Econazole" "Antifungals/antimycotics" "econ" "c(\"econazol\", \"econazole\", \"econazolum\", \"ecostatin\", \"ecostatin cream\", \"palavale\", \"pevaryl\", \"spectazole\", \"spectazole cream\")" "character(0)"
"ENX" "J01MA04" 3229 "Enoxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"enox\")" "c(\"almitil\", \"bactidan\", \"bactidron\", \"comprecin\", \"enofloxacine\", \"enoksetin\", \"enoram\", \"enoxacin\", \"enoxacina\", \"enoxacine\", \"enoxacino\", \"enoxacinum\", \"enoxen\", \"enoxin\", \"enoxor\", \"flumark\", \"penetrex\")" 0.8 "g" "c(\"16816-1\", \"3590-7\")"
"ENR" 71188 "Enrofloxacin" "Quinolones" "" "c(\"baytril\", \"enrofloxacin\", \"enrofloxacine\", \"enrofloxacino\", \"enrofloxacinum\")" "character(0)"
"ENV" 135565326 "Enviomycin (Tuberactinomycin)" "Antimycobacterials" "" "c(\"enviomicina\", \"enviomycin\", \"enviomycina\", \"enviomycinum\")" "character(0)"
"EPE" "Eperozolid" "Other antibacterials" "" "" ""
"EPC" "J01CA07" 71392 "Epicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"dexacillin\", \"dihydroampicillin\", \"epicilina\", \"epicillin\", \"epicilline\", \"epicillinum\")" 2 "g" 2 "g" "character(0)"
"EPP" 68916 "Epiroprim" "Other antibacterials" "" "c(\"epiroprim\", \"epiroprima\", \"epiroprime\", \"epiroprimum\")" "character(0)"
"ERV" "J01AA13" 54726192 "Eravacycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "erav" "eravacycline" "character(0)"
"ETP" "J01DH03" 150610 "Ertapenem" "Carbapenems" "Other beta-lactam antibacterials" "Carbapenems" "c(\"erta\", \"etp\")" "c(\"ertapenem\", \"invanz\")" 1 "g" "character(0)"
"ERY" "J01FA01" 12560 "Erythromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"e\", \"em\", \"ery\", \"eryt\")" "c(\"abboticin\", \"abomacetin\", \"acneryne\", \"acnesol\", \"akne cordes losung\", \"aknederm ery gel\", \"aknemycin\", \"austrias\", \"benzamycin\", \"derimer\", \"deripil\", \"dotycin\", \"dumotrycin\", \"emuvin\", \"emycin\", \"endoeritrin\", \"erecin\", \"erisone\", \"eritomicina\", \"eritrocina\", \"eritromicina\", \"ermycin\", \"eryacne\", \"eryacnen\", \"eryc sprinkles\", \"erycen\", \"erycette\", \"erycin\", \"erycinum\", \"eryderm\", \"erydermer\", \"erygel\", \"eryhexal\", \"erymax\", \"erymed\", \"erysafe\", \"erytab\", \"erythrocin\", \"erythrocin stearate\",
"DAP" 16134395 "Daptomycin" "Other antibacterials" "J01XX09" "Other antibacterials" "Other antibacterials" "c(\"dap\", \"dapt\")" "c(\"cidecin\", \"cubicin\", \"dapcin\", \"daptomicina\", \"daptomycine\", \"daptomycinum\")" 0.28 "g" "character(0)"
"DFX" 487101 "Delafloxacin" "Quinolones" "J01MA23" "" "c(\"baxdela\", \"delafloxacin\", \"delafloxacinum\")" 0.9 "g" 0.6 "g" "character(0)"
"DLM" 6480466 "Delamanid" "Antimycobacterials" "J04AK06" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "dela" "c(\"delamanid\", \"deltyba\")" 0.2 "g" "character(0)"
"DEM" 54680690 "Demeclocycline" "Tetracyclines" "c(\"D06AA01\", \"J01AA01\")" "Tetracyclines" "Tetracyclines" "" "c(\"bioterciclin\", \"clortetrin\", \"deganol\", \"demeclociclina\", \"demeclocycline\", \"demeclocyclinum\", \"demeclor\", \"demetraclin\", \"diuciclin\", \"elkamicina\", \"ledermycin\", \"mexocine\", \"novotriclina\", \"perciclina\", \"sumaclina\")" 0.6 "g" "c(\"10982-7\", \"29494-2\")"
"DKB" 470999 "Dibekacin" "Aminoglycosides" "J01GB09" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"debecacin\", \"dibekacin\", \"dibekacin sulfate\", \"dibekacina\", \"dibekacine\", \"dibekacinum\", \"dideoxykanamycin b\", \"kappati\", \"orbicin\", \"panamicin\")" 0.14 "g" "character(0)"
"DIC" 18381 "Dicloxacillin" "Beta-lactams/penicillins" "J01CF01" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"\", \"dicl\")" "c(\"dichloroxacillin\", \"diclossacillina\", \"dicloxaciclin\", \"dicloxacilin\", \"dicloxacilina\", \"dicloxacillin\", \"dicloxacillin sodium\", \"dicloxacillina\", \"dicloxacilline\", \"dicloxacillinum\", \"dicloxacycline\", \"dycill\", \"dynapen\", \"maclicine\", \"nm|| dicloxacillin\", \"pathocil\")" 2 "g" 2 "g" "c(\"10984-3\", \"16769-2\", \"25252-8\")"
"DIF" 56206 "Difloxacin" "Quinolones" "" "difloxacin" "character(0)"
"DIR" 6473883 "Dirithromycin" "Macrolides/lincosamides" "J01FA13" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"dirithromycin\", \"dirithromycine\", \"dirithromycinum\", \"diritromicina\", \"divitross\", \"dynabac\", \"noriclan\", \"valodin\")" 0.5 "g" "character(0)"
"DOR" 73303 "Doripenem" "Carbapenems" "J01DH04" "Other beta-lactam antibacterials" "Carbapenems" "dori" "c(\"doribax\", \"doripenem\", \"doripenem hydrate\", \"finibax\")" 1.5 "g" "character(0)"
"DOX" 54671203 "Doxycycline" "Tetracyclines" "c(\"A01AB22\", \"J01AA02\")" "Tetracyclines" "Tetracyclines" "c(\"dox\", \"doxy\")" "c(\"atridox\", \"azudoxat\", \"deoxymykoin\", \"dossiciclina\", \"doxcycline anhydrous\", \"doxiciclina\", \"doxitard\", \"doxivetin\", \"doxycen\", \"doxychel\", \"doxycin\", \"doxycyclin\", \"doxycycline\", \"doxycycline calcium\", \"doxycycline hyclate\", \"doxycyclinum\", \"doxylin\", \"doxysol\", \"doxytec\", \"doxytetracycline\", \"hydramycin\", \"investin\", \"jenacyclin\", \"liviatin\", \"monodox\", \"oracea\", \"periostat\", \"ronaxan\", \"spanor\", \"supracyclin\", \"vibramycin\", \"vibramycin novum\", \"vibramycine\", \"vibravenos\", \"zenavod\")" 0.1 "g" 0.1 "g" "c(\"10986-8\", \"21250-6\", \"26902-7\")"
"ECO" 3198 "Econazole" "Antifungals/antimycotics" "c(\"D01AC03\", \"G01AF05\")" "Antifungals for topical use" "Imidazole and triazole derivatives" "econ" "c(\"econazol\", \"econazole\", \"econazolum\", \"ecostatin\", \"ecostatin cream\", \"palavale\", \"pevaryl\", \"spectazole\", \"spectazole cream\")" "character(0)"
"ENX" 3229 "Enoxacin" "Quinolones" "J01MA04" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"enox\")" "c(\"almitil\", \"bactidan\", \"bactidron\", \"comprecin\", \"enofloxacine\", \"enoksetin\", \"enoram\", \"enoxacin\", \"enoxacina\", \"enoxacine\", \"enoxacino\", \"enoxacinum\", \"enoxen\", \"enoxin\", \"enoxor\", \"flumark\", \"penetrex\")" 0.8 "g" "c(\"16816-1\", \"3590-7\")"
"ENR" 71188 "Enrofloxacin" "Quinolones" "" "c(\"baytril\", \"enrofloxacin\", \"enrofloxacine\", \"enrofloxacino\", \"enrofloxacinum\")" "character(0)"
"ENV" 135565326 "Enviomycin (Tuberactinomycin)" "Antimycobacterials" "" "c(\"enviomicina\", \"enviomycin\", \"enviomycina\", \"enviomycinum\")" "character(0)"
"EPE" "Eperozolid" "Other antibacterials" "" "" ""
"EPC" 71392 "Epicillin" "Beta-lactams/penicillins" "J01CA07" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"dexacillin\", \"dihydroampicillin\", \"epicilina\", \"epicillin\", \"epicilline\", \"epicillinum\")" 2 "g" 2 "g" "character(0)"
"EPP" 68916 "Epiroprim" "Other antibacterials" "" "c(\"epiroprim\", \"epiroprima\", \"epiroprime\", \"epiroprimum\")" "character(0)"
"ERV" 54726192 "Eravacycline" "Tetracyclines" "J01AA13" "Tetracyclines" "Tetracyclines" "erav" "eravacycline" "character(0)"
"ETP" 150610 "Ertapenem" "Carbapenems" "J01DH03" "Other beta-lactam antibacterials" "Carbapenems" "c(\"erta\", \"etp\")" "c(\"ertapenem\", \"invanz\")" 1 "g" "character(0)"
"ERY" 12560 "Erythromycin" "Macrolides/lincosamides" "c(\"D10AF02\", \"J01FA01\", \"S01AA17\")" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"e\", \"em\", \"ery\", \"eryt\")" "c(\"abboticin\", \"abomacetin\", \"acneryne\", \"acnesol\", \"akne cordes losung\", \"aknederm ery gel\", \"aknemycin\", \"austrias\", \"benzamycin\", \"derimer\", \"deripil\", \"dotycin\", \"dumotrycin\", \"emuvin\", \"emycin\", \"endoeritrin\", \"erecin\", \"erisone\", \"eritomicina\", \"eritrocina\", \"eritromicina\", \"ermycin\", \"eryacne\", \"eryacnen\", \"eryc sprinkles\", \"erycen\", \"erycette\", \"erycin\", \"erycinum\", \"eryderm\", \"erydermer\", \"erygel\", \"eryhexal\", \"erymax\", \"erymed\", \"erysafe\", \"erytab\", \"erythrocin\", \"erythrocin stearate\",
\"erythroderm\", \"erythrogran\", \"erythroguent\", \"erythromid\", \"erythromycin\", \"erythromycin a\", \"erythromycin base\", \"erythromycin lactate\", \"erythromycine\", \"erythromycines\", \"erythromycinum\", \"erytop\", \"erytrociclin\", \"ilocaps\", \"ilosone\", \"iloticina\", \"ilotycin\", \"ilotycin gluceptate\", \"ilotycin t.s.\", \"inderm\", \"inderm gel\", \"indermretcin\", \"latotryd\", \"lederpax\", \"mephamycin\", \"mercina\", \"oftamolets\", \"paediathrocin\", \"pantoderm\", \"pantodrin\", \"pantomicina\", \"pce dispertab\", \"pharyngocin\", \"primacine\",
\"propiocine\", \"proterytrin\", \"retcin\", \"robimycin\", \"romycin\", \"sansac\", \"skid gel e\", \"staticin\", \"stiemicyn\", \"stiemycin\", \"theramycin z\", \"tiloryth\", \"tiprocin\", \"torlamicina\", \"udima ery gel\", \"wyamycin s\")" 2 "g" 1 "g" "c(\"12298-6\", \"16829-4\", \"25275-9\", \"3597-2\")"
"ETH" "J04AK02" 14052 "Ethambutol" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "etha" "c(\"aethambutolum\", \"ebutol\", \"etambutol\", \"etambutolo\", \"etapiam\", \"ethambutol\", \"ethambutolum\", \"myambutol\", \"mycobutol\", \"purderal\", \"servambutol\")" 1.2 "g" 1.2 "g" "c(\"25404-5\", \"3607-9\")"
"ETI" "J04AM03" 456476 "Ethambutol/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"ETI1" "J04AD03" 2761171 "Ethionamide" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "ethi" "c(\"aethionamidum\", \"aetina\", \"aetiva\", \"amidazin\", \"amidazine\", \"ethatyl\", \"ethimide\", \"ethina\", \"ethinamide\", \"ethionamide\", \"ethionamidum\", \"ethioniamide\", \"ethylisothiamide\", \"ethyonomide\", \"etimid\", \"etiocidan\", \"etionamid\", \"etionamida\", \"etionamide\", \"etioniamid\", \"etionid\", \"etionizin\", \"etionizina\", \"etionizine\", \"fatoliamid\", \"iridocin\", \"iridocin bayer\", \"iridozin\", \"isothin\", \"isotiamida\", \"itiocide\", \"nicotion\", \"nisotin\", \"nizotin\", \"rigenicid\", \"sertinon\", \"teberus\", \"thianid\", \"thianide\",
"ETH" 14052 "Ethambutol" "Antimycobacterials" "J04AK02" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "etha" "c(\"aethambutolum\", \"ebutol\", \"etambutol\", \"etambutolo\", \"etapiam\", \"ethambutol\", \"ethambutolum\", \"myambutol\", \"mycobutol\", \"purderal\", \"servambutol\")" 1.2 "g" 1.2 "g" "c(\"25404-5\", \"3607-9\")"
"ETI" 456476 "Ethambutol/isoniazid" "Antimycobacterials" "J04AM03" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"ETI1" 2761171 "Ethionamide" "Antimycobacterials" "J04AD03" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "ethi" "c(\"aethionamidum\", \"aetina\", \"aetiva\", \"amidazin\", \"amidazine\", \"ethatyl\", \"ethimide\", \"ethina\", \"ethinamide\", \"ethionamide\", \"ethionamidum\", \"ethioniamide\", \"ethylisothiamide\", \"ethyonomide\", \"etimid\", \"etiocidan\", \"etionamid\", \"etionamida\", \"etionamide\", \"etioniamid\", \"etionid\", \"etionizin\", \"etionizina\", \"etionizine\", \"fatoliamid\", \"iridocin\", \"iridocin bayer\", \"iridozin\", \"isothin\", \"isotiamida\", \"itiocide\", \"nicotion\", \"nisotin\", \"nizotin\", \"rigenicid\", \"sertinon\", \"teberus\", \"thianid\", \"thianide\",
\"thioamide\", \"thiodine\", \"thiomid\", \"thioniden\", \"tianid\", \"tiomid\", \"trecator\", \"trecator sc\", \"trekator\", \"trescatyl\", \"trescazide\", \"tubenamide\", \"tubermin\", \"tuberoid\", \"tuberoson\")" 0.75 "g" "16845-0"
"ETO" 6034 "Ethopabate" "Other antibacterials" "" "c(\"amprol plus\", \"ethopabat\", \"ethopabate\", \"ethyl pabate\")" "character(0)"
"FAR" "J01DI03" 65894 "Faropenem" "Other antibacterials" "" "c(\"faropenem\", \"faropenem sodium\", \"fropenem\", \"fropenum sodium\")" 0.75 "character(0)"
"FDX" 10034073 "Fidaxomicin" "Other antibacterials" "" "c(\"dificid\", \"dificlir\", \"difimicin\", \"fidaxomicin\", \"lipiarmycin\", \"tiacumicin b\")" "character(0)"
"FIN" 11567473 "Finafloxacin" "Quinolones" "" "finafloxacin" "character(0)"
"FLA" 46783781 "Flavomycin" "Other antibacterials" "" "moenomycin complex" "character(0)"
"FLE" "J01MA08" 3357 "Fleroxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"fler\")" "c(\"fleroxacin\", \"fleroxacine\", \"fleroxacino\", \"fleroxacinum\", \"fleroxicin\", \"megalocin\", \"megalone\", \"megalosin\", \"quinodis\")" 0.4 "g" 0.4 "g" "character(0)"
"FLO" 65864 "Flomoxef" "Other antibacterials" "" "c(\"flomoxef\", \"flomoxefo\", \"flomoxefum\")" "character(0)"
"FLR" 114811 "Florfenicol" "Other antibacterials" "" "c(\"aquafen\", \"florfenicol\", \"nuflor\", \"nuflor gold\")" "87599-7"
"FLC" "J01CF05" 21319 "Flucloxacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"clox\", \"flux\")" "c(\"floxacillin\", \"floxapen\", \"floxapen sodium salt\", \"fluclox\", \"flucloxacilina\", \"flucloxacillin\", \"flucloxacilline\", \"flucloxacillinum\", \"fluorochloroxacillin\")" 2 "g" 2 "g" "character(0)"
"FLU" "J02AC01" 3365 "Fluconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Triazole derivatives" "c(\"fluc\", \"fluz\", \"flz\")" "c(\"alflucoz\", \"alfumet\", \"biocanol\", \"biozole\", \"biozolene\", \"canzol\", \"cryptal\", \"diflazon\", \"diflucan\", \"dimycon\", \"elazor\", \"flucazol\", \"fluconazol\", \"fluconazole\", \"fluconazole capsules\", \"fluconazolum\", \"flucostat\", \"flukezol\", \"flunazol\", \"flunizol\", \"flusol\", \"fluzon\", \"fluzone\", \"forcan\", \"fuconal\", \"fungata\", \"loitin\", \"oxifugol\", \"pritenzol\", \"syscan\", \"trican\", \"triconal\", \"triflucan\", \"zoltec\")" 0.2 "g" 0.2 "g" "c(\"10987-6\", \"16870-8\", \"25255-1\", \"80530-9\")"
"FLM" "J01MB07" 3374 "Flumequine" "Quinolones" "Quinolone antibacterials" "Other quinolones" "" "c(\"apurone\", \"fantacin\", \"flumequine\", \"flumequino\", \"flumequinum\", \"flumigal\", \"flumiquil\", \"flumisol\", \"flumix\", \"imequyl\")" 1.2 "g" "character(0)"
"FLR1" "J01FA14" 71260 "Flurithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"flurithromicina\", \"flurithromycime\", \"flurithromycin\", \"flurithromycine\", \"flurithromycinum\", \"fluritromicina\", \"fluritromycinum\", \"flurizic\")" 0.75 "g" "character(0)"
"FFL" 214356 "Fosfluconazole" "Antifungals/antimycotics" "" "c(\"fosfluconazole\", \"phosfluconazole\", \"procif\", \"prodif\")" "character(0)"
"FOS" "J01XX01" 446987 "Fosfomycin" "Other antibacterials" "Other antibacterials" "Other antibacterials" "c(\"ff\", \"fm\", \"fo\", \"fof\", \"fos\", \"fosf\")" "c(\"fosfocina\", \"fosfomicina\", \"fosfomycin\", \"fosfomycin sodium\", \"fosfomycine\", \"fosfomycinum\", \"fosfonomycin\", \"monuril\", \"monurol\", \"phosphonemycin\", \"phosphonomycin\", \"veramina\")" 3 "g" 8 "g" "character(0)"
"FMD" 572 "Fosmidomycin" "Other antibacterials" "" "c(\"fosmidomycin\", \"fosmidomycina\", \"fosmidomycine\", \"fosmidomycinum\")" "character(0)"
"FRM" 8378 "Framycetin" "Aminoglycosides" "c(\"\", \"fram\")" "c(\"actilin\", \"actiline\", \"antibiotique\", \"bycomycin\", \"endomixin\", \"enterfram\", \"fradiomycin\", \"fradiomycin b\", \"fradiomycinum\", \"framicetina\", \"framycetin\", \"framycetin sulfate\", \"framycetine\", \"framycetinum\", \"framygen\", \"fraquinol\", \"jernadex\", \"myacine\", \"myacyne\", \"mycerin\", \"mycifradin\", \"neobrettin\", \"neolate\", \"neomas\", \"neomcin\", \"neomicina\", \"neomin\", \"neomycin\", \"neomycin b\", \"neomycin b sulfate\", \"neomycin solution\", \"neomycin sulfate\", \"neomycin sulphate\", \"neomycinb\", \"neomycine\", \"neomycinum\",
"ETO" 6034 "Ethopabate" "Other antibacterials" "" "c(\"amprol plus\", \"ethopabat\", \"ethopabate\", \"ethyl pabate\")" "character(0)"
"FAR" 65894 "Faropenem" "Other antibacterials" "J01DI03" "Other beta-lactam antibacterials" "Other cephalosporins and penems" "" "c(\"faropenem\", \"faropenem sodium\", \"fropenem\", \"fropenum sodium\")" 0.75 "g" "character(0)"
"FDX" 10034073 "Fidaxomicin" "Other antibacterials" "A07AA12" "" "c(\"dificid\", \"dificlir\", \"difimicin\", \"fidaxomicin\", \"lipiarmycin\", \"tiacumicin b\")" 0.4 "g" "character(0)"
"FIN" 11567473 "Finafloxacin" "Quinolones" "" "finafloxacin" "character(0)"
"FLA" 46783781 "Flavomycin" "Other antibacterials" "" "moenomycin complex" "character(0)"
"FLE" 3357 "Fleroxacin" "Quinolones" "J01MA08" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"fler\")" "c(\"fleroxacin\", \"fleroxacine\", \"fleroxacino\", \"fleroxacinum\", \"fleroxicin\", \"megalocin\", \"megalone\", \"megalosin\", \"quinodis\")" 0.4 "g" 0.4 "g" "character(0)"
"FLO" 65864 "Flomoxef" "Other antibacterials" "J01DC14" "" "c(\"flomoxef\", \"flomoxefo\", \"flomoxefum\")" 2 "g" "character(0)"
"FLR" 114811 "Florfenicol" "Other antibacterials" "" "c(\"aquafen\", \"florfenicol\", \"nuflor\", \"nuflor gold\")" "87599-7"
"FLC" 21319 "Flucloxacillin" "Beta-lactams/penicillins" "J01CF05" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"clox\", \"flux\")" "c(\"floxacillin\", \"floxapen\", \"floxapen sodium salt\", \"fluclox\", \"flucloxacilina\", \"flucloxacillin\", \"flucloxacilline\", \"flucloxacillinum\", \"fluorochloroxacillin\")" 2 "g" 2 "g" "character(0)"
"FLU" 3365 "Fluconazole" "Antifungals/antimycotics" "c(\"D01AC15\", \"J02AC01\")" "Antimycotics for systemic use" "Triazole derivatives" "c(\"fluc\", \"fluz\", \"flz\")" "c(\"alflucoz\", \"alfumet\", \"biocanol\", \"biozole\", \"biozolene\", \"canzol\", \"cryptal\", \"diflazon\", \"diflucan\", \"dimycon\", \"elazor\", \"flucazol\", \"fluconazol\", \"fluconazole\", \"fluconazole capsules\", \"fluconazolum\", \"flucostat\", \"flukezol\", \"flunazol\", \"flunizol\", \"flusol\", \"fluzon\", \"fluzone\", \"forcan\", \"fuconal\", \"fungata\", \"loitin\", \"oxifugol\", \"pritenzol\", \"syscan\", \"trican\", \"triconal\", \"triflucan\", \"zoltec\")" 0.2 "g" 0.2 "g" "c(\"10987-6\", \"16870-8\", \"25255-1\", \"80530-9\")"
"FLM" 3374 "Flumequine" "Quinolones" "J01MB07" "Quinolone antibacterials" "Other quinolones" "" "c(\"apurone\", \"fantacin\", \"flumequine\", \"flumequino\", \"flumequinum\", \"flumigal\", \"flumiquil\", \"flumisol\", \"flumix\", \"imequyl\")" 1.2 "g" "character(0)"
"FLR1" 71260 "Flurithromycin" "Macrolides/lincosamides" "J01FA14" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"flurithromicina\", \"flurithromycime\", \"flurithromycin\", \"flurithromycine\", \"flurithromycinum\", \"fluritromicina\", \"fluritromycinum\", \"flurizic\")" 0.75 "g" "character(0)"
"FFL" 214356 "Fosfluconazole" "Antifungals/antimycotics" "" "c(\"fosfluconazole\", \"phosfluconazole\", \"procif\", \"prodif\")" "character(0)"
"FOS" 446987 "Fosfomycin" "Other antibacterials" "J01XX01" "Other antibacterials" "Other antibacterials" "c(\"ff\", \"fm\", \"fo\", \"fof\", \"fos\", \"fosf\")" "c(\"fosfocina\", \"fosfomicina\", \"fosfomycin\", \"fosfomycin sodium\", \"fosfomycine\", \"fosfomycinum\", \"fosfonomycin\", \"monuril\", \"monurol\", \"phosphonemycin\", \"phosphonomycin\", \"veramina\")" 3 "g" 8 "g" "character(0)"
"FMD" 572 "Fosmidomycin" "Other antibacterials" "" "c(\"fosmidomycin\", \"fosmidomycina\", \"fosmidomycine\", \"fosmidomycinum\")" "character(0)"
"FRM" 8378 "Framycetin" "Aminoglycosides" "c(\"D09AA01\", \"R01AX08\", \"S01AA07\")" "c(\"\", \"fram\")" "c(\"actilin\", \"actiline\", \"antibiotique\", \"bycomycin\", \"endomixin\", \"enterfram\", \"fradiomycin\", \"fradiomycin b\", \"fradiomycinum\", \"framicetina\", \"framycetin\", \"framycetin sulfate\", \"framycetine\", \"framycetinum\", \"framygen\", \"fraquinol\", \"jernadex\", \"myacine\", \"myacyne\", \"mycerin\", \"mycifradin\", \"neobrettin\", \"neolate\", \"neomas\", \"neomcin\", \"neomicina\", \"neomin\", \"neomycin\", \"neomycin b\", \"neomycin b sulfate\", \"neomycin solution\", \"neomycin sulfate\", \"neomycin sulphate\", \"neomycinb\", \"neomycine\", \"neomycinum\",
\"nivemycin\", \"pimavecort\", \"soframycin\", \"soframycine\", \"tuttomycin\", \"vonamycin\", \"vonamycin powder v\")" "character(0)"
"FRZ" 5323714 "Furazolidone" "Other antibacterials" "" "c(\"bifuron\", \"corizium\", \"coryzium\", \"diafuron\", \"enterotoxon\", \"furall\", \"furaxon\", \"furaxone\", \"furazol\", \"furazolidine\", \"furazolidon\", \"furazolidona\", \"furazolidone\", \"furazolidonum\", \"furazolum\", \"furazon\", \"furidon\", \"furovag\", \"furox aerosol powder\", \"furoxal\", \"furoxane\", \"furoxon\", \"furoxone\", \"furoxone liquid\", \"furoxone swine mix\", \"furozolidine\", \"giardil\", \"giarlam\", \"medaron\", \"neftin\", \"nicolen\", \"nifulidone\", \"nifuran\", \"nifurazolidone\", \"nifurazolidonum\", \"nitrofurazolidone\", \"nitrofurazolidonum\",
"FRZ" 5323714 "Furazolidone" "Other antibacterials" "G01AX06" "" "c(\"bifuron\", \"corizium\", \"coryzium\", \"diafuron\", \"enterotoxon\", \"furall\", \"furaxon\", \"furaxone\", \"furazol\", \"furazolidine\", \"furazolidon\", \"furazolidona\", \"furazolidone\", \"furazolidonum\", \"furazolum\", \"furazon\", \"furidon\", \"furovag\", \"furox aerosol powder\", \"furoxal\", \"furoxane\", \"furoxon\", \"furoxone\", \"furoxone liquid\", \"furoxone swine mix\", \"furozolidine\", \"giardil\", \"giarlam\", \"medaron\", \"neftin\", \"nicolen\", \"nifulidone\", \"nifuran\", \"nifurazolidone\", \"nifurazolidonum\", \"nitrofurazolidone\", \"nitrofurazolidonum\",
\"nitrofuroxon\", \"optazol\", \"ortazol\", \"puradin\", \"roptazol\", \"sclaventerol\", \"tikofuran\", \"topazone\", \"trichofuron\", \"tricofuron\", \"tricoron\", \"trifurox\", \"viofuragyn\")" "character(0)"
"FUS" "J01XC01" 3000226 "Fusidic acid" "Other antibacterials" "Other antibacterials" "Steroid antibacterials" "c(\"fa\", \"fusi\")" "c(\"acide fusidique\", \"acido fusidico\", \"acidum fusidicum\", \"flucidin\", \"fucidate\", \"fucidate sodium\", \"fucidic acid\", \"fucidin\", \"fucidin acid\", \"fucithalmic\", \"fusidate\", \"fusidate acid\", \"fusidic acid\", \"fusidine\", \"fusidinic acid\", \"ramycin\")" 1.5 "g" 1.5 "g" "character(0)"
"GAM" 59364992 "Gamithromycin" "Macrolides/lincosamides" "" "gamithromycin" "character(0)"
"GRN" 124093 "Garenoxacin" "Quinolones" "" "c(\"ganefloxacin\", \"garenfloxacin\", \"garenoxacin\")" "character(0)"
"GAT" "J01MA16" 5379 "Gatifloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"gati\")" "c(\"gatiflo\", \"gatifloxacin\", \"gatifloxacine\", \"gatifloxcin\", \"gatilox\", \"gatiquin\", \"gatispan\", \"tequin\", \"tequin and zymar\", \"zymaxid\")" 0.4 "g" 0.4 "g" "character(0)"
"GEM" "J01MA15" 9571107 "Gemifloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"factiv\", \"factive\", \"gemifioxacin\", \"gemifloxacin\", \"gemifloxacine\", \"gemifloxacino\", \"gemifloxacinum\")" 0.32 "character(0)"
"GEN" "J01GB03" 3467 "Gentamicin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"cn\", \"gen\", \"gent\", \"gm\")" "c(\"apogen\", \"centicin\", \"cidomycin\", \"garasol\", \"genoptic liquifilm\", \"genoptic s.o.p.\", \"gentacycol\", \"gentafair\", \"gentak\", \"gentamar\", \"gentamcin sulfate\", \"gentamicin\", \"gentamicina\", \"gentamicine\", \"gentamicins\", \"gentamicinum\", \"gentamycin\", \"gentamycins\", \"gentamycinum\", \"gentavet\", \"gentocin\", \"jenamicin\", \"lyramycin\", \"oksitselanim\", \"refobacin\", \"refobacin tm\", \"septigen\", \"uromycine\")" 0.24 "g" "c(\"13561-6\", \"13562-4\", \"15106-8\", \"22746-2\", \"22747-0\", \"31091-2\", \"31092-0\", \"31093-8\", \"35668-3\", \"3663-2\", \"3664-0\", \"3665-7\", \"39082-3\", \"47109-4\", \"59379-8\", \"80971-5\", \"88111-0\")"
"GEH" "Gentamicin-high" "Aminoglycosides" "c(\"g_h\", \"gehl\", \"genta high\", \"gentamicin high\")" "" ""
"GEP" 25101874 "Gepotidacin" "Other antibacterials" "" "gepotidacin" "character(0)"
"GRX" "J01MA11" 72474 "Grepafloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"grep\")" "grepafloxacin" 0.4 "g" "character(0)"
"GRI" 441140 "Griseofulvin" "Antifungals/antimycotics" "" "c(\"amudane\", \"curling factor\", \"delmofulvina\", \"fulcin\", \"fulcine\", \"fulvican grisactin\", \"fulvicin\", \"fulvicin bolus\", \"fulvidex\", \"fulvina\", \"fulvinil\", \"fulvistatin\", \"fungivin\", \"greosin\", \"gresfeed\", \"gricin\", \"grifulin\", \"grifulvin\", \"grifulvin v\", \"grisactin\", \"grisactin ultra\", \"grisactin v\", \"griscofulvin\", \"grise ostatin\", \"grisefuline\", \"griseo\", \"griseofulvin\", \"griseofulvin forte\", \"griseofulvina\", \"griseofulvine\", \"griseofulvinum\", \"griseomix\", \"griseostatin\", \"grisetin\", \"grisofulvin\",
\"grisovin\", \"grisovin fp\", \"grizeofulvin\", \"grysio\", \"guservin\", \"lamoryl\", \"likuden\", \"likunden\", \"murfulvin\", \"poncyl\", \"spirofulvin\", \"sporostatin xan\", \"xuanjing\")" "12402-4"
"HAB" 175989 "Habekacin" "Aminoglycosides" "" "c(\"arbekacin sulfate\", \"habekacin\", \"habekacin sulfate\", \"habekacin xsulfate\")" "character(0)"
"HCH" "J02AA02" 11979956 "Hachimycin" "Antifungals/antimycotics" "Antimycotics for systemic use" "Antibiotics" "" "c(\"cabimicina\", \"hachimicina\", \"hachimycin\", \"hachimycine\", \"hachimycinum\", \"trichomycinum\", \"trichonat\")" "character(0)"
"HET" "J01CA18" 443387 "Hetacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"etacillina\", \"hetacilina\", \"hetacillin\", \"hetacilline\", \"hetacillinum\", \"phenazacillin\", \"versapen\")" 2 "g" "character(0)"
"HYG" 56928061 "Hygromycin" "Aminoglycosides" "" "c(\"antihelmycin\", \"hydromycin b\", \"hygrovetine\")" "character(0)"
"ICL" 213043 "Iclaprim" "Other antibacterials" "" "c(\"iclaprim\", \"mersarex\")" "character(0)"
"IPM" "J01DH51" 104838 "Imipenem" "Carbapenems" "Other beta-lactam antibacterials" "Carbapenems" "c(\"imci\", \"imi\", \"imip\", \"imp\")" "c(\"imipemide\", \"imipenem\", \"imipenem anhydrous\", \"imipenem/cilastatin\", \"imipenemum\", \"imipenen\", \"primaxin\", \"tienamycin\")" 2 "g" "c(\"17010-0\", \"25257-7\", \"27331-8\", \"3688-9\")"
"IPE" "Imipenem/EDTA" "Carbapenems" "" "" ""
"IMR" "Imipenem/relebactam" "Carbapenems" "" "" ""
"ISV" 6918485 "Isavuconazole" "Antifungals/antimycotics" "c(\"\", \"isav\")" "isavuconazole" "character(0)"
"ISE" "J01GB11" 3037209 "Isepamicin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"isepacin\", \"isepalline\", \"isepamicin\", \"isepamicina\", \"isepamicine\", \"isepamicinum\")" 0.4 "g" "character(0)"
"ISO" "D01AC05" 3760 "Isoconazole" "Antifungals/antimycotics" "Antimycotics for topic use" "Triazole derivatives" "" "c(\"isoconazol\", \"isoconazole\", \"isoconazolum\", \"travogen\")" "character(0)"
"INH" "J04AC01" 3767 "Isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Hydrazides" "inh" "c(\"abdizide\", \"andrazide\", \"anidrasona\", \"antimicina\", \"antituberkulosum\", \"armacide\", \"armazid\", \"armazide\", \"atcotibine\", \"azt + isoniazid\", \"azuren\", \"bacillin\", \"cemidon\", \"chemiazid\", \"chemidon\", \"continazine\", \"cortinazine\", \"cotinazin\", \"cotinizin\", \"defonin\", \"dibutin\", \"diforin\", \"dinacrin\", \"ditubin\", \"ebidene\", \"eralon\", \"ertuban\", \"eutizon\", \"evalon\", \"fetefu\", \"fimalene\", \"hid rasonil\", \"hidranizil\", \"hidrasonil\", \"hidrulta\", \"hidrun\", \"hycozid\", \"hydrazid\", \"hydrazide\", \"hyozid\", \"i.a.i.\",
"FUS" 3000226 "Fusidic acid" "Other antibacterials" "c(\"D06AX01\", \"D09AA02\", \"J01XC01\", \"S01AA13\")" "Other antibacterials" "Steroid antibacterials" "c(\"fa\", \"fusi\")" "c(\"acide fusidique\", \"acido fusidico\", \"acidum fusidicum\", \"flucidin\", \"fucidate\", \"fucidate sodium\", \"fucidic acid\", \"fucidin\", \"fucidin acid\", \"fucithalmic\", \"fusidate\", \"fusidate acid\", \"fusidic acid\", \"fusidine\", \"fusidinic acid\", \"ramycin\")" 1.5 "g" 1.5 "g" "character(0)"
"GAM" 59364992 "Gamithromycin" "Macrolides/lincosamides" "" "gamithromycin" "character(0)"
"GRN" 124093 "Garenoxacin" "Quinolones" "J01MA19" "" "c(\"ganefloxacin\", \"garenfloxacin\", \"garenoxacin\")" 0.4 "g" "character(0)"
"GAT" 5379 "Gatifloxacin" "Quinolones" "c(\"J01MA16\", \"S01AE06\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"gati\")" "c(\"gatiflo\", \"gatifloxacin\", \"gatifloxacine\", \"gatifloxcin\", \"gatilox\", \"gatiquin\", \"gatispan\", \"tequin\", \"tequin and zymar\", \"zymaxid\")" 0.4 "g" 0.4 "g" "character(0)"
"GEM" 9571107 "Gemifloxacin" "Quinolones" "J01MA15" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"factiv\", \"factive\", \"gemifioxacin\", \"gemifloxacin\", \"gemifloxacine\", \"gemifloxacino\", \"gemifloxacinum\")" 0.32 "g" "character(0)"
"GEN" 3467 "Gentamicin" "Aminoglycosides" "c(\"D06AX07\", \"J01GB03\", \"S01AA11\", \"S02AA14\", \"S03AA06\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"cn\", \"gen\", \"gent\", \"gm\")" "c(\"apogen\", \"centicin\", \"cidomycin\", \"garasol\", \"genoptic liquifilm\", \"genoptic s.o.p.\", \"gentacycol\", \"gentafair\", \"gentak\", \"gentamar\", \"gentamcin sulfate\", \"gentamicin\", \"gentamicina\", \"gentamicine\", \"gentamicins\", \"gentamicinum\", \"gentamycin\", \"gentamycins\", \"gentamycinum\", \"gentavet\", \"gentocin\", \"jenamicin\", \"lyramycin\", \"oksitselanim\", \"refobacin\", \"refobacin tm\", \"septigen\", \"uromycine\")" 0.24 "g" "c(\"13561-6\", \"13562-4\", \"15106-8\", \"22746-2\", \"22747-0\", \"31091-2\", \"31092-0\", \"31093-8\", \"35668-3\", \"3663-2\", \"3664-0\", \"3665-7\", \"39082-3\", \"47109-4\", \"59379-8\", \"80971-5\", \"88111-0\")"
"GEH" "Gentamicin-high" "Aminoglycosides" "c(\"g_h\", \"gehl\", \"genta high\", \"gentamicin high\")" "" ""
"GEP" 25101874 "Gepotidacin" "Other antibacterials" "" "gepotidacin" "character(0)"
"GRX" 72474 "Grepafloxacin" "Quinolones" "J01MA11" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"grep\")" "grepafloxacin" 0.4 "g" "character(0)"
"GRI" 441140 "Griseofulvin" "Antifungals/antimycotics" "c(\"D01AA08\", \"D01BA01\")" "" "c(\"amudane\", \"curling factor\", \"delmofulvina\", \"fulcin\", \"fulcine\", \"fulvican grisactin\", \"fulvicin\", \"fulvicin bolus\", \"fulvidex\", \"fulvina\", \"fulvinil\", \"fulvistatin\", \"fungivin\", \"greosin\", \"gresfeed\", \"gricin\", \"grifulin\", \"grifulvin\", \"grifulvin v\", \"grisactin\", \"grisactin ultra\", \"grisactin v\", \"griscofulvin\", \"grise ostatin\", \"grisefuline\", \"griseo\", \"griseofulvin\", \"griseofulvin forte\", \"griseofulvina\", \"griseofulvine\", \"griseofulvinum\", \"griseomix\", \"griseostatin\", \"grisetin\", \"grisofulvin\",
\"grisovin\", \"grisovin fp\", \"grizeofulvin\", \"grysio\", \"guservin\", \"lamoryl\", \"likuden\", \"likunden\", \"murfulvin\", \"poncyl\", \"spirofulvin\", \"sporostatin xan\", \"xuanjing\")" 0.5 "g" "12402-4"
"HAB" 175989 "Habekacin" "Aminoglycosides" "" "c(\"arbekacin sulfate\", \"habekacin\", \"habekacin sulfate\", \"habekacin xsulfate\")" "character(0)"
"HCH" 11979956 "Hachimycin" "Antifungals/antimycotics" "c(\"D01AA03\", \"G01AA06\", \"J02AA02\")" "Antimycotics for systemic use" "Antibiotics" "" "c(\"cabimicina\", \"hachimicina\", \"hachimycin\", \"hachimycine\", \"hachimycinum\", \"trichomycinum\", \"trichonat\")" "character(0)"
"HET" 443387 "Hetacillin" "Beta-lactams/penicillins" "J01CA18" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"etacillina\", \"hetacilina\", \"hetacillin\", \"hetacilline\", \"hetacillinum\", \"phenazacillin\", \"versapen\")" 2 "g" "character(0)"
"HYG" 56928061 "Hygromycin" "Aminoglycosides" "" "c(\"antihelmycin\", \"hydromycin b\", \"hygrovetine\")" "character(0)"
"ICL" 213043 "Iclaprim" "Other antibacterials" "J01EA03" "" "c(\"iclaprim\", \"mersarex\")" "character(0)"
"IPM" 104838 "Imipenem" "Carbapenems" "J01DH51" "Other beta-lactam antibacterials" "Carbapenems" "c(\"imci\", \"imi\", \"imip\", \"imp\")" "c(\"imipemide\", \"imipenem\", \"imipenem anhydrous\", \"imipenem/cilastatin\", \"imipenemum\", \"imipenen\", \"primaxin\", \"tienamycin\")" 2 "g" "c(\"17010-0\", \"25257-7\", \"27331-8\", \"3688-9\")"
"IPE" "Imipenem/EDTA" "Carbapenems" "" "" ""
"IMR" "Imipenem/relebactam" "Carbapenems" "" "" ""
"ISV" 6918485 "Isavuconazole" "Antifungals/antimycotics" "J02AC05" "c(\"\", \"isav\")" "isavuconazole" 0.2 "g" 0.2 "g" "character(0)"
"ISE" 3037209 "Isepamicin" "Aminoglycosides" "J01GB11" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"isepacin\", \"isepalline\", \"isepamicin\", \"isepamicina\", \"isepamicine\", \"isepamicinum\")" 0.4 "g" "character(0)"
"ISO" 3760 "Isoconazole" "Antifungals/antimycotics" "c(\"D01AC05\", \"G01AF07\")" "Antimycotics for topic use" "Triazole derivatives" "" "c(\"isoconazol\", \"isoconazole\", \"isoconazolum\", \"travogen\")" "character(0)"
"INH" 3767 "Isoniazid" "Antimycobacterials" "J04AC01" "Drugs for treatment of tuberculosis" "Hydrazides" "inh" "c(\"abdizide\", \"andrazide\", \"anidrasona\", \"antimicina\", \"antituberkulosum\", \"armacide\", \"armazid\", \"armazide\", \"atcotibine\", \"azt + isoniazid\", \"azuren\", \"bacillin\", \"cemidon\", \"chemiazid\", \"chemidon\", \"continazine\", \"cortinazine\", \"cotinazin\", \"cotinizin\", \"defonin\", \"dibutin\", \"diforin\", \"dinacrin\", \"ditubin\", \"ebidene\", \"eralon\", \"ertuban\", \"eutizon\", \"evalon\", \"fetefu\", \"fimalene\", \"hid rasonil\", \"hidranizil\", \"hidrasonil\", \"hidrulta\", \"hidrun\", \"hycozid\", \"hydrazid\", \"hydrazide\", \"hyozid\", \"i.a.i.\",
\"idrazil\", \"inizid\", \"iscotin\", \"isidrina\", \"ismazide\", \"isobicina\", \"isocid\", \"isocidene\", \"isocotin\", \"isohydrazide\", \"isokin\", \"isolyn\", \"isonerit\", \"isonex\", \"isoniacid\", \"isoniazid\", \"isoniazid sa\", \"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\", \"lanizid\", \"mayambutol\", \"mybasan\", \"neoteben\", \"neoxin\", \"neumandin\", \"niadrin\", \"nicazide\", \"nicetal\", \"nicizina\", \"niconyl\", \"nicotibina\", \"nicotibine\", \"nicotisan\", \"nicozide\", \"nidaton\", \"nidrazid\", \"nikozid\", \"niplen\", \"nitadon\", \"niteban\", \"nydrazid\", \"nyscozid\", \"pelazid\", \"percin\", \"phthisen\", \"pycazide\", \"pyreazid\", \"pyricidin\", \"pyridicin\", \"pyrizidin\", \"raumanon\", \"razide\", \"retozide\", \"rifater\", \"rimicid\",
\"rimifon\", \"rimiphone\", \"rimitsid\", \"robiselin\", \"robisellin\", \"roxifen\", \"sanohidrazina\", \"sauterazid\", \"sauterzid\", \"stanozide\", \"tebecid\", \"tebenic\", \"tebexin\", \"tebilon\", \"teebaconin\", \"tekazin\", \"tibazide\", \"tibemid\", \"tibiazide\", \"tibinide\", \"tibison\", \"tibivis\", \"tibizide\", \"tibusan\", \"tisiodrazida\", \"tizide\", \"tubazid\", \"tubazide\", \"tubeco\", \"tubecotubercid\", \"tuberian\", \"tubicon\", \"tubilysin\", \"tubizid\", \"tubomel\", \"unicocyde\", \"unicozyde\", \"vazadrine\", \"vederon\", \"zidafimia\", \"zinadon\",
\"zonazide\")" 0.3 "g" 0.3 "g" "c(\"25451-6\", \"26756-7\", \"3697-0\", \"40371-7\")"
"ITR" "J02AC02" 3793 "Itraconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Triazole derivatives" "itra" "c(\"itraconazol\", \"itraconazole\", \"itraconazolum\", \"itraconzaole\", \"itrazole\", \"oriconazole\", \"sporanox\")" 0.2 "g" 0.2 "g" "c(\"10989-2\", \"12392-7\", \"25258-5\", \"27081-9\", \"32184-4\", \"32185-1\", \"80531-7\")"
"JOS" "J01FA07" 5282165 "Josamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"josacine\", \"josamicina\", \"josamycin\", \"josamycine\", \"josamycinum\")" 2 "g" "character(0)"
"KAN" "J01GB04" 6032 "Kanamycin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"hlk\", \"k\", \"kan\", \"kana\", \"km\")" "c(\"kanamicina\", \"kanamycin\", \"kanamycin a\", \"kanamycin base\", \"kanamycine\", \"kanamycinum\", \"kantrex\", \"kenamycin a\", \"klebcil\", \"liposomal kanamycin\")" 1 "g" "c(\"23889-9\", \"3698-8\", \"3699-6\", \"3700-2\", \"47395-9\")"
"KAH" "Kanamycin-high" "Aminoglycosides" "c(\"\", \"k_h\", \"kahl\")" "" ""
"KAC" "Kanamycin/cephalexin" "Aminoglycosides" "" "" ""
"KET" "J02AB02" 456201 "Ketoconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Imidazole derivatives" "c(\"keto\", \"ktc\")" "c(\"extina\", \"fungarest\", \"fungoral\", \"ketocanazole\", \"ketoconazol\", \"ketoconazole\", \"ketoconazolum\", \"ketoderm\", \"nizoral\", \"xolegel\")" 0.2 "g" "c(\"10990-0\", \"12393-5\", \"25259-3\", \"60091-6\", \"60092-4\")"
"KIT" "Kitasamycin (Leucomycin)" "Macrolides/lincosamides" "" "" ""
"LAS" 5360807 "Lasalocid" "Other antibacterials" "" "c(\"avatec\", \"lasalocid\", \"lasalocid a\", \"lasalocide\", \"lasalocide a\", \"lasalocido\", \"lasalocidum\")" "87598-9"
"LTM" "J01DD06" 47499 "Latamoxef" "Cephalosporins (3rd gen.)" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"mox\", \"moxa\")" "c(\"disodium moxalactam\", \"festamoxin\", \"lamoxactam\", \"latamoxef\", \"latamoxefum\", \"shiomarin\")" 4 "g" "character(0)"
"LMU" 25185057 "Lefamulin" "Other antibacterials" "" "lefamulin" "character(0)"
"LEN" 65646 "Lenampicillin" "Beta-lactams/penicillins" "" "c(\"lenampicilina\", \"lenampicillin\", \"lenampicillin hcl\", \"lenampicilline\", \"lenampicillinum\")" "character(0)"
"LVX" "J01MA12" 149096 "Levofloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"le\", \"lev\", \"levo\", \"lvx\")" "c(\"aeroquin\", \"cravit\", \"cravit hydrate\", \"cravit iv\", \"cravit ophthalmic\", \"elequine\", \"floxacin\", \"floxel\", \"iquix hydrate\", \"leroxacin\", \"lesacin\", \"levaquin\", \"levaquin hydrate\", \"levo floxacin\", \"levofiexacin\", \"levofloxacin\", \"levofloxacin hydrate\", \"levofloxacine\", \"levofloxacino\", \"levofloxacinum\", \"levokacin\", \"levoxacin\", \"mosardal\", \"nofaxin\", \"oftaquix\", \"quixin\", \"reskuin\", \"tavanic\", \"unibiotic\", \"venaxan\", \"volequin\")" 0.5 "g" 0.5 "g" "c(\"21368-6\", \"30532-6\", \"30533-4\")"
"LND" 9850038 "Levonadifloxacin" "Quinolones" "" "levonadifloxacin" "character(0)"
"LSP" "Linco-spectin (lincomycin/spectinomycin)" "Other antibacterials" "" "" ""
"LIN" "J01FF02" 3000540 "Lincomycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Lincosamides" "linc" "c(\"cillimycin\", \"jiemycin\", \"lincolcina\", \"lincolnensin\", \"lincomicina\", \"lincomycin\", \"lincomycin a\", \"lincomycine\", \"lincomycinum\")" 1.8 "g" 1.8 "g" "87597-1"
"LNZ" "J01XX08" 441401 "Linezolid" "Oxazolidinones" "Other antibacterials" "Other antibacterials" "c(\"line\", \"lnz\", \"lz\", \"lzd\")" "c(\"linezlid\", \"linezoid\", \"linezolid\", \"linezolide\", \"linezolidum\", \"zivoxid\", \"zyvoxa\", \"zyvoxam\", \"zyvoxid\")" 1.2 "g" 1.2 "g" "c(\"34202-2\", \"80609-1\")"
"LFE" "Linoprist-flopristin" "Other antibacterials" "" "" ""
"LOM" "J01MA07" 3948 "Lomefloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"lmf\", \"lom\", \"lome\")" "c(\"lomefloxacin\", \"lomefloxacine\", \"lomefloxacino\", \"lomefloxacinum\", \"maxaquin\")" 0.4 "character(0)"
"LOR" "J01DC08" 5284585 "Loracarbef" "Cephalosporins (2nd gen.)" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"\", \"lora\")" "c(\"anhydrous loracarbef\", \"lorabid\", \"loracarbef\", \"loracarbefum\", \"lorbef\", \"loribid\")" 0.6 "g" "character(0)"
"LYM" "J01AA04" 54707177 "Lymecycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"biovetin\", \"chlortetracyclin\", \"ciclisin\", \"ciclolysal\", \"infaciclina\", \"limeciclina\", \"lisinbiotic\", \"lymecyclin\", \"lymecycline\", \"lymecyclinum\", \"mucomycin\", \"ntetracycline\", \"tetralisal\", \"tetralysal\", \"vebicyclysal\")" 0.6 "g" 0.6 "g" "character(0)"
"MNA" "J01XX06" 1292 "Mandelic acid" "Other antibacterials" "Other antibacterials" "Other antibacterials" "" "c(\"acido mandelico\", \"almond acid\", \"amygdalic acid\", \"benzoglycolic acid\", \"hydroxyacetic acid\", \"kyselina mandlova\", \"mandelic acid\", \"paramandelic acid\", \"phenylglycolic acid\", \"uromaline\")" 12 "g" "character(0)"
"MAR" 60651 "Marbofloxacin" "Quinolones" "" "c(\"marbocyl\", \"marbofloxacin\", \"marbofloxacine\", \"marbofloxacino\", \"marbofloxacinum\", \"zeniquin\")" "character(0)"
"MEC" "J01CA11" 36273 "Mecillinam (Amdinocillin)" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"amdinocillin\", \"coactin\", \"hexacillin\", \"mecilinamo\", \"mecillinam\", \"mecillinamum\", \"micillinam\", \"penicillin hx\", \"selexidin\")" 1.2 "g" "character(0)"
"MEL" 71306732 "Meleumycin" "Macrolides/lincosamides" "" "" ""
"MEM" "J01DH02" 441130 "Meropenem" "Carbapenems" "Other beta-lactam antibacterials" "Carbapenems" "c(\"mem\", \"mer\", \"mero\", \"mp\", \"mrp\")" "c(\"meronem\", \"meropen\", \"meropenem\", \"meropenem anhydrous\", \"meropenem hydrate\", \"meropenem trihydrate\", \"meropenemum\", \"merrem\", \"merrem i.v.\", \"merrem iv\")" 3 "g" "41406-0"
"MNC" "Meropenem/nacubactam" "Carbapenems" "" "" ""
"MEV" "J01DH52" "Meropenem/vaborbactam" "Carbapenems" "Other beta-lactam antibacterials" "Carbapenems" "" "" ""
"MES" 176886 "Mesulfamide" "Other antibacterials" "" "c(\"mesulfamide\", \"mesulfamido\", \"mesulfamidum\")" "character(0)"
"MTC" "J01AA05" 54675785 "Metacycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"bialatan\", \"metaciclina\", \"metacycline\", \"metacyclinum\", \"methacycline\", \"methacycline base\", \"methacyclinum\", \"methylenecycline\", \"physiomycine\", \"rondomycin\")" 0.6 "g" "character(0)"
"MTM" "J01CA14" 6713928 "Metampicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"blomopen\", \"bonopen\", \"celinmicina\", \"elatocilline\", \"fedacilina kapseln\", \"filorex\", \"italcina kapseln\", \"magnipen\", \"metabacter ampullen\", \"metambac\", \"metampicilina\", \"metampicillin\", \"metampicillin sodium\", \"metampicillina\", \"metampicilline\", \"metampicillinum\", \"methampicillin\", \"metiskia ampullen\", \"micinovo\", \"micinovo ampullen\", \"pangocilin\", \"probiotic\", \"rastomycin k\", \"relyothenate\", \"ruticina\", \"rutizina\", \"rutizina ampullen\", \"sedomycin\", \"suvipen\", \"suvipen ampullen\", \"tampilen ampullen\",
"ITR" 3793 "Itraconazole" "Antifungals/antimycotics" "J02AC02" "Antimycotics for systemic use" "Triazole derivatives" "itra" "c(\"itraconazol\", \"itraconazole\", \"itraconazolum\", \"itraconzaole\", \"itrazole\", \"oriconazole\", \"sporanox\")" 0.2 "g" 0.2 "g" "c(\"10989-2\", \"12392-7\", \"25258-5\", \"27081-9\", \"32184-4\", \"32185-1\", \"80531-7\")"
"JOS" 5282165 "Josamycin" "Macrolides/lincosamides" "J01FA07" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"josacine\", \"josamicina\", \"josamycin\", \"josamycine\", \"josamycinum\")" 2 "g" "character(0)"
"KAN" 6032 "Kanamycin" "Aminoglycosides" "c(\"A07AA08\", \"J01GB04\", \"S01AA24\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"hlk\", \"k\", \"kan\", \"kana\", \"km\")" "c(\"kanamicina\", \"kanamycin\", \"kanamycin a\", \"kanamycin base\", \"kanamycine\", \"kanamycinum\", \"kantrex\", \"kenamycin a\", \"klebcil\", \"liposomal kanamycin\")" 3 "g" 1 "g" "c(\"23889-9\", \"3698-8\", \"3699-6\", \"3700-2\", \"47395-9\")"
"KAH" "Kanamycin-high" "Aminoglycosides" "c(\"\", \"k_h\", \"kahl\")" "" ""
"KAC" "Kanamycin/cephalexin" "Aminoglycosides" "" "" ""
"KET" 456201 "Ketoconazole" "Antifungals/antimycotics" "c(\"D01AC08\", \"G01AF11\", \"H02CA03\", \"J02AB02\")" "Antimycotics for systemic use" "Imidazole derivatives" "c(\"keto\", \"ktc\")" "c(\"extina\", \"fungarest\", \"fungoral\", \"ketocanazole\", \"ketoconazol\", \"ketoconazole\", \"ketoconazolum\", \"ketoderm\", \"nizoral\", \"xolegel\")" 0.2 "g" "c(\"10990-0\", \"12393-5\", \"25259-3\", \"60091-6\", \"60092-4\")"
"KIT" "Kitasamycin (Leucomycin)" "Macrolides/lincosamides" "" "" ""
"LAS" 5360807 "Lasalocid" "Other antibacterials" "" "c(\"avatec\", \"lasalocid\", \"lasalocid a\", \"lasalocide\", \"lasalocide a\", \"lasalocido\", \"lasalocidum\")" "87598-9"
"LTM" 47499 "Latamoxef" "Cephalosporins (3rd gen.)" "J01DD06" "Other beta-lactam antibacterials" "Third-generation cephalosporins" "c(\"mox\", \"moxa\")" "c(\"disodium moxalactam\", \"festamoxin\", \"lamoxactam\", \"latamoxef\", \"latamoxefum\", \"shiomarin\")" 4 "g" "character(0)"
"LMU" 25185057 "Lefamulin" "Other antibacterials" "J01XX12" "" "lefamulin" "character(0)"
"LEN" 65646 "Lenampicillin" "Beta-lactams/penicillins" "" "c(\"lenampicilina\", \"lenampicillin\", \"lenampicillin hcl\", \"lenampicilline\", \"lenampicillinum\")" "character(0)"
"LVX" 149096 "Levofloxacin" "Quinolones" "c(\"J01MA12\", \"S01AE05\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"le\", \"lev\", \"levo\", \"lvx\")" "c(\"aeroquin\", \"cravit\", \"cravit hydrate\", \"cravit iv\", \"cravit ophthalmic\", \"elequine\", \"floxacin\", \"floxel\", \"iquix hydrate\", \"leroxacin\", \"lesacin\", \"levaquin\", \"levaquin hydrate\", \"levo floxacin\", \"levofiexacin\", \"levofloxacin\", \"levofloxacin hydrate\", \"levofloxacine\", \"levofloxacino\", \"levofloxacinum\", \"levokacin\", \"levoxacin\", \"mosardal\", \"nofaxin\", \"oftaquix\", \"quixin\", \"reskuin\", \"tavanic\", \"unibiotic\", \"venaxan\", \"volequin\")" 0.5 "g" 0.5 "g" "c(\"21368-6\", \"30532-6\", \"30533-4\")"
"LND" 9850038 "Levonadifloxacin" "Quinolones" "J01MA24" "" "levonadifloxacin" "character(0)"
"LSP" "Linco-spectin (lincomycin/spectinomycin)" "Other antibacterials" "" "" ""
"LIN" 3000540 "Lincomycin" "Macrolides/lincosamides" "J01FF02" "Macrolides, lincosamides and streptogramins" "Lincosamides" "linc" "c(\"cillimycin\", \"jiemycin\", \"lincolcina\", \"lincolnensin\", \"lincomicina\", \"lincomycin\", \"lincomycin a\", \"lincomycine\", \"lincomycinum\")" 1.8 "g" 1.8 "g" "87597-1"
"LNZ" 441401 "Linezolid" "Oxazolidinones" "J01XX08" "Other antibacterials" "Other antibacterials" "c(\"line\", \"lnz\", \"lz\", \"lzd\")" "c(\"linezlid\", \"linezoid\", \"linezolid\", \"linezolide\", \"linezolidum\", \"zivoxid\", \"zyvoxa\", \"zyvoxam\", \"zyvoxid\")" 1.2 "g" 1.2 "g" "c(\"34202-2\", \"80609-1\")"
"LFE" "Linoprist-flopristin" "Other antibacterials" "" "" ""
"LOM" 3948 "Lomefloxacin" "Quinolones" "c(\"J01MA07\", \"S01AE04\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"lmf\", \"lom\", \"lome\")" "c(\"lomefloxacin\", \"lomefloxacine\", \"lomefloxacino\", \"lomefloxacinum\", \"maxaquin\")" 0.4 "g" "character(0)"
"LOR" 5284585 "Loracarbef" "Cephalosporins (2nd gen.)" "J01DC08" "Other beta-lactam antibacterials" "Second-generation cephalosporins" "c(\"\", \"lora\")" "c(\"anhydrous loracarbef\", \"lorabid\", \"loracarbef\", \"loracarbefum\", \"lorbef\", \"loribid\")" 0.6 "g" "character(0)"
"LYM" 54707177 "Lymecycline" "Tetracyclines" "J01AA04" "Tetracyclines" "Tetracyclines" "" "c(\"biovetin\", \"chlortetracyclin\", \"ciclisin\", \"ciclolysal\", \"infaciclina\", \"limeciclina\", \"lisinbiotic\", \"lymecyclin\", \"lymecycline\", \"lymecyclinum\", \"mucomycin\", \"ntetracycline\", \"tetralisal\", \"tetralysal\", \"vebicyclysal\")" 0.6 "g" 0.6 "g" "character(0)"
"MNA" 1292 "Mandelic acid" "Other antibacterials" "c(\"B05CA06\", \"J01XX06\")" "Other antibacterials" "Other antibacterials" "" "c(\"acido mandelico\", \"almond acid\", \"amygdalic acid\", \"benzoglycolic acid\", \"hydroxyacetic acid\", \"kyselina mandlova\", \"mandelic acid\", \"paramandelic acid\", \"phenylglycolic acid\", \"uromaline\")" 12 "g" "character(0)"
"MAR" 60651 "Marbofloxacin" "Quinolones" "" "c(\"marbocyl\", \"marbofloxacin\", \"marbofloxacine\", \"marbofloxacino\", \"marbofloxacinum\", \"zeniquin\")" "character(0)"
"MEC" 36273 "Mecillinam (Amdinocillin)" "Beta-lactams/penicillins" "J01CA11" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"amdinocillin\", \"coactin\", \"hexacillin\", \"mecilinamo\", \"mecillinam\", \"mecillinamum\", \"micillinam\", \"penicillin hx\", \"selexidin\")" 1.2 "g" "character(0)"
"MEL" 71306732 "Meleumycin" "Macrolides/lincosamides" "" "" ""
"MEM" 441130 "Meropenem" "Carbapenems" "J01DH02" "Other beta-lactam antibacterials" "Carbapenems" "c(\"mem\", \"mer\", \"mero\", \"mp\", \"mrp\")" "c(\"meronem\", \"meropen\", \"meropenem\", \"meropenem anhydrous\", \"meropenem hydrate\", \"meropenem trihydrate\", \"meropenemum\", \"merrem\", \"merrem i.v.\", \"merrem iv\")" 3 "g" "41406-0"
"MNC" "Meropenem/nacubactam" "Carbapenems" "" "" ""
"MEV" "Meropenem/vaborbactam" "Carbapenems" "J01DH52" "Other beta-lactam antibacterials" "Carbapenems" "" "" 3 "g" ""
"MES" 176886 "Mesulfamide" "Other antibacterials" "" "c(\"mesulfamide\", \"mesulfamido\", \"mesulfamidum\")" "character(0)"
"MTC" 54675785 "Metacycline" "Tetracyclines" "J01AA05" "Tetracyclines" "Tetracyclines" "" "c(\"bialatan\", \"metaciclina\", \"metacycline\", \"metacyclinum\", \"methacycline\", \"methacycline base\", \"methacyclinum\", \"methylenecycline\", \"physiomycine\", \"rondomycin\")" 0.6 "g" "character(0)"
"MTM" 6713928 "Metampicillin" "Beta-lactams/penicillins" "J01CA14" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"blomopen\", \"bonopen\", \"celinmicina\", \"elatocilline\", \"fedacilina kapseln\", \"filorex\", \"italcina kapseln\", \"magnipen\", \"metabacter ampullen\", \"metambac\", \"metampicilina\", \"metampicillin\", \"metampicillin sodium\", \"metampicillina\", \"metampicilline\", \"metampicillinum\", \"methampicillin\", \"metiskia ampullen\", \"micinovo\", \"micinovo ampullen\", \"pangocilin\", \"probiotic\", \"rastomycin k\", \"relyothenate\", \"ruticina\", \"rutizina\", \"rutizina ampullen\", \"sedomycin\", \"suvipen\", \"suvipen ampullen\", \"tampilen ampullen\",
\"teonicon trofen\", \"viderpen\", \"viderpin\", \"vioplex\")" 1.5 "g" 1.5 "g" "character(0)"
"MTH" "J01XX05" 4101 "Methenamine" "Other antibacterials" "Other antibacterials" "Other antibacterials" "" "c(\"aceto hmt\", \"aminoform\", \"aminoformaldehyde\", \"ammoform\", \"ammonioformaldehyde\", \"antihydral\", \"cystamin\", \"cystex\", \"cystogen\", \"duirexol\", \"ekagom h\", \"esametilentetramina\", \"formamine\", \"formin\", \"h.m.t.\", \"heksa k\", \"herax uts\", \"heterin\", \"hexa b\", \"hexaform\", \"hexaloids\", \"hexamethylamine\", \"hexamethylenamine\", \"hexamethyleneamine\", \"hexamethylentetramin\", \"hexamine\", \"hexamine silver\", \"hexamine superfine\", \"hexaminum\", \"hexasan\", \"hexilmethylenamine\", \"metenamina\", \"metenamine\", \"methamin\",
"MTH" 4101 "Methenamine" "Other antibacterials" "J01XX05" "Other antibacterials" "Other antibacterials" "" "c(\"aceto hmt\", \"aminoform\", \"aminoformaldehyde\", \"ammoform\", \"ammonioformaldehyde\", \"antihydral\", \"cystamin\", \"cystex\", \"cystogen\", \"duirexol\", \"ekagom h\", \"esametilentetramina\", \"formamine\", \"formin\", \"h.m.t.\", \"heksa k\", \"herax uts\", \"heterin\", \"hexa b\", \"hexaform\", \"hexaloids\", \"hexamethylamine\", \"hexamethylenamine\", \"hexamethyleneamine\", \"hexamethylentetramin\", \"hexamine\", \"hexamine silver\", \"hexamine superfine\", \"hexaminum\", \"hexasan\", \"hexilmethylenamine\", \"metenamina\", \"metenamine\", \"methamin\",
\"methenamin\", \"methenamine\", \"methenamine silver\", \"methenaminum\", \"metramine\", \"naphthamine\", \"nocceler h\", \"preparation af\", \"resotropin\", \"sanceler h\", \"sanceler ht\", \"silver methenamine\", \"uramin\", \"uratrine\", \"urisol\", \"uritone\", \"urodeine\", \"urotropin\", \"urotropine\", \"vesaloin\", \"vesalvine\", \"xametrin\")" 3 "g" "character(0)"
"MET" "J01CF03" 6087 "Methicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "meti" "c(\"dimocillin\", \"metacillin\", \"methcilline\", \"methicillin\", \"methicillinum\", \"methycillin\", \"meticilina\", \"meticillin\", \"meticillina\", \"meticilline\", \"meticillinum\", \"staphcillin\")" 4 "g" "c(\"29492-6\", \"3788-7\")"
"MTP" 68590 "Metioprim" "Other antibacterials" "" "c(\"methioprim\", \"metioprim\", \"metioprima\", \"metioprime\", \"metioprimum\")" "character(0)"
"MXT" 3047729 "Metioxate" "Quinolones" "" "c(\"metioxate\", \"metioxato\", \"metioxatum\")" "character(0)"
"MTR" "J01XD01" 4173 "Metronidazole" "Other antibacterials" "Other antibacterials" "Imidazole derivatives" "c(\"metr\", \"mnz\")" "c(\"acromona\", \"anagiardil\", \"arilin\", \"atrivyl\", \"danizol\", \"deflamon\", \"efloran\", \"elyzol\", \"entizol\", \"flagemona\", \"flagesol\", \"flagil\", \"flagyl\", \"flagyl er\", \"flagyl i.v.\", \"flagyl i.v. rtu\", \"flazol\", \"flegyl\", \"florazole\", \"fossyol\", \"giatricol\", \"ginefla vir\", \"gineflavir\", \"helidac\", \"mepagyl\", \"meronidal\", \"methronidazole\", \"metric\", \"metro cream\", \"metro gel\", \"metro i.v\", \"metro i.v.\", \"metro iv\", \"metrocream\", \"metrodzhil\", \"metrogel\", \"metrogyl\", \"metrolag\", \"metrolotion\", \"metrolyl\",
"MET" 6087 "Methicillin" "Beta-lactams/penicillins" "J01CF03" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "meti" "c(\"dimocillin\", \"metacillin\", \"methcilline\", \"methicillin\", \"methicillinum\", \"methycillin\", \"meticilina\", \"meticillin\", \"meticillina\", \"meticilline\", \"meticillinum\", \"staphcillin\")" 4 "g" "c(\"29492-6\", \"3788-7\")"
"MTP" 68590 "Metioprim" "Other antibacterials" "" "c(\"methioprim\", \"metioprim\", \"metioprima\", \"metioprime\", \"metioprimum\")" "character(0)"
"MXT" 3047729 "Metioxate" "Quinolones" "" "c(\"metioxate\", \"metioxato\", \"metioxatum\")" "character(0)"
"MTR" 4173 "Metronidazole" "Other antibacterials" "c(\"A01AB17\", \"D06BX01\", \"G01AF01\", \"J01XD01\", \"P01AB01\")" "Other antibacterials" "Imidazole derivatives" "c(\"metr\", \"mnz\")" "c(\"acromona\", \"anagiardil\", \"arilin\", \"atrivyl\", \"danizol\", \"deflamon\", \"efloran\", \"elyzol\", \"entizol\", \"flagemona\", \"flagesol\", \"flagil\", \"flagyl\", \"flagyl er\", \"flagyl i.v.\", \"flagyl i.v. rtu\", \"flazol\", \"flegyl\", \"florazole\", \"fossyol\", \"giatricol\", \"ginefla vir\", \"gineflavir\", \"helidac\", \"mepagyl\", \"meronidal\", \"methronidazole\", \"metric\", \"metro cream\", \"metro gel\", \"metro i.v\", \"metro i.v.\", \"metro iv\", \"metrocream\", \"metrodzhil\", \"metrogel\", \"metrogyl\", \"metrolag\", \"metrolotion\", \"metrolyl\",
\"metromidol\", \"metronidaz\", \"metronidazol\", \"metronidazole\", \"metronidazole usp\", \"metronidazolo\", \"metronidazolum\", \"metrotop\", \"metrozine\", \"metryl\", \"mexibol\", \"mexibol 'silanes'\", \"monagyl\", \"monasin\", \"nidagel\", \"nidagyl\", \"noritate\", \"novonidazol\", \"orvagil\", \"polibiotic\", \"protostat\", \"rathimed\", \"rosased\", \"sanatrichom\", \"satric\", \"takimetol\", \"trichazol\", \"trichex\", \"tricho cordes\", \"trichobrol\", \"trichocide\", \"trichomol\", \"trichopal\", \"trichopol\", \"tricocet\", \"tricom\", \"tricowas b\", \"trikacide\",
\"trikamon\", \"trikhopol\", \"trikojol\", \"trikozol\", \"trimeks\", \"trivazol\", \"vagilen\", \"vagimid\", \"vandazole\", \"vertisal\", \"wagitran\", \"zadstat\", \"zidoval\")" 1.5 "g" "10991-8"
"MEZ" "J01CA10" 656511 "Mezlocillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"mez\", \"mezl\", \"mz\")" "c(\"mezlin\", \"mezlocilina\", \"mezlocillin\", \"mezlocillin acid\", \"mezlocillin sodium\", \"mezlocilline\", \"mezlocillinum\", \"multocillin\")" 6 "g" "3820-8"
"MSU" "Mezlocillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"MIF" "J02AX05" 477468 "Micafungin" "Antifungals/antimycotics" "Antimycotics for systemic use" "Other antimycotics for systemic use" "c(\"\", \"mica\")" "c(\"micafungin\", \"mycamine\")" 0.1 "g" "58418-5"
"MCZ" "J02AB01" 4189 "Miconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Imidazole derivatives" "mico" "c(\"aflorix\", \"albistat\", \"andergin\", \"brentan\", \"conofite\", \"dactarin\", \"daktarin\", \"daktarin iv\", \"florid\", \"lotrimin af\", \"micantin\", \"miconasil nitrate\", \"miconazol\", \"miconazole\", \"miconazole base\", \"miconazolo\", \"miconazolum\", \"micozole\", \"minostate\", \"monista\", \"monistat\", \"monistat iv\", \"oravig\", \"vusion\", \"zimybase\", \"zimycan\")" 1 "g" "17278-3"
"MCR" 3037206 "Micronomicin" "Aminoglycosides" "" "c(\"gentamicin c\", \"micromycin\", \"micronomicin\", \"micronomicina\", \"micronomicine\", \"micronomicinum\", \"sagamicin\", \"santemycin\")" "character(0)"
"MID" "J01FA03" 5282169 "Midecamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"aboren\", \"espinomycin a\", \"macropen\", \"madecacine\", \"medemycin\", \"midecamicina\", \"midecamycin\", \"midecamycin a\", \"midecamycine\", \"midecamycinum\", \"midecin\", \"momicine\", \"mydecamycin\", \"myoxam\", \"normicina\", \"rubimycin\", \"turimycin p\")" 1.2 1 "g" "character(0)"
"MIL" 37614 "Miloxacin" "Quinolones" "" "c(\"miloxacin\", \"miloxacine\", \"miloxacino\", \"miloxacinum\")" "character(0)"
"MNO" "J01AA08" 54675783 "Minocycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "c(\"mc\", \"mh\", \"mi\", \"min\", \"mino\", \"mn\", \"mno\")" "c(\"akamin\", \"aknemin\", \"borymycin\", \"dynacin\", \"klinomycin\", \"minociclina\", \"minocin\", \"minocline\", \"minocyclin\", \"minocycline\", \"minocyclinum\", \"minocyn\", \"minoderm\", \"minomycin\", \"sebomin\", \"solodyn\", \"vectrin\")" 0.2 "g" 0.2 "g" "c(\"34606-4\", \"3822-4\", \"49757-8\")"
"MCM" "J01FA11" 5282188 "Miocamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"acecamycin\", \"macroral\", \"midecamycin acetate\", \"miocamen\", \"miocamycine\", \"miokamycin\", \"myocamicin\", \"ponsinomycin\")" 1.2 "g" "character(0)"
"MON" 23667299 "Monensin sodium" "Other antibacterials" "" "c(\"monensin sodium\", \"sodium monensin\")" "character(0)"
"MRN" "J04AK04" 70374 "Morinamide" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "c(\"morfazinamide\", \"morfazinammide\", \"morfgazinamide\", \"morinamida\", \"morinamide\", \"morinamidum\", \"morphazinamid\", \"morphazinamide\", \"piazofolina\", \"piazolin\", \"piazolina\")" "character(0)"
"MFX" "J01MA14" 152946 "Moxifloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"mox\", \"moxi\", \"mxf\")" "c(\"actira\", \"avelox\", \"avelox i.v.\", \"avelox iv\", \"avolex\", \"izilox\", \"moxeza\", \"moxifloxacin\", \"moxifloxacine\", \"vigamox\")" 0.4 "g" 0.4 "g" "c(\"43751-7\", \"45223-5\", \"80540-8\")"
"MUP" "R01AX06" 446596 "Mupirocin" "Other antibacterials" "c(\"mup\", \"mupi\")" "c(\"bactoderm\", \"bactroban\", \"bactroban nasal\", \"bactroban ointment\", \"centany\", \"mupirocin\", \"mupirocina\", \"mupirocine\", \"mupirocinum\", \"plasimine\", \"pseudomonic acid\", \"pseudomonic acid a\", \"turixin\")" "character(0)"
"NAC" 73386748 "Nacubactam" "Beta-lactams/penicillins" "" "nacubactam" "character(0)"
"NAD" 4410 "Nadifloxacin" "Quinolones" "" "c(\"acuatim\", \"nadifloxacin\", \"nadifloxacine\", \"nadifloxacino\", \"nadifloxacinum\", \"nadixa\", \"nadoxin\")" "character(0)"
"NAF" 8982 "Nafcillin" "Beta-lactams/penicillins" "" "c(\"nafcilina\", \"nafcillin\", \"nafcillin sodium\", \"nafcilline\", \"nafcillinum\", \"nallpen\", \"naphcillin\", \"unipen\")" "c(\"10993-4\", \"25232-0\")"
"ZWK" 117587595 "Nafithromycin" "Macrolides/lincosamides" "" "nafithromycin" "character(0)"
"NAL" "J01MB02" 4421 "Nalidixic acid" "Quinolones" "Quinolone antibacterials" "Other quinolones" "c(\"na\", \"nal\", \"nali\")" "c(\"acide nalidixico\", \"acide nalidixique\", \"acido nalidissico\", \"acido nalidixico\", \"acidum nalidixicum\", \"betaxina\", \"dixiben\", \"dixinal\", \"eucisten\", \"eucistin\", \"innoxalomn\", \"innoxalon\", \"jicsron\", \"kusnarin\", \"naldixic acid\", \"nalidic acid\", \"nalidicron\", \"nalidixan\", \"nalidixane\", \"nalidixate\", \"nalidixate sodium\", \"nalidixic\", \"nalidixic acid\", \"nalidixin\", \"nalidixinic acid\", \"nalidixinsaure\", \"nalitucsan\", \"nalurin\", \"narigix\", \"naxuril\", \"neggram\", \"negram\", \"nevigramon\", \"nicelate\", \"nogram\",
\"trikamon\", \"trikhopol\", \"trikojol\", \"trikozol\", \"trimeks\", \"trivazol\", \"vagilen\", \"vagimid\", \"vandazole\", \"vertisal\", \"wagitran\", \"zadstat\", \"zidoval\")" 2 "g" 1.5 "g" "10991-8"
"MEZ" 656511 "Mezlocillin" "Beta-lactams/penicillins" "J01CA10" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"mez\", \"mezl\", \"mz\")" "c(\"mezlin\", \"mezlocilina\", \"mezlocillin\", \"mezlocillin acid\", \"mezlocillin sodium\", \"mezlocilline\", \"mezlocillinum\", \"multocillin\")" 6 "g" "3820-8"
"MSU" "Mezlocillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"MIF" 477468 "Micafungin" "Antifungals/antimycotics" "J02AX05" "Antimycotics for systemic use" "Other antimycotics for systemic use" "c(\"\", \"mica\")" "c(\"micafungin\", \"mycamine\")" 0.1 "g" "58418-5"
"MCZ" 4189 "Miconazole" "Antifungals/antimycotics" "c(\"A01AB09\", \"A07AC01\", \"D01AC02\", \"G01AF04\", \"J02AB01\", \"S02AA13\")" "Antimycotics for systemic use" "Imidazole derivatives" "mico" "c(\"aflorix\", \"albistat\", \"andergin\", \"brentan\", \"conofite\", \"dactarin\", \"daktarin\", \"daktarin iv\", \"florid\", \"lotrimin af\", \"micantin\", \"miconasil nitrate\", \"miconazol\", \"miconazole\", \"miconazole base\", \"miconazolo\", \"miconazolum\", \"micozole\", \"minostate\", \"monista\", \"monistat\", \"monistat iv\", \"oravig\", \"vusion\", \"zimybase\", \"zimycan\")" 0.2 "g" 1 "g" "17278-3"
"MCR" 3037206 "Micronomicin" "Aminoglycosides" "S01AA22" "" "c(\"gentamicin c\", \"micromycin\", \"micronomicin\", \"micronomicina\", \"micronomicine\", \"micronomicinum\", \"sagamicin\", \"santemycin\")" "character(0)"
"MID" 5282169 "Midecamycin" "Macrolides/lincosamides" "J01FA03" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"aboren\", \"espinomycin a\", \"macropen\", \"madecacine\", \"medemycin\", \"midecamicina\", \"midecamycin\", \"midecamycin a\", \"midecamycine\", \"midecamycinum\", \"midecin\", \"momicine\", \"mydecamycin\", \"myoxam\", \"normicina\", \"rubimycin\", \"turimycin p\")" 1.2 "g" 1 "g" "character(0)"
"MIL" 37614 "Miloxacin" "Quinolones" "" "c(\"miloxacin\", \"miloxacine\", \"miloxacino\", \"miloxacinum\")" "character(0)"
"MNO" 54675783 "Minocycline" "Tetracyclines" "c(\"A01AB23\", \"D10AF07\", \"J01AA08\")" "Tetracyclines" "Tetracyclines" "c(\"mc\", \"mh\", \"mi\", \"min\", \"mino\", \"mn\", \"mno\")" "c(\"akamin\", \"aknemin\", \"borymycin\", \"dynacin\", \"klinomycin\", \"minociclina\", \"minocin\", \"minocline\", \"minocyclin\", \"minocycline\", \"minocyclinum\", \"minocyn\", \"minoderm\", \"minomycin\", \"sebomin\", \"solodyn\", \"vectrin\")" 1 "mg" 0.2 "g" "c(\"34606-4\", \"3822-4\", \"49757-8\")"
"MCM" 5282188 "Miocamycin" "Macrolides/lincosamides" "J01FA11" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"acecamycin\", \"macroral\", \"midecamycin acetate\", \"miocamen\", \"miocamycine\", \"miokamycin\", \"myocamicin\", \"ponsinomycin\")" 1.2 "g" "character(0)"
"MON" 23667299 "Monensin sodium" "Other antibacterials" "" "c(\"monensin sodium\", \"sodium monensin\")" "character(0)"
"MRN" 70374 "Morinamide" "Antimycobacterials" "J04AK04" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "c(\"morfazinamide\", \"morfazinammide\", \"morfgazinamide\", \"morinamida\", \"morinamide\", \"morinamidum\", \"morphazinamid\", \"morphazinamide\", \"piazofolina\", \"piazolin\", \"piazolina\")" "character(0)"
"MFX" 152946 "Moxifloxacin" "Quinolones" "c(\"J01MA14\", \"S01AE07\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"mox\", \"moxi\", \"mxf\")" "c(\"actira\", \"avelox\", \"avelox i.v.\", \"avelox iv\", \"avolex\", \"izilox\", \"moxeza\", \"moxifloxacin\", \"moxifloxacine\", \"vigamox\")" 0.4 "g" 0.4 "g" "c(\"43751-7\", \"45223-5\", \"80540-8\")"
"MUP" 446596 "Mupirocin" "Other antibacterials" "c(\"D06AX09\", \"R01AX06\")" "c(\"mup\", \"mupi\")" "c(\"bactoderm\", \"bactroban\", \"bactroban nasal\", \"bactroban ointment\", \"centany\", \"mupirocin\", \"mupirocina\", \"mupirocine\", \"mupirocinum\", \"plasimine\", \"pseudomonic acid\", \"pseudomonic acid a\", \"turixin\")" "character(0)"
"NAC" 73386748 "Nacubactam" "Beta-lactams/penicillins" "" "nacubactam" "character(0)"
"NAD" 4410 "Nadifloxacin" "Quinolones" "D10AF05" "" "c(\"acuatim\", \"nadifloxacin\", \"nadifloxacine\", \"nadifloxacino\", \"nadifloxacinum\", \"nadixa\", \"nadoxin\")" "character(0)"
"NAF" 8982 "Nafcillin" "Beta-lactams/penicillins" "J01CF06" "" "c(\"nafcilina\", \"nafcillin\", \"nafcillin sodium\", \"nafcilline\", \"nafcillinum\", \"nallpen\", \"naphcillin\", \"unipen\")" 3 "g" "c(\"10993-4\", \"25232-0\")"
"ZWK" 117587595 "Nafithromycin" "Macrolides/lincosamides" "" "nafithromycin" "character(0)"
"NAL" 4421 "Nalidixic acid" "Quinolones" "J01MB02" "Quinolone antibacterials" "Other quinolones" "c(\"na\", \"nal\", \"nali\")" "c(\"acide nalidixico\", \"acide nalidixique\", \"acido nalidissico\", \"acido nalidixico\", \"acidum nalidixicum\", \"betaxina\", \"dixiben\", \"dixinal\", \"eucisten\", \"eucistin\", \"innoxalomn\", \"innoxalon\", \"jicsron\", \"kusnarin\", \"naldixic acid\", \"nalidic acid\", \"nalidicron\", \"nalidixan\", \"nalidixane\", \"nalidixate\", \"nalidixate sodium\", \"nalidixic\", \"nalidixic acid\", \"nalidixin\", \"nalidixinic acid\", \"nalidixinsaure\", \"nalitucsan\", \"nalurin\", \"narigix\", \"naxuril\", \"neggram\", \"negram\", \"nevigramon\", \"nicelate\", \"nogram\",
\"poleon\", \"sicmylon\", \"specifen\", \"specifin\", \"unaserus\", \"uralgin\", \"uriben\", \"uriclar\", \"urisal\", \"urodixin\", \"uroman\", \"uroneg\", \"uronidix\", \"uropan\", \"wintomylon\", \"wintron\")" 4 "g" "character(0)"
"NAR" 65452 "Narasin" "Other antibacterials" "" "c(\"monteban\", \"narasin\", \"narasin a\", \"narasine\", \"narasino\", \"narasinum\", \"narasul\")" "87570-8"
"NEO" "J01GB05" 8378 "Neomycin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "neom" "c(\"actilin\", \"actiline\", \"antibiotique\", \"bycomycin\", \"endomixin\", \"enterfram\", \"fradiomycin\", \"fradiomycin b\", \"fradiomycinum\", \"framicetina\", \"framycetin\", \"framycetin sulfate\", \"framycetine\", \"framycetinum\", \"framygen\", \"fraquinol\", \"jernadex\", \"myacine\", \"myacyne\", \"mycerin\", \"mycifradin\", \"neobrettin\", \"neolate\", \"neomas\", \"neomcin\", \"neomicina\", \"neomin\", \"neomycin\", \"neomycin b\", \"neomycin b sulfate\", \"neomycin solution\", \"neomycin sulfate\", \"neomycin sulphate\", \"neomycinb\", \"neomycine\", \"neomycinum\",
\"nivemycin\", \"pimavecort\", \"soframycin\", \"soframycine\", \"tuttomycin\", \"vonamycin\", \"vonamycin powder v\")" 1 "g" "c(\"10995-9\", \"25262-7\")"
"NET" "J01GB07" 441306 "Netilmicin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "neti" "c(\"netillin\", \"netilmicin\", \"netilmicin sulfate\", \"netilmicina\", \"netilmicine\", \"netilmicinum\", \"netilyn\", \"netira\", \"vectacin\")" 0.35 "g" 0.35 "g" "c(\"25263-5\", \"3848-9\", \"3849-7\", \"3850-5\", \"47385-0\", \"59565-2\", \"59566-0\", \"59567-8\")"
"NIC" 9507 "Nicarbazin" "Other antibacterials" "" "c(\"nicarb\", \"nicarbasin\", \"nicarbazin\", \"nicarbazine\", \"nicoxin\", \"nicrazin\", \"nicrazine\", \"nirazin\")" "character(0)"
"NIF" 71946 "Nifuroquine" "Quinolones" "" "c(\"nifuroquina\", \"nifuroquine\", \"nifuroquinum\", \"quinaldofur\")" "character(0)"
"NFR" "J01XE02" 9571062 "Nifurtoinol" "Other antibacterials" "Other antibacterials" "Nitrofuran derivatives" "" "c(\"levantin\", \"nifurtoinol\", \"nifurtoinolo\", \"nifurtoinolum\", \"urfadin\", \"urfadine\", \"urfadyn\")" 0.16 "g" "character(0)"
"NTZ" 41684 "Nitazoxanide" "Other antibacterials" "" "c(\"adrovet\", \"alinia\", \"azt + nitazoxanide\", \"colufase\", \"cryptaz\", \"dexidex\", \"heliton\", \"kidonax\", \"nitaxozanid\", \"nitaxozanide\", \"nitazox\", \"nitazoxamide\", \"nitazoxanid\", \"nitazoxanida\", \"nitazoxanide\", \"nitazoxanidum\", \"omniparax\", \"pacovanton\", \"paramix\", \"taenitaz\")" "character(0)"
"NIT" "J01XE01" 6604200 "Nitrofurantoin" "Other antibacterials" "Other antibacterials" "Nitrofuran derivatives" "c(\"f\", \"f/m\", \"fd\", \"ft\", \"ni\", \"nit\", \"nitr\")" "c(\"alfuran\", \"benkfuran\", \"berkfuran\", \"berkfurin\", \"ceduran\", \"chemiofuran\", \"cistofuran\", \"cyantin\", \"cystit\", \"dantafur\", \"fua med\", \"fuamed\", \"furabid\", \"furachel\", \"furadantin\", \"furadantin retard\", \"furadantina mc\", \"furadantine\", \"furadantine mc\", \"furadantoin\", \"furadoin\", \"furadoine\", \"furadonin\", \"furadonine\", \"furadoninum\", \"furadontin\", \"furadoxyl\", \"furalan\", \"furaloid\", \"furantoin\", \"furantoina\", \"furatoin\", \"furedan\", \"furina\", \"furobactina\", \"furodantin\", \"furophen t\", \"gerofuran\",
"NAR" 65452 "Narasin" "Other antibacterials" "" "c(\"monteban\", \"narasin\", \"narasin a\", \"narasine\", \"narasino\", \"narasinum\", \"narasul\")" "87570-8"
"NEO" 8378 "Neomycin" "Aminoglycosides" "c(\"A01AB08\", \"A07AA01\", \"B05CA09\", \"D06AX04\", \"J01GB05\", \"R02AB01\", \"S01AA03\", \"S02AA07\", \"S03AA01\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "neom" "c(\"actilin\", \"actiline\", \"antibiotique\", \"bycomycin\", \"endomixin\", \"enterfram\", \"fradiomycin\", \"fradiomycin b\", \"fradiomycinum\", \"framicetina\", \"framycetin\", \"framycetin sulfate\", \"framycetine\", \"framycetinum\", \"framygen\", \"fraquinol\", \"jernadex\", \"myacine\", \"myacyne\", \"mycerin\", \"mycifradin\", \"neobrettin\", \"neolate\", \"neomas\", \"neomcin\", \"neomicina\", \"neomin\", \"neomycin\", \"neomycin b\", \"neomycin b sulfate\", \"neomycin solution\", \"neomycin sulfate\", \"neomycin sulphate\", \"neomycinb\", \"neomycine\", \"neomycinum\",
\"nivemycin\", \"pimavecort\", \"soframycin\", \"soframycine\", \"tuttomycin\", \"vonamycin\", \"vonamycin powder v\")" 5 "g" "c(\"10995-9\", \"25262-7\")"
"NET" 441306 "Netilmicin" "Aminoglycosides" "c(\"J01GB07\", \"S01AA23\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "neti" "c(\"netillin\", \"netilmicin\", \"netilmicin sulfate\", \"netilmicina\", \"netilmicine\", \"netilmicinum\", \"netilyn\", \"netira\", \"vectacin\")" 0.35 "g" 0.35 "g" "c(\"25263-5\", \"3848-9\", \"3849-7\", \"3850-5\", \"47385-0\", \"59565-2\", \"59566-0\", \"59567-8\")"
"NIC" 9507 "Nicarbazin" "Other antibacterials" "" "c(\"nicarb\", \"nicarbasin\", \"nicarbazin\", \"nicarbazine\", \"nicoxin\", \"nicrazin\", \"nicrazine\", \"nirazin\")" "character(0)"
"NIF" 71946 "Nifuroquine" "Quinolones" "" "c(\"nifuroquina\", \"nifuroquine\", \"nifuroquinum\", \"quinaldofur\")" "character(0)"
"NFR" 9571062 "Nifurtoinol" "Other antibacterials" "J01XE02" "Other antibacterials" "Nitrofuran derivatives" "" "c(\"levantin\", \"nifurtoinol\", \"nifurtoinolo\", \"nifurtoinolum\", \"urfadin\", \"urfadine\", \"urfadyn\")" 0.16 "g" "character(0)"
"NTZ" 41684 "Nitazoxanide" "Other antibacterials" "P01AX11" "" "c(\"adrovet\", \"alinia\", \"azt + nitazoxanide\", \"colufase\", \"cryptaz\", \"dexidex\", \"heliton\", \"kidonax\", \"nitaxozanid\", \"nitaxozanide\", \"nitazox\", \"nitazoxamide\", \"nitazoxanid\", \"nitazoxanida\", \"nitazoxanide\", \"nitazoxanidum\", \"omniparax\", \"pacovanton\", \"paramix\", \"taenitaz\")" 1 "g" "character(0)"
"NIT" 6604200 "Nitrofurantoin" "Other antibacterials" "J01XE01" "Other antibacterials" "Nitrofuran derivatives" "c(\"f\", \"f/m\", \"fd\", \"ft\", \"ni\", \"nit\", \"nitr\")" "c(\"alfuran\", \"benkfuran\", \"berkfuran\", \"berkfurin\", \"ceduran\", \"chemiofuran\", \"cistofuran\", \"cyantin\", \"cystit\", \"dantafur\", \"fua med\", \"fuamed\", \"furabid\", \"furachel\", \"furadantin\", \"furadantin retard\", \"furadantina mc\", \"furadantine\", \"furadantine mc\", \"furadantoin\", \"furadoin\", \"furadoine\", \"furadonin\", \"furadonine\", \"furadoninum\", \"furadontin\", \"furadoxyl\", \"furalan\", \"furaloid\", \"furantoin\", \"furantoina\", \"furatoin\", \"furedan\", \"furina\", \"furobactina\", \"furodantin\", \"furophen t\", \"gerofuran\",
\"io>>uss>>a<<ixoo\", \"ituran\", \"ivadantin\", \"macpac\", \"macrobid\", \"macrodantin\", \"macrodantina\", \"macrofuran\", \"macrofurin\", \"nierofu\", \"nifurantin\", \"nifuretten\", \"nitoin\", \"nitrex\", \"nitrofuradantin\", \"nitrofurantion\", \"nitrofurantoin\", \"nitrofurantoin macro\", \"nitrofurantoina\", \"nitrofurantoine\", \"nitrofurantoinum\", \"novofuran\", \"orafuran\", \"parfuran\", \"phenurin\", \"piyeloseptyl\", \"siraliden\", \"trantoin\", \"uerineks\", \"urantoin\", \"urizept\", \"urodin\", \"urofuran\", \"urofurin\", \"urolisa\", \"urolong\",
\"uvamin\", \"welfurin\", \"zoofurin\")" 0.2 "g" "3860-4"
"NIZ" 5447130 "Nitrofurazone" "Other antibacterials" "" "c(\"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\",
"NIZ" 5447130 "Nitrofurazone" "Other antibacterials" "" "c(\"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\", \"furazol w\", \"furazone\", \"furazyme\", \"furesol\", \"furfurin\", \"furosem\", \"fuvacillin\", \"hemofuran\", \"ibiofural\", \"mammex\", \"mastofuran\", \"monafuracin\", \"monafuracis\", \"monofuracin\", \"nfz mix\", \"nifucin\", \"nifurid\", \"nifuzon\", \"nitrofural\", \"nitrofuralum\", \"nitrofuran\", \"nitrofurane\", \"nitrofurazan\", \"nitrofurazone\", \"nitrofurazonum\", \"nitrofurol\", \"nitrozone\", \"otofural\", \"otofuran\", \"rivafurazon\", \"sanfuran\", \"vabrocid\", \"vadrocid\", \"yatrocin\")" "character(0)"
"NTR" "J01XX07" 19910 "Nitroxoline" "Quinolones" "Other antibacterials" "Other antibacterials" "" "c(\"galinok\", \"isinok\", \"nibiol\", \"nicene forte\", \"nitroxolin\", \"nitroxolina\", \"nitroxoline\", \"nitroxolinum\", \"notroxoline\", \"noxibiol\")" 1 "g" "character(0)"
"NOR" "J01MA06" 4539 "Norfloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"nor\", \"norf\", \"nx\", \"nxn\")" "c(\"baccidal\", \"barazan\", \"chibroxin\", \"chibroxine\", \"chibroxol\", \"fulgram\", \"gonorcin\", \"lexinor\", \"nolicin\", \"noracin\", \"noraxin\", \"norflo\", \"norfloxacin\", \"norfloxacine\", \"norfloxacino\", \"norfloxacinum\", \"norocin\", \"noroxin\", \"noroxine\", \"norxacin\", \"sebercim\", \"uroxacin\", \"utinor\", \"zoroxin\")" 0.8 "g" "3867-9"
"NVA" 10419027 "Norvancomycin" "Glycopeptides" "" "norvancomycin" "character(0)"
"NOV" "QJ01XX95" 54675769 "Novobiocin" "Other antibacterials" "novo" "c(\"albamix\", \"albamycin\", \"cardelmycin\", \"cathocin\", \"cathomycin\", \"crystallinic acid\", \"inamycin\", \"novobiocin\", \"novobiocina\", \"novobiocine\", \"novobiocinum\", \"robiocina\", \"sirbiocina\", \"spheromycin\", \"stilbiocina\", \"streptonivicin\")" "17378-1"
"NYS" "G01AA01" 6433272 "Nystatin" "Antifungals/antimycotics" "nyst" "c(\"biofanal\", \"candex lotion\", \"comycin\", \"diastatin\", \"herniocid\", \"moronal\", \"myconystatin\", \"mycostatin\", \"mycostatin pastilles\", \"mykinac\", \"mykostatyna\", \"nilstat\", \"nistatin\", \"nistatina\", \"nyamyc\", \"nyotran\", \"nyotrantrade mark\", \"nystaform\", \"nystan\", \"nystatin\", \"nystatin a\", \"nystatin g\", \"nystatin lf\", \"nystatine\", \"nystatinum\", \"nystatyna\", \"nystavescent\", \"nystex\", \"nystop\", \"stamycin\", \"terrastatin\", \"zydin e\")" "character(0)"
"OFX" "J01MA01" 4583 "Ofloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"of\", \"ofl\", \"oflo\", \"ofx\")" "c(\"bactocin\", \"danoflox\", \"effexin\", \"exocin\", \"exocine\", \"flobacin\", \"flodemex\", \"flotavid\", \"flovid\", \"floxal\", \"floxil\", \"floxin\", \"floxin otic\", \"floxstat\", \"fugacin\", \"inoflox\", \"kinflocin\", \"kinoxacin\", \"levofloxacin hcl\", \"liflox\", \"loxinter\", \"marfloxacin\", \"medofloxine\", \"mergexin\", \"monoflocet\", \"novecin\", \"nufafloqo\", \"occidal\", \"ocuflox\", \"oflocee\", \"oflocet\", \"oflocin\", \"oflodal\", \"oflodex\", \"oflodura\", \"ofloxacin\", \"ofloxacin otic\", \"ofloxacina\", \"ofloxacine\", \"ofloxacino\", \"ofloxacinum\",
"NTR" 19910 "Nitroxoline" "Quinolones" "J01XX07" "Other antibacterials" "Other antibacterials" "" "c(\"galinok\", \"isinok\", \"nibiol\", \"nicene forte\", \"nitroxolin\", \"nitroxolina\", \"nitroxoline\", \"nitroxolinum\", \"notroxoline\", \"noxibiol\")" 1 "g" "character(0)"
"NOR" 4539 "Norfloxacin" "Quinolones" "c(\"J01MA06\", \"S01AE02\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"nor\", \"norf\", \"nx\", \"nxn\")" "c(\"baccidal\", \"barazan\", \"chibroxin\", \"chibroxine\", \"chibroxol\", \"fulgram\", \"gonorcin\", \"lexinor\", \"nolicin\", \"noracin\", \"noraxin\", \"norflo\", \"norfloxacin\", \"norfloxacine\", \"norfloxacino\", \"norfloxacinum\", \"norocin\", \"noroxin\", \"noroxine\", \"norxacin\", \"sebercim\", \"uroxacin\", \"utinor\", \"zoroxin\")" 0.8 "g" "3867-9"
"NVA" 10419027 "Norvancomycin" "Glycopeptides" "" "norvancomycin" "character(0)"
"NOV" 54675769 "Novobiocin" "Other antibacterials" "novo" "c(\"albamix\", \"albamycin\", \"cardelmycin\", \"cathocin\", \"cathomycin\", \"crystallinic acid\", \"inamycin\", \"novobiocin\", \"novobiocina\", \"novobiocine\", \"novobiocinum\", \"robiocina\", \"sirbiocina\", \"spheromycin\", \"stilbiocina\", \"streptonivicin\")" "17378-1"
"NYS" 6433272 "Nystatin" "Antifungals/antimycotics" "c(\"A07AA02\", \"D01AA01\", \"G01AA01\")" "nyst" "c(\"biofanal\", \"candex lotion\", \"comycin\", \"diastatin\", \"herniocid\", \"moronal\", \"myconystatin\", \"mycostatin\", \"mycostatin pastilles\", \"mykinac\", \"mykostatyna\", \"nilstat\", \"nistatin\", \"nistatina\", \"nyamyc\", \"nyotran\", \"nyotrantrade mark\", \"nystaform\", \"nystan\", \"nystatin\", \"nystatin a\", \"nystatin g\", \"nystatin lf\", \"nystatine\", \"nystatinum\", \"nystatyna\", \"nystavescent\", \"nystex\", \"nystop\", \"stamycin\", \"terrastatin\", \"zydin e\")" 1.5 "MU" "character(0)"
"OFX" 4583 "Ofloxacin" "Quinolones" "c(\"J01MA01\", \"S01AE01\", \"S02AA16\")" "Quinolone antibacterials" "Fluoroquinolones" "c(\"of\", \"ofl\", \"oflo\", \"ofx\")" "c(\"bactocin\", \"danoflox\", \"effexin\", \"exocin\", \"exocine\", \"flobacin\", \"flodemex\", \"flotavid\", \"flovid\", \"floxal\", \"floxil\", \"floxin\", \"floxin otic\", \"floxstat\", \"fugacin\", \"inoflox\", \"kinflocin\", \"kinoxacin\", \"levofloxacin hcl\", \"liflox\", \"loxinter\", \"marfloxacin\", \"medofloxine\", \"mergexin\", \"monoflocet\", \"novecin\", \"nufafloqo\", \"occidal\", \"ocuflox\", \"oflocee\", \"oflocet\", \"oflocin\", \"oflodal\", \"oflodex\", \"oflodura\", \"ofloxacin\", \"ofloxacin otic\", \"ofloxacina\", \"ofloxacine\", \"ofloxacino\", \"ofloxacinum\",
\"ofloxin\", \"onexacin\", \"operan\", \"orocin\", \"otonil\", \"oxaldin\", \"pharflox\", \"praxin\", \"puiritol\", \"qinolon\", \"quinolon\", \"quotavil\", \"sinflo\", \"tabrin\", \"taravid\", \"tariflox\", \"tarivid\", \"telbit\", \"tructum\", \"uro tarivid\", \"viotisone\", \"visiren\", \"zanocin\")" 0.4 "g" 0.4 "g" "c(\"25264-3\", \"3877-8\")"
"OLE" "J01FA05" 72493 "Oleandomycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"amimycin\", \"landomycin\", \"matromycin\", \"oleandomycin a\", \"romicil\")" 1 "g" "character(0)"
"OMC" 54697325 "Omadacycline" "Tetracyclines" "" "c(\"amadacycline\", \"omadacycline\")" "character(0)"
"OPT" 87880 "Optochin" "Other antibacterials" "" "c(\"numoquin\", \"optochin\", \"optoquine\")" "character(0)"
"ORB" 60605 "Orbifloxacin" "Quinolones" "" "orbifloxacin" "character(0)"
"ORI" "J01XA05" 16136912 "Oritavancin" "Glycopeptides" "Other antibacterials" "Glycopeptide antibacterials" "orit" "oritavancin" "character(0)"
"ORS" "Ormetroprim/sulfamethoxazole" "Other antibacterials" "" "" ""
"ORN" "J01XD03" 28061 "Ornidazole" "Other antibacterials" "Other antibacterials" "Imidazole derivatives" "" "c(\"madelen\", \"ornidal\", \"ornidazol\", \"ornidazole\", \"ornidazolum\", \"tiberal\")" 1 "g" "character(0)"
"OXA" "J01CF04" 6196 "Oxacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"ox\", \"oxa\", \"oxac\", \"oxal\", \"oxs\")" "c(\"bactocill\", \"ossacillina\", \"oxacilina\", \"oxacillin\", \"oxacillin sodium\", \"oxacilline\", \"oxacillinum\", \"oxazocillin\", \"oxazocilline\", \"prostaphlin\", \"prostaphlyn\", \"sodium oxacillin\")" 2 "g" 2 "g" "c(\"25265-0\", \"3882-8\")"
"OXO" "J01MB05" 4628 "Oxolinic acid" "Quinolones" "Quinolone antibacterials" "Other quinolones" "" "c(\"acide oxolinique\", \"acido ossolico\", \"acido oxolinico\", \"acidum oxolinicum\", \"aqualinic\", \"cistopax\", \"dioxacin\", \"emyrenil\", \"gramurin\", \"inoxyl\", \"nidantin\", \"oksaren\", \"orthurine\", \"ossian\", \"oxoboi\", \"oxolinic\", \"oxolinic acid\", \"pietil\", \"prodoxal\", \"prodoxol\", \"starner\", \"tiurasin\", \"ultibid\", \"urinox\", \"uritrate\", \"urotrate\", \"uroxol\", \"utibid\")" 1 "g" "character(0)"
"OXY" "J01AA06" 54675779 "Oxytetracycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"adamycin\", \"berkmycen\", \"biostat\", \"biostat pa\", \"dabicycline\", \"dalimycin\", \"embryostat\", \"fanterrin\", \"galsenomycin\", \"geomycin\", \"geotilin\", \"hydroxytetracyclinum\", \"imperacin\", \"lenocycline\", \"macocyn\", \"medamycin\", \"mepatar\", \"oksisyklin\", \"ossitetraciclina\", \"oxacycline\", \"oxitetraciclina\", \"oxitetracyclin\", \"oxitetracycline\", \"oxitetracyclinum\", \"oxydon\", \"oxymycin\", \"oxymykoin\", \"oxypam\", \"oxysteclin\", \"oxyterracin\", \"oxyterracine\", \"oxyterracyne\", \"oxytetracid\", \"oxytetracyclin\", \"oxytetracycline\",
"OLE" 72493 "Oleandomycin" "Macrolides/lincosamides" "J01FA05" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"amimycin\", \"landomycin\", \"matromycin\", \"oleandomycin a\", \"romicil\")" 1 "g" "character(0)"
"OMC" 54697325 "Omadacycline" "Tetracyclines" "J01AA15" "" "c(\"amadacycline\", \"omadacycline\")" 0.3 "g" 0.1 "g" "character(0)"
"OPT" 87880 "Optochin" "Other antibacterials" "" "c(\"numoquin\", \"optochin\", \"optoquine\")" "character(0)"
"ORB" 60605 "Orbifloxacin" "Quinolones" "" "orbifloxacin" "character(0)"
"ORI" 16136912 "Oritavancin" "Glycopeptides" "J01XA05" "Other antibacterials" "Glycopeptide antibacterials" "orit" "oritavancin" "character(0)"
"ORS" "Ormetroprim/sulfamethoxazole" "Other antibacterials" "" "" ""
"ORN" 28061 "Ornidazole" "Other antibacterials" "c(\"G01AF06\", \"J01XD03\", \"P01AB03\")" "Other antibacterials" "Imidazole derivatives" "" "c(\"madelen\", \"ornidal\", \"ornidazol\", \"ornidazole\", \"ornidazolum\", \"tiberal\")" 1.5 "g" 1 "g" "character(0)"
"OXA" 6196 "Oxacillin" "Beta-lactams/penicillins" "J01CF04" "Beta-lactam antibacterials, penicillins" "Beta-lactamase resistant penicillins" "c(\"ox\", \"oxa\", \"oxac\", \"oxal\", \"oxs\")" "c(\"bactocill\", \"ossacillina\", \"oxacilina\", \"oxacillin\", \"oxacillin sodium\", \"oxacilline\", \"oxacillinum\", \"oxazocillin\", \"oxazocilline\", \"prostaphlin\", \"prostaphlyn\", \"sodium oxacillin\")" 2 "g" 2 "g" "c(\"25265-0\", \"3882-8\")"
"OXO" 4628 "Oxolinic acid" "Quinolones" "J01MB05" "Quinolone antibacterials" "Other quinolones" "" "c(\"acide oxolinique\", \"acido ossolico\", \"acido oxolinico\", \"acidum oxolinicum\", \"aqualinic\", \"cistopax\", \"dioxacin\", \"emyrenil\", \"gramurin\", \"inoxyl\", \"nidantin\", \"oksaren\", \"orthurine\", \"ossian\", \"oxoboi\", \"oxolinic\", \"oxolinic acid\", \"pietil\", \"prodoxal\", \"prodoxol\", \"starner\", \"tiurasin\", \"ultibid\", \"urinox\", \"uritrate\", \"urotrate\", \"uroxol\", \"utibid\")" 1 "g" "character(0)"
"OXY" 54675779 "Oxytetracycline" "Tetracyclines" "c(\"D06AA03\", \"G01AA07\", \"J01AA06\", \"S01AA04\")" "Tetracyclines" "Tetracyclines" "" "c(\"adamycin\", \"berkmycen\", \"biostat\", \"biostat pa\", \"dabicycline\", \"dalimycin\", \"embryostat\", \"fanterrin\", \"galsenomycin\", \"geomycin\", \"geotilin\", \"hydroxytetracyclinum\", \"imperacin\", \"lenocycline\", \"macocyn\", \"medamycin\", \"mepatar\", \"oksisyklin\", \"ossitetraciclina\", \"oxacycline\", \"oxitetraciclina\", \"oxitetracyclin\", \"oxitetracycline\", \"oxitetracyclinum\", \"oxydon\", \"oxymycin\", \"oxymykoin\", \"oxypam\", \"oxysteclin\", \"oxyterracin\", \"oxyterracine\", \"oxyterracyne\", \"oxytetracid\", \"oxytetracyclin\", \"oxytetracycline\",
\"oxytetracycline base\", \"oxytetracyclinum\", \"proteroxyna\", \"riomitsin\", \"ryomycin\", \"solkaciclina\", \"stecsolin\", \"stevacin\", \"tarocyn\", \"tarosin\", \"teravit\", \"terrafungine\", \"terramitsin\", \"terramycin\", \"terramycin im\", \"tetran\", \"unimycin\", \"ursocyclin\", \"ursocycline\", \"vendarcin\")" 1 "g" 1 "g" "c(\"17396-3\", \"25266-8\", \"87595-5\")"
"PAS" 4649 "P-aminosalicylic acid" "Antimycobacterials" "" "c(\"aminopar\", \"aminosalicylic\", \"aminosalicylic acid\", \"aminosalyl\", \"aminox\", \"apacil\", \"deapasil\", \"entepas\", \"ferrosan\", \"gabbropas\", \"helipidyl\", \"hellipidyl\", \"neopasalate\", \"osacyl\", \"pamacyl\", \"pamisyl\", \"paramycin\", \"parasal\", \"parasalicil\", \"parasalindon\", \"pasalon\", \"pasara\", \"pascorbic\", \"pasdium\", \"paser granules\", \"paskalium\", \"pasmed\", \"pasnodia\", \"pasolac\", \"propasa\", \"rezipas\", \"teebacin\", \"wln: zr cq dvq\")" "character(0)"
"PAN" 72015 "Panipenem" "Carbapenems" "" "c(\"panipenem\", \"panipenemum\", \"penipanem\")" "character(0)"
"PAR" 165580 "Paromomycin" "Other antibacterials" "" "c(\"aminosidin\", \"aminosidine\", \"aminosidine i\", \"aminosidine sulfate\", \"amminosidin\", \"crestomycin\", \"estomycin\", \"gabbromicina\", \"gabbromycin\", \"gabromycin\", \"humatin\", \"humycin\", \"hydroxymycin\", \"hydroxymycin sulfate\", \"monomycin\", \"monomycin a\", \"neomycin e\", \"paramomycin\", \"paramomycin sulfate\", \"paromomicina\", \"paromomycin\", \"paromomycin i\", \"paromomycine\", \"paromomycinum\", \"paucimycin\", \"paucimycinum\", \"quintomycin c\")" "character(0)"
"PAZ" "J01MA18" 65957 "Pazufloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"pazufloxacin\", \"pazufloxacine\", \"pazufloxacino\", \"pazufloxacinum\")" 1 "g" "character(0)"
"PEF" "J01MA03" 51081 "Pefloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"pefl\")" "c(\"abactal\", \"labocton\", \"pefloxacin\", \"pefloxacine\", \"pefloxacino\", \"pefloxacinum\", \"perfloxacin\", \"silver pefloxacin\")" 0.8 "g" 0.8 "g" "3906-5"
"PNM" "J01CE06" 10250769 "Penamecillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"hydroxymethyl\", \"penamecilina\", \"penamecillin\", \"penamecillina\", \"penamecilline\", \"penamecillinum\")" 1.05 "g" "character(0)"
"PNO" "Penicillin/novobiocin" "Beta-lactams/penicillins" "" "" ""
"PSU" "Penicillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"PNM1" "J01AA10" 54686187 "Penimepicycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"duamine\", \"hydrocycline\", \"penetracyne\", \"penimepiciclina\", \"penimepicycline\", \"penimepicyclinum\")" "character(0)"
"PIM" 65453 "Pentisomicin" "Aminoglycosides" "" "c(\"pentisomicin\", \"pentisomicina\", \"pentisomicine\", \"pentisomicinum\")" "character(0)"
"PTZ" 55250256 "Pentizidone" "Other antibacterials" "" "" ""
"PEX" 16132253 "Pexiganan" "Other antibacterials" "" "pexiganan" "character(0)"
"PHE" "J01CE05" 272833 "Phenethicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "c(\"\", \"fene\")" "c(\"feneticilina\", \"feneticillina\", \"feneticilline\", \"k phenethicillin\", \"phenethicilin\", \"phenethicillinum\", \"pheneticillin\", \"pheneticilline\", \"pheneticillinum\", \"phenoxy pc\", \"potassium penicillin\")" 1 "g" "41471-4"
"PHN" "J01CE02" 6869 "Phenoxymethylpenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "c(\"fepe\", \"peni v\", \"penicillin v\", \"pnv\", \"pv\")" "c(\"acipen v\", \"apocillin\", \"apopen\", \"beromycin\", \"calcipen\", \"compocillin v\", \"crystapen v\", \"distaquaine v\", \"eskacillian v\", \"eskacillin v\", \"fenacilin\", \"fenospen\", \"meropenin\", \"oracillin\", \"oratren\", \"penicillin v\", \"phenocillin\", \"phenomycilline\", \"phenopenicillin\", \"robicillin\", \"rocilin\", \"stabicillin\", \"vebecillin\", \"veetids\", \"vegacillin\")" 2 "g" "character(0)"
"PMR" 5284447 "Pimaricin (Natamycin)" "Antifungals/antimycotics" "" "c(\"delvocid\", \"mycophyt\", \"myprozine\", \"natacyn\", \"natamicina\", \"natamycin\", \"natamycine\", \"natamycinum\", \"pimafucin\", \"pimaracin\", \"pimarizin\", \"synogil\", \"tennecetin\")" "character(0)"
"PPA" "J01MB04" 4831 "Pipemidic acid" "Quinolones" "Quinolone antibacterials" "Other quinolones" "c(\"pipz\", \"pizu\")" "c(\"acide pipemidique\", \"acido pipemidico\", \"acidum pipemidicum\", \"deblaston\", \"dolcol\", \"pipedac\", \"pipemid\", \"pipemidic\", \"pipemidic acid\", \"pipemidicacid\", \"pipram\", \"uromidin\")" 0.8 "g" "character(0)"
"PIP" "J01CA12" 43672 "Piperacillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"pi\", \"pip\", \"pipc\", \"pipe\", \"pp\")" "c(\"isipen\", \"pentcillin\", \"peperacillin\", \"peracin\", \"piperacilina\", \"piperacillin\", \"piperacillin na\", \"piperacillin sodium\", \"piperacilline\", \"piperacillinum\", \"pipercillin\", \"pipracil\", \"pipril\")" 14 "g" "c(\"25268-4\", \"3972-7\")"
"PIS" "Piperacillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"TZP" "J01CR05" 461573 "Piperacillin/tazobactam" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"p/t\", \"piptaz\", \"piptazo\", \"pit\", \"pita\", \"pt\", \"ptc\", \"ptz\", \"tzp\")" "c(\"\", \"tazocel\", \"tazocillin\", \"tazocin\", \"zosyn\")" 14 "g" "character(0)"
"PRC" 71978 "Piridicillin" "Beta-lactams/penicillins" "" "piridicillin" "character(0)"
"PRL" 157385 "Pirlimycin" "Other antibacterials" "" "c(\"pirlimycin\", \"pirlimycina\", \"pirlimycine\", \"pirlimycinum\", \"pirsue\")" "character(0)"
"PIR" "J01MB03" 4855 "Piromidic acid" "Quinolones" "Quinolone antibacterials" "Other quinolones" "" "c(\"acide piromidique\", \"acido piromidico\", \"acidum piromidicum\", \"actrun c\", \"bactramyl\", \"enterol\", \"gastrurol\", \"panacid\", \"pirodal\", \"piromidic acid\", \"pyrido\", \"reelon\", \"septural\", \"urisept\", \"uropir\", \"zaomeal\")" 2 "g" "character(0)"
"PVM" "J01CA02" 33478 "Pivampicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"berocillin\", \"pivaloylampicillin\", \"pivampicilina\", \"pivampicillin\", \"pivampicilline\", \"pivampicillinum\", \"pondocillin\")" 1.05 "g" "character(0)"
"PME" "J01CA08" 115163 "Pivmecillinam" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"amdinocillin pivoxil\", \"coactabs\", \"hydroxymethyl\", \"pivmecilinamo\", \"pivmecillinam\", \"pivmecillinam hcl\", \"pivmecillinamum\")" 0.6 "g" "character(0)"
"PLZ" 42613186 "Plazomicin" "Aminoglycosides" "" "plazomicin" "92024-9"
"PLB" "J01XB02" 49800004 "Polymyxin B" "Polymyxins" "Other antibacterials" "Polymyxins" "c(\"pb\", \"pol\", \"polb\", \"poly\", \"poly b\", \"polymixin\", \"polymixin b\")" "c(\"polimixina b\", \"polumyxin b\", \"polymixin b\", \"polymyxine b\")" 0.15 "g" "c(\"17473-0\", \"25269-2\")"
"POP" "Polymyxin B/polysorbate 80" "Polymyxins" "" "" ""
"POS" "J02AC04" 468595 "Posaconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Triazole derivatives" "posa" "c(\"noxafil\", \"posaconazole\", \"posaconazole sp\", \"posconazole\")" 0.3 "g" 0.3 "g" "c(\"53731-6\", \"80545-7\")"
"PRA" 9802884 "Pradofloxacin" "Quinolones" "" "pradofloxacin" "character(0)"
"PRX" 71455 "Premafloxacin" "Quinolones" "" "premafloxacin" "character(0)"
"PMD" "J04AK08" 456199 "Pretomanid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "" ""
"PRM" 6446787 "Primycin" "Macrolides/lincosamides" "" "" ""
"PRI" "J01FG01" 11979535 "Pristinamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Streptogramins" "c(\"\", \"pris\")" "c(\"eskalin v\", \"mikamycin\", \"mikamycine\", \"mikamycinum\", \"ostreogrycinum\", \"pristinamycine\", \"pristinamycinum\", \"stafac\", \"stafytracine\", \"staphylomycin\", \"starfac\", \"streptogramin\", \"vernamycin\", \"virgimycin\", \"virgimycine\", \"virginiamycina\", \"virginiamycine\", \"virginiamycinum\")" 2 "g" "character(0)"
"PRB" "J01CE09" 5903 "Procaine benzylpenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"depocillin\", \"duphapen\", \"hostacillin\", \"hydracillin\", \"jenacillin o\", \"nopcaine\", \"penicillin procaine\", \"retardillin\", \"vetspen\", \"vitablend\")" 0.6 "g" "character(0)"
"PRP" "J01CE03" 92879 "Propicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"propicilina\", \"propicillin\", \"propicilline\", \"propicillinum\")" 0.9 "g" "character(0)"
"PKA" 9872451 "Propikacin" "Aminoglycosides" "" "c(\"propikacin\", \"propikacina\", \"propikacine\", \"propikacinum\")" "character(0)"
"PTH" "J04AD01" 666418 "Prothionamide" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "prot" "c(\"ektebin\", \"peteha\", \"prothionamide\", \"prothionamidum\", \"protion\", \"protionamid\", \"protionamida\", \"protionamide\", \"protionamidum\", \"protionizina\", \"tebeform\", \"trevintix\", \"tuberex\")" 0.75 "g" "character(0)"
"PRU" "J01MA17" 65947 "Prulifloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"prulifloxacin\", \"pruvel\", \"pufloxacin dioxolil\", \"quisnon\")" 0.6 "g" "character(0)"
"PZA" "J04AK01" 1046 "Pyrazinamide" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "pyra" "c(\"aldinamid\", \"aldinamide\", \"braccopiral\", \"corsazinmid\", \"dipimide\", \"eprazin\", \"farmizina\", \"isopas\", \"lynamide\", \"novamid\", \"p ezetamid\", \"pezetamid\", \"pharozinamide\", \"piraldina\", \"pirazimida\", \"pirazinamid\", \"pirazinamida\", \"pirazinamide\", \"prazina\", \"pyrafat\", \"pyramide\", \"pyrazide\", \"pyrazinamdie\", \"pyrazinamid\", \"pyrazinamide\", \"pyrazinamidum\", \"pyrazine carboxamide\", \"pyrazineamide\", \"pyrizinamide\", \"rifafour\", \"rozide\", \"tebrazid\", \"tebrazio\", \"tisamid\", \"unipyranamide\", \"zinamide\", \"zinastat\"
"PAS" 4649 "P-aminosalicylic acid" "Antimycobacterials" "" "c(\"aminopar\", \"aminosalicylic\", \"aminosalicylic acid\", \"aminosalyl\", \"aminox\", \"apacil\", \"deapasil\", \"entepas\", \"ferrosan\", \"gabbropas\", \"helipidyl\", \"hellipidyl\", \"neopasalate\", \"osacyl\", \"pamacyl\", \"pamisyl\", \"paramycin\", \"parasal\", \"parasalicil\", \"parasalindon\", \"pasalon\", \"pasara\", \"pascorbic\", \"pasdium\", \"paser granules\", \"paskalium\", \"pasmed\", \"pasnodia\", \"pasolac\", \"propasa\", \"rezipas\", \"teebacin\", \"wln: zr cq dvq\")" "character(0)"
"PAN" 72015 "Panipenem" "Carbapenems" "" "c(\"panipenem\", \"panipenemum\", \"penipanem\")" "character(0)"
"PAR" 165580 "Paromomycin" "Other antibacterials" "A07AA06" "" "c(\"aminosidin\", \"aminosidine\", \"aminosidine i\", \"aminosidine sulfate\", \"amminosidin\", \"crestomycin\", \"estomycin\", \"gabbromicina\", \"gabbromycin\", \"gabromycin\", \"humatin\", \"humycin\", \"hydroxymycin\", \"hydroxymycin sulfate\", \"monomycin\", \"monomycin a\", \"neomycin e\", \"paramomycin\", \"paramomycin sulfate\", \"paromomicina\", \"paromomycin\", \"paromomycin i\", \"paromomycine\", \"paromomycinum\", \"paucimycin\", \"paucimycinum\", \"quintomycin c\")" 3 "g" "character(0)"
"PAZ" 65957 "Pazufloxacin" "Quinolones" "J01MA18" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"pazufloxacin\", \"pazufloxacine\", \"pazufloxacino\", \"pazufloxacinum\")" 1 "g" "character(0)"
"PEF" 51081 "Pefloxacin" "Quinolones" "J01MA03" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"pefl\")" "c(\"abactal\", \"labocton\", \"pefloxacin\", \"pefloxacine\", \"pefloxacino\", \"pefloxacinum\", \"perfloxacin\", \"silver pefloxacin\")" 0.8 "g" 0.8 "g" "3906-5"
"PNM" 10250769 "Penamecillin" "Beta-lactams/penicillins" "J01CE06" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"hydroxymethyl\", \"penamecilina\", \"penamecillin\", \"penamecillina\", \"penamecilline\", \"penamecillinum\")" 1.05 "g" "character(0)"
"PNO" "Penicillin/novobiocin" "Beta-lactams/penicillins" "" "" ""
"PSU" "Penicillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"PNM1" 54686187 "Penimepicycline" "Tetracyclines" "J01AA10" "Tetracyclines" "Tetracyclines" "" "c(\"duamine\", \"hydrocycline\", \"penetracyne\", \"penimepiciclina\", \"penimepicycline\", \"penimepicyclinum\")" "character(0)"
"PIM" 65453 "Pentisomicin" "Aminoglycosides" "" "c(\"pentisomicin\", \"pentisomicina\", \"pentisomicine\", \"pentisomicinum\")" "character(0)"
"PTZ" 55250256 "Pentizidone" "Other antibacterials" "" "" ""
"PEX" 16132253 "Pexiganan" "Other antibacterials" "" "pexiganan" "character(0)"
"PHE" 272833 "Phenethicillin" "Beta-lactams/penicillins" "J01CE05" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "c(\"\", \"fene\")" "c(\"feneticilina\", \"feneticillina\", \"feneticilline\", \"k phenethicillin\", \"phenethicilin\", \"phenethicillinum\", \"pheneticillin\", \"pheneticilline\", \"pheneticillinum\", \"phenoxy pc\", \"potassium penicillin\")" 1 "g" "41471-4"
"PHN" 6869 "Phenoxymethylpenicillin" "Beta-lactams/penicillins" "J01CE02" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "c(\"fepe\", \"peni v\", \"penicillin v\", \"pnv\", \"pv\")" "c(\"acipen v\", \"apocillin\", \"apopen\", \"beromycin\", \"calcipen\", \"compocillin v\", \"crystapen v\", \"distaquaine v\", \"eskacillian v\", \"eskacillin v\", \"fenacilin\", \"fenospen\", \"meropenin\", \"oracillin\", \"oratren\", \"penicillin v\", \"phenocillin\", \"phenomycilline\", \"phenopenicillin\", \"robicillin\", \"rocilin\", \"stabicillin\", \"vebecillin\", \"veetids\", \"vegacillin\")" 2 "g" "character(0)"
"PMR" 5284447 "Pimaricin (Natamycin)" "Antifungals/antimycotics" "" "c(\"delvocid\", \"mycophyt\", \"myprozine\", \"natacyn\", \"natamicina\", \"natamycin\", \"natamycine\", \"natamycinum\", \"pimafucin\", \"pimaracin\", \"pimarizin\", \"synogil\", \"tennecetin\")" "character(0)"
"PPA" 4831 "Pipemidic acid" "Quinolones" "J01MB04" "Quinolone antibacterials" "Other quinolones" "c(\"pipz\", \"pizu\")" "c(\"acide pipemidique\", \"acido pipemidico\", \"acidum pipemidicum\", \"deblaston\", \"dolcol\", \"pipedac\", \"pipemid\", \"pipemidic\", \"pipemidic acid\", \"pipemidicacid\", \"pipram\", \"uromidin\")" 0.8 "g" "character(0)"
"PIP" 43672 "Piperacillin" "Beta-lactams/penicillins" "J01CA12" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"pi\", \"pip\", \"pipc\", \"pipe\", \"pp\")" "c(\"isipen\", \"pentcillin\", \"peperacillin\", \"peracin\", \"piperacilina\", \"piperacillin\", \"piperacillin na\", \"piperacillin sodium\", \"piperacilline\", \"piperacillinum\", \"pipercillin\", \"pipracil\", \"pipril\")" 14 "g" "c(\"25268-4\", \"3972-7\")"
"PIS" "Piperacillin/sulbactam" "Beta-lactams/penicillins" "" "" ""
"TZP" 461573 "Piperacillin/tazobactam" "Beta-lactams/penicillins" "J01CR05" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"p/t\", \"piptaz\", \"piptazo\", \"pit\", \"pita\", \"pt\", \"ptc\", \"ptz\", \"tzp\")" "c(\"\", \"tazocel\", \"tazocillin\", \"tazocin\", \"zosyn\")" 14 "g" "character(0)"
"PRC" 71978 "Piridicillin" "Beta-lactams/penicillins" "" "piridicillin" "character(0)"
"PRL" 157385 "Pirlimycin" "Macrolides/lincosamides" "" "c(\"pirlimycin\", \"pirlimycina\", \"pirlimycine\", \"pirlimycinum\", \"pirsue\")" "character(0)"
"PIR" 4855 "Piromidic acid" "Quinolones" "J01MB03" "Quinolone antibacterials" "Other quinolones" "" "c(\"acide piromidique\", \"acido piromidico\", \"acidum piromidicum\", \"actrun c\", \"bactramyl\", \"enterol\", \"gastrurol\", \"panacid\", \"pirodal\", \"piromidic acid\", \"pyrido\", \"reelon\", \"septural\", \"urisept\", \"uropir\", \"zaomeal\")" 2 "g" "character(0)"
"PVM" 33478 "Pivampicillin" "Beta-lactams/penicillins" "J01CA02" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"berocillin\", \"pivaloylampicillin\", \"pivampicilina\", \"pivampicillin\", \"pivampicilline\", \"pivampicillinum\", \"pondocillin\")" 1.05 "g" "character(0)"
"PME" 115163 "Pivmecillinam" "Beta-lactams/penicillins" "J01CA08" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"amdinocillin pivoxil\", \"coactabs\", \"hydroxymethyl\", \"pivmecilinamo\", \"pivmecillinam\", \"pivmecillinam hcl\", \"pivmecillinamum\")" 0.6 "g" "character(0)"
"PLZ" 42613186 "Plazomicin" "Aminoglycosides" "J01GB14" "" "plazomicin" "92024-9"
"PLB" 49800004 "Polymyxin B" "Polymyxins" "c(\"A07AA05\", \"J01XB02\", \"S01AA18\", \"S02AA11\", \"S03AA03\")" "Other antibacterials" "Polymyxins" "c(\"pb\", \"pol\", \"polb\", \"poly\", \"poly b\", \"polymixin\", \"polymixin b\")" "c(\"polimixina b\", \"polumyxin b\", \"polymixin b\", \"polymyxine b\")" 3 "MU" 0.15 "g" "c(\"17473-0\", \"25269-2\")"
"POP" "Polymyxin B/polysorbate 80" "Polymyxins" "" "" ""
"POS" 468595 "Posaconazole" "Antifungals/antimycotics" "J02AC04" "Antimycotics for systemic use" "Triazole derivatives" "posa" "c(\"noxafil\", \"posaconazole\", \"posaconazole sp\", \"posconazole\")" 0.3 "g" 0.3 "g" "c(\"53731-6\", \"80545-7\")"
"PRA" 9802884 "Pradofloxacin" "Quinolones" "" "pradofloxacin" "character(0)"
"PRX" 71455 "Premafloxacin" "Quinolones" "" "premafloxacin" "character(0)"
"PMD" 456199 "Pretomanid" "Antimycobacterials" "J04AK08" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "" ""
"PRM" 6446787 "Primycin" "Macrolides/lincosamides" "" "" ""
"PRI" 11979535 "Pristinamycin" "Macrolides/lincosamides" "J01FG01" "Macrolides, lincosamides and streptogramins" "Streptogramins" "c(\"\", \"pris\")" "c(\"eskalin v\", \"mikamycin\", \"mikamycine\", \"mikamycinum\", \"ostreogrycinum\", \"pristinamycine\", \"pristinamycinum\", \"stafac\", \"stafytracine\", \"staphylomycin\", \"starfac\", \"streptogramin\", \"vernamycin\", \"virgimycin\", \"virgimycine\", \"virginiamycina\", \"virginiamycine\", \"virginiamycinum\")" 2 "g" "character(0)"
"PRB" 5903 "Procaine benzylpenicillin" "Beta-lactams/penicillins" "J01CE09" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"depocillin\", \"duphapen\", \"hostacillin\", \"hydracillin\", \"jenacillin o\", \"nopcaine\", \"penicillin procaine\", \"retardillin\", \"vetspen\", \"vitablend\")" 0.6 "g" "character(0)"
"PRP" 92879 "Propicillin" "Beta-lactams/penicillins" "J01CE03" "Beta-lactam antibacterials, penicillins" "Beta-lactamase sensitive penicillins" "" "c(\"propicilina\", \"propicillin\", \"propicilline\", \"propicillinum\")" 0.9 "g" "character(0)"
"PKA" 9872451 "Propikacin" "Aminoglycosides" "" "c(\"propikacin\", \"propikacina\", \"propikacine\", \"propikacinum\")" "character(0)"
"PTH" 666418 "Prothionamide" "Antimycobacterials" "J04AD01" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "prot" "c(\"ektebin\", \"peteha\", \"prothionamide\", \"prothionamidum\", \"protion\", \"protionamid\", \"protionamida\", \"protionamide\", \"protionamidum\", \"protionizina\", \"tebeform\", \"trevintix\", \"tuberex\")" 0.75 "g" "character(0)"
"PRU" 65947 "Prulifloxacin" "Quinolones" "J01MA17" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"prulifloxacin\", \"pruvel\", \"pufloxacin dioxolil\", \"quisnon\")" 0.6 "g" "character(0)"
"PZA" 1046 "Pyrazinamide" "Antimycobacterials" "J04AK01" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "pyra" "c(\"aldinamid\", \"aldinamide\", \"braccopiral\", \"corsazinmid\", \"dipimide\", \"eprazin\", \"farmizina\", \"isopas\", \"lynamide\", \"novamid\", \"p ezetamid\", \"pezetamid\", \"pharozinamide\", \"piraldina\", \"pirazimida\", \"pirazinamid\", \"pirazinamida\", \"pirazinamide\", \"prazina\", \"pyrafat\", \"pyramide\", \"pyrazide\", \"pyrazinamdie\", \"pyrazinamid\", \"pyrazinamide\", \"pyrazinamidum\", \"pyrazine carboxamide\", \"pyrazineamide\", \"pyrizinamide\", \"rifafour\", \"rozide\", \"tebrazid\", \"tebrazio\", \"tisamid\", \"unipyranamide\", \"zinamide\", \"zinastat\"
)" 1.5 "g" "c(\"11001-5\", \"25270-0\")"
"QDA" "J01FG02" 11979418 "Quinupristin/dalfopristin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Streptogramins" "c(\"q/d\", \"qda\", \"qida\", \"quda\", \"rp\", \"syn\")" "" 1.5 "g" ""
"RAC" 56052 "Ractopamine" "Other antibacterials" "" "c(\"ractopamina\", \"ractopamine\", \"ractopaminum\")" "character(0)"
"RAM" 16132338 "Ramoplanin" "Glycopeptides" "" "ramoplanin" "character(0)"
"RZM" 10993211 "Razupenem" "Carbapenems" "" "razupenem" "character(0)"
"RTP" "A07AA11" 6918462 "Retapamulin" "Other antibacterials" "Intestinal antiinfectives" "Antibiotics" "" "c(\"altabax\", \"altargo\", \"retapamulin\")" 0.6 "g" "character(0)"
"RBC" "J02AC05" 44631912 "Ribociclib" "Antifungals/antimycotics" "Antimycotics for systemic use" "Triazole derivatives" "ribo" "c(\"kisqali\", \"ribociclib\")" 0.2 0.2 "character(0)"
"RST" "J01GB10" 33042 "Ribostamycin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"dekamycin iv\", \"hetangmycin\", \"ribastamin\", \"ribostamicina\", \"ribostamycin\", \"ribostamycine\", \"ribostamycinum\", \"vistamycin\", \"xylostatin\")" 1 "g" "character(0)"
"RID1" 16659285 "Ridinilazole" "Other antibacterials" "" "ridinilazole" "character(0)"
"RIB" "J04AB04" 135398743 "Rifabutin" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Antibiotics" "rifb" "c(\"alfacid\", \"ansamicin\", \"ansamycin\", \"ansatipin\", \"ansatipine\", \"mycobutin\", \"rifabutin\", \"rifabutina\", \"rifabutine\", \"rifabutinum\")" 0.15 "g" "24032-5"
"RIF" "J04AB02" 135398735 "Rifampicin" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Antibiotics" "rifa" "c(\"abrifam\", \"archidyn\", \"arficin\", \"arzide\", \"azt + rifampin\", \"benemicin\", \"benemycin\", \"dipicin\", \"doloresum\", \"eremfat\", \"famcin\", \"fenampicin\", \"rifadin\", \"rifadin i.v\", \"rifadin i.v.\", \"rifadine\", \"rifagen\", \"rifaldazin\", \"rifaldazine\", \"rifaldin\", \"rifamate\", \"rifamicin amp\", \"rifamor\", \"rifampicin\", \"rifampicin sv\", \"rifampicina\", \"rifampicine\", \"rifampicinum\", \"rifampin\", \"rifamsolin\", \"rifamycin amp\", \"rifaprodin\", \"rifcin\", \"rifobac\", \"rifoldin\", \"rifoldine\", \"riforal\", \"rimactan\", \"rimactane\",
"QDA" 11979418 "Quinupristin/dalfopristin" "Macrolides/lincosamides" "J01FG02" "Macrolides, lincosamides and streptogramins" "Streptogramins" "c(\"q/d\", \"qda\", \"qida\", \"quda\", \"rp\", \"syn\")" "" 1.5 "g" ""
"RAC" 56052 "Ractopamine" "Other antibacterials" "" "c(\"ractopamina\", \"ractopamine\", \"ractopaminum\")" "character(0)"
"RAM" 16132338 "Ramoplanin" "Glycopeptides" "" "ramoplanin" "character(0)"
"RZM" 10993211 "Razupenem" "Carbapenems" "" "razupenem" "character(0)"
"RTP" 6918462 "Retapamulin" "Other antibacterials" "D06AX13" "Antibiotics for topical use" "Other antibiotics for topical use" "" "c(\"altabax\", \"altargo\", \"retapamulin\")" "character(0)"
"RBC" 44631912 "Ribociclib" "Antifungals/antimycotics" "L01EF02" "Antimycotics for systemic use" "Triazole derivatives" "ribo" "c(\"kisqali\", \"ribociclib\")" "character(0)"
"RST" 33042 "Ribostamycin" "Aminoglycosides" "J01GB10" "Aminoglycoside antibacterials" "Other aminoglycosides" "" "c(\"dekamycin iv\", \"hetangmycin\", \"ribastamin\", \"ribostamicina\", \"ribostamycin\", \"ribostamycine\", \"ribostamycinum\", \"vistamycin\", \"xylostatin\")" 1 "g" "character(0)"
"RID1" 16659285 "Ridinilazole" "Other antibacterials" "" "ridinilazole" "character(0)"
"RIB" 135398743 "Rifabutin" "Antimycobacterials" "J04AB04" "Drugs for treatment of tuberculosis" "Antibiotics" "rifb" "c(\"alfacid\", \"ansamicin\", \"ansamycin\", \"ansatipin\", \"ansatipine\", \"mycobutin\", \"rifabutin\", \"rifabutina\", \"rifabutine\", \"rifabutinum\")" 0.15 "g" "24032-5"
"RIF" 135398735 "Rifampicin" "Antimycobacterials" "J04AB02" "Drugs for treatment of tuberculosis" "Antibiotics" "rifa" "c(\"abrifam\", \"archidyn\", \"arficin\", \"arzide\", \"azt + rifampin\", \"benemicin\", \"benemycin\", \"dipicin\", \"doloresum\", \"eremfat\", \"famcin\", \"fenampicin\", \"rifadin\", \"rifadin i.v\", \"rifadin i.v.\", \"rifadine\", \"rifagen\", \"rifaldazin\", \"rifaldazine\", \"rifaldin\", \"rifamate\", \"rifamicin amp\", \"rifamor\", \"rifampicin\", \"rifampicin sv\", \"rifampicina\", \"rifampicine\", \"rifampicinum\", \"rifampin\", \"rifamsolin\", \"rifamycin amp\", \"rifaprodin\", \"rifcin\", \"rifobac\", \"rifoldin\", \"rifoldine\", \"riforal\", \"rimactan\", \"rimactane\",
\"rimactizid\", \"rimazid\", \"rimycin\", \"sinerdol\", \"tubocin\")" 0.6 "g" 0.6 "g" "character(0)"
"RFI" "J04AM02" "Rifampicin/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "c(\"rifinah\", \"rimactazid\")" "character(0)"
"RPEI" "J04AM06" "Rifampicin/pyrazinamide/ethambutol/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"RPI" "J04AM05" "Rifampicin/pyrazinamide/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"RFM" "J04AB03" 6324616 "Rifamycin" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Antibiotics" "" "c(\"aemcolo\", \"rifacin\", \"rifamicina\", \"rifamicine sv\", \"rifamycin\", \"rifamycine\", \"rifamycinum\", \"rifocin\", \"rifocyn\", \"rifomycin\", \"rifomycin sv\", \"tuborin\")" 0.6 "g" "character(0)"
"RFP" "J04AB05" 135403821 "Rifapentine" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Antibiotics" "rifp" "c(\"cyclopentyl rifampin\", \"priftin\", \"rifapentin\", \"rifapentina\", \"rifapentine\", \"rifapentinum\")" 0.11 "g" "character(0)"
"RFX" "A07AA11" 6436173 "Rifaximin" "Other antibacterials" "Intestinal antiinfectives" "Antibiotics" "" "c(\"fatroximin\", \"flonorm\", \"lormyx\", \"lumenax\", \"normix\", \"redactiv\", \"rifacol\", \"rifamixin\", \"rifaxidin\", \"rifaximin\", \"rifaximina\", \"rifaximine\", \"rifaximinum\", \"rifaxin\", \"ritacol\", \"spiraxin\", \"xifaxan\", \"xifaxsan\")" 0.6 "g" "character(0)"
"RIT" 65633 "Ritipenem" "Carbapenems" "" "ritipenem" "character(0)"
"RIA" 163692 "Ritipenem acoxil" "Carbapenems" "" "ritipenem acoxil" "character(0)"
"ROK" "J01FA12" 5282211 "Rokitamycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"propionylleucomycin\", \"ricamycin\", \"rokicid\", \"rokital\", \"rokitamicina\", \"rokitamycin\", \"rokitamycine\", \"rokitamycinum\")" 0.8 "g" "character(0)"
"RLT" "J01AA09" 54682938 "Rolitetracycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "" "c(\"bristacin\", \"kinteto\", \"reverin\", \"rolitetraciclina\", \"rolitetracycline\", \"rolitetracyclinum\", \"solvocillin\", \"superciclin\", \"synotodecin\", \"synterin\", \"syntetrex\", \"syntetrin\", \"velacicline\", \"velacycline\")" 0.35 "g" "character(0)"
"ROS" "J01MB01" 287180 "Rosoxacin" "Quinolones" "Quinolone antibacterials" "Other quinolones" "" "c(\"acrosoxacin\", \"eracine\", \"eradacil\", \"eradacin\", \"rosoxacin\", \"rosoxacine\", \"rosoxacino\", \"rosoxacinum\", \"roxadyl\", \"winuron\")" 0.3 "g" "character(0)"
"RXT" "J01FA06" "Roxithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "roxi" "" 0.3 "g" ""
"RFL" "J01MA10" 58258 "Rufloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"rufloxacin\", \"rufloxacin hcl\", \"rufloxacine\", \"rufloxacino\", \"rufloxacinum\")" 0.2 "g" "character(0)"
"SAL" 3085092 "Salinomycin" "Other antibacterials" "" "c(\"coxistac\", \"procoxacin\", \"salinomicina\", \"salinomycin\", \"salinomycine\", \"salinomycinum\")" "87593-0"
"SAR" 56208 "Sarafloxacin" "Quinolones" "" "c(\"difloxacine\", \"difloxacino\", \"difloxacinum\", \"saraflox\", \"sarafloxacin\", \"sarafloxacine\", \"sarafloxacino\", \"sarafloxacinum\")" "character(0)"
"SRX" 9933415 "Sarmoxicillin" "Beta-lactams/penicillins" "" "sarmoxicillin" "character(0)"
"SEC" 71815 "Secnidazole" "Other antibacterials" "" "c(\"flagentyl\", \"secnidal\", \"secnidazol\", \"secnidazole\", \"secnidazolum\", \"secnil\", \"sindose\", \"solosec\")" "character(0)"
"SMF" "J04AK05" "Simvastatin/fenofibrate" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "simv" "" 86 ""
"SIS" "J01GB08" 36119 "Sisomicin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "siso" "c(\"rickamicin\", \"salvamina\", \"siseptin sulfate\", \"sisomicin\", \"sisomicin sulfate\", \"sisomicina\", \"sisomicine\", \"sisomicinum\", \"sisomin\", \"sisomycin\", \"sissomicin\", \"sizomycin\")" 0.24 "g" "character(0)"
"SIT" 461399 "Sitafloxacin" "Quinolones" "" "c(\"gracevit\", \"sitafloxacinisomer\")" "character(0)"
"SDA" "J04AA02" 2724368 "Sodium aminosalicylate" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "c(\"bactylan\", \"decapasil\", \"lepasen\", \"monopas\", \"nippas\", \"p.a.s. sodium\", \"pamisyl sodium\", \"parasal sodium\", \"pas sodium\", \"pasade\", \"pasnal\", \"passodico\", \"salvis\", \"sanipirol\", \"sodiopas\", \"sodium p.a.s\", \"sodium pas\", \"teebacin\", \"tubersan\")" 14 "g" 14 "g" "character(0)"
"SOL" 25242512 "Solithromycin" "Macrolides/lincosamides" "" "" ""
"SPX" "J01MA09" 60464 "Sparfloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"spa\", \"spar\")" "c(\"esparfloxacino\", \"sparfloxacin\", \"sparfloxacine\", \"sparfloxacinum\")" 0.2 "g" "character(0)"
"SPT" "J01XX04" 15541 "Spectinomycin" "Other antibacterials" "Other antibacterials" "Other antibacterials" "c(\"sc\", \"spe\", \"spec\", \"spt\")" "c(\"actinospectacina\", \"adspec\", \"espectinomicina\", \"prospec\", \"specitinomycin\", \"spectam\", \"spectinomicina\", \"spectinomycin\", \"spectinomycin di hcl\", \"spectinomycine\", \"spectinomycinum\", \"stanilo\", \"togamycin\", \"trobicin\")" 3 "g" "character(0)"
"SPI" "J01FA02" 6419898 "Spiramycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"\", \"spir\")" "c(\"espiramicin\", \"provamycin\", \"rovamycin\", \"rovamycine\", \"sequamycin\", \"spiramycine\", \"spiramycinum\")" 3 "g" "character(0)"
"SPM" "J01RA04" "Spiramycin/metronidazole" "Other antibacterials" "Combinations of antibacterials" "Combinations of antibacterials" "" "" ""
"STR" "J01GA02" "Streptoduocin" "Aminoglycosides" "Aminoglycoside antibacterials" "Streptomycins" "" "" 1 "g" ""
"STR1" "J01GA01" 19649 "Streptomycin" "Aminoglycosides" "Aminoglycoside antibacterials" "Streptomycins" "c(\"s\", \"stm\", \"str\", \"stre\")" "c(\"agrept\", \"agrimycin\", \"chemform\", \"estreptomicina\", \"neodiestreptopab\", \"strepcen\", \"streptomicina\", \"streptomycin\", \"streptomycin a\", \"streptomycin spx\", \"streptomycin sulfate\", \"streptomycine\", \"streptomyzin\", \"vetstrep\")" 1 "g" "4039-4"
"STH" "Streptomycin-high" "Aminoglycosides" "c(\"s_h\", \"sthl\", \"strepto high\", \"streptomycin high\")" "" ""
"STI" "J04AM01" "Streptomycin/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"SUL" "J01CG01" 130313 "Sulbactam" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase inhibitors" "" "c(\"betamaze\", \"sulbactam\", \"sulbactam acid\", \"sulbactam free acid\", \"sulbactamum\")" 1 "g" "character(0)"
"SBC" "J01CA16" 20055036 "Sulbenicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"kedacillina\", \"sulbenicilina\", \"sulbenicilline\", \"sulbenicillinum\")" 15 "g" "character(0)"
"SUC" 5318 "Sulconazole" "Antifungals/antimycotics" "" "c(\"sulconazol\", \"sulconazole\", \"sulconazolum\")" "character(0)"
"SUP" 6634 "Sulfachlorpyridazine" "Other antibacterials" "" "c(\"cluricol\", \"cosulid\", \"cosumix\", \"durasulf\", \"nefrosul\", \"nsulfanilamide\", \"prinzone vet\", \"prinzone vet.\", \"solfaclorpiridazina\", \"sonilyn\", \"sulfachlorpyridazine\", \"sulfacloropiridazina\", \"vetisulid\")" "character(0)"
"SDI" "J01EC02" 5215 "Sulfadiazine" "Trimethoprims" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "" "c(\"adiazin\", \"adiazine\", \"cocodiazine\", \"codiazine\", \"cremodiazine\", \"cremotres\", \"debenal\", \"deltazina\", \"diazin\", \"diazolone\", \"diazovit\", \"diazyl\", \"eskadiazine\", \"honey diazine\", \"liquadiazine\", \"microsulfon\", \"neazine\", \"neotrizine\", \"nsulfanilamide\", \"palatrize\", \"piridisir\", \"pirimal\", \"pyrimal\", \"quadetts\", \"quadramoid\", \"sanodiazine\", \"sildaflo\", \"silvadene\", \"solfadiazina\", \"spofadrizine\", \"sterazine\", \"sulfacombin\", \"sulfadiazene\", \"sulfadiazin\", \"sulfadiazina\", \"sulfadiazine\", \"sulfadiazinum\",
"RFI" "Rifampicin/isoniazid" "Antimycobacterials" "J04AM02" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "c(\"rifinah\", \"rimactazid\")" "character(0)"
"RPEI" "Rifampicin/pyrazinamide/ethambutol/isoniazid" "Antimycobacterials" "J04AM06" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"RPI" "Rifampicin/pyrazinamide/isoniazid" "Antimycobacterials" "J04AM05" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"RFM" 6324616 "Rifamycin" "Antimycobacterials" "c(\"A07AA13\", \"D06AX15\", \"J04AB03\", \"S01AA16\", \"S02AA12\")" "Drugs for treatment of tuberculosis" "Antibiotics" "" "c(\"aemcolo\", \"rifacin\", \"rifamicina\", \"rifamicine sv\", \"rifamycin\", \"rifamycine\", \"rifamycinum\", \"rifocin\", \"rifocyn\", \"rifomycin\", \"rifomycin sv\", \"tuborin\")" 0.6 "g" "character(0)"
"RFP" 135403821 "Rifapentine" "Antimycobacterials" "J04AB05" "Drugs for treatment of tuberculosis" "Antibiotics" "rifp" "c(\"cyclopentyl rifampin\", \"priftin\", \"rifapentin\", \"rifapentina\", \"rifapentine\", \"rifapentinum\")" 0.11 "g" "character(0)"
"RFX" 6436173 "Rifaximin" "Other antibacterials" "c(\"A07AA11\", \"D06AX11\")" "Intestinal antiinfectives" "Antibiotics" "" "c(\"fatroximin\", \"flonorm\", \"lormyx\", \"lumenax\", \"normix\", \"redactiv\", \"rifacol\", \"rifamixin\", \"rifaxidin\", \"rifaximin\", \"rifaximina\", \"rifaximine\", \"rifaximinum\", \"rifaxin\", \"ritacol\", \"spiraxin\", \"xifaxan\", \"xifaxsan\")" 0.6 "g" "character(0)"
"RIT" 65633 "Ritipenem" "Carbapenems" "" "ritipenem" "character(0)"
"RIA" 163692 "Ritipenem acoxil" "Carbapenems" "" "ritipenem acoxil" "character(0)"
"ROK" 5282211 "Rokitamycin" "Macrolides/lincosamides" "J01FA12" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"propionylleucomycin\", \"ricamycin\", \"rokicid\", \"rokital\", \"rokitamicina\", \"rokitamycin\", \"rokitamycine\", \"rokitamycinum\")" 0.8 "g" "character(0)"
"RLT" 54682938 "Rolitetracycline" "Tetracyclines" "J01AA09" "Tetracyclines" "Tetracyclines" "" "c(\"bristacin\", \"kinteto\", \"reverin\", \"rolitetraciclina\", \"rolitetracycline\", \"rolitetracyclinum\", \"solvocillin\", \"superciclin\", \"synotodecin\", \"synterin\", \"syntetrex\", \"syntetrin\", \"velacicline\", \"velacycline\")" 0.35 "g" "character(0)"
"ROS" 287180 "Rosoxacin" "Quinolones" "J01MB01" "Quinolone antibacterials" "Other quinolones" "" "c(\"acrosoxacin\", \"eracine\", \"eradacil\", \"eradacin\", \"rosoxacin\", \"rosoxacine\", \"rosoxacino\", \"rosoxacinum\", \"roxadyl\", \"winuron\")" 0.3 "g" "character(0)"
"RXT" "Roxithromycin" "Macrolides/lincosamides" "J01FA06" "Macrolides, lincosamides and streptogramins" "Macrolides" "roxi" "" 0.3 "g" ""
"RFL" 58258 "Rufloxacin" "Quinolones" "J01MA10" "Quinolone antibacterials" "Fluoroquinolones" "" "c(\"rufloxacin\", \"rufloxacin hcl\", \"rufloxacine\", \"rufloxacino\", \"rufloxacinum\")" 0.2 "g" "character(0)"
"SAL" 3085092 "Salinomycin" "Other antibacterials" "" "c(\"coxistac\", \"procoxacin\", \"salinomicina\", \"salinomycin\", \"salinomycine\", \"salinomycinum\")" "87593-0"
"SAR" 56208 "Sarafloxacin" "Quinolones" "" "c(\"difloxacine\", \"difloxacino\", \"difloxacinum\", \"saraflox\", \"sarafloxacin\", \"sarafloxacine\", \"sarafloxacino\", \"sarafloxacinum\")" "character(0)"
"SRX" 9933415 "Sarmoxicillin" "Beta-lactams/penicillins" "" "sarmoxicillin" "character(0)"
"SEC" 71815 "Secnidazole" "Other antibacterials" "P01AB07" "" "c(\"flagentyl\", \"secnidal\", \"secnidazol\", \"secnidazole\", \"secnidazolum\", \"secnil\", \"sindose\", \"solosec\")" 2 "g" "character(0)"
"SMF" "Simvastatin/fenofibrate" "Antimycobacterials" "C10BA04" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "simv" "" ""
"SIS" 36119 "Sisomicin" "Aminoglycosides" "J01GB08" "Aminoglycoside antibacterials" "Other aminoglycosides" "siso" "c(\"rickamicin\", \"salvamina\", \"siseptin sulfate\", \"sisomicin\", \"sisomicin sulfate\", \"sisomicina\", \"sisomicine\", \"sisomicinum\", \"sisomin\", \"sisomycin\", \"sissomicin\", \"sizomycin\")" 0.24 "g" "character(0)"
"SIT" 461399 "Sitafloxacin" "Quinolones" "J01MA21" "" "c(\"gracevit\", \"sitafloxacinisomer\")" 0.1 "g" "character(0)"
"SDA" 2724368 "Sodium aminosalicylate" "Antimycobacterials" "J04AA02" "Drugs for treatment of tuberculosis" "Aminosalicylic acid and derivatives" "" "c(\"bactylan\", \"decapasil\", \"lepasen\", \"monopas\", \"nippas\", \"p.a.s. sodium\", \"pamisyl sodium\", \"parasal sodium\", \"pas sodium\", \"pasade\", \"pasnal\", \"passodico\", \"salvis\", \"sanipirol\", \"sodiopas\", \"sodium p.a.s\", \"sodium pas\", \"teebacin\", \"tubersan\")" 14 "g" 14 "g" "character(0)"
"SOL" 25242512 "Solithromycin" "Macrolides/lincosamides" "J01FA16" "" "" ""
"SPX" 60464 "Sparfloxacin" "Quinolones" "J01MA09" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"spa\", \"spar\")" "c(\"esparfloxacino\", \"sparfloxacin\", \"sparfloxacine\", \"sparfloxacinum\")" 0.2 "g" "character(0)"
"SPT" 15541 "Spectinomycin" "Other antibacterials" "J01XX04" "Other antibacterials" "Other antibacterials" "c(\"sc\", \"spe\", \"spec\", \"spt\")" "c(\"actinospectacina\", \"adspec\", \"espectinomicina\", \"prospec\", \"specitinomycin\", \"spectam\", \"spectinomicina\", \"spectinomycin\", \"spectinomycin di hcl\", \"spectinomycine\", \"spectinomycinum\", \"stanilo\", \"togamycin\", \"trobicin\")" 3 "g" "character(0)"
"SPI" 6419898 "Spiramycin" "Macrolides/lincosamides" "J01FA02" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"\", \"spir\")" "c(\"espiramicin\", \"provamycin\", \"rovamycin\", \"rovamycine\", \"sequamycin\", \"spiramycine\", \"spiramycinum\")" 3 "g" "character(0)"
"SPM" "Spiramycin/metronidazole" "Other antibacterials" "J01RA04" "Combinations of antibacterials" "Combinations of antibacterials" "" "" ""
"STR" "Streptoduocin" "Aminoglycosides" "J01GA02" "Aminoglycoside antibacterials" "Streptomycins" "" "" 1 "g" ""
"STR1" 19649 "Streptomycin" "Aminoglycosides" "c(\"A07AA04\", \"J01GA01\")" "Aminoglycoside antibacterials" "Streptomycins" "c(\"s\", \"stm\", \"str\", \"stre\")" "c(\"agrept\", \"agrimycin\", \"chemform\", \"estreptomicina\", \"neodiestreptopab\", \"strepcen\", \"streptomicina\", \"streptomycin\", \"streptomycin a\", \"streptomycin spx\", \"streptomycin sulfate\", \"streptomycine\", \"streptomyzin\", \"vetstrep\")" 1 "g" "4039-4"
"STH" "Streptomycin-high" "Aminoglycosides" "c(\"s_h\", \"sthl\", \"strepto high\", \"streptomycin high\")" "" ""
"STI" "Streptomycin/isoniazid" "Antimycobacterials" "J04AM01" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"SUL" 130313 "Sulbactam" "Beta-lactams/penicillins" "J01CG01" "Beta-lactam antibacterials, penicillins" "Beta-lactamase inhibitors" "" "c(\"betamaze\", \"sulbactam\", \"sulbactam acid\", \"sulbactam free acid\", \"sulbactamum\")" 1 "g" "character(0)"
"SBC" 20055036 "Sulbenicillin" "Beta-lactams/penicillins" "J01CA16" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"kedacillina\", \"sulbenicilina\", \"sulbenicilline\", \"sulbenicillinum\")" 15 "g" "character(0)"
"SUC" 5318 "Sulconazole" "Antifungals/antimycotics" "D01AC09" "" "c(\"sulconazol\", \"sulconazole\", \"sulconazolum\")" "character(0)"
"SUP" 6634 "Sulfachlorpyridazine" "Other antibacterials" "" "c(\"cluricol\", \"cosulid\", \"cosumix\", \"durasulf\", \"nefrosul\", \"nsulfanilamide\", \"prinzone vet\", \"prinzone vet.\", \"solfaclorpiridazina\", \"sonilyn\", \"sulfachlorpyridazine\", \"sulfacloropiridazina\", \"vetisulid\")" "character(0)"
"SDI" 5215 "Sulfadiazine" "Trimethoprims" "J01EC02" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "" "c(\"adiazin\", \"adiazine\", \"cocodiazine\", \"codiazine\", \"cremodiazine\", \"cremotres\", \"debenal\", \"deltazina\", \"diazin\", \"diazolone\", \"diazovit\", \"diazyl\", \"eskadiazine\", \"honey diazine\", \"liquadiazine\", \"microsulfon\", \"neazine\", \"neotrizine\", \"nsulfanilamide\", \"palatrize\", \"piridisir\", \"pirimal\", \"pyrimal\", \"quadetts\", \"quadramoid\", \"sanodiazine\", \"sildaflo\", \"silvadene\", \"solfadiazina\", \"spofadrizine\", \"sterazine\", \"sulfacombin\", \"sulfadiazene\", \"sulfadiazin\", \"sulfadiazina\", \"sulfadiazine\", \"sulfadiazinum\",
\"sulfapirimidin\", \"sulfapyrimidin\", \"sulfapyrimidine\", \"sulfatryl\", \"sulfazine\", \"sulfolex\", \"sulfonamides duplex\", \"sulfonsol\", \"sulfose\", \"sulphadiazine\", \"sulphadiazine e\", \"terfonyl\", \"theradiazine\", \"thermazene\", \"trifonamide\", \"triple sulfa\", \"triple sulfas\", \"trisem\", \"truozine\", \"zinc sulfadiazine\")" 0.6 "g" "c(\"27216-1\", \"59742-7\", \"6907-0\")"
"SLT" "J01EE06" 122284 "Sulfadiazine/tetroxoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLT1" "J01EE02" 64932 "Sulfadiazine/trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "c(\"antastmon\", \"cotrimazine\", \"diaziprim forte\", \"ditrim\", \"ditrivet\", \"sultrisan\", \"triglobe\", \"trimin\", \"tucoprim\", \"uniprim\")" "character(0)"
"SUD" "J01ED01" 5323 "Sulfadimethoxine" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"agribon\", \"arnosulfan\", \"bactrovet\", \"deposul\", \"diasulfa\", \"diasulfyl\", \"dimetazina\", \"dinosol\", \"dorisul\", \"lasibon\", \"madribon\", \"madrigid\", \"madriqid\", \"madroxin\", \"madroxine\", \"maxulvet\", \"mecozine\", \"memcozine\", \"metoxidon\", \"neostrepal\", \"neostreptal\", \"nsulfanilamide\", \"omnibon\", \"persulfen\", \"primor\", \"radonin\", \"redifal\", \"rofenaid\", \"roscosulf\", \"scandisil\", \"solfadimetossina\", \"sudine\", \"suldixine\", \"sulfabon\", \"sulfadimethoxin\", \"sulfadimethoxine\", \"sulfadimethoxinum\", \"sulfadimetossina\",
"SLT" 122284 "Sulfadiazine/tetroxoprim" "Trimethoprims" "J01EE06" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLT1" 64932 "Sulfadiazine/trimethoprim" "Trimethoprims" "J01EE02" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "c(\"antastmon\", \"cotrimazine\", \"diaziprim forte\", \"ditrim\", \"ditrivet\", \"sultrisan\", \"triglobe\", \"trimin\", \"tucoprim\", \"uniprim\")" "character(0)"
"SUD" 5323 "Sulfadimethoxine" "Trimethoprims" "J01ED01" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"agribon\", \"arnosulfan\", \"bactrovet\", \"deposul\", \"diasulfa\", \"diasulfyl\", \"dimetazina\", \"dinosol\", \"dorisul\", \"lasibon\", \"madribon\", \"madrigid\", \"madriqid\", \"madroxin\", \"madroxine\", \"maxulvet\", \"mecozine\", \"memcozine\", \"metoxidon\", \"neostrepal\", \"neostreptal\", \"nsulfanilamide\", \"omnibon\", \"persulfen\", \"primor\", \"radonin\", \"redifal\", \"rofenaid\", \"roscosulf\", \"scandisil\", \"solfadimetossina\", \"sudine\", \"suldixine\", \"sulfabon\", \"sulfadimethoxin\", \"sulfadimethoxine\", \"sulfadimethoxinum\", \"sulfadimetossina\",
\"sulfadimetoxin\", \"sulfadimetoxina\", \"sulfadimetoxine\", \"sulfastop\", \"sulfdimethoxine\", \"sulfoplan\", \"sulphadimethoxine\", \"sulxin\", \"sumbio\", \"symbio\", \"theracanzan\", \"ultrasulfon\")" 0.5 "g" "character(0)"
"SDM" "J01EB03" 5327 "Sulfadimidine" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"azolmetazin\", \"benzene sulfonamide\", \"calfspan\", \"calfspan tablets\", \"cremomethazine\", \"diazil\", \"diazilsulfadine\", \"dimezathine\", \"intradine\", \"kelametazine\", \"mermeth\", \"metazin\", \"neasina\", \"neazina\", \"nsulfanilamide\", \"panazin\", \"pirmazin\", \"primazin\", \"sa iii\", \"solfadimidina\", \"spanbolet\", \"sulfadimerazine\", \"sulfadimesin\", \"sulfadimesine\", \"sulfadimethyldiazine\", \"sulfadimezin\", \"sulfadimezine\", \"sulfadimezinum\", \"sulfadimidin\", \"sulfadimidina\", \"sulfadimidine\", \"sulfadimidinum\", \"sulfadine\",
"SDM" 5327 "Sulfadimidine" "Trimethoprims" "J01EB03" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"azolmetazin\", \"benzene sulfonamide\", \"calfspan\", \"calfspan tablets\", \"cremomethazine\", \"diazil\", \"diazilsulfadine\", \"dimezathine\", \"intradine\", \"kelametazine\", \"mermeth\", \"metazin\", \"neasina\", \"neazina\", \"nsulfanilamide\", \"panazin\", \"pirmazin\", \"primazin\", \"sa iii\", \"solfadimidina\", \"spanbolet\", \"sulfadimerazine\", \"sulfadimesin\", \"sulfadimesine\", \"sulfadimethyldiazine\", \"sulfadimezin\", \"sulfadimezine\", \"sulfadimezinum\", \"sulfadimidin\", \"sulfadimidina\", \"sulfadimidine\", \"sulfadimidinum\", \"sulfadine\",
\"sulfametazina\", \"sulfametazyny\", \"sulfamethazine\", \"sulfamethiazine\", \"sulfamezathine\", \"sulfamidine\", \"sulfasure sr bolus\", \"sulfodimesin\", \"sulfodimezine\", \"sulka k boluses\", \"sulka s boluses\", \"sulmet\", \"sulphadimidine\", \"sulphamethasine\", \"sulphamethazine\", \"sulphamezathine\", \"sulphamidine\", \"sulphodimezine\", \"superseptil\", \"superseptyl\", \"vertolan\")" 4 "g" "character(0)"
"SLT2" "J01EE05" "Sulfadimidine/trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLF" "J01EB05" 5344 "Sulfafurazole" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "c(\"\", \"sfsz\")" "c(\"accuzole\", \"alphazole\", \"amidoxal\", \"astrazolo\", \"azo gantrisin\", \"azosulfizin\", \"bactesulf\", \"barazae\", \"chemouag\", \"cosoxazole\", \"dorsulfan\", \"dorsulfan warthausen\", \"entusil\", \"entusul\", \"eryzole\", \"gantrisin\", \"gantrisine\", \"gantrisona\", \"gantrizin\", \"gantrosan\", \"isoxamin\", \"neazolin\", \"neoxazoi\", \"neoxazol\", \"novazolo\", \"novosaxazole\", \"nsulfanilamide\", \"nsulphanilamide\", \"pancid\", \"pediazole\", \"renosulfan\", \"resoxol\", \"roxosul\", \"roxosul tablets\", \"roxoxol\", \"saxosozine\", \"sodizole\", \"solfafurazolo\",
"SLT2" "Sulfadimidine/trimethoprim" "Trimethoprims" "J01EE05" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLF" 5344 "Sulfafurazole" "Trimethoprims" "c(\"J01EB05\", \"S01AB02\")" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "c(\"\", \"sfsz\")" "c(\"accuzole\", \"alphazole\", \"amidoxal\", \"astrazolo\", \"azo gantrisin\", \"azosulfizin\", \"bactesulf\", \"barazae\", \"chemouag\", \"cosoxazole\", \"dorsulfan\", \"dorsulfan warthausen\", \"entusil\", \"entusul\", \"eryzole\", \"gantrisin\", \"gantrisine\", \"gantrisona\", \"gantrizin\", \"gantrosan\", \"isoxamin\", \"neazolin\", \"neoxazoi\", \"neoxazol\", \"novazolo\", \"novosaxazole\", \"nsulfanilamide\", \"nsulphanilamide\", \"pancid\", \"pediazole\", \"renosulfan\", \"resoxol\", \"roxosul\", \"roxosul tablets\", \"roxoxol\", \"saxosozine\", \"sodizole\", \"solfafurazolo\",
\"soxamide\", \"soxazole\", \"soxisol\", \"soxitabs\", \"soxomide\", \"stansin\", \"sulbio\", \"sulfafuraz ole\", \"sulfafurazol\", \"sulfafurazole\", \"sulfafurazolum\", \"sulfagan\", \"sulfagen\", \"sulfaisoxazole\", \"sulfalar\", \"sulfapolar\", \"sulfasol\", \"sulfasoxazole\", \"sulfasoxizole\", \"sulfazin\", \"sulfisin\", \"sulfisonazole\", \"sulfisoxasole\", \"sulfisoxazol\", \"sulfisoxazole\", \"sulfisoxazolum\", \"sulfizin\", \"sulfizol\", \"sulfizole\", \"sulfofurazole\", \"sulfoxol\", \"suloxsol\", \"sulphafuraz\", \"sulphafurazol\", \"sulphafurazole\", \"sulphafurazolum\",
\"sulphaisoxazole\", \"sulphisoxazol\", \"sulphisoxazole\", \"sulphofurazole\", \"sulsoxin\", \"thiasin\", \"unisulf\", \"urisoxin\", \"uritrisin\", \"urogan\", \"vagilia\")" 4 "g" 4 "g" "character(0)"
"SLF1" "J01EB01" 5343 "Sulfaisodimidine" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"aristamid\", \"aristamide\", \"aristogyn\", \"domain\", \"domian\", \"elcosin\", \"elcosine\", \"elkosil\", \"elkosin\", \"elkosine\", \"erycon\", \"isosulf\", \"mefenal\", \"nsulfanilamide\", \"solfisomidina\", \"sulfadimetine\", \"sulfaisodimerazine\", \"sulfaisodimidine\", \"sulfaisodimidinum\", \"sulfaisomidine\", \"sulfamethin\", \"sulfasomidine\", \"sulfisomidina\", \"sulfisomidine\", \"sulfisomidine sodium\", \"sulfisomidinum\", \"sulphasomidine\")" 4 "g" 4 "g" "character(0)"
"SLF2" "J01ED02" 9047 "Sulfalene" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"dalysep\", \"kelfizin\", \"kelfizina\", \"kelfizine\", \"kelfizine w\", \"longum\", \"nsulfanilamide\", \"policydal\", \"polycidal\", \"solfametopirazina\", \"sulfalen\", \"sulfalene\", \"sulfaleno\", \"sulfalenum\", \"sulfamethopyrazine\", \"sulfamethoxypyrazine\", \"sulfametopyrazine\", \"sulfametoxypyridazin\", \"sulphalene\", \"sulphametopyrazine\", \"vetkelfizina\")" 0.1 "g" "character(0)"
"SZO" "J01ED09" 187764 "Sulfamazone" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"sulfamazon\", \"sulfamazona\", \"sulfamazone\", \"sulfamazonum\")" 1.5 "g" "character(0)"
"SLF3" "J01ED07" 5325 "Sulfamerazine" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"cremomerazine\", \"kelamerazine\", \"mebacid\", \"mesulfa\", \"methylpyrimal\", \"methylsulfazin\", \"methylsulfazine\", \"metilsulfadiazin\", \"metilsulfazin\", \"nsulfanilamide\", \"percoccide\", \"pyralcid\", \"pyrimal m\", \"romezin\", \"septacil\", \"septosyl\", \"solfamerazina\", \"solumedin\", \"sulfameradine\", \"sulfamerazin\", \"sulfamerazina\", \"sulfamerazine\", \"sulfamerazinum\", \"sulfamethyldiazine\", \"sulphamerazine\", \"sumedine\", \"susfamerazine\")" 3 "g" "character(0)"
"SLT3" "J01EE07" "Sulfamerazine/trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SUM" 5327 "Sulfamethazine" "Other antibacterials" "" "c(\"azolmetazin\", \"benzene sulfonamide\", \"calfspan\", \"calfspan tablets\", \"cremomethazine\", \"diazil\", \"diazilsulfadine\", \"dimezathine\", \"intradine\", \"kelametazine\", \"mermeth\", \"metazin\", \"neasina\", \"neazina\", \"nsulfanilamide\", \"panazin\", \"pirmazin\", \"primazin\", \"sa iii\", \"solfadimidina\", \"spanbolet\", \"sulfadimerazine\", \"sulfadimesin\", \"sulfadimesine\", \"sulfadimethyldiazine\", \"sulfadimezin\", \"sulfadimezine\", \"sulfadimezinum\", \"sulfadimidin\", \"sulfadimidina\", \"sulfadimidine\", \"sulfadimidinum\", \"sulfadine\",
"SLF1" 5343 "Sulfaisodimidine" "Trimethoprims" "J01EB01" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"aristamid\", \"aristamide\", \"aristogyn\", \"domain\", \"domian\", \"elcosin\", \"elcosine\", \"elkosil\", \"elkosin\", \"elkosine\", \"erycon\", \"isosulf\", \"mefenal\", \"nsulfanilamide\", \"solfisomidina\", \"sulfadimetine\", \"sulfaisodimerazine\", \"sulfaisodimidine\", \"sulfaisodimidinum\", \"sulfaisomidine\", \"sulfamethin\", \"sulfasomidine\", \"sulfisomidina\", \"sulfisomidine\", \"sulfisomidine sodium\", \"sulfisomidinum\", \"sulphasomidine\")" 4 "g" 4 "g" "character(0)"
"SLF2" 9047 "Sulfalene" "Trimethoprims" "J01ED02" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"dalysep\", \"kelfizin\", \"kelfizina\", \"kelfizine\", \"kelfizine w\", \"longum\", \"nsulfanilamide\", \"policydal\", \"polycidal\", \"solfametopirazina\", \"sulfalen\", \"sulfalene\", \"sulfaleno\", \"sulfalenum\", \"sulfamethopyrazine\", \"sulfamethoxypyrazine\", \"sulfametopyrazine\", \"sulfametoxypyridazin\", \"sulphalene\", \"sulphametopyrazine\", \"vetkelfizina\")" 0.1 "g" "character(0)"
"SZO" 187764 "Sulfamazone" "Trimethoprims" "J01ED09" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"sulfamazon\", \"sulfamazona\", \"sulfamazone\", \"sulfamazonum\")" 1.5 "g" "character(0)"
"SLF3" 5325 "Sulfamerazine" "Trimethoprims" "c(\"D06BA06\", \"J01ED07\")" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"cremomerazine\", \"kelamerazine\", \"mebacid\", \"mesulfa\", \"methylpyrimal\", \"methylsulfazin\", \"methylsulfazine\", \"metilsulfadiazin\", \"metilsulfazin\", \"nsulfanilamide\", \"percoccide\", \"pyralcid\", \"pyrimal m\", \"romezin\", \"septacil\", \"septosyl\", \"solfamerazina\", \"solumedin\", \"sulfameradine\", \"sulfamerazin\", \"sulfamerazina\", \"sulfamerazine\", \"sulfamerazinum\", \"sulfamethyldiazine\", \"sulphamerazine\", \"sumedine\", \"susfamerazine\")" 3 "g" "character(0)"
"SLT3" "Sulfamerazine/trimethoprim" "Trimethoprims" "J01EE07" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SUM" 5327 "Sulfamethazine" "Other antibacterials" "" "c(\"azolmetazin\", \"benzene sulfonamide\", \"calfspan\", \"calfspan tablets\", \"cremomethazine\", \"diazil\", \"diazilsulfadine\", \"dimezathine\", \"intradine\", \"kelametazine\", \"mermeth\", \"metazin\", \"neasina\", \"neazina\", \"nsulfanilamide\", \"panazin\", \"pirmazin\", \"primazin\", \"sa iii\", \"solfadimidina\", \"spanbolet\", \"sulfadimerazine\", \"sulfadimesin\", \"sulfadimesine\", \"sulfadimethyldiazine\", \"sulfadimezin\", \"sulfadimezine\", \"sulfadimezinum\", \"sulfadimidin\", \"sulfadimidina\", \"sulfadimidine\", \"sulfadimidinum\", \"sulfadine\",
\"sulfametazina\", \"sulfametazyny\", \"sulfamethazine\", \"sulfamethiazine\", \"sulfamezathine\", \"sulfamidine\", \"sulfasure sr bolus\", \"sulfodimesin\", \"sulfodimezine\", \"sulka k boluses\", \"sulka s boluses\", \"sulmet\", \"sulphadimidine\", \"sulphamethasine\", \"sulphamethazine\", \"sulphamezathine\", \"sulphamidine\", \"sulphodimezine\", \"superseptil\", \"superseptyl\", \"vertolan\")" "87592-2"
"SLF4" "J01EB02" 5328 "Sulfamethizole" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "c(\"\", \"sfmz\")" "c(\"ayerlucil\", \"lucosil\", \"methazol\", \"microsul\", \"nsulfanilamide\", \"proklar\", \"renasul\", \"salimol\", \"solfametizolo\", \"sulamethizole\", \"sulfa gram\", \"sulfamethizol\", \"sulfamethizole\", \"sulfamethizolum\", \"sulfametizol\", \"sulfapyelon\", \"sulfstat\", \"sulfurine\", \"sulphamethizole\", \"tetracid\", \"thidicur\", \"thiosulfil\", \"thiosulfil forte\", \"ultrasul\", \"urocydal\", \"urodiaton\", \"urolucosil\", \"urosulfin\")" 4 "g" "c(\"60175-7\", \"60176-5\", \"60177-3\")"
"SMX" "J01EC01" 5329 "Sulfamethoxazole" "Trimethoprims" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "c(\"sfmx\", \"sulf\")" "c(\"azo gantanol\", \"eusaprim\", \"gamazole\", \"gantanol\", \"gantanol ds\", \"metoxal\", \"nsulfanilamide\", \"nsulphanilamide\", \"radonil\", \"septran\", \"septrin\", \"simsinomin\", \"sinomin\", \"solfametossazolo\", \"sulfamethalazole\", \"sulfamethoxazol\", \"sulfamethoxazole\", \"sulfamethoxazolum\", \"sulfamethoxizole\", \"sulfamethylisoxazole\", \"sulfametoxazol\", \"sulfisomezole\", \"sulphamethalazole\", \"sulphamethoxazol\", \"sulphamethoxazole\", \"sulphisomezole\", \"urobak\")" 2 "g" "c(\"10342-4\", \"25271-8\", \"39772-9\", \"59971-2\", \"59972-0\", \"60333-2\", \"72674-5\", \"80549-9\", \"80974-9\")"
"SLF5" "J01ED05" 5330 "Sulfamethoxypyridazine" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"altezol\", \"davosin\", \"depovernil\", \"kineks\", \"lederkyn\", \"lentac\", \"lisulfen\", \"longin\", \"medicel\", \"midicel\", \"midikel\", \"myasul\", \"nsulfanilamide\", \"opinsul\", \"paramid\", \"paramid supra\", \"petrisul\", \"piridolo\", \"quinoseptyl\", \"retamid\", \"retasulfin\", \"retasulphine\", \"slosul\", \"spofadazine\", \"sulfalex\", \"sulfapyridazine\", \"sulfdurazin\", \"sulfozona\", \"sultirene\", \"vinces\")" 0.5 "g" "character(0)"
"SLF6" "J01ED03" 19596 "Sulfametomidine" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"duroprocin\", \"methofadin\", \"methofazine\", \"nsulfanilamide\", \"solfametomidina\", \"sulfamethomidine\", \"sulfametomidin\", \"sulfametomidina\", \"sulfametomidine\", \"sulfametomidinum\")" "character(0)"
"SLF7" "J01ED04" 5326 "Sulfametoxydiazine" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"bayrena\", \"berlicid\", \"dairena\", \"durenat\", \"juvoxin\", \"kinecid\", \"kirocid\", \"longasulf\", \"methoxypyrimal\", \"nsulfanilamide\", \"solfametossidiazina\", \"sulfameter\", \"sulfamethorine\", \"sulfamethoxine\", \"sulfamethoxydiazin\", \"sulfamethoxydiazine\", \"sulfamethoxydin\", \"sulfamethoxydine\", \"sulfametin\", \"sulfametinum\", \"sulfametorin\", \"sulfametorine\", \"sulfametorinum\", \"sulfametoxidiazina\", \"sulfametoxidine\", \"sulfametoxydiazine\", \"sulfametoxydiazinum\", \"sulphameter\", \"sulphamethoxydiazine\", \"supramid\",
"SLF4" 5328 "Sulfamethizole" "Trimethoprims" "c(\"B05CA04\", \"D06BA04\", \"J01EB02\", \"S01AB01\")" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "c(\"\", \"sfmz\")" "c(\"ayerlucil\", \"lucosil\", \"methazol\", \"microsul\", \"nsulfanilamide\", \"proklar\", \"renasul\", \"salimol\", \"solfametizolo\", \"sulamethizole\", \"sulfa gram\", \"sulfamethizol\", \"sulfamethizole\", \"sulfamethizolum\", \"sulfametizol\", \"sulfapyelon\", \"sulfstat\", \"sulfurine\", \"sulphamethizole\", \"tetracid\", \"thidicur\", \"thiosulfil\", \"thiosulfil forte\", \"ultrasul\", \"urocydal\", \"urodiaton\", \"urolucosil\", \"urosulfin\")" 4 "g" "c(\"60175-7\", \"60176-5\", \"60177-3\")"
"SMX" 5329 "Sulfamethoxazole" "Trimethoprims" "J01EC01" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "c(\"sfmx\", \"sulf\")" "c(\"azo gantanol\", \"eusaprim\", \"gamazole\", \"gantanol\", \"gantanol ds\", \"metoxal\", \"nsulfanilamide\", \"nsulphanilamide\", \"radonil\", \"septran\", \"septrin\", \"simsinomin\", \"sinomin\", \"solfametossazolo\", \"sulfamethalazole\", \"sulfamethoxazol\", \"sulfamethoxazole\", \"sulfamethoxazolum\", \"sulfamethoxizole\", \"sulfamethylisoxazole\", \"sulfametoxazol\", \"sulfisomezole\", \"sulphamethalazole\", \"sulphamethoxazol\", \"sulphamethoxazole\", \"sulphisomezole\", \"urobak\")" 2 "g" "c(\"10342-4\", \"25271-8\", \"39772-9\", \"59971-2\", \"59972-0\", \"60333-2\", \"72674-5\", \"80549-9\", \"80974-9\")"
"SLF5" 5330 "Sulfamethoxypyridazine" "Trimethoprims" "J01ED05" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"altezol\", \"davosin\", \"depovernil\", \"kineks\", \"lederkyn\", \"lentac\", \"lisulfen\", \"longin\", \"medicel\", \"midicel\", \"midikel\", \"myasul\", \"nsulfanilamide\", \"opinsul\", \"paramid\", \"paramid supra\", \"petrisul\", \"piridolo\", \"quinoseptyl\", \"retamid\", \"retasulfin\", \"retasulphine\", \"slosul\", \"spofadazine\", \"sulfalex\", \"sulfapyridazine\", \"sulfdurazin\", \"sulfozona\", \"sultirene\", \"vinces\")" 0.5 "g" "character(0)"
"SLF6" 19596 "Sulfametomidine" "Trimethoprims" "J01ED03" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"duroprocin\", \"methofadin\", \"methofazine\", \"nsulfanilamide\", \"solfametomidina\", \"sulfamethomidine\", \"sulfametomidin\", \"sulfametomidina\", \"sulfametomidine\", \"sulfametomidinum\")" "character(0)"
"SLF7" 5326 "Sulfametoxydiazine" "Trimethoprims" "J01ED04" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"bayrena\", \"berlicid\", \"dairena\", \"durenat\", \"juvoxin\", \"kinecid\", \"kirocid\", \"longasulf\", \"methoxypyrimal\", \"nsulfanilamide\", \"solfametossidiazina\", \"sulfameter\", \"sulfamethorine\", \"sulfamethoxine\", \"sulfamethoxydiazin\", \"sulfamethoxydiazine\", \"sulfamethoxydin\", \"sulfamethoxydine\", \"sulfametin\", \"sulfametinum\", \"sulfametorin\", \"sulfametorine\", \"sulfametorinum\", \"sulfametoxidiazina\", \"sulfametoxidine\", \"sulfametoxydiazine\", \"sulfametoxydiazinum\", \"sulphameter\", \"sulphamethoxydiazine\", \"supramid\",
\"ultrax\")" 0.5 "g" "character(0)"
"SLT4" "J01EE03" "Sulfametrole/trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "c(\"\", \"trsm\")" "" ""
"SLF8" "J01EC03" 12894 "Sulfamoxole" "Trimethoprims" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "" "c(\"justamil\", \"nsulfanilamide\", \"oxasulfa\", \"solfamossolo\", \"sulfadimethyloxazole\", \"sulfamoxol\", \"sulfamoxole\", \"sulfamoxolum\", \"sulfano\", \"sulfavigor\", \"sulfmidil\", \"sulfono\", \"sulfune\", \"sulfuno\", \"sulphamoxole\", \"tardamid\", \"tardamide\")" 1 "g" 1 "g" "character(0)"
"SLT5" "J01EE04" "Sulfamoxole/trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLF9" "J01EB06" 5333 "Sulfanilamide" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"albexan\", \"albosal\", \"ambeside\", \"antistrept\", \"astreptine\", \"astrocid\", \"bacteramid\", \"bactesid\", \"collomide\", \"colsulanyde\", \"copticide\", \"deseptyl\", \"desseptyl\", \"dipron\", \"ergaseptine\", \"erysipan\", \"estreptocida\", \"exoseptoplix\", \"gerison\", \"gombardol\", \"infepan\", \"lysococcine\", \"neococcyl\", \"orgaseptine\", \"prontalbin\", \"prontosil album\", \"prontosil i\", \"prontosil white\", \"prontylin\", \"pronzin album\", \"proseptal\", \"proseptine\", \"proseptol\", \"pysococcine\", \"rubiazol a\", \"sanamid\", \"septamide album\",
"SLT4" "Sulfametrole/trimethoprim" "Trimethoprims" "J01EE03" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "c(\"\", \"trsm\")" "" ""
"SLF8" 12894 "Sulfamoxole" "Trimethoprims" "J01EC03" "Sulfonamides and trimethoprim" "Intermediate-acting sulfonamides" "" "c(\"justamil\", \"nsulfanilamide\", \"oxasulfa\", \"solfamossolo\", \"sulfadimethyloxazole\", \"sulfamoxol\", \"sulfamoxole\", \"sulfamoxolum\", \"sulfano\", \"sulfavigor\", \"sulfmidil\", \"sulfono\", \"sulfune\", \"sulfuno\", \"sulphamoxole\", \"tardamid\", \"tardamide\")" 1 "g" 1 "g" "character(0)"
"SLT5" "Sulfamoxole/trimethoprim" "Trimethoprims" "J01EE04" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "" "" ""
"SLF9" 5333 "Sulfanilamide" "Trimethoprims" "c(\"D06BA05\", \"J01EB06\")" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"albexan\", \"albosal\", \"ambeside\", \"antistrept\", \"astreptine\", \"astrocid\", \"bacteramid\", \"bactesid\", \"collomide\", \"colsulanyde\", \"copticide\", \"deseptyl\", \"desseptyl\", \"dipron\", \"ergaseptine\", \"erysipan\", \"estreptocida\", \"exoseptoplix\", \"gerison\", \"gombardol\", \"infepan\", \"lysococcine\", \"neococcyl\", \"orgaseptine\", \"prontalbin\", \"prontosil album\", \"prontosil i\", \"prontosil white\", \"prontylin\", \"pronzin album\", \"proseptal\", \"proseptine\", \"proseptol\", \"pysococcine\", \"rubiazol a\", \"sanamid\", \"septamide album\",
\"septanilam\", \"septinal\", \"septolix\", \"septoplex\", \"septoplix\", \"solfanilamide\", \"stopton album\", \"stramid\", \"strepamide\", \"strepsan\", \"streptagol\", \"streptamid\", \"streptamin\", \"streptasol\", \"streptocid\", \"streptocid album\", \"streptocide\", \"streptocide white\", \"streptocidum\", \"streptoclase\", \"streptocom\", \"streptol\", \"strepton\", \"streptopan\", \"streptosil\", \"streptozol\", \"streptozone\", \"streptrocide\", \"sulfamidyl\", \"sulfamine\", \"sulfana\", \"sulfanalone\", \"sulfanidyl\", \"sulfanil\", \"sulfanilamida\", \"sulfanilamide\",
\"sulfanilamidum\", \"sulfanilimidic acid\", \"sulfanimide\", \"sulfocidin\", \"sulfocidine\", \"sulfonamide\", \"sulfonamide p\", \"sulfonylamide\", \"sulphanilamide\", \"sulphanilamide gr\", \"sulphonamide\", \"therapol\", \"tolder\", \"white streptocide\", \"wln: zswr dz\")" "character(0)"
"SLF10" "J01ED06" 68933 "Sulfaperin" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"anastaf\", \"archisulfa\", \"avissul\", \"chemiopen\", \"demosulfan\", \"durisan saft\", \"ipersulfidin sirup\", \"isosulfamerazine\", \"methylsulfadiazin\", \"novosul\", \"nsulfanilamide\", \"orosulfan\", \"pallidin\", \"retardon\", \"risulfasens\", \"sulfaperin\", \"sulfaperina\", \"sulfaperine\", \"sulfaperinum\", \"sulfatreis\", \"sulfopirimidine\", \"sulpenta\", \"ultrasulfon sirup\")" 0.5 "g" "character(0)"
"SLF11" "J01ED08" 5335 "Sulfaphenazole" "Trimethoprims" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"depocid\", \"depotsulfonamide\", \"eftolon\", \"firmazolo\", \"inamil\", \"isarol\", \"isarol v\", \"merian\", \"microtan pirazolo\", \"nsulfanilamide\", \"orisul\", \"orisulf\", \"paidazolo\", \"phenylsulfapyrazole\", \"plisulfan\", \"raziosulfa\", \"solfafenazolo\", \"sulfabid\", \"sulfafenazol\", \"sulfafenazolo\", \"sulfaphenazol\", \"sulfaphenazole\", \"sulfaphenazolum\", \"sulfaphenazon\", \"sulfaphenylpipazol\", \"sulfaphenylpyrazol\", \"sulfaphenylpyrazole\", \"sulfonylpyrazol\", \"sulphaphenazole\", \"sulphenazole\")" 1 "g" "character(0)"
"SLF12" "J01EB04" 5336 "Sulfapyridine" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"adiplon\", \"coccoclase\", \"dagenan\", \"eubasin\", \"eubasinum\", \"haptocil\", \"piridazol\", \"plurazol\", \"pyriamid\", \"pyridazol\", \"relbapiridina\", \"septipulmon\", \"solfapiridina\", \"streptosilpyridine\", \"sulfapiridina\", \"sulfapyridin\", \"sulfapyridine\", \"sulfapyridinum\", \"sulfidin\", \"sulfidine\", \"sulphapyridin\", \"sulphapyridine\", \"thioseptal\", \"trianon\")" 1 "g" "c(\"14075-6\", \"55580-5\")"
"SNA" 60582 "Sulfasuccinamide" "Other antibacterials" "" "c(\"ambesid\", \"derganil\", \"sulfasuccinamid\", \"sulfasuccinamida\", \"sulfasuccinamide\", \"sulfasuccinamidum\")" "character(0)"
"SUT" "J01EB07" 5340 "Sulfathiazole" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"azoquimiol\", \"azoseptale\", \"cerazol\", \"cerazole\", \"chemosept\", \"cibazol\", \"duatok\", \"dulana\", \"eleudron\", \"enterobiocine\", \"estafilol\", \"formosulfathiazole\", \"neostrepsan\", \"norsulfasol\", \"norsulfazol\", \"norsulfazole\", \"norsulfazolum\", \"nsulfanilamide\", \"planomide\", \"poliseptil\", \"sanotiazol\", \"septozol\", \"solfatiazolo\", \"streptosilthiazole\", \"sulfamul\", \"sulfathiazol\", \"sulfathiazole\", \"sulfathiazolum\", \"sulfatiazol\", \"sulfavitina\", \"sulfocerol\", \"sulphathiazole\", \"sulzol\", \"thiacoccine\", \"thiasulfol\",
"SLF10" 68933 "Sulfaperin" "Trimethoprims" "J01ED06" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"anastaf\", \"archisulfa\", \"avissul\", \"chemiopen\", \"demosulfan\", \"durisan saft\", \"ipersulfidin sirup\", \"isosulfamerazine\", \"methylsulfadiazin\", \"novosul\", \"nsulfanilamide\", \"orosulfan\", \"pallidin\", \"retardon\", \"risulfasens\", \"sulfaperin\", \"sulfaperina\", \"sulfaperine\", \"sulfaperinum\", \"sulfatreis\", \"sulfopirimidine\", \"sulpenta\", \"ultrasulfon sirup\")" 0.5 "g" "character(0)"
"SLF11" 5335 "Sulfaphenazole" "Trimethoprims" "J01ED08" "Sulfonamides and trimethoprim" "Long-acting sulfonamides" "" "c(\"depocid\", \"depotsulfonamide\", \"eftolon\", \"firmazolo\", \"inamil\", \"isarol\", \"isarol v\", \"merian\", \"microtan pirazolo\", \"nsulfanilamide\", \"orisul\", \"orisulf\", \"paidazolo\", \"phenylsulfapyrazole\", \"plisulfan\", \"raziosulfa\", \"solfafenazolo\", \"sulfabid\", \"sulfafenazol\", \"sulfafenazolo\", \"sulfaphenazol\", \"sulfaphenazole\", \"sulfaphenazolum\", \"sulfaphenazon\", \"sulfaphenylpipazol\", \"sulfaphenylpyrazol\", \"sulfaphenylpyrazole\", \"sulfonylpyrazol\", \"sulphaphenazole\", \"sulphenazole\")" 1 "g" "character(0)"
"SLF12" 5336 "Sulfapyridine" "Trimethoprims" "J01EB04" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"adiplon\", \"coccoclase\", \"dagenan\", \"eubasin\", \"eubasinum\", \"haptocil\", \"piridazol\", \"plurazol\", \"pyriamid\", \"pyridazol\", \"relbapiridina\", \"septipulmon\", \"solfapiridina\", \"streptosilpyridine\", \"sulfapiridina\", \"sulfapyridin\", \"sulfapyridine\", \"sulfapyridinum\", \"sulfidin\", \"sulfidine\", \"sulphapyridin\", \"sulphapyridine\", \"thioseptal\", \"trianon\")" 1 "g" "c(\"14075-6\", \"55580-5\")"
"SNA" 60582 "Sulfasuccinamide" "Other antibacterials" "" "c(\"ambesid\", \"derganil\", \"sulfasuccinamid\", \"sulfasuccinamida\", \"sulfasuccinamide\", \"sulfasuccinamidum\")" "character(0)"
"SUT" 5340 "Sulfathiazole" "Trimethoprims" "c(\"D06BA02\", \"J01EB07\")" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"azoquimiol\", \"azoseptale\", \"cerazol\", \"cerazole\", \"chemosept\", \"cibazol\", \"duatok\", \"dulana\", \"eleudron\", \"enterobiocine\", \"estafilol\", \"formosulfathiazole\", \"neostrepsan\", \"norsulfasol\", \"norsulfazol\", \"norsulfazole\", \"norsulfazolum\", \"nsulfanilamide\", \"planomide\", \"poliseptil\", \"sanotiazol\", \"septozol\", \"solfatiazolo\", \"streptosilthiazole\", \"sulfamul\", \"sulfathiazol\", \"sulfathiazole\", \"sulfathiazolum\", \"sulfatiazol\", \"sulfavitina\", \"sulfocerol\", \"sulphathiazole\", \"sulzol\", \"thiacoccine\", \"thiasulfol\",
\"thiazamide\", \"thiozamide\", \"wintrazole\")" "87591-4"
"SLF13" "J01EB08" 3000579 "Sulfathiourea" "Trimethoprims" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"badional\", \"baldinol\", \"fontamide\", \"salvoseptyl\", \"solfatiourea\", \"solufontamide\", \"sulfanilthiourea\", \"sulfathiocarbamid\", \"sulfathiocarbamide\", \"sulfathiocarbamidum\", \"sulfathiourea\", \"sulfathiouree\", \"sulfatiourea\", \"sulphathiourea\")" 6 "g" "character(0)"
"SOX" 5344 "Sulfisoxazole" "Other antibacterials" "" "c(\"accuzole\", \"alphazole\", \"amidoxal\", \"astrazolo\", \"azo gantrisin\", \"azosulfizin\", \"bactesulf\", \"barazae\", \"chemouag\", \"cosoxazole\", \"dorsulfan\", \"dorsulfan warthausen\", \"entusil\", \"entusul\", \"eryzole\", \"gantrisin\", \"gantrisine\", \"gantrisona\", \"gantrizin\", \"gantrosan\", \"isoxamin\", \"neazolin\", \"neoxazoi\", \"neoxazol\", \"novazolo\", \"novosaxazole\", \"nsulfanilamide\", \"nsulphanilamide\", \"pancid\", \"pediazole\", \"renosulfan\", \"resoxol\", \"roxosul\", \"roxosul tablets\", \"roxoxol\", \"saxosozine\", \"sodizole\", \"solfafurazolo\",
"SLF13" 3000579 "Sulfathiourea" "Trimethoprims" "J01EB08" "Sulfonamides and trimethoprim" "Short-acting sulfonamides" "" "c(\"badional\", \"baldinol\", \"fontamide\", \"salvoseptyl\", \"solfatiourea\", \"solufontamide\", \"sulfanilthiourea\", \"sulfathiocarbamid\", \"sulfathiocarbamide\", \"sulfathiocarbamidum\", \"sulfathiourea\", \"sulfathiouree\", \"sulfatiourea\", \"sulphathiourea\")" 6 "g" "character(0)"
"SOX" 5344 "Sulfisoxazole" "Other antibacterials" "" "c(\"accuzole\", \"alphazole\", \"amidoxal\", \"astrazolo\", \"azo gantrisin\", \"azosulfizin\", \"bactesulf\", \"barazae\", \"chemouag\", \"cosoxazole\", \"dorsulfan\", \"dorsulfan warthausen\", \"entusil\", \"entusul\", \"eryzole\", \"gantrisin\", \"gantrisine\", \"gantrisona\", \"gantrizin\", \"gantrosan\", \"isoxamin\", \"neazolin\", \"neoxazoi\", \"neoxazol\", \"novazolo\", \"novosaxazole\", \"nsulfanilamide\", \"nsulphanilamide\", \"pancid\", \"pediazole\", \"renosulfan\", \"resoxol\", \"roxosul\", \"roxosul tablets\", \"roxoxol\", \"saxosozine\", \"sodizole\", \"solfafurazolo\",
\"soxamide\", \"soxazole\", \"soxisol\", \"soxitabs\", \"soxomide\", \"stansin\", \"sulbio\", \"sulfafuraz ole\", \"sulfafurazol\", \"sulfafurazole\", \"sulfafurazolum\", \"sulfagan\", \"sulfagen\", \"sulfaisoxazole\", \"sulfalar\", \"sulfapolar\", \"sulfasol\", \"sulfasoxazole\", \"sulfasoxizole\", \"sulfazin\", \"sulfisin\", \"sulfisonazole\", \"sulfisoxasole\", \"sulfisoxazol\", \"sulfisoxazole\", \"sulfisoxazolum\", \"sulfizin\", \"sulfizol\", \"sulfizole\", \"sulfofurazole\", \"sulfoxol\", \"suloxsol\", \"sulphafuraz\", \"sulphafurazol\", \"sulphafurazole\", \"sulphafurazolum\",
\"sulphaisoxazole\", \"sulphisoxazol\", \"sulphisoxazole\", \"sulphofurazole\", \"sulsoxin\", \"thiasin\", \"unisulf\", \"urisoxin\", \"uritrisin\", \"urogan\", \"vagilia\")" "9701-4"
"SSS" 86225 "Sulfonamide" "Other antibacterials" "c(\"\", \"sfna\")" "" ""
"SLP" 9950244 "Sulopenem" "Other antibacterials" "" "sulopenem" "character(0)"
"SLT6" "J01CR04" 444022 "Sultamicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "" "c(\"sultamicilina\", \"sultamicillin\", \"sultamicillinum\")" 1.5 "g" "character(0)"
"SUR" 46700778 "Surotomycin" "Other antibacterials" "" "surotomycin" "character(0)"
"TAL" "J01CA15" 71447 "Talampicillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"talampicilina\", \"talampicillin\", \"talampicilline\", \"talampicillinum\")" 2 "g" "character(0)"
"TLP" 163307 "Talmetoprim" "Other antibacterials" "" "talmetoprim" "character(0)"
"TAZ" "J01CG02" 123630 "Tazobactam" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Beta-lactamase inhibitors" "tazo" "c(\"tazobactam\", \"tazobactam acid\", \"tazobactamum\", \"tazobactum\")" "character(0)"
"TBP" 9800194 "Tebipenem" "Carbapenems" "" "" ""
"TZD" "J01XX11" 11234049 "Tedizolid" "Oxazolidinones" "Other antibacterials" "Other antibacterials" "tedi" "c(\"tedizolid\", \"torezolid\")" 0.2 0.2 "character(0)"
"TEC" "J01XA02" 16131923 "Teicoplanin" "Glycopeptides" "Other antibacterials" "Glycopeptide antibacterials" "c(\"tec\", \"tei\", \"teic\", \"tp\", \"tpl\", \"tpn\")" "c(\"targocid\", \"tecoplanina\", \"tecoplanine\", \"tecoplaninum\", \"teichomycin\", \"teicoplanina\", \"teicoplanine\", \"teicoplaninum\")" 0.4 "g" "c(\"25534-9\", \"25535-6\", \"34378-0\", \"34379-8\", \"4043-6\", \"80968-1\")"
"TCM" "Teicoplanin-macromethod" "Glycopeptides" "" "" ""
"TLV" "J01XA03" 3081362 "Telavancin" "Glycopeptides" "Other antibacterials" "Glycopeptide antibacterials" "tela" "c(\"telavancin\", \"vibativ\")" "character(0)"
"TLT" "J01FA15" 3002190 "Telithromycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"\", \"teli\")" "levviax" 0.8 "g" "character(0)"
"TMX" "J01MA05" 60021 "Temafloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"tema\")" "c(\"omniflox\", \"temafloxacin\", \"temafloxacina\", \"temafloxacine\", \"temafloxacinum\")" 0.8 "g" "character(0)"
"TEM" "J01CA17" 171758 "Temocillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"\", \"temo\")" "c(\"temocilina\", \"temocillin\", \"temocillina\", \"temocilline\", \"temocillinum\")" 4 "g" "character(0)"
"TRB" "D01BA02" 1549008 "Terbinafine" "Antifungals/antimycotics" "Antifungals for systemic use" "Antifungals for systemic use" "c(\"\", \"terb\")" "c(\"corbinal\", \"lamasil\", \"lamisil\", \"lamisil at\", \"lamisil tablet\", \"terbinafina\", \"terbinafine\", \"terbinafinum\", \"terbinex\")" 0.25 "g" "character(0)"
"TRC" 441383 "Terconazole" "Antifungals/antimycotics" "" "c(\"fungistat\", \"panlomyc\", \"terazol\", \"terconazol\", \"terconazole\", \"terconazolum\", \"tercospor\", \"triaconazole\", \"zazole\")" "character(0)"
"TRZ" "J04AK03" 65720 "Terizidone" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "c(\"terivalidin\", \"terizidon\", \"terizidona\", \"terizidone\", \"terizidonum\")" "character(0)"
"TCY" "J01AA07" 54675776 "Tetracycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "c(\"tc\", \"te\", \"tet\", \"tetr\")" "c(\"abramycin\", \"abricycline\", \"achromycin\", \"achromycin v\", \"actisite\", \"agromicina\", \"ambramicina\", \"ambramycin\", \"amycin\", \"biocycline\", \"bristaciclin\", \"bristaciclina\", \"bristacycline\", \"cefracycline\", \"centet\", \"ciclibion\", \"copharlan\", \"criseociclina\", \"cyclomycin\", \"cyclopar\", \"cytome\", \"democracin\", \"deschlorobiomycin\", \"dumocyclin\", \"enterocycline\", \"hostacyclin\", \"lexacycline\", \"limecycline\", \"liquamycin\", \"medocycline\", \"mericycline\", \"micycline\", \"neocycline\", \"oletetrin\", \"omegamycin\",
"SSS" 86225 "Sulfonamide" "Other antibacterials" "c(\"\", \"sfna\")" "" ""
"SLP" 9950244 "Sulopenem" "Other antibacterials" "" "sulopenem" "character(0)"
"SLT6" 444022 "Sultamicillin" "Beta-lactams/penicillins" "J01CR04" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "" "c(\"sultamicilina\", \"sultamicillin\", \"sultamicillinum\")" 1.5 "g" "character(0)"
"SUR" 46700778 "Surotomycin" "Other antibacterials" "" "surotomycin" "character(0)"
"TAL" 71447 "Talampicillin" "Beta-lactams/penicillins" "J01CA15" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "" "c(\"talampicilina\", \"talampicillin\", \"talampicilline\", \"talampicillinum\")" 2 "g" "character(0)"
"TLP" 163307 "Talmetoprim" "Other antibacterials" "" "talmetoprim" "character(0)"
"TAZ" 123630 "Tazobactam" "Beta-lactams/penicillins" "J01CG02" "Beta-lactam antibacterials, penicillins" "Beta-lactamase inhibitors" "tazo" "c(\"tazobactam\", \"tazobactam acid\", \"tazobactamum\", \"tazobactum\")" "character(0)"
"TBP" 9800194 "Tebipenem" "Carbapenems" "" "" ""
"TZD" 11234049 "Tedizolid" "Oxazolidinones" "J01XX11" "Other antibacterials" "Other antibacterials" "tedi" "c(\"tedizolid\", \"torezolid\")" 0.2 "g" 0.2 "g" "character(0)"
"TEC" 16131923 "Teicoplanin" "Glycopeptides" "J01XA02" "Other antibacterials" "Glycopeptide antibacterials" "c(\"tec\", \"tei\", \"teic\", \"tp\", \"tpl\", \"tpn\")" "c(\"targocid\", \"tecoplanina\", \"tecoplanine\", \"tecoplaninum\", \"teichomycin\", \"teicoplanina\", \"teicoplanine\", \"teicoplaninum\")" 0.4 "g" "c(\"25534-9\", \"25535-6\", \"34378-0\", \"34379-8\", \"4043-6\", \"80968-1\")"
"TCM" "Teicoplanin-macromethod" "Glycopeptides" "" "" ""
"TLV" 3081362 "Telavancin" "Glycopeptides" "J01XA03" "Other antibacterials" "Glycopeptide antibacterials" "tela" "c(\"telavancin\", \"vibativ\")" "character(0)"
"TLT" 3002190 "Telithromycin" "Macrolides/lincosamides" "J01FA15" "Macrolides, lincosamides and streptogramins" "Macrolides" "c(\"\", \"teli\")" "levviax" 0.8 "g" "character(0)"
"TMX" 60021 "Temafloxacin" "Quinolones" "J01MA05" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"tema\")" "c(\"omniflox\", \"temafloxacin\", \"temafloxacina\", \"temafloxacine\", \"temafloxacinum\")" 0.8 "g" "character(0)"
"TEM" 171758 "Temocillin" "Beta-lactams/penicillins" "J01CA17" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"\", \"temo\")" "c(\"temocilina\", \"temocillin\", \"temocillina\", \"temocilline\", \"temocillinum\")" 4 "g" "character(0)"
"TRB" 1549008 "Terbinafine" "Antifungals/antimycotics" "c(\"D01AE15\", \"D01BA02\")" "Antifungals for systemic use" "Antifungals for systemic use" "c(\"\", \"terb\")" "c(\"corbinal\", \"lamasil\", \"lamisil\", \"lamisil at\", \"lamisil tablet\", \"terbinafina\", \"terbinafine\", \"terbinafinum\", \"terbinex\")" 0.25 "g" "character(0)"
"TRC" 441383 "Terconazole" "Antifungals/antimycotics" "G01AG02" "" "c(\"fungistat\", \"panlomyc\", \"terazol\", \"terconazol\", \"terconazole\", \"terconazolum\", \"tercospor\", \"triaconazole\", \"zazole\")" "character(0)"
"TRZ" 65720 "Terizidone" "Antimycobacterials" "J04AK03" "Drugs for treatment of tuberculosis" "Other drugs for treatment of tuberculosis" "" "c(\"terivalidin\", \"terizidon\", \"terizidona\", \"terizidone\", \"terizidonum\")" "character(0)"
"TCY" 54675776 "Tetracycline" "Tetracyclines" "c(\"A01AB13\", \"D06AA04\", \"J01AA07\", \"S01AA09\", \"S02AA08\", \"S03AA02\")" "Tetracyclines" "Tetracyclines" "c(\"tc\", \"te\", \"tet\", \"tetr\")" "c(\"abramycin\", \"abricycline\", \"achromycin\", \"achromycin v\", \"actisite\", \"agromicina\", \"ambramicina\", \"ambramycin\", \"amycin\", \"biocycline\", \"bristaciclin\", \"bristaciclina\", \"bristacycline\", \"cefracycline\", \"centet\", \"ciclibion\", \"copharlan\", \"criseociclina\", \"cyclomycin\", \"cyclopar\", \"cytome\", \"democracin\", \"deschlorobiomycin\", \"dumocyclin\", \"enterocycline\", \"hostacyclin\", \"lexacycline\", \"limecycline\", \"liquamycin\", \"medocycline\", \"mericycline\", \"micycline\", \"neocycline\", \"oletetrin\", \"omegamycin\",
\"orlycycline\", \"panmycin\", \"piracaps\", \"polycycline\", \"polyotic\", \"purocyclina\", \"resteclin\", \"robitet\", \"roviciclina\", \"sigmamycin\", \"solvocin\", \"sumycin\", \"sumycin syrup\", \"tetrabon\", \"tetrachel\", \"tetraciclina\", \"tetracycl\", \"tetracyclin\", \"tetracycline\", \"tetracycline base\", \"tetracycline i\", \"tetracycline ii\", \"tetracyclinum\", \"tetracyn\", \"tetradecin\", \"tetrafil\", \"tetramed\", \"tetrasure\", \"tetraverine\", \"tetrazyklin\", \"tetrex\", \"topicycline\", \"tsiklomistsin\", \"tsiklomitsin\", \"veracin\", \"vetacyclinum\"
)" 1 "g" 1 "g" "c(\"25272-6\", \"4045-1\", \"87590-6\")"
"TET" 65450 "Tetroxoprim" "Other antibacterials" "" "c(\"tetroxoprim\", \"tetroxoprima\", \"tetroxoprime\", \"tetroxoprimum\")" "character(0)"
"THA" 9568512 "Thiacetazone" "Oxazolidinones" "" "c(\"aktivan\", \"ambathizon\", \"amithiozone\", \"amithizone\", \"amitiozon\", \"benthiozone\", \"benzothiozane\", \"benzothiozon\", \"berculon a\", \"berkazon\", \"citazone\", \"conteben\", \"diasan\", \"diazan\", \"domakol\", \"ilbion\", \"livazone\", \"mirizone neustab\", \"mivizon\", \"myvizone\", \"neotibil\", \"neustab\", \"novakol\", \"nuclon argentinian\", \"panrone\", \"parazone\", \"seroden\", \"siocarbazone\", \"tebalon\", \"tebecure\", \"tebemar\", \"tebesone i\", \"tebethion\", \"tebethione\", \"tebezon\", \"thiacetazone\", \"thiacetone\", \"thiacetozone\",
"TET" 65450 "Tetroxoprim" "Other antibacterials" "" "c(\"tetroxoprim\", \"tetroxoprima\", \"tetroxoprime\", \"tetroxoprimum\")" "character(0)"
"THA" 9568512 "Thiacetazone" "Oxazolidinones" "" "c(\"aktivan\", \"ambathizon\", \"amithiozone\", \"amithizone\", \"amitiozon\", \"benthiozone\", \"benzothiozane\", \"benzothiozon\", \"berculon a\", \"berkazon\", \"citazone\", \"conteben\", \"diasan\", \"diazan\", \"domakol\", \"ilbion\", \"livazone\", \"mirizone neustab\", \"mivizon\", \"myvizone\", \"neotibil\", \"neustab\", \"novakol\", \"nuclon argentinian\", \"panrone\", \"parazone\", \"seroden\", \"siocarbazone\", \"tebalon\", \"tebecure\", \"tebemar\", \"tebesone i\", \"tebethion\", \"tebethione\", \"tebezon\", \"thiacetazone\", \"thiacetone\", \"thiacetozone\",
\"thibon\", \"thibone\", \"thioacetazon\", \"thioacetazone\", \"thioacetazonum\", \"thioazetazone\", \"thiocarbazil\", \"thiomicid\", \"thionicid\", \"thioparamizon\", \"thioparamizone\", \"thiosemicarbarzone\", \"thiosemicarbazone\", \"thiotebesin\", \"thiotebezin\", \"thiotebicina\", \"thizone\", \"tiacetazon\", \"tibicur\", \"tibion\", \"tibione\", \"tibizan\", \"tibone\", \"tioacetazon\", \"tioacetazona\", \"tioatsetazon\", \"tiobicina\", \"tiocarone\", \"tiosecolo\", \"tubercazon\", \"tubigal\")" "character(0)"
"THI" "J01BA02" 27200 "Thiamphenicol" "Amphenicols" "Amphenicols" "Amphenicols" "" "c(\"descocin\", \"dexawin\", \"dextrosulfenidol\", \"dextrosulphenidol\", \"efnicol\", \"hyrazin\", \"igralin\", \"macphenicol\", \"masatirin\", \"neomyson\", \"racefenicol\", \"racefenicolo\", \"racefenicolum\", \"raceophenidol\", \"racephenicol\", \"rincrol\", \"thiamcol\", \"thiamphenicol\", \"thiamphenicolum\", \"thiocymetin\", \"thiomycetin\", \"thiophenicol\", \"tiamfenicol\", \"tiamfenicolo\", \"urfamicina\", \"urfamycine\", \"vicemycetin\")" 1.5 "g" 1.5 "g" "character(0)"
"THI1" "J04AM04" "Thioacetazone/isoniazid" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"TIA" 656958 "Tiamulin" "Other antibacterials" "" "c(\"denagard\", \"tiamulin\", \"tiamulin pamoate\", \"tiamulina\", \"tiamuline\", \"tiamulinum\")" "87589-8"
"TIC" "J01CA13" 36921 "Ticarcillin" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"tc\", \"ti\", \"tic\", \"tica\")" "c(\"ticarcilina\", \"ticarcillin\", \"ticarcilline\", \"ticarcillinum\", \"ticillin\")" 15 "g" "c(\"25254-4\", \"4054-3\", \"4055-0\")"
"TCC" "J01CR03" 6437075 "Ticarcillin/clavulanic acid" "Beta-lactams/penicillins" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"t/c\", \"tcc\", \"ticl\", \"tim\", \"tlc\")" "timentin" 15 "g" "character(0)"
"TGC" "J01AA12" 54686904 "Tigecycline" "Tetracyclines" "Tetracyclines" "Tetracyclines" "c(\"tgc\", \"tig\", \"tige\")" "c(\"haizheng li xing\", \"tigeciclina\", \"tigecyclin\", \"tigecycline\", \"tigecycline hydrate\", \"tigecyclinum\", \"tigilcycline\", \"tygacil\")" 0.1 "g" "character(0)"
"TBQ" 65592 "Tilbroquinol" "Quinolones" "" "c(\"tilbroquinol\", \"tilbroquinolum\")" "character(0)"
"TIP" 24860548 "Tildipirosin" "Macrolides/lincosamides" "" "c(\"tildipirosin\", \"zuprevo\")" "character(0)"
"TIL" 5282521 "Tilmicosin" "Macrolides/lincosamides" "" "c(\"micotil\", \"pulmotil\", \"tilmicosin\", \"tilmicosina\", \"tilmicosine\", \"tilmicosinum\")" "87588-0"
"TIN" "J01XD02" 5479 "Tinidazole" "Other antibacterials" "Other antibacterials" "Imidazole derivatives" "c(\"\", \"tini\")" "c(\"amtiba\", \"bioshik\", \"ethyl sulfone\", \"fasigin\", \"fasigyn\", \"fasigyntrade mark\", \"fasygin\", \"glongyn\", \"haisigyn\", \"pletil\", \"simplotan\", \"simplotantrade mark\", \"sorquetan\", \"tindamax\", \"tindamaxtrade mark\", \"tinidazol\", \"tinidazole\", \"tinidazolum\", \"tricolam\", \"trimonase\")" 1.5 "g" "character(0)"
"TCR" "J04AD02" 3001386 "Tiocarlide" "Antimycobacterials" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "" "c(\"amixyl\", \"datanil\", \"disocarban\", \"disoxyl\", \"thiocarlide\", \"tiocarlid\", \"tiocarlida\", \"tiocarlide\", \"tiocarlidum\")" 7 "g" "character(0)"
"TDC" 10247721 "Tiodonium chloride" "Other antibacterials" "" "c(\"cloruro de tiodonio\", \"tiodonii chloridum\", \"tiodonium chloride\")" "character(0)"
"TXC" 65788 "Tioxacin" "Quinolones" "" "c(\"tioxacin\", \"tioxacine\", \"tioxacino\", \"tioxacinum\", \"tioxic acid\")" "character(0)"
"TIZ" 394397 "Tizoxanide" "Other antibacterials" "" "ntzdes" "character(0)"
"TOB" "J01GB01" 36294 "Tobramycin" "Aminoglycosides" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"nn\", \"tm\", \"to\", \"tob\", \"tobr\")" "c(\"bethkis\", \"brulamycin\", \"deoxykanamycin b\", \"distobram\", \"gernebcin\", \"gotabiotic\", \"kitabis pak\", \"nebcin\", \"nebicin\", \"nebramycin\", \"nebramycin vi\", \"obramycin\", \"sybryx\", \"tenebrimycin\", \"tenemycin\", \"tobacin\", \"tobi podhaler\", \"tobracin\", \"tobradex\", \"tobradistin\", \"tobralex\", \"tobramaxin\", \"tobramicin\", \"tobramicina\", \"tobramitsetin\", \"tobramycetin\", \"tobramycin\", \"tobramycin base\", \"tobramycin sulfate\", \"tobramycine\", \"tobramycinum\", \"tobrased\", \"tobrasone\", \"tobrex\")" 0.24 "g" "c(\"13584-8\", \"17808-7\", \"22750-4\", \"22751-2\", \"22752-0\", \"31094-6\", \"31095-3\", \"31096-1\", \"35239-3\", \"35670-9\", \"4057-6\", \"4058-4\", \"4059-2\", \"50927-3\", \"52962-8\", \"59380-6\", \"80966-5\")"
"TOH" "Tobramycin-high" "Aminoglycosides" "c(\"tobra high\", \"tobramycin high\", \"tohl\")" "" ""
"TFX" 5517 "Tosufloxacin" "Quinolones" "" "tosufloxacin" "character(0)"
"TMP" "J01EA01" 5578 "Trimethoprim" "Trimethoprims" "Sulfonamides and trimethoprim" "Trimethoprim and derivatives" "c(\"t\", \"tmp\", \"tr\", \"tri\", \"trim\", \"w\")" "c(\"abaprim\", \"alprim\", \"anitrim\", \"antrima\", \"antrimox\", \"bacdan\", \"bacidal\", \"bacide\", \"bacterial\", \"bacticel\", \"bactifor\", \"bactin\", \"bactoprim\", \"bactramin\", \"bactrim\", \"bencole\", \"bethaprim\", \"biosulten\", \"briscotrim\", \"chemotrin\", \"colizole\", \"colizole ds\", \"conprim\", \"cotrimel\", \"cotrimoxizole\", \"deprim\", \"dosulfin\", \"duocide\", \"esbesul\", \"espectrin\", \"euctrim\", \"exbesul\", \"fermagex\", \"fortrim\", \"idotrim\", \"ikaprim\", \"instalac\", \"kombinax\", \"lagatrim\", \"lagatrim forte\", \"lastrim\", \"lescot\",
"THI" 27200 "Thiamphenicol" "Amphenicols" "J01BA02" "Amphenicols" "Amphenicols" "" "c(\"descocin\", \"dexawin\", \"dextrosulfenidol\", \"dextrosulphenidol\", \"efnicol\", \"hyrazin\", \"igralin\", \"macphenicol\", \"masatirin\", \"neomyson\", \"racefenicol\", \"racefenicolo\", \"racefenicolum\", \"raceophenidol\", \"racephenicol\", \"rincrol\", \"thiamcol\", \"thiamphenicol\", \"thiamphenicolum\", \"thiocymetin\", \"thiomycetin\", \"thiophenicol\", \"tiamfenicol\", \"tiamfenicolo\", \"urfamicina\", \"urfamycine\", \"vicemycetin\")" 1.5 "g" 1.5 "g" "character(0)"
"THI1" "Thioacetazone/isoniazid" "Antimycobacterials" "J04AM04" "Drugs for treatment of tuberculosis" "Combinations of drugs for treatment of tuberculosis" "" "" ""
"TIA" 656958 "Tiamulin" "Other antibacterials" "" "c(\"denagard\", \"tiamulin\", \"tiamulin pamoate\", \"tiamulina\", \"tiamuline\", \"tiamulinum\")" "87589-8"
"TIC" 36921 "Ticarcillin" "Beta-lactams/penicillins" "J01CA13" "Beta-lactam antibacterials, penicillins" "Penicillins with extended spectrum" "c(\"tc\", \"ti\", \"tic\", \"tica\")" "c(\"ticarcilina\", \"ticarcillin\", \"ticarcilline\", \"ticarcillinum\", \"ticillin\")" 15 "g" "c(\"25254-4\", \"4054-3\", \"4055-0\")"
"TCC" 6437075 "Ticarcillin/clavulanic acid" "Beta-lactams/penicillins" "J01CR03" "Beta-lactam antibacterials, penicillins" "Combinations of penicillins, incl. beta-lactamase inhibitors" "c(\"t/c\", \"tcc\", \"ticl\", \"tim\", \"tlc\")" "timentin" 15 "g" "character(0)"
"TGC" 54686904 "Tigecycline" "Tetracyclines" "J01AA12" "Tetracyclines" "Tetracyclines" "c(\"tgc\", \"tig\", \"tige\")" "c(\"haizheng li xing\", \"tigeciclina\", \"tigecyclin\", \"tigecycline\", \"tigecycline hydrate\", \"tigecyclinum\", \"tigilcycline\", \"tygacil\")" 0.1 "g" "character(0)"
"TBQ" 65592 "Tilbroquinol" "Quinolones" "P01AA05" "" "c(\"tilbroquinol\", \"tilbroquinolum\")" "character(0)"
"TIP" 24860548 "Tildipirosin" "Macrolides/lincosamides" "" "c(\"tildipirosin\", \"zuprevo\")" "character(0)"
"TIL" 5282521 "Tilmicosin" "Macrolides/lincosamides" "" "c(\"micotil\", \"pulmotil\", \"tilmicosin\", \"tilmicosina\", \"tilmicosine\", \"tilmicosinum\")" "87588-0"
"TIN" 5479 "Tinidazole" "Other antibacterials" "c(\"J01XD02\", \"P01AB02\")" "Other antibacterials" "Imidazole derivatives" "c(\"\", \"tini\")" "c(\"amtiba\", \"bioshik\", \"ethyl sulfone\", \"fasigin\", \"fasigyn\", \"fasigyntrade mark\", \"fasygin\", \"glongyn\", \"haisigyn\", \"pletil\", \"simplotan\", \"simplotantrade mark\", \"sorquetan\", \"tindamax\", \"tindamaxtrade mark\", \"tinidazol\", \"tinidazole\", \"tinidazolum\", \"tricolam\", \"trimonase\")" 2 "g" 1.5 "g" "character(0)"
"TCR" 3001386 "Tiocarlide" "Antimycobacterials" "J04AD02" "Drugs for treatment of tuberculosis" "Thiocarbamide derivatives" "" "c(\"amixyl\", \"datanil\", \"disocarban\", \"disoxyl\", \"thiocarlide\", \"tiocarlid\", \"tiocarlida\", \"tiocarlide\", \"tiocarlidum\")" 7 "g" "character(0)"
"TDC" 10247721 "Tiodonium chloride" "Other antibacterials" "" "c(\"cloruro de tiodonio\", \"tiodonii chloridum\", \"tiodonium chloride\")" "character(0)"
"TXC" 65788 "Tioxacin" "Quinolones" "" "c(\"tioxacin\", \"tioxacine\", \"tioxacino\", \"tioxacinum\", \"tioxic acid\")" "character(0)"
"TIZ" 394397 "Tizoxanide" "Other antibacterials" "" "ntzdes" "character(0)"
"TOB" 36294 "Tobramycin" "Aminoglycosides" "c(\"J01GB01\", \"S01AA12\")" "Aminoglycoside antibacterials" "Other aminoglycosides" "c(\"nn\", \"tm\", \"to\", \"tob\", \"tobr\")" "c(\"bethkis\", \"brulamycin\", \"deoxykanamycin b\", \"distobram\", \"gernebcin\", \"gotabiotic\", \"kitabis pak\", \"nebcin\", \"nebicin\", \"nebramycin\", \"nebramycin vi\", \"obramycin\", \"sybryx\", \"tenebrimycin\", \"tenemycin\", \"tobacin\", \"tobi podhaler\", \"tobracin\", \"tobradex\", \"tobradistin\", \"tobralex\", \"tobramaxin\", \"tobramicin\", \"tobramicina\", \"tobramitsetin\", \"tobramycetin\", \"tobramycin\", \"tobramycin base\", \"tobramycin sulfate\", \"tobramycine\", \"tobramycinum\", \"tobrased\", \"tobrasone\", \"tobrex\")" 0.24 "g" "c(\"13584-8\", \"17808-7\", \"22750-4\", \"22751-2\", \"22752-0\", \"31094-6\", \"31095-3\", \"31096-1\", \"35239-3\", \"35670-9\", \"4057-6\", \"4058-4\", \"4059-2\", \"50927-3\", \"52962-8\", \"59380-6\", \"80966-5\")"
"TOH" "Tobramycin-high" "Aminoglycosides" "c(\"tobra high\", \"tobramycin high\", \"tohl\")" "" ""
"TFX" 5517 "Tosufloxacin" "Quinolones" "J01MA22" "" "tosufloxacin" 0.45 "g" "character(0)"
"TMP" 5578 "Trimethoprim" "Trimethoprims" "J01EA01" "Sulfonamides and trimethoprim" "Trimethoprim and derivatives" "c(\"t\", \"tmp\", \"tr\", \"tri\", \"trim\", \"w\")" "c(\"abaprim\", \"alprim\", \"anitrim\", \"antrima\", \"antrimox\", \"bacdan\", \"bacidal\", \"bacide\", \"bacterial\", \"bacticel\", \"bactifor\", \"bactin\", \"bactoprim\", \"bactramin\", \"bactrim\", \"bencole\", \"bethaprim\", \"biosulten\", \"briscotrim\", \"chemotrin\", \"colizole\", \"colizole ds\", \"conprim\", \"cotrimel\", \"cotrimoxizole\", \"deprim\", \"dosulfin\", \"duocide\", \"esbesul\", \"espectrin\", \"euctrim\", \"exbesul\", \"fermagex\", \"fortrim\", \"idotrim\", \"ikaprim\", \"instalac\", \"kombinax\", \"lagatrim\", \"lagatrim forte\", \"lastrim\", \"lescot\",
\"methoprim\", \"metoprim\", \"monoprim\", \"monotrim\", \"monotrimin\", \"novotrimel\", \"omstat\", \"oraprim\", \"pancidim\", \"polytrim\", \"priloprim\", \"primosept\", \"primsol\", \"proloprim\", \"protrin\", \"purbal\", \"resprim\", \"resprim forte\", \"roubac\", \"roubal\", \"salvatrim\", \"septrin ds\", \"septrin forte\", \"septrin s\", \"setprin\", \"sinotrim\", \"stopan\", \"streptoplus\", \"sugaprim\", \"sulfamar\", \"sulfamethoprim\", \"sulfoxaprim\", \"sulthrim\", \"sultrex\", \"syraprim\", \"tiempe\", \"tmp smx\", \"toprim\", \"trimanyl\", \"trimethioprim\", \"trimethopim\",
\"trimethoprim\", \"trimethoprime\", \"trimethoprimum\", \"trimethopriom\", \"trimetoprim\", \"trimetoprima\", \"trimexazole\", \"trimexol\", \"trimezol\", \"trimogal\", \"trimono\", \"trimopan\", \"trimpex\", \"triprim\", \"trisul\", \"trisulcom\", \"trisulfam\", \"trisural\", \"uretrim\", \"urobactrim\", \"utetrin\", \"velaten\", \"wellcoprim\", \"wellcoprin\", \"xeroprim\", \"zamboprim\")" 0.4 "g" 0.4 "g" "c(\"11005-6\", \"17747-7\", \"25273-4\", \"32342-8\", \"4079-0\", \"4080-8\", \"4081-6\", \"55584-7\", \"80552-3\", \"80973-1\")"
"SXT" "J01EE01" 358641 "Trimethoprim/sulfamethoxazole" "Trimethoprims" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "c(\"cot\", \"cotrim\", \"sxt\", \"t/s\", \"trsu\", \"trsx\", \"ts\")" "c(\"bactrim\", \"bactrimel\", \"belcomycine\", \"colimycin\", \"colimycin sulphate\", \"colisticin\", \"colistimethate\", \"colistimethate sodium\", \"colistin sulfate\", \"colistin sulphate\", \"colomycin\", \"coly-mycin\", \"cotrimazole\", \"cotrimoxazole\", \"polymyxin e\", \"polymyxin e. sulfate\", \"promixin\", \"septra\", \"totazina\")" "character(0)"
"TRL" "J01FA08" 202225 "Troleandomycin" "Macrolides/lincosamides" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"acetyloleandomycin\", \"aovine\", \"cyclamycin\", \"evramicina\", \"matromicina\", \"matromycin t\", \"oleandocetine\", \"t.a.o.\", \"treolmicina\", \"tribiocillina\", \"triocetin\", \"triolan\", \"troleandomicina\", \"troleandomycin\", \"troleandomycine\", \"troleandomycinum\", \"viamicina\", \"wytrion\")" 1 "g" "character(0)"
"TRO" 55886 "Trospectomycin" "Other antibacterials" "" "c(\"trospectinomycin\", \"trospectomicina\", \"trospectomycin\", \"trospectomycine\", \"trospectomycinum\")" "character(0)"
"TVA" "J01MA13" 62959 "Trovafloxacin" "Quinolones" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"trov\")" "c(\"trovafloxacin\", \"trovan\")" 0.2 "g" 0.2 "g" "character(0)"
"TUL" 9832301 "Tulathromycin" "Macrolides/lincosamides" "" "c(\"draxxin\", \"tulathrmycin a\", \"tulathromycin\", \"tulathromycin a\")" "character(0)"
"TYL" 5280440 "Tylosin" "Macrolides/lincosamides" "" "c(\"fradizine\", \"tilosina\", \"tylocine\", \"tylosin\", \"tylosin a\", \"tylosine\", \"tylosinum\")" "87587-2"
"TYL1" "A07AA11" 6441094 "Tylvalosin" "Other antibacterials" "Intestinal antiinfectives" "Antibiotics" "" "" 0.6 "g" ""
"PRU1" 124225 "Ulifloxacin (Prulifloxacin)" "Other antibacterials" "" "ulifloxacin" "character(0)"
"VAN" "J01XA01" 14969 "Vancomycin" "Glycopeptides" "Other antibacterials" "Glycopeptide antibacterials" "c(\"va\", \"van\", \"vanc\")" "c(\"vancocin\", \"vancocin hcl\", \"vancoled\", \"vancomicina\", \"vancomycin\", \"vancomycin hcl\", \"vancomycine\", \"vancomycinum\", \"vancor\", \"viomycin derivative\")" 2 "g" "c(\"13586-3\", \"13587-1\", \"20578-1\", \"31012-8\", \"39092-2\", \"39796-8\", \"39797-6\", \"4089-9\", \"4090-7\", \"4091-5\", \"4092-3\", \"50938-0\", \"59381-4\")"
"VAM" "Vancomycin-macromethod" "Glycopeptides" "" "" ""
"VIO" 135398671 "Viomycin" "Antimycobacterials" "" "c(\"celiomycin\", \"florimycin\", \"floromycin\", \"viomicina\", \"viomycin\", \"viomycine\", \"viomycinum\")" "character(0)"
"VIR" 11979535 "Virginiamycine" "Other antibacterials" "" "c(\"eskalin v\", \"mikamycin\", \"mikamycine\", \"mikamycinum\", \"ostreogrycinum\", \"pristinamycine\", \"pristinamycinum\", \"stafac\", \"stafytracine\", \"staphylomycin\", \"starfac\", \"streptogramin\", \"vernamycin\", \"virgimycin\", \"virgimycine\", \"virginiamycina\", \"virginiamycine\", \"virginiamycinum\")" "character(0)"
"VOR" "J02AC03" 71616 "Voriconazole" "Antifungals/antimycotics" "Antimycotics for systemic use" "Triazole derivatives" "c(\"vori\", \"vrc\")" "c(\"pfizer\", \"vfend i.v.\", \"voriconazol\", \"voriconazole\", \"voriconazolum\", \"vorikonazole\")" 0.4 "g" 0.4 "g" "c(\"38370-3\", \"53902-3\", \"73676-9\", \"80553-1\", \"80651-3\")"
"XBR" "J01XX02" 72144 "Xibornol" "Other antibacterials" "Other antibacterials" "Other antibacterials" "" "c(\"bactacine\", \"bracen\", \"nanbacine\", \"xibornol\", \"xibornolo\", \"xibornolum\")" "character(0)"
"ZID" 77846445 "Zidebactam" "Other antibacterials" "" "zidebactam" "character(0)"
"SXT" 358641 "Trimethoprim/sulfamethoxazole" "Trimethoprims" "J01EE01" "Sulfonamides and trimethoprim" "Combinations of sulfonamides and trimethoprim, incl. derivatives" "c(\"cot\", \"cotrim\", \"sxt\", \"t/s\", \"trsu\", \"trsx\", \"ts\")" "c(\"bactrim\", \"bactrimel\", \"belcomycine\", \"colimycin\", \"colimycin sulphate\", \"colisticin\", \"colistimethate\", \"colistimethate sodium\", \"colistin sulfate\", \"colistin sulphate\", \"colomycin\", \"coly-mycin\", \"cotrimazole\", \"cotrimoxazole\", \"polymyxin e\", \"polymyxin e. sulfate\", \"promixin\", \"septra\", \"totazina\")" "character(0)"
"TRL" 202225 "Troleandomycin" "Macrolides/lincosamides" "J01FA08" "Macrolides, lincosamides and streptogramins" "Macrolides" "" "c(\"acetyloleandomycin\", \"aovine\", \"cyclamycin\", \"evramicina\", \"matromicina\", \"matromycin t\", \"oleandocetine\", \"t.a.o.\", \"treolmicina\", \"tribiocillina\", \"triocetin\", \"triolan\", \"troleandomicina\", \"troleandomycin\", \"troleandomycine\", \"troleandomycinum\", \"viamicina\", \"wytrion\")" 1 "g" "character(0)"
"TRO" 55886 "Trospectomycin" "Other antibacterials" "" "c(\"trospectinomycin\", \"trospectomicina\", \"trospectomycin\", \"trospectomycine\", \"trospectomycinum\")" "character(0)"
"TVA" 62959 "Trovafloxacin" "Quinolones" "J01MA13" "Quinolone antibacterials" "Fluoroquinolones" "c(\"\", \"trov\")" "c(\"trovafloxacin\", \"trovan\")" 0.2 "g" 0.2 "g" "character(0)"
"TUL" 9832301 "Tulathromycin" "Macrolides/lincosamides" "" "c(\"draxxin\", \"tulathrmycin a\", \"tulathromycin\", \"tulathromycin a\")" "character(0)"
"TYL" 5280440 "Tylosin" "Macrolides/lincosamides" "" "c(\"fradizine\", \"tilosina\", \"tylocine\", \"tylosin\", \"tylosin a\", \"tylosine\", \"tylosinum\")" "87587-2"
"TYL1" 6441094 "Tylvalosin" "Macrolides/lincosamides" "" "" ""
"PRU1" 124225 "Ulifloxacin (Prulifloxacin)" "Other antibacterials" "" "ulifloxacin" "character(0)"
"VAN" 14969 "Vancomycin" "Glycopeptides" "c(\"A07AA09\", \"J01XA01\", \"S01AA28\")" "Other antibacterials" "Glycopeptide antibacterials" "c(\"va\", \"van\", \"vanc\")" "c(\"vancocin\", \"vancocin hcl\", \"vancoled\", \"vancomicina\", \"vancomycin\", \"vancomycin hcl\", \"vancomycine\", \"vancomycinum\", \"vancor\", \"viomycin derivative\")" 2 "g" 2 "g" "c(\"13586-3\", \"13587-1\", \"20578-1\", \"31012-8\", \"39092-2\", \"39796-8\", \"39797-6\", \"4089-9\", \"4090-7\", \"4091-5\", \"4092-3\", \"50938-0\", \"59381-4\")"
"VAM" "Vancomycin-macromethod" "Glycopeptides" "" "" ""
"VIO" 135398671 "Viomycin" "Antimycobacterials" "" "c(\"celiomycin\", \"florimycin\", \"floromycin\", \"viomicina\", \"viomycin\", \"viomycine\", \"viomycinum\")" "character(0)"
"VIR" 11979535 "Virginiamycine" "Other antibacterials" "" "c(\"eskalin v\", \"mikamycin\", \"mikamycine\", \"mikamycinum\", \"ostreogrycinum\", \"pristinamycine\", \"pristinamycinum\", \"stafac\", \"stafytracine\", \"staphylomycin\", \"starfac\", \"streptogramin\", \"vernamycin\", \"virgimycin\", \"virgimycine\", \"virginiamycina\", \"virginiamycine\", \"virginiamycinum\")" "character(0)"
"VOR" 71616 "Voriconazole" "Antifungals/antimycotics" "J02AC03" "Antimycotics for systemic use" "Triazole derivatives" "c(\"vori\", \"vrc\")" "c(\"pfizer\", \"vfend i.v.\", \"voriconazol\", \"voriconazole\", \"voriconazolum\", \"vorikonazole\")" 0.4 "g" 0.4 "g" "c(\"38370-3\", \"53902-3\", \"73676-9\", \"80553-1\", \"80651-3\")"
"XBR" 72144 "Xibornol" "Other antibacterials" "J01XX02" "Other antibacterials" "Other antibacterials" "" "c(\"bactacine\", \"bracen\", \"nanbacine\", \"xibornol\", \"xibornolo\", \"xibornolum\")" "character(0)"
"ZID" 77846445 "Zidebactam" "Other antibacterials" "" "zidebactam" "character(0)"
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+28
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@@ -0,0 +1,28 @@
library(dplyr)
example_isolates %>%
select(mo, where(is.rsi)) %>%
tidyr::pivot_longer(cols = where(is.rsi)) %>%
# remove intrisic R
filter(!paste(mo, name) %in% AMR:::INTRINSIC_R) %>%
mutate(name = as.ab(name),
value = ifelse(value == "R", 1, 0),
class = ab_group(name)) %>%
group_by(mo, class) %>%
summarise(n = n(),
res = mean(value, na.rm = TRUE)) %>%
filter(n > 30, !is.na(res))
df <- example_isolates
search_mo <- "B_ESCHR_COLI"
intrinsic_res <- INTRINSIC_R[INTRINSIC_R %like% search_mo]
intrinsic_res <- gsub(".* (.*)", "\\1", intrinsic_res)
x <- df %>%
select(mo, where(is.rsi)) %>%
filter(mo == search_mo) %>%
# at least 30 results available
select(function(x) sum(!is.na(x)) >= 30) %>%
# remove intrisic R
select(!matches(paste(intrinsic_res, collapse = "|")))
+19 -1
View File
@@ -118,7 +118,7 @@ read_EUCAST <- function(sheet, file, guideline_name) {
seq(from = 41, to = 49, by = 1),
seq(from = 81, to = 89, by = 1))
has_superscript <- function(x) {
# because due to floating point error 0.1252 is not in:
# because due to floating point error, 0.1252 is not in:
# seq(from = 0.1251, to = 0.1259, by = 0.0001)
sapply(x, function(x) any(near(x, MICs_with_trailing_superscript)))
}
@@ -242,3 +242,21 @@ for (i in 2:length(sheets_to_analyse)) {
guideline_name = guideline_name))
, error = function(e) message(e$message))
}
# 2021-07-12 fix for Morganellaceae (check other lines too next time)
morg <- rsi_translation %>%
as_tibble() %>%
filter(ab == "IPM",
guideline == "EUCAST 2021",
mo == as.mo("Enterobacterales")) %>%
mutate(mo = as.mo("Morganellaceae"))
morg[which(morg$method == "MIC"), "breakpoint_S"] <- 0.001
morg[which(morg$method == "MIC"), "breakpoint_R"] <- 4
morg[which(morg$method == "DISK"), "breakpoint_S"] <- 50
morg[which(morg$method == "DISK"), "breakpoint_R"] <- 19
rsi_translation <- rsi_translation %>%
bind_rows(morg) %>%
bind_rows(morg %>%
mutate(guideline = "EUCAST 2020")) %>%
arrange(desc(guideline), ab, mo, method)
+87 -11
View File
@@ -646,28 +646,104 @@ antibiotics <- antibiotics %>%
oral_ddd = NA_real_))
# update DDDs from WHOCC website
ddd_oral <- double(length = nrow(antibiotics))
ddd_iv <- double(length = nrow(antibiotics))
# update ATC codes from WHOCC website -------------------------------------
# last time checked: 2021-08-16
updated_atc <- as.list(antibiotics$atc)
get_atcs <- function(ab_name, url = "https://www.whocc.no/atc_ddd_index/") {
ab_name <- gsub("/", " and ", tolower(ab_name), fixed = TRUE)
# we will do a search on their website, which means:
# go to the url
atc_tbl <- read_html(url) %>%
# get all forms
html_form() %>%
# get the second form (the first form is a global website form)
.[[2]] %>%
# set the name input box to our search parameter
html_form_set(name = ab_name) %>%
# hit Submit
html_form_submit() %>%
# read the resulting page
read_html() %>%
# retrieve the table on it
html_node("table") %>%
# transform it to an R data set
html_table(header = FALSE)
# and get the ATCs (first column) of only exact hits
unique(as.character(atc_tbl[which(tolower(atc_tbl[, 2, drop = TRUE]) == ab_name), 1, drop = TRUE]))
}
# this takes around 4 minutes (some are skipped and go faster)
for (i in seq_len(nrow(antibiotics))) {
message(percentage(i / nrow(antibiotics), digits = 1),
" - Downloading ", antibiotics$name[i],
appendLF = FALSE)
atcs <- get_atcs(antibiotics$name[i])
if (length(atcs) > 0) {
updated_atc[[i]] <- atcs
message(" (", length(atcs), " results)")
# let the WHO server rest for a second - they might have a limitation on the queries per second
Sys.sleep(1)
} else {
message(" (skipping)")
}
}
antibiotics$atc <- updated_atc
# update DDDs from WHOCC website ------------------------------------------
# last time checked: 2021-08-19
ddd_oral <- rep(NA_real_, nrow(antibiotics))
ddd_oral_units <- rep(NA_character_, nrow(antibiotics))
ddd_iv <- rep(NA_real_, nrow(antibiotics))
ddd_iv_units <- rep(NA_character_, nrow(antibiotics))
progress <- progress_ticker(nrow(antibiotics))
for (i in seq_len(nrow(antibiotics))) {
on.exit(close(progress))
progress$tick()
if (!is.na(antibiotics$atc[i])) {
ddd_oral[i] <- atc_online_ddd(antibiotics$atc[i], administration = "O")
ddd_iv[i] <- atc_online_ddd(antibiotics$atc[i], administration = "P") # parenteral
Sys.sleep(1)
atcs <- antibiotics$atc[[i]]
if (!all(is.na(atcs))) {
for (j in seq_len(length(atcs))) {
# oral
if (is.na(ddd_oral[i])) {
ddd_oral[i] <- atc_online_ddd(atcs[j], administration = "O")
if (!is.na(ddd_oral[i])) {
ddd_oral_units[i] <- atc_online_ddd_units(atcs[j], administration = "O")
}
}
# parenteral
if (is.na(ddd_iv[i])) {
ddd_iv[i] <- atc_online_ddd(atcs[j], administration = "P")
if (!is.na(ddd_iv[i])) {
ddd_iv_units[i] <- atc_online_ddd_units(atcs[j], administration = "P")
}
}
}
}
if (!is.na(ddd_oral[i]) | !is.na(ddd_iv[i])) {
# let the WHO server rest for 0.25 second - they might have a limitation on the queries per second
Sys.sleep(0.25)
}
}
ddd_oral[ddd_oral == 0] <- NA_real_
ddd_iv[ddd_iv == 0] <- NA_real_
antibiotics$oral_ddd <- ddd_oral
antibiotics$oral_units <- ddd_oral_units
antibiotics$iv_ddd <- ddd_iv
antibiotics$iv_units <- ddd_iv_units
# Wrap up -----------------------------------------------------------------
# set as data.frame again
antibiotics <- as.data.frame(antibiotics, stringsAsFactors = FALSE)
class(antibiotics$ab) <- c("ab", "character")
antibiotics <- antibiotics %>% dplyr::arrange(name)
antibiotics <- dplyr::arrange(antibiotics, name)
# make all abbreviations and synonyms lower case, unique and alphabetically sorted ----
for (i in 1:nrow(antibiotics)) {
@@ -683,5 +759,5 @@ for (i in 1:nrow(antibiotics)) {
# REFER TO data-raw/loinc.R FOR ADDING LOINC CODES
usethis::use_data(antibiotics, overwrite = TRUE, version = 2)
usethis::use_data(antibiotics, overwrite = TRUE, version = 2, compress = "xz")
rm(antibiotics)
@@ -32,7 +32,7 @@ for (i in seq_len(nrow(antibiotics))) {
}
int_resis <- eucast_rules(int_resis,
eucast_rules_df = subset(AMR:::eucast_rules_file,
eucast_rules_df = subset(AMR:::EUCAST_RULES_DF,
is.na(have_these_values) & reference.version == 3.2),
info = FALSE)
+20 -20
View File
@@ -872,12 +872,12 @@ View(old_new)
# set new MO codes as names to existing data sets
rsi_translation$mo <- mo_name(rsi_translation$mo, language = NULL)
microorganisms.codes$mo <- mo_name(microorganisms.codes$mo, language = NULL)
microorganisms.translation <- AMR:::microorganisms.translation %>%
bind_rows(tibble(mo_old = AMR:::microorganisms.translation$mo_new, mo_new = mo_old)) %>%
filter(!mo_old %in% MOs$mo) %>%
mutate(mo_new = mo_name(mo_new, language = NULL)) %>%
bind_rows(old_new %>% select(mo_old, mo_new)) %>%
distinct(mo_old, .keep_all = TRUE)
# microorganisms.translation <- AMR:::microorganisms.translation %>%
# bind_rows(tibble(mo_old = AMR:::microorganisms.translation$mo_new, mo_new = mo_old)) %>%
# filter(!mo_old %in% MOs$mo) %>%
# mutate(mo_new = mo_name(mo_new, language = NULL)) %>%
# bind_rows(old_new %>% select(mo_old, mo_new)) %>%
# distinct(mo_old, .keep_all = TRUE)
# arrange the data sets to save
MOs <- MOs %>% arrange(fullname)
@@ -911,23 +911,23 @@ devtools::load_all(".")
rsi_translation$mo <- as.mo(rsi_translation$mo)
microorganisms.codes$mo <- as.mo(microorganisms.codes$mo)
class(microorganisms.codes$mo) <- c("mo", "character")
microorganisms.translation <- microorganisms.translation %>%
# (to do: add last package version to column pkg_version)
left_join(microorganisms.old[, c("fullname", "fullname_new")], # microorganisms.old is now new and loaded
by = c("mo_new" = "fullname")) %>%
mutate(name = ifelse(!is.na(fullname_new), fullname_new, mo_new)) %>%
left_join(microorganisms[, c("fullname", "mo")], # as is microorganisms
by = c("name" = "fullname")) %>%
select(mo_old, mo_new = mo) %>%
filter(!is.na(mo_old), !is.na(mo_new))
class(microorganisms.translation$mo_old) <- "character" # no class <mo> since those aren't valid MO codes
class(microorganisms.translation$mo_new) <- c("mo", "character")
# microorganisms.translation <- microorganisms.translation %>%
# # (to do: add last package version to column pkg_version)
# left_join(microorganisms.old[, c("fullname", "fullname_new")], # microorganisms.old is now new and loaded
# by = c("mo_new" = "fullname")) %>%
# mutate(name = ifelse(!is.na(fullname_new), fullname_new, mo_new)) %>%
# left_join(microorganisms[, c("fullname", "mo")], # as is microorganisms
# by = c("name" = "fullname")) %>%
# select(mo_old, mo_new = mo) %>%
# filter(!is.na(mo_old), !is.na(mo_new))
# class(microorganisms.translation$mo_old) <- "character" # no class <mo> since those aren't valid MO codes
# class(microorganisms.translation$mo_new) <- c("mo", "character")
# save those to the package
usethis::use_data(rsi_translation, overwrite = TRUE, version = 2)
usethis::use_data(microorganisms.codes, overwrite = TRUE, version = 2)
saveRDS(microorganisms.translation, file = "data-raw/microorganisms.translation.rds", version = 2)
# saveRDS(microorganisms.translation, file = "data-raw/microorganisms.translation.rds", version = 2)
# to save microorganisms.translation internally to the package
source("data-raw/_internals.R")
# source("data-raw/_internals.R")
# load new data sets again
devtools::load_all(".")
@@ -935,7 +935,7 @@ devtools::load_all(".")
# and check: these codes should not be missing (will otherwise throw a unit test error):
AMR::microorganisms.codes %>% filter(!mo %in% MOs$mo)
AMR::rsi_translation %>% filter(!mo %in% MOs$mo)
AMR:::microorganisms.translation %>% filter(!mo_new %in% MOs$mo)
# AMR:::microorganisms.translation %>% filter(!mo_new %in% MOs$mo)
# update the example_isolates data set
example_isolates$mo <- as.mo(example_isolates$mo)
@@ -380,37 +380,37 @@ MOs.old <- microorganisms.old %>%
# Keep old codes for translation ------------------------------------------
# add removed microbial IDs to the internal translation table so old package versions keep working
MOs.translation <- microorganisms %>%
filter(!mo %in% MOs$mo) %>%
select(mo, fullname) %>%
left_join(new_synonyms) %>%
left_join(MOs %>% transmute(fullname_new = fullname, mo2 = as.character(mo))) %>%
select(mo_old = mo, mo_new = mo2) %>%
distinct()
MOs.translation <- AMR:::microorganisms.translation %>%
left_join(MOs.translation %>% select(mo_new_update = mo_new, mo_new = mo_old)) %>%
mutate(mo_new = as.character(ifelse(!is.na(mo_new_update), mo_new_update, mo_new))) %>%
select(-mo_new_update) %>%
bind_rows(
# old IDs used in microorganisms.codes must put in here as well
microorganisms.codes %>%
filter(!mo %in% MOs$mo) %>%
transmute(mo_old = mo, fullname = mo_name(mo)) %>%
left_join(MOs.old %>%
select(fullname, fullname_new)) %>%
left_join(MOs %>%
select(mo_new = mo, fullname_new = fullname)) %>%
transmute(mo_old = as.character(mo_old), mo_new)) %>%
arrange(mo_old) %>%
filter(mo_old != mo_new,
!mo_old %in% MOs$mo) %>%
left_join(., .,
by = c("mo_new" = "mo_old"),
suffix = c("", ".2")) %>%
mutate(mo_new = ifelse(!is.na(mo_new.2), mo_new.2, mo_new)) %>%
distinct(mo_old, mo_new) %>%
# clean up
df_remove_nonASCII()
# MOs.translation <- microorganisms %>%
# filter(!mo %in% MOs$mo) %>%
# select(mo, fullname) %>%
# left_join(new_synonyms) %>%
# left_join(MOs %>% transmute(fullname_new = fullname, mo2 = as.character(mo))) %>%
# select(mo_old = mo, mo_new = mo2) %>%
# distinct()
# MOs.translation <- AMR:::microorganisms.translation %>%
# left_join(MOs.translation %>% select(mo_new_update = mo_new, mo_new = mo_old)) %>%
# mutate(mo_new = as.character(ifelse(!is.na(mo_new_update), mo_new_update, mo_new))) %>%
# select(-mo_new_update) %>%
# bind_rows(
# # old IDs used in microorganisms.codes must put in here as well
# microorganisms.codes %>%
# filter(!mo %in% MOs$mo) %>%
# transmute(mo_old = mo, fullname = mo_name(mo)) %>%
# left_join(MOs.old %>%
# select(fullname, fullname_new)) %>%
# left_join(MOs %>%
# select(mo_new = mo, fullname_new = fullname)) %>%
# transmute(mo_old = as.character(mo_old), mo_new)) %>%
# arrange(mo_old) %>%
# filter(mo_old != mo_new,
# !mo_old %in% MOs$mo) %>%
# left_join(., .,
# by = c("mo_new" = "mo_old"),
# suffix = c("", ".2")) %>%
# mutate(mo_new = ifelse(!is.na(mo_new.2), mo_new.2, mo_new)) %>%
# distinct(mo_old, mo_new) %>%
# # clean up
# df_remove_nonASCII()
message("microorganisms new: ", sum(!MOs$fullname %in% c(microorganisms$fullname, MOs.old$fullname)))
message("microorganisms renamed: ", sum(!MOs.old$fullname %in% microorganisms.old$fullname))
@@ -424,12 +424,12 @@ class(MOs.translation$mo_new) <- c("mo", "character")
microorganisms <- MOs
microorganisms.old <- MOs.old
microorganisms.translation <- MOs.translation
# microorganisms.translation <- MOs.translation
# on the server, do:
usethis::use_data(microorganisms, overwrite = TRUE, version = 2, compress = "xz")
usethis::use_data(microorganisms.old, overwrite = TRUE, version = 2)
saveRDS(microorganisms.translation, file = "data-raw/microorganisms.translation.rds", version = 2)
# saveRDS(microorganisms.translation, file = "data-raw/microorganisms.translation.rds", version = 2)
rm(microorganisms)
rm(microorganisms.old)
rm(microorganisms.translation)
+9 -7
View File
@@ -2,10 +2,9 @@ library(dplyr)
library(readr)
library(tidyr)
# Installed WHONET 2019 software on Windows (http://www.whonet.org/software.html),
# opened C:\WHONET\Codes\WHONETCodes.mdb in MS Access
# and exported table 'DRGLST1' to MS Excel
DRGLST1 <- readxl::read_excel("data-raw/DRGLST1.xlsx", na = c("", "NA", "-"))
# Installed WHONET software on Windows (http://www.whonet.org/software.html),
# imported C:\WHONET\Codes\DRGLST1.txt
DRGLST1 <- readr::read_tsv("data-raw/DRGLST1.txt", na = c("", "NA", "-"))
rsi_trans <- DRGLST1 %>%
# only keep CLSI and EUCAST guidelines:
filter(GUIDELINES %like% "^(CLSI|EUCST)")
@@ -13,6 +12,9 @@ if (any(is.na(rsi_trans$BREAKPOINT_TYPE)) | !"Human" %in% rsi_trans$BREAKPOINT_T
stop("Check column BREAKPOINT_TYPE - something is WRONG!")
}
rsi_trans <- rsi_trans %>%
##### If looking for adding a specific guideline, do it here!
# filter(GUIDELINES == "CLSI20") %>%
#####
filter(BREAKPOINT_TYPE == "Human") %>%
mutate(DISK_S = ifelse(as.double(DISK_S) > 50, 50, DISK_S),
MIC_R = ifelse(as.double(MIC_R) %in% c(1025, 129, 513), as.double(MIC_R) - 1, MIC_R)) %>%
@@ -50,7 +52,7 @@ rsi_trans <- bind_rows(tbl_mic, tbl_disk) %>%
select(-ends_with("_mic"), -ends_with("_disk"))
# add extra CLSI general guidelines
clsi_general <- read_tsv("data-raw/DRGLST.txt") %>%
clsi_general <- readr::read_tsv("data-raw/DRGLST.txt") %>%
filter(CLSI == "X") %>%
select(WHON5_CODE,
disk_dose = POTENCY,
@@ -76,13 +78,13 @@ clsi_general <- read_tsv("data-raw/DRGLST.txt") %>%
# add new EUCAST with read_EUCAST.R
# 2020-04-14 did that now for 2019 and 2020
# 2020-04-14 did that now for 2019 and 2020
rsi_trans <- rsi_trans %>%
filter(guideline != "EUCAST 2019") %>%
bind_rows(new_EUCAST) %>%
bind_rows(clsi_general) %>%
mutate(uti = site %like% "(UTI|urinary)") %>%
mutate(uti = site %like% "(UTI|urinary|urine)") %>%
as.data.frame(stringsAsFactors = FALSE) %>%
# force classes again
mutate(mo = as.mo(mo),
+1 -1
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+269 -266
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@@ -1,266 +1,269 @@
pattern regular_expr case_sensitive affect_ab_name affect_mo_name de nl es it fr pt
Coagulase-negative Staphylococcus TRUE TRUE FALSE TRUE Koagulase-negative Staphylococcus Coagulase-negatieve Staphylococcus Staphylococcus coagulasa negativo Staphylococcus negativo coagulasi Staphylococcus à coagulase négative Staphylococcus coagulase negativo
Coagulase-positive Staphylococcus TRUE TRUE FALSE TRUE Koagulase-positive Staphylococcus Coagulase-positieve Staphylococcus Staphylococcus coagulasa positivo Staphylococcus positivo coagulasi Staphylococcus à coagulase positif Staphylococcus coagulase positivo
Beta-haemolytic Streptococcus TRUE TRUE FALSE TRUE Beta-hämolytischer Streptococcus Beta-hemolytische Streptococcus Streptococcus Beta-hemolítico Streptococcus Beta-emolitico Streptococcus Bêta-hémolytique Streptococcus Beta-hemolítico
unknown Gram-negatives TRUE TRUE FALSE TRUE unbekannte Gramnegativen onbekende Gram-negatieven Gram negativos desconocidos Gram negativi sconosciuti Gram négatifs inconnus Gram negativos desconhecidos
unknown Gram-positives TRUE TRUE FALSE TRUE unbekannte Grampositiven onbekende Gram-positieven Gram positivos desconocidos Gram positivi sconosciuti Gram positifs inconnus Gram positivos desconhecidos
unknown fungus TRUE TRUE FALSE TRUE unbekannter Pilze onbekende schimmel hongo desconocido fungo sconosciuto champignon inconnu fungo desconhecido
unknown yeast TRUE TRUE FALSE TRUE unbekannte Hefe onbekende gist levadura desconocida lievito sconosciuto levure inconnue levedura desconhecida
unknown name TRUE TRUE FALSE TRUE unbekannte Name onbekende naam nombre desconocido nome sconosciuto nom inconnu nome desconhecido
unknown kingdom TRUE TRUE FALSE TRUE unbekanntes Reich onbekend koninkrijk reino desconocido regno sconosciuto règme inconnu reino desconhecido
unknown phylum TRUE TRUE FALSE TRUE unbekannter Stamm onbekend fylum filo desconocido phylum sconosciuto embranchement inconnu filo desconhecido
unknown class TRUE TRUE FALSE TRUE unbekannte Klasse onbekende klasse clase desconocida classe sconosciuta classe inconnue classe desconhecida
unknown order TRUE TRUE FALSE TRUE unbekannte Ordnung onbekende orde orden desconocido ordine sconosciuto ordre inconnu ordem desconhecido
unknown family TRUE TRUE FALSE TRUE unbekannte Familie onbekende familie familia desconocida famiglia sconosciuta famille inconnue família desconhecida
unknown genus TRUE TRUE FALSE TRUE unbekannte Gattung onbekend geslacht género desconocido genere sconosciuto genre inconnu gênero desconhecido
unknown species TRUE TRUE FALSE TRUE unbekannte Art onbekende soort especie desconocida specie sconosciute espèce inconnue espécies desconhecida
unknown subspecies TRUE TRUE FALSE TRUE unbekannte Unterart onbekende ondersoort subespecie desconocida sottospecie sconosciute sous-espèce inconnue subespécies desconhecida
unknown rank TRUE TRUE FALSE TRUE unbekannter Rang onbekende rang rango desconocido grado sconosciuto rang inconnu classificação desconhecido
CoNS FALSE TRUE FALSE TRUE KNS CNS SCN
CoPS FALSE TRUE FALSE TRUE KPS CPS SCP
Gram-negative TRUE TRUE FALSE FALSE Gramnegativ Gram-negatief Gram negativo Gram negativo Gram négatif Gram negativo
Gram-positive TRUE TRUE FALSE FALSE Grampositiv Gram-positief Gram positivo Gram positivo Gram positif Gram positivo
^Bacteria$ TRUE TRUE FALSE FALSE Bakterien Bacteriën Bacterias Batteri Bactéries Bactérias
^Fungi$ TRUE TRUE FALSE FALSE Pilze Schimmels Hongos Funghi Champignons Fungos
^Yeasts$ TRUE TRUE FALSE FALSE Hefen Gisten Levaduras Lieviti Levures Leveduras
^Protozoa$ TRUE TRUE FALSE FALSE Protozoen Protozoën Protozoarios Protozoi Protozoaires Protozoários
biogroup TRUE TRUE FALSE FALSE Biogruppe biogroep biogrupo biogruppo biogroupe biogrupo
biotype TRUE TRUE FALSE FALSE Biotyp biotipo biotipo biótipo
vegetative TRUE TRUE FALSE FALSE vegetativ vegetatief vegetativo vegetativo végétatif vegetativo
([([ ]*?)group TRUE TRUE FALSE FALSE \\1Gruppe \\1groep \\1grupo \\1gruppo \\1groupe \\1grupo
([([ ]*?)Group TRUE TRUE FALSE FALSE \\1Gruppe \\1Groep \\1Grupo \\1Gruppo \\1Groupe \\1Grupo
no .*growth TRUE FALSE FALSE FALSE keine? .*wachstum geen .*groei no .*crecimientonon sem .*crescimento pas .*croissance sem .*crescimento
no|not TRUE FALSE FALSE FALSE keine? geen|niet no|sin sem non sem
Susceptible TRUE FALSE FALSE FALSE Empfindlich Gevoelig Susceptible
Intermediate TRUE FALSE FALSE FALSE Mittlere Intermediair Intermedio
Incr. exposure TRUE FALSE FALSE FALSE Empfindlich, erh Belastung 'Incr. exposure' 'Incr. exposure'
Resistant TRUE FALSE FALSE FALSE Resistent Resistent Resistente
antibiotic TRUE TRUE FALSE FALSE Antibiotikum antibioticum antibiótico
Antibiotic TRUE TRUE FALSE FALSE Antibiotikum Antibioticum Antibiótico
Drug TRUE TRUE FALSE FALSE Medikament Middel Fármaco
drug TRUE TRUE FALSE FALSE Medikament middel fármaco
Frequency FALSE TRUE FALSE FALSE Zahl Aantal
Minimum Inhibitory Concentration (mg/L) FALSE FALSE FALSE FALSE Minimale Hemm-Konzentration (mg/L) Minimale inhiberende concentratie (mg/L)
Disk diffusion diameter (mm) FALSE FALSE FALSE FALSE Durchmesser der Scheibenzone (mm) Diameter diskzone (mm)
Antimicrobial Interpretation FALSE FALSE FALSE FALSE Antimikrobielle Auswertung Antimicrobiële interpretatie
4-aminosalicylic acid FALSE TRUE TRUE FALSE 4-Aminosalicylsäure 4-aminosalicylzuur Ácido 4-aminosalicílico
Adefovir dipivoxil FALSE TRUE TRUE FALSE Adefovir Dipivoxil Adefovir Adefovir dipivoxil
Aldesulfone sodium FALSE TRUE TRUE FALSE Aldesulfon-Natrium Aldesulfon Aldesulfona sódica
Amikacin FALSE TRUE TRUE FALSE Amikacin Amikacine Amikacina
Amoxicillin FALSE TRUE TRUE FALSE Amoxicillin Amoxicilline Amoxicilina
Amoxicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Amoxicillin/Beta-Lactamase-Hemmer Amoxicilline/enzymremmer amoxicilina/inhib. de la beta-lactamasa
Amphotericin B FALSE TRUE TRUE FALSE Amphotericin B Amfotericine B Anfotericina B
Ampicillin FALSE TRUE TRUE FALSE Ampicillin Ampicilline Ampicilina
Ampicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Ampicillin/Beta-Laktamase-Hemmer Ampicilline/enzymremmer Ampicilina/inhib. de la betalactamasa
Anidulafungin FALSE TRUE TRUE FALSE Anidulafungin Anidulafungine Anidulafungina
Azidocillin FALSE TRUE TRUE FALSE Azidocillin Azidocilline Azidocilina
Azithromycin FALSE TRUE TRUE FALSE Azithromycin Azitromycine Azitromicina
Azlocillin FALSE TRUE TRUE FALSE Azlocillin Azlocilline Azlocilina
Bacampicillin FALSE TRUE TRUE FALSE Bacampicillin Bacampicilline Bacampicilina
Bacitracin FALSE TRUE TRUE FALSE Bacitracin Bacitracine Bacitracina
Benzathine benzylpenicillin FALSE TRUE TRUE FALSE Benzathin-Benzylpenicillin Benzylpenicillinebenzathine Bencilpenicilina benzatínica
Benzathine phenoxymethylpenicillin FALSE TRUE TRUE FALSE Benzathin-Phenoxymethylpenicillin Fenoxymethylpenicillinebenzathine Fenoximetilpenicilina benzatínica
Benzylpenicillin FALSE TRUE TRUE FALSE Benzylpenicillin Benzylpenicilline Bencilpenicilina
Calcium aminosalicylate FALSE TRUE TRUE FALSE Kalzium-Aminosalicylat Aminosalicylzuur Aminosalicilato de calcio
Capreomycin FALSE TRUE TRUE FALSE Capreomycin Capreomycine Capreomicina
Carbenicillin FALSE TRUE TRUE FALSE Carbenicillin Carbenicilline Carbenicilina
Carindacillin FALSE TRUE TRUE FALSE Carindacillin Carindacilline Carindacilina
Caspofungin FALSE TRUE TRUE FALSE Caspofungin Caspofungine Caspofungina
Ce(f|ph)acetrile TRUE TRUE TRUE FALSE Cefacetril Cefacetril Cefacetrilo
Ce(f|ph)alotin TRUE TRUE TRUE FALSE Cefalotin Cefalotine Cefalotina
Ce(f|ph)amandole TRUE TRUE TRUE FALSE Cefamandol Cefamandol Cefamandole
Ce(f|ph)apirin TRUE TRUE TRUE FALSE Cefapirin Cefapirine Cefapirina
Ce(f|ph)azedone TRUE TRUE TRUE FALSE Cefazedon Cefazedon Cefazedona
Ce(f|ph)azolin TRUE TRUE TRUE FALSE Cefazolin Cefazoline Cefazolina
Ce(f|ph)alothin TRUE TRUE TRUE FALSE Cefalothin Cefalotine Cefalotina
Ce(f|ph)alexin TRUE TRUE TRUE FALSE Cefalexin Cefalexine Cefalexina
Ce(f|ph)epime TRUE TRUE TRUE FALSE Cefepim Cefepim Cefepime
Ce(f|ph)ixime TRUE TRUE TRUE FALSE Cefixim Cefixim Cefixima
Ce(f|ph)menoxime TRUE TRUE TRUE FALSE Cefmenoxim Cefmenoxim Cefmenoxima
Ce(f|ph)metazole TRUE TRUE TRUE FALSE Cefmetazol Cefmetazol Cefmetazol
Ce(f|ph)odizime TRUE TRUE TRUE FALSE Cefodizim Cefodizim Cefodizima
Ce(f|ph)onicid TRUE TRUE TRUE FALSE Cefonicid Cefonicide Cefonicid
Ce(f|ph)operazone TRUE TRUE TRUE FALSE Cefoperazon Cefoperazon Cefoperazona
Ce(f|ph)operazone/beta-lactamase inhibitor TRUE TRUE TRUE FALSE Cefoperazon/Beta-Lactamase-Hemmer Cefoperazon/enzymremmer Cefoperazona/inhib. de la betalactamasa
Ce(f|ph)otaxime TRUE TRUE TRUE FALSE Cefotaxim Cefotaxim Cefotaxima
Ce(f|ph)oxitin TRUE TRUE TRUE FALSE Cefoxitin Cefoxitine Cefoxitina
Ce(f|ph)pirome TRUE TRUE TRUE FALSE Cefpirom Cefpirom Cefpirome
Ce(f|ph)podoxime TRUE TRUE TRUE FALSE Cefpodoxim Cefpodoxim Cefpodoxima
Ce(f|ph)radine TRUE TRUE TRUE FALSE Cefradin Cefradine Cefradina
Ce(f|ph)sulodin TRUE TRUE TRUE FALSE Cefsulodin Cefsulodine Cefsulodina
Ce(f|ph)tazidime TRUE TRUE TRUE FALSE Ceftazidim Ceftazidim Ceftazidima
Ce(f|ph)tezole TRUE TRUE TRUE FALSE Ceftezol Ceftezol Ceftezol
Ce(f|ph)tizoxime TRUE TRUE TRUE FALSE Ceftizoxim Ceftizoxim Ceftizoxima
Ce(f|ph)triaxone TRUE TRUE TRUE FALSE Ceftriaxon Ceftriaxon Ceftriaxona
Ce(f|ph)uroxime TRUE TRUE TRUE FALSE Cefuroxim Cefuroxim Cefuroxima
Ce(f|ph)uroxime/metronidazole TRUE TRUE TRUE FALSE Cefuroxim/Metronidazol Cefuroxim/andere antibacteriele middelen Cefuroxima/metronidazol
Chloramphenicol FALSE TRUE TRUE FALSE Chloramphenicol Chlooramfenicol Cloranfenicol
Chlortetracycline FALSE TRUE TRUE FALSE Chlortetracyclin Chloortetracycline Clortetraciclina
Cinoxacin FALSE TRUE TRUE FALSE Cinoxacin Cinoxacine Cinoxacina
Ciprofloxacin FALSE TRUE TRUE FALSE Ciprofloxacin Ciprofloxacine Ciprofloxacina
Clarithromycin FALSE TRUE TRUE FALSE Clarithromycin Claritromycine Claritromicina
Clavulanic acid FALSE TRUE TRUE FALSE Clavulansäure Clavulaanzuur Ácido clavulánico
clavulanic acid FALSE TRUE TRUE FALSE Clavulansäure clavulaanzuur ácido clavulánico
Clindamycin FALSE TRUE TRUE FALSE Clindamycin Clindamycine Clindamicina
Clometocillin FALSE TRUE TRUE FALSE Clometocillin Clometocilline Clometocilina
Clotrimazole FALSE TRUE TRUE FALSE Clotrimazol Clotrimazol Clotrimazol
Cloxacillin FALSE TRUE TRUE FALSE Cloxacillin Cloxacilline Cloxacilina
Colistin FALSE TRUE TRUE FALSE Colistin Colistine Colistina
Dapsone FALSE TRUE TRUE FALSE Dapson Dapson Dapsona
Daptomycin FALSE TRUE TRUE FALSE Daptomycin Daptomycine Daptomicina
Dibekacin FALSE TRUE TRUE FALSE Dibekacin Dibekacine Dibekacina
Dicloxacillin FALSE TRUE TRUE FALSE Dicloxacillin Dicloxacilline Dicloxacilina
Dirithromycin FALSE TRUE TRUE FALSE Dirithromycin Diritromycine Diritromicina
Econazole FALSE TRUE TRUE FALSE Econazol Econazol Econazol
Enoxacin FALSE TRUE TRUE FALSE Enoxacin Enoxacine Enoxacina
Epicillin FALSE TRUE TRUE FALSE Epicillin Epicilline Epicilina
Erythromycin FALSE TRUE TRUE FALSE Erythromycin Erytromycine Eritromicina
Ethambutol/isoniazid FALSE TRUE TRUE FALSE Ethambutol/Isoniazid Ethambutol/isoniazide Etambutol/isoniazida
Fleroxacin FALSE TRUE TRUE FALSE Fleroxacin Fleroxacine Fleroxacina
Flucloxacillin FALSE TRUE TRUE FALSE Flucloxacillin Flucloxacilline Flucloxacilina
Fluconazole FALSE TRUE TRUE FALSE Fluconazol Fluconazol Fluconazol
Flucytosine FALSE TRUE TRUE FALSE Flucytosin Fluorocytosine Flucitosina
Flurithromycin FALSE TRUE TRUE FALSE Flurithromycin Fluritromycine Fluritromicina
Fosfomycin FALSE TRUE TRUE FALSE Fosfomycin Fosfomycine Fosfomicina
Fusidic acid FALSE TRUE TRUE FALSE Fusidinsäure Fusidinezuur Ácido fusídico
Gatifloxacin FALSE TRUE TRUE FALSE Gatifloxacin Gatifloxacine Gatifloxacina
Gemifloxacin FALSE TRUE TRUE FALSE Gemifloxacin Gemifloxacine Gemifloxacina
Gentamicin FALSE TRUE TRUE FALSE Gentamicin Gentamicine Gentamicina
Grepafloxacin FALSE TRUE TRUE FALSE Grepafloxacin Grepafloxacine Grepafloxacina
Hachimycin FALSE TRUE TRUE FALSE Hachimycin Hachimycine Hachimycin
Hetacillin FALSE TRUE TRUE FALSE Hetacillin Hetacilline Hetacilina
Imipenem/cilastatin FALSE TRUE TRUE FALSE Imipenem/Cilastatin Imipenem/enzymremmer Imipenem/cilastatina
Inosine pranobex FALSE TRUE TRUE FALSE Inosin-Pranobex Inosiplex Inosina pranobex
Isepamicin FALSE TRUE TRUE FALSE Isepamicin Isepamicine Isepamicina
Isoconazole FALSE TRUE TRUE FALSE Isoconazol Isoconazol Isoconazol
Isoniazid FALSE TRUE TRUE FALSE Isoniazid Isoniazide Isoniazida
Itraconazole FALSE TRUE TRUE FALSE Itraconazol Itraconazol Itraconazol
Josamycin FALSE TRUE TRUE FALSE Josamycin Josamycine Josamicina
Kanamycin FALSE TRUE TRUE FALSE Kanamycin Kanamycine Kanamicina
Ketoconazole FALSE TRUE TRUE FALSE Ketoconazol Ketoconazol Ketoconazol
Levofloxacin FALSE TRUE TRUE FALSE Levofloxacin Levofloxacine Levofloxacina
Lincomycin FALSE TRUE TRUE FALSE Lincomycin Lincomycine Lincomicina
Lomefloxacin FALSE TRUE TRUE FALSE Lomefloxacin Lomefloxacine Lomefloxacina
Lysozyme FALSE TRUE TRUE FALSE Lysozym Lysozym Lisozima
Mandelic acid FALSE TRUE TRUE FALSE Mandelsäure Amandelzuur Ácido mandélico
Metampicillin FALSE TRUE TRUE FALSE Metampicillin Metampicilline Metampicilina
Meticillin FALSE TRUE TRUE FALSE Meticillin Meticilline Meticilina
Metisazone FALSE TRUE TRUE FALSE Metisazon Metisazon Metisazona
Metronidazole FALSE TRUE TRUE FALSE Metronidazol Metronidazol Metronidazol
Mezlocillin FALSE TRUE TRUE FALSE Mezlocillin Mezlocilline Mezlocilina
Micafungin FALSE TRUE TRUE FALSE Micafungin Micafungine Micafungina
Miconazole FALSE TRUE TRUE FALSE Miconazol Miconazol Miconazol
Midecamycin FALSE TRUE TRUE FALSE Midecamycin Midecamycine Midecamicina
Miocamycin FALSE TRUE TRUE FALSE Miocamycin Miocamycine Miocamycin
Moxifloxacin FALSE TRUE TRUE FALSE Moxifloxacin Moxifloxacine Moxifloxacina
Mupirocin FALSE TRUE TRUE FALSE Mupirocin Mupirocine Mupirocina
Nalidixic acid FALSE TRUE TRUE FALSE Nalidixinsäure Nalidixinezuur Ácido nalidíxico
Neomycin FALSE TRUE TRUE FALSE Neomycin Neomycine Neomicina
Netilmicin FALSE TRUE TRUE FALSE Netilmicin Netilmicine Netilmicina
Nitrofurantoin FALSE TRUE TRUE FALSE Nitrofurantoin Nitrofurantoine Nitrofurantoína
Norfloxacin FALSE TRUE TRUE FALSE Norfloxacin Norfloxacine Norfloxacina
Novobiocin FALSE TRUE TRUE FALSE Novobiocin Novobiocine Novobiocina
Nystatin FALSE TRUE TRUE FALSE Nystatin Nystatine Nistatina
Ofloxacin FALSE TRUE TRUE FALSE Ofloxacin Ofloxacine Ofloxacina
Oleandomycin FALSE TRUE TRUE FALSE Oleandomycin Oleandomycine Oleandomicina
Ornidazole FALSE TRUE TRUE FALSE Ornidazol Ornidazol Ornidazol
Oxacillin FALSE TRUE TRUE FALSE Oxacillin Oxacilline Oxacilina
Oxolinic acid FALSE TRUE TRUE FALSE Oxolinsäure Oxolinezuur Ácido oxolínico
Oxytetracycline FALSE TRUE TRUE FALSE Oxytetracyclin Oxytetracycline Oxitetraciclina
Pazufloxacin FALSE TRUE TRUE FALSE Pazufloxacin Pazufloxacine Pazufloxacina
Pefloxacin FALSE TRUE TRUE FALSE Pefloxacin Pefloxacine Pefloxacina
Penamecillin FALSE TRUE TRUE FALSE Penamecillin Penamecilline Penamecilina
Penicillin FALSE TRUE TRUE FALSE Penicillin Penicilline Penicilina
Pheneticillin FALSE TRUE TRUE FALSE Pheneticillin Feneticilline Feneticilina
Phenoxymethylpenicillin FALSE TRUE TRUE FALSE Phenoxymethylpenicillin Fenoxymethylpenicilline Fenoximetilpenicilina
Pipemidic acid FALSE TRUE TRUE FALSE Pipemidinsäure Pipemidinezuur Ácido pipemídico
Piperacillin FALSE TRUE TRUE FALSE Piperacillin Piperacilline Piperacilina
Piperacillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Piperacillin/Beta-Lactamase-Hemmer Piperacilline/enzymremmer Piperacilina/inhib. de la betalactamasa
Piromidic acid FALSE TRUE TRUE FALSE Piromidinsäure Piromidinezuur Ácido piromídico
Pivampicillin FALSE TRUE TRUE FALSE Pivampicillin Pivampicilline Pivampicilina
Polymyxin B FALSE TRUE TRUE FALSE Polymyxin B Polymyxine B Polimixina B
Posaconazole FALSE TRUE TRUE FALSE Posaconazol Posaconazol Posaconazol
Pristinamycin FALSE TRUE TRUE FALSE Pristinamycin Pristinamycine Pristinamicina
Procaine benzylpenicillin FALSE TRUE TRUE FALSE Procain-Benzylpenicillin Benzylpenicillineprocaine Bencilpenicilina procaína
Propicillin FALSE TRUE TRUE FALSE Propicillin Propicilline Propicilina
Prulifloxacin FALSE TRUE TRUE FALSE Prulifloxacin Prulifloxacine Prulifloxacina
Quinupristin/dalfopristin FALSE TRUE TRUE FALSE Quinupristin/Dalfopristin Quinupristine/dalfopristine Quinupristina/dalfopristina
Ribostamycin FALSE TRUE TRUE FALSE Ribostamycin Ribostamycine Ribostamicina
Rifabutin FALSE TRUE TRUE FALSE Rifabutin Rifabutine Rifabutina
Rifampicin FALSE TRUE TRUE FALSE Rifampicin Rifampicine Rifampicina
Rifampicin/pyrazinamide/ethambutol/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Ethambutol/Isoniazid Rifampicine/pyrazinamide/ethambutol/isoniazide Rifampicina/pirazinamida/etambutol/isoniazida
Rifampicin/pyrazinamide/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Isoniazid Rifampicine/pyrazinamide/isoniazide Rifampicina/pirazinamida/isoniazida
Rifampicin/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Isoniazid Rifampicine/isoniazide Rifampicina/isoniazida
Rifamycin FALSE TRUE TRUE FALSE Rifamycin Rifamycine Rifamicina
Rifaximin FALSE TRUE TRUE FALSE Rifaximin Rifaximine Rifaximina
Rokitamycin FALSE TRUE TRUE FALSE Rokitamycin Rokitamycine Rokitamicina
Rosoxacin FALSE TRUE TRUE FALSE Rosoxacin Rosoxacine Rosoxacina
Roxithromycin FALSE TRUE TRUE FALSE Roxithromycin Roxitromycine Roxitromicina
Rufloxacin FALSE TRUE TRUE FALSE Rufloxacin Rufloxacine Rufloxacina
Sisomicin FALSE TRUE TRUE FALSE Sisomicin Sisomicine Sisomicina
Sodium aminosalicylate FALSE TRUE TRUE FALSE Natrium-Aminosalicylat Aminosalicylzuur Aminosalicilato de sodio
Sparfloxacin FALSE TRUE TRUE FALSE Sparfloxacin Sparfloxacine Esparfloxacina
Spectinomycin FALSE TRUE TRUE FALSE Spectinomycin Spectinomycine Espectinomicina
Spiramycin FALSE TRUE TRUE FALSE Spiramycin Spiramycine Espiramicina
Spiramycin/metronidazole FALSE TRUE TRUE FALSE Spiramycin/Metronidazol Spiramycine/metronidazol Espiramicina/metronidazol
Staphylococcus immunoglobulin FALSE TRUE TRUE FALSE Staphylococcus-Immunoglobulin Stafylokokkenimmunoglobuline Inmunoglobulina estafilocócica
Streptoduocin FALSE TRUE TRUE FALSE Streptoduocin Streptoduocine Estreptoduocina
Streptomycin FALSE TRUE TRUE FALSE Streptomycin Streptomycine Estreptomicina
Streptomycin/isoniazid FALSE TRUE TRUE FALSE Streptomycin/Isoniazid Streptomycine/isoniazide Estreptomicina/isoniazida
Sulbenicillin FALSE TRUE TRUE FALSE Sulbenicillin Sulbenicilline Sulbenicilina
Sulfadiazine/tetroxoprim FALSE TRUE TRUE FALSE Sulfadiazin/Tetroxoprim Sulfadiazine/tetroxoprim Sulfadiazina/tetroxoprima
Sulfadiazine/trimethoprim FALSE TRUE TRUE FALSE Sulfadiazin/Trimethoprim Sulfadiazine/trimethoprim Sulfadiazina/trimetoprima
Sulfadimidine/trimethoprim FALSE TRUE TRUE FALSE Sulfadimidin/Trimethoprim Sulfadimidine/trimethoprim Sulfadimidina/trimetoprima
Sulfafurazole FALSE TRUE TRUE FALSE Sulfafurazol Sulfafurazol Sulfafurazol
Sulfaisodimidine FALSE TRUE TRUE FALSE Sulfaisodimidin Sulfisomidine Sulfaisodimidina
Sulfalene FALSE TRUE TRUE FALSE Sulfalene Sulfaleen Sulfaleno
Sulfamazone FALSE TRUE TRUE FALSE Sulfamazon Sulfamazon Sulfamazona
Sulfamerazine/trimethoprim FALSE TRUE TRUE FALSE Sulfamerazin/Trimethoprim Sulfamerazine/trimethoprim Sulfamerazina/trimetoprima
Sulfamethizole FALSE TRUE TRUE FALSE Sulfamethizol Sulfamethizol Sulfametozol
Sulfamethoxazole FALSE TRUE TRUE FALSE Sulfamethoxazol Sulfamethoxazol Sulfametoxazol
Sulfamethoxazole/trimethoprim FALSE TRUE TRUE FALSE Sulfamethoxazol/Trimethoprim Sulfamethoxazol/trimethoprim Sulfametoxazol/trimetoprima
Sulfametoxydiazine FALSE TRUE TRUE FALSE Sulfametoxydiazin Sulfamethoxydiazine Sulfametoxidiazina
Sulfametrole/trimethoprim FALSE TRUE TRUE FALSE Sulfametrole/Trimethoprim Sulfametrol/trimethoprim Sulfametrole/trimethoprim
Sulfamoxole FALSE TRUE TRUE FALSE Sulfamoxol Sulfamoxol Sulfamoxole
Sulfamoxole/trimethoprim FALSE TRUE TRUE FALSE Sulfamoxol/Trimethoprim Sulfamoxol/trimethoprim Sulfamoxol/trimetoprima
Sulfaperin FALSE TRUE TRUE FALSE Sulfaperin Sulfaperine Sulfaproxeno
Sulfaphenazole FALSE TRUE TRUE FALSE Sulfaphenazol Sulfafenazol Sulfafenazol
Sulfathiazole FALSE TRUE TRUE FALSE Sulfathiazol Sulfathiazol Sulfatiazol
Sulfathiourea FALSE TRUE TRUE FALSE Sulfathioharnstoff Sulfathioureum Sulfathiourea
Sultamicillin FALSE TRUE TRUE FALSE Sultamicillin Sultamicilline Sultamicilina
Talampicillin FALSE TRUE TRUE FALSE Talampicillin Talampicilline Talampicilina
Teicoplanin FALSE TRUE TRUE FALSE Teicoplanin Teicoplanine Teicoplanina
Telithromycin FALSE TRUE TRUE FALSE Telithromycin Telitromycine Telitromicina
Temafloxacin FALSE TRUE TRUE FALSE Temafloxacin Temafloxacine Temafloxacina
Temocillin FALSE TRUE TRUE FALSE Temocillin Temocilline Temocilina
Tenofovir disoproxil FALSE TRUE TRUE FALSE Tenofovir Disoproxil Tenofovir Tenofovir disoproxil
Terizidone FALSE TRUE TRUE FALSE Terizidon Terizidon Terizidona
Thiamphenicol FALSE TRUE TRUE FALSE Thiamphenicol Thiamfenicol Tiamfenicol
Thioacetazone/isoniazid FALSE TRUE TRUE FALSE Thioacetazon/Isoniazid Thioacetazon/isoniazide Tioacetazona/isoniazida
Ticarcillin FALSE TRUE TRUE FALSE Ticarcillin Ticarcilline Ticarcilina
Ticarcillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Ticarcillin/Beta-Lactamase-Hemmer Ticarcilline/enzymremmer Ticarcilina/inhib. de la betalactamasa
Ticarcillin/clavulanic acid FALSE TRUE TRUE FALSE Ticarcillin/Clavulansäure Ticarcilline/clavulaanzuur Ticarcilina/ácido clavulánico
Tinidazole FALSE TRUE TRUE FALSE Tinidazol Tinidazol Tinidazol
Tobramycin FALSE TRUE TRUE FALSE Tobramycin Tobramycine Tobramicina
Trimethoprim/sulfamethoxazole FALSE TRUE TRUE FALSE Trimethoprim/Sulfamethoxazol Cotrimoxazol Trimetoprima/sulfametoxazol
Troleandomycin FALSE TRUE TRUE FALSE Troleandomycin Troleandomycine Troleandomicina
Trovafloxacin FALSE TRUE TRUE FALSE Trovafloxacin Trovafloxacine Trovafloxacina
Vancomycin FALSE TRUE TRUE FALSE Vancomycin Vancomycine Vancomicina
Voriconazole FALSE TRUE TRUE FALSE Voriconazol Voriconazol Voriconazol
Aminoglycosides FALSE TRUE TRUE FALSE Aminoglykoside Aminoglycosiden Aminoglucósidos
Amphenicols FALSE TRUE TRUE FALSE Amphenicole Amfenicolen Anfenicoles
Antifungals/antimycotics FALSE TRUE TRUE FALSE Antimykotika/Antimykotika Antifungica/antimycotica Antifúngicos/antimicóticos
Antimycobacterials FALSE TRUE TRUE FALSE Antimykobakterielle Mittel Antimycobacteriele middelen Antimicrobianos
Beta-lactams/penicillins FALSE TRUE TRUE FALSE Beta-Lactame/Penicilline Beta-lactams/penicillines Beta-lactámicos/penicilinas
Cephalosporins (1st gen.) FALSE TRUE TRUE FALSE Cephalosporine (1. Gen.) Cefalosporines (1e gen.) Cefalosporinas (1er gen.)
Cephalosporins (2nd gen.) FALSE TRUE TRUE FALSE Cephalosporine (2. Gen.) Cefalosporines (2e gen.) Cefalosporinas (2do gen.)
Cephalosporins (3rd gen.) FALSE TRUE TRUE FALSE Cephalosporine (3. Gen.) Cefalosporines (3e gen.) Cefalosporinas (3er gen.)
Cephalosporins (4th gen.) FALSE TRUE TRUE FALSE Cephalosporine (4. Gen.) Cefalosporines (4e gen.) Cefalosporinas (4º gen.)
Cephalosporins (5th gen.) FALSE TRUE TRUE FALSE Cephalosporine (5. Gen.) Cefalosporines (5e gen.) Cefalosporinas (5º gen.)
Cephalosporins (unclassified gen.) FALSE TRUE TRUE FALSE Cephalosporine (unklassifiziert) Cefalosporines (ongeclassificeerd) Cefalosporinas (no clasificado)
Cephalosporins FALSE TRUE TRUE FALSE Cephalosporine Cefalosporines Cefalosporinas
Glycopeptides FALSE TRUE TRUE FALSE Glykopeptide Glycopeptiden Glicopéptidos
Macrolides/lincosamides FALSE TRUE TRUE FALSE Makrolide/Linkosamide Macroliden/lincosamiden Macrólidos/lincosamidas
Other antibacterials FALSE TRUE TRUE FALSE Andere Antibiotika Overige antibiotica Otros antibacterianos
Polymyxins FALSE TRUE TRUE FALSE Polymyxine Polymyxines Polimixinas
Quinolones FALSE TRUE TRUE FALSE Quinolone Quinolonen Quinolonas
pattern regular_expr case_sensitive affect_ab_name affect_mo_name de nl es it fr pt da
Coagulase-negative Staphylococcus TRUE TRUE FALSE TRUE Koagulase-negative Staphylococcus Coagulase-negatieve Staphylococcus Staphylococcus coagulasa negativo Staphylococcus negativo coagulasi Staphylococcus à coagulase négative Staphylococcus coagulase negativo Koagulase-negative stafylokokker
Coagulase-positive Staphylococcus TRUE TRUE FALSE TRUE Koagulase-positive Staphylococcus Coagulase-positieve Staphylococcus Staphylococcus coagulasa positivo Staphylococcus positivo coagulasi Staphylococcus à coagulase positif Staphylococcus coagulase positivo Koagulase-positive stafylokokker
Beta-haemolytic Streptococcus TRUE TRUE FALSE TRUE Beta-hämolytischer Streptococcus Beta-hemolytische Streptococcus Streptococcus Beta-hemolítico Streptococcus Beta-emolitico Streptococcus Bêta-hémolytique Streptococcus Beta-hemolítico Beta-haemolytiske streptokokker
unknown Gram-negatives TRUE TRUE FALSE TRUE unbekannte Gramnegativen onbekende Gram-negatieven Gram negativos desconocidos Gram negativi sconosciuti Gram négatifs inconnus Gram negativos desconhecidos ukendte Gram-negative
unknown Gram-positives TRUE TRUE FALSE TRUE unbekannte Grampositiven onbekende Gram-positieven Gram positivos desconocidos Gram positivi sconosciuti Gram positifs inconnus Gram positivos desconhecidos ukendte Gram-positive
unknown fungus TRUE TRUE FALSE TRUE unbekannter Pilze onbekende schimmel hongo desconocido fungo sconosciuto champignon inconnu fungo desconhecido ukendt svamp
unknown yeast TRUE TRUE FALSE TRUE unbekannte Hefe onbekende gist levadura desconocida lievito sconosciuto levure inconnue levedura desconhecida ukendt gær
unknown name TRUE TRUE FALSE TRUE unbekannte Name onbekende naam nombre desconocido nome sconosciuto nom inconnu nome desconhecido ukendt navn
unknown kingdom TRUE TRUE FALSE TRUE unbekanntes Reich onbekend koninkrijk reino desconocido regno sconosciuto règme inconnu reino desconhecido ukendt kongerige
unknown phylum TRUE TRUE FALSE TRUE unbekannter Stamm onbekend fylum filo desconocido phylum sconosciuto embranchement inconnu filo desconhecido ukendt stamme
unknown class TRUE TRUE FALSE TRUE unbekannte Klasse onbekende klasse clase desconocida classe sconosciuta classe inconnue classe desconhecida ukendt klasse
unknown order TRUE TRUE FALSE TRUE unbekannte Ordnung onbekende orde orden desconocido ordine sconosciuto ordre inconnu ordem desconhecido ukendt orden
unknown family TRUE TRUE FALSE TRUE unbekannte Familie onbekende familie familia desconocida famiglia sconosciuta famille inconnue família desconhecida ukendt familie
unknown genus TRUE TRUE FALSE TRUE unbekannte Gattung onbekend geslacht género desconocido genere sconosciuto genre inconnu gênero desconhecido ukendt slægt
unknown species TRUE TRUE FALSE TRUE unbekannte Art onbekende soort especie desconocida specie sconosciute espèce inconnue espécies desconhecida ukendt art
unknown subspecies TRUE TRUE FALSE TRUE unbekannte Unterart onbekende ondersoort subespecie desconocida sottospecie sconosciute sous-espèce inconnue subespécies desconhecida ukendt underart
unknown rank TRUE TRUE FALSE TRUE unbekannter Rang onbekende rang rango desconocido grado sconosciuto rang inconnu classificação desconhecido ukendt rang
group TRUE TRUE FALSE TRUE Gruppe groep grupo gruppo groupe grupo gruppe
CoNS FALSE TRUE FALSE TRUE KNS CNS SCN
CoPS FALSE TRUE FALSE TRUE KPS CPS SCP
Gram-negative TRUE TRUE FALSE FALSE Gramnegativ Gram-negatief Gram negativo Gram negativo Gram négatif Gram negativo Gram-negativ
Gram-positive TRUE TRUE FALSE FALSE Grampositiv Gram-positief Gram positivo Gram positivo Gram positif Gram positivo Gram-positiv
^Bacteria$ TRUE TRUE FALSE FALSE Bakterien Bacteriën Bacterias Batteri Bactéries Bactérias Bakterier
^Fungi$ TRUE TRUE FALSE FALSE Pilze Schimmels Hongos Funghi Champignons Fungos Støbeforme
^Yeasts$ TRUE TRUE FALSE FALSE Hefen Gisten Levaduras Lieviti Levures Leveduras Gær
^Protozoa$ TRUE TRUE FALSE FALSE Protozoen Protozoën Protozoarios Protozoi Protozoaires Protozoários Protozoer
biogroup TRUE TRUE FALSE FALSE Biogruppe biogroep biogrupo biogruppo biogroupe biogrupo biogruppe
biotype TRUE TRUE FALSE FALSE Biotyp biotipo biotipo biótipo
vegetative TRUE TRUE FALSE FALSE vegetativ vegetatief vegetativo vegetativo végétatif vegetativo
([([ ]*?)group TRUE TRUE FALSE FALSE \\1Gruppe \\1groep \\1grupo \\1gruppo \\1groupe \\1grupo
([([ ]*?)Group TRUE TRUE FALSE FALSE \\1Gruppe \\1Groep \\1Grupo \\1Gruppo \\1Groupe \\1Grupo
no .*growth TRUE FALSE FALSE FALSE keine? .*wachstum geen .*groei no .*crecimientonon sem .*crescimento pas .*croissance sem .*crescimento
no|not TRUE FALSE FALSE FALSE keine? geen|niet no|sin sem non sem
Intermediate TRUE FALSE FALSE FALSE Mittlere Intermediair Intermedio
Susceptible, incr. exp. FALSE TRUE FALSE FALSE Empfindlich, erh Belastung Gevoelig, hoge dosis
susceptible, incr. exp. FALSE TRUE FALSE FALSE empfindlich, erh Belastung gevoelig, hoge dosis
Susceptible TRUE FALSE FALSE FALSE Empfindlich Gevoelig Susceptible
Incr. exposure TRUE FALSE FALSE FALSE Empfindlich, erh Belastung 'Incr. exposure' 'Incr. exposure'
Resistant TRUE FALSE FALSE FALSE Resistent Resistent Resistente
antibiotic TRUE TRUE FALSE FALSE Antibiotikum antibioticum antibiótico antibiotico antibiotique antibiótico antibiotikum
Antibiotic TRUE TRUE FALSE FALSE Antibiotikum Antibioticum Antibiótico Antibiotico Antibiotique Antibiótico Antibiotikum
Drug TRUE TRUE FALSE FALSE Medikament Middel Fármaco Droga Médicament Droga Lægemiddel
drug TRUE TRUE FALSE FALSE Medikament middel fármaco droga médicament droga lægemiddel
Frequency FALSE TRUE FALSE FALSE Zahl Aantal Frecuencia Frequenza Fréquence Frequência Frekvens
Minimum Inhibitory Concentration (mg/L) FALSE FALSE FALSE FALSE Minimale Hemm-Konzentration (mg/L) Minimale inhiberende concentratie (mg/L) Concentración mínima inhibitoria (mg/L) Concentrazione minima inibitoria (mg/L) Concentration minimale inhibitrice (mg/L) Concentração Inibitória Mínima (mg/L) Mindste hæmmende koncentration (mg/L)
Disk diffusion diameter (mm) FALSE FALSE FALSE FALSE Durchmesser der Scheibenzone (mm) Diameter diskzone (mm) Diámetro de difusión en disco (mm) Diametro di diffusione del disco (mm) Diamètre de diffusion en disque (mm) Diâmetro de difusão do disco (mm) Diskdiffusionsdiameter (mm)
Antimicrobial Interpretation FALSE FALSE FALSE FALSE Antimikrobielle Auswertung Antimicrobiële interpretatie Interpretación antimicrobiana Interpretazione antimicrobica Interprétation antimicrobienne Interpretação Antimicrobiana Antimikrobiel fortolkning
4-aminosalicylic acid FALSE TRUE TRUE FALSE 4-Aminosalicylsäure 4-aminosalicylzuur Ácido 4-aminosalicílico Acido 4-aminosalicilico Acide 4-aminosalicylique Ácido 4-aminosalicílico 4-aminosalicylsyre
Adefovir dipivoxil FALSE TRUE TRUE FALSE Adefovir Dipivoxil Adefovir Adefovir dipivoxil Adefovir dipivoxil Adéfovir dipivoxil Adefovir dipivoxil Adefovir dipivoxil
Aldesulfone sodium FALSE TRUE TRUE FALSE Aldesulfon-Natrium Aldesulfon Aldesulfona sódica Aldesulfone sodio Aldésulfone sodique Aldesulfona de sódio Aldesulfon-natrium
Amikacin FALSE TRUE TRUE FALSE Amikacin Amikacine Amikacina Amikacin Amikacine Amikacin Amikacin
Amoxicillin FALSE TRUE TRUE FALSE Amoxicillin Amoxicilline Amoxicilina Amoxicillina Amoxicilline Amoxicilina Amoxicillin
Amoxicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Amoxicillin/Beta-Lactamase-Hemmer Amoxicilline/enzymremmer Amoxicilina/inhib. de la beta-lactamasa Amoxicillina/inib. d. beta-lattamasi Amoxicilline/inhib. de bêta-lactamase Amoxicilina/inibid. da beta-lactamase Amoxicillin/beta-lactamasehæmmer
Amphotericin B FALSE TRUE TRUE FALSE Amphotericin B Amfotericine B Anfotericina B Amfotericina B Amphotéricine B Anfotericina B Amfotericin B
Ampicillin FALSE TRUE TRUE FALSE Ampicillin Ampicilline Ampicilina Ampicillina Ampicilline Ampicilina Ampicillin
Ampicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Ampicillin/Beta-Laktamase-Hemmer Ampicilline/enzymremmer Ampicilina/inhib. de la beta-lactamasa Ampicillina/inib. d. beta-lattamasi Ampicilline/inhib. de bêta-lactamase Ampicilina/inibid. da beta-lactamase Ampicillin/beta-lactamasehæmmer
Anidulafungin FALSE TRUE TRUE FALSE Anidulafungin Anidulafungine Anidulafungina Anidulafungin Anidulafungine Anidulafungin Anidulafungin
Azidocillin FALSE TRUE TRUE FALSE Azidocillin Azidocilline Azidocilina Azidocillina Azidocilline Azidocillin Azidocillin
Azithromycin FALSE TRUE TRUE FALSE Azithromycin Azitromycine Azitromicina Azitromicina Azithromycine Azitromicina Azithromycin
Azlocillin FALSE TRUE TRUE FALSE Azlocillin Azlocilline Azlocilina Azlocillina Azlocilline Azlocillin Azlocillin
Bacampicillin FALSE TRUE TRUE FALSE Bacampicillin Bacampicilline Bacampicilina Bacampicillina Bacampicilline Bacampicilina Bacampicillin
Bacitracin FALSE TRUE TRUE FALSE Bacitracin Bacitracine Bacitracina Bacitracina Bacitracine Bacitracin Bacitracin
Benzathine benzylpenicillin FALSE TRUE TRUE FALSE Benzathin-Benzylpenicillin Benzylpenicillinebenzathine Bencilpenicilina benzatínica Benzatina benzilpenicillina Benzathine benzylpénicilline Benzatina benzatina benzilpenicilina Benzathinbenzylpenicillin
Benzathine phenoxymethylpenicillin FALSE TRUE TRUE FALSE Benzathin-Phenoxymethylpenicillin Fenoxymethylpenicillinebenzathine Fenoximetilpenicilina benzatínica Benzatina fenossimetilpenicillina Phénoxyméthylpénicilline benzathine Benzatina fenoximetilpenicilina Benzathinfenoxymethylpenicillin
Benzylpenicillin FALSE TRUE TRUE FALSE Benzylpenicillin Benzylpenicilline Bencilpenicilina Benzilpenicillina Benzylpénicilline Benzilpenicilina Benzylpenicillin
Calcium aminosalicylate FALSE TRUE TRUE FALSE Kalzium-Aminosalicylat Aminosalicylzuur Aminosalicilato de calcio Calcio aminosalicilato Aminosalicylate de calcium Aminosalicilato de cálcio Calciumaminosalicylat
Capreomycin FALSE TRUE TRUE FALSE Capreomycin Capreomycine Capreomicina Capreomicina Capréomycine Capreomicina Capreomycin
Carbenicillin FALSE TRUE TRUE FALSE Carbenicillin Carbenicilline Carbenicilina Carbenicillina Carbénicilline Carbenicilina Carbenicillin
Carindacillin FALSE TRUE TRUE FALSE Carindacillin Carindacilline Carindacilina Carindacillina Carindacilline Carindacillin Carindacillin
Caspofungin FALSE TRUE TRUE FALSE Caspofungin Caspofungine Caspofungina Caspofungin Caspofungine Caspofungin Caspofungin
Ce(f|ph)acetrile TRUE TRUE TRUE FALSE Cefacetril Cefacetril Cefacetrilo Cefacetrile Céphacétrile Cephacetrile Cephacetril
Ce(f|ph)alotin TRUE TRUE TRUE FALSE Cefalotin Cefalotine Cefalotina Cefalotina Céphalotine Cefalotina Cephalotin
Ce(f|ph)amandole TRUE TRUE TRUE FALSE Cefamandol Cefamandol Cefamandole Cephamandole Céphamandole Cephamandole Cephamandol
Ce(f|ph)apirin TRUE TRUE TRUE FALSE Cefapirin Cefapirine Cefapirina Cefapirina Céphapirine Cephapirin Cephapirin
Ce(f|ph)azedone TRUE TRUE TRUE FALSE Cefazedon Cefazedon Cefazedona Cefazedone Céphazédone Cephazedone Cephazedon
Ce(f|ph)azolin TRUE TRUE TRUE FALSE Cefazolin Cefazoline Cefazolina Cephazolin Céphazoline Cephazolin Cephazolin
Ce(f|ph)alothin TRUE TRUE TRUE FALSE Cefalothin Cefalotine Cefalotina Cefalotina Céphalothine Cephalothin Cephalothin
Ce(f|ph)alexin TRUE TRUE TRUE FALSE Cefalexin Cefalexine Cefalexina Cephalexin Céphalexine Cephalexin Cephalexin
Ce(f|ph)epime TRUE TRUE TRUE FALSE Cefepim Cefepim Cefepime Cephepime Céphépime Cephepime Cephepime
Ce(f|ph)ixime TRUE TRUE TRUE FALSE Cefixim Cefixim Cefixima Cephixime Céphixime Cephixime Cephixim
Ce(f|ph)menoxime TRUE TRUE TRUE FALSE Cefmenoxim Cefmenoxim Cefmenoxima Cephmenoxime Céphénoxime Cephmenoxime Cephmenoxim
Ce(f|ph)metazole TRUE TRUE TRUE FALSE Cefmetazol Cefmetazol Cefmetazol Cephmetazole Céphmétazole Cefmetazole Cephmetazol
Ce(f|ph)odizime TRUE TRUE TRUE FALSE Cefodizim Cefodizim Cefodixima Cephodizime Céphodizime Cephodizime Cephodizim
Ce(f|ph)onicid TRUE TRUE TRUE FALSE Cefonicid Cefonicide Cefonicida Cephonicid Céphonicide Cefonicid Cephonicid
Ce(f|ph)operazone TRUE TRUE TRUE FALSE Cefoperazon Cefoperazon Cefoperazona Cephoperazone Céphopérazone Cephoperazone Cephoperazon
Ce(f|ph)operazone/beta-lactamase inhibitor TRUE TRUE TRUE FALSE Cefoperazon/Beta-Lactamase-Hemmer Cefoperazon/enzymremmer Cefoperazona/inhib. de betalactamasas Cephoperazone/inib. d. beta-lattamasi Céphopérazone/inhib. de bêta-lactamase Cephoperazona/inibid. da beta-lactamase Cephoperazon/beta-lactamasehæmmer
Ce(f|ph)otaxime TRUE TRUE TRUE FALSE Cefotaxim Cefotaxim Cefotaxima Cephotaxime Céphotaxime Cephotaxime Cephotaxim
Ce(f|ph)oxitin TRUE TRUE TRUE FALSE Cefoxitin Cefoxitine Cefoxitina Cefossitina Céphoxitine Cephoxitin Cephoxitin
Ce(f|ph)pirome TRUE TRUE TRUE FALSE Cefpirom Cefpirom Cephpirome Cephpirome Céphpirome Cefpirome Cephpirom
Ce(f|ph)podoxime TRUE TRUE TRUE FALSE Cefpodoxim Cefpodoxim Cefpodoxima Cephpodoxime Céphpodoxime Cephpodoxime Cephpodoxim
Ce(f|ph)radine TRUE TRUE TRUE FALSE Cefradin Cefradine Cefradina Cefradina Céphradine Cephradine Cephradin
Ce(f|ph)sulodin TRUE TRUE TRUE FALSE Cefsulodin Cefsulodine Cefsulodina Cephsulodin Céphsulodine Cephsulodin Cephsulodin
Ce(f|ph)tazidime TRUE TRUE TRUE FALSE Ceftazidim Ceftazidim Ceftazidima Ceftazidima Céphtazidime Ceftazidima Cephtazidim
Ce(f|ph)tezole TRUE TRUE TRUE FALSE Ceftezol Ceftezol Ceftezol Cephtezole Céphtézole Ceftezole Cephtezol
Ce(f|ph)tizoxime TRUE TRUE TRUE FALSE Ceftizoxim Ceftizoxim Ceftizoxima Cephtizoxime Céphtizoxime Cephtizoxime Cephtizoxim
Ce(f|ph)triaxone TRUE TRUE TRUE FALSE Ceftriaxon Ceftriaxon Ceftriaxona Ceftriaxone Céphtriaxone Cefhtriaxone Cephtriaxon
Ce(f|ph)uroxime TRUE TRUE TRUE FALSE Cefuroxim Cefuroxim Cefuroxima Cefuroxima Céphuroxime Cephuroxime Cephuroxim
Ce(f|ph)uroxime/metronidazole TRUE TRUE TRUE FALSE Cefuroxim/Metronidazol Cefuroxim/andere antibacteriele middelen Cefuroxima/metronidazol Cefuroxima/metronidazolo Céphuroxime/métronidazole Cephuroxime/metronidazol Cefuroxim/metronidazol
Chloramphenicol FALSE TRUE TRUE FALSE Chloramphenicol Chlooramfenicol Cloranfenicol Cloramfenicolo Chloramphénicol Cloranfenicol Kloramfenicol
Chlortetracycline FALSE TRUE TRUE FALSE Chlortetracyclin Chloortetracycline Clortetraciclina Clorotetraciclina Chlortétracycline Chlortetracycline Chlortetracyclin
Cinoxacin FALSE TRUE TRUE FALSE Cinoxacin Cinoxacine Cinoxacina Cinoxacina Cinoxacine Cinoxacin Cinoxacin
Ciprofloxacin FALSE TRUE TRUE FALSE Ciprofloxacin Ciprofloxacine Ciprofloxacina Ciprofloxacina Ciprofloxacine Ciprofloxacin Ciprofloxacin
Clarithromycin FALSE TRUE TRUE FALSE Clarithromycin Claritromycine Claritromicina Claritromicina Clarithromycine Claritromicina Clarithromycin
Clavulanic acid FALSE TRUE TRUE FALSE Clavulansäure Clavulaanzuur Ácido clavulánico Acido clavulanico Acide clavulanique Ácido clavulânico Clavulansyre
clavulanic acid FALSE TRUE TRUE FALSE Clavulansäure clavulaanzuur ácido clavulánico acido clavulanico acide clavulanique ácido clavulânico clavulansyre
Clindamycin FALSE TRUE TRUE FALSE Clindamycin Clindamycine Clindamicina Clindamicina Clindamycine Clindamicina Clindamycin
Clometocillin FALSE TRUE TRUE FALSE Clometocillin Clometocilline Clometocilina Clometocillina Clométocilline Clometocillin Clometocillin
Clotrimazole FALSE TRUE TRUE FALSE Clotrimazol Clotrimazol Clotrimazol Clotrimazolo Clotrimazole Clotrimazole Clotrimazol
Cloxacillin FALSE TRUE TRUE FALSE Cloxacillin Cloxacilline Cloxacilina Cloxacillina Cloxacilline Cloxacillin Cloxacillin
Colistin FALSE TRUE TRUE FALSE Colistin Colistine Colistina Colistina Colistine Colistin Colistin
Dapsone FALSE TRUE TRUE FALSE Dapson Dapson Dapsona Dapsone Dapsone Dapsone Dapson
Daptomycin FALSE TRUE TRUE FALSE Daptomycin Daptomycine Daptomicina Daptomicina Daptomycine Daptomicina Daptomycin
Dibekacin FALSE TRUE TRUE FALSE Dibekacin Dibekacine Dibekacina Dibekacin Dibekacine Dibekacin Dibekacin
Dicloxacillin FALSE TRUE TRUE FALSE Dicloxacillin Dicloxacilline Dicloxacilina Dicloxacillina Dicloxacilline Dicloxacilina Dicloxacillin
Dirithromycin FALSE TRUE TRUE FALSE Dirithromycin Diritromycine Diritromicina Diritromicina Dirithromycine Diritromicina Dirithromycin
Econazole FALSE TRUE TRUE FALSE Econazol Econazol Econazol Econazolo Econazole Econazole Econazol
Enoxacin FALSE TRUE TRUE FALSE Enoxacin Enoxacine Enoxacina Enoxacina Enoxacine Enoxacin Enoxacin
Epicillin FALSE TRUE TRUE FALSE Epicillin Epicilline Epicilina Epicillina Epicilline Epicilina Epicillin
Erythromycin FALSE TRUE TRUE FALSE Erythromycin Erytromycine Eritromicina Eritromicina Erythromycine Eritromicina Erythromycin
Ethambutol/isoniazid FALSE TRUE TRUE FALSE Ethambutol/Isoniazid Ethambutol/isoniazide Etambutol/isoniazida Etambutolo/isoniazide Ethambutol/isoniazide Ethambutol/isoniazid Ethambutol/isoniazid
Fleroxacin FALSE TRUE TRUE FALSE Fleroxacin Fleroxacine Fleroxacina Fleroxacina Fléroxacine Fleroxacina Fleroxacin
Flucloxacillin FALSE TRUE TRUE FALSE Flucloxacillin Flucloxacilline Flucloxacilina Flucloxacillina Flucloxacilline Flucloxacillin Flucloxacillin
Fluconazole FALSE TRUE TRUE FALSE Fluconazol Fluconazol Fluconazol Fluconazolo Fluconazole Fluconazole Fluconazol
Flucytosine FALSE TRUE TRUE FALSE Flucytosin Fluorocytosine Flucitosina Flucytosine Flucytosine Flucytosine Flucytosin
Flurithromycin FALSE TRUE TRUE FALSE Flurithromycin Fluritromycine Fluritromicina Fluritromicina Flurithromycine Fluritromicina Flurithromycin
Fosfomycin FALSE TRUE TRUE FALSE Fosfomycin Fosfomycine Fosfomicina Fosfomicina Fosfomycine Fosfomycin Fosfomycin
Fusidic acid FALSE TRUE TRUE FALSE Fusidinsäure Fusidinezuur Ácido fusídico Acido fusidico Acide fusidique Ácido fusídico Fusidinsyre
Gatifloxacin FALSE TRUE TRUE FALSE Gatifloxacin Gatifloxacine Gatifloxacina Gatifloxacina Gatifloxacine Gatifloxacin Gatifloxacin
Gemifloxacin FALSE TRUE TRUE FALSE Gemifloxacin Gemifloxacine Gemifloxacina Gemifloxacina Gemifloxacine Gemifloxacin Gemifloxacin
Gentamicin FALSE TRUE TRUE FALSE Gentamicin Gentamicine Gentamicina Gentamicina Gentamicine Gentamicina Gentamicin
Grepafloxacin FALSE TRUE TRUE FALSE Grepafloxacin Grepafloxacine Grepafloxacina Grepafloxacina Grepafloxacine Grepafloxacin Grepafloxacin
Hachimycin FALSE TRUE TRUE FALSE Hachimycin Hachimycine Hachimycin Hachimycin Hachimycine Hachimycin Hachimycin
Hetacillin FALSE TRUE TRUE FALSE Hetacillin Hetacilline Hetacilina Hetacillin Hétacilline Hetacillin Hetacillin
Imipenem/cilastatin FALSE TRUE TRUE FALSE Imipenem/Cilastatin Imipenem/enzymremmer Imipenem/cilastatina Imipenem/cilastatina Imipénème/cilastatine Imipenem/coteltelatina Imipenem/cilastatin
Inosine pranobex FALSE TRUE TRUE FALSE Inosin-Pranobex Inosiplex Inosina pranobex Inosina pranobex Inosine pranobex Pranobex inosine Inosin pranobex
Isepamicin FALSE TRUE TRUE FALSE Isepamicin Isepamicine Isepamicina Isepamicina Isepamicine Isepamicina Isepamicin
Isoconazole FALSE TRUE TRUE FALSE Isoconazol Isoconazol Isoconazol Isoconazolo Isoconazole Isoconazole Isoconazol
Isoniazid FALSE TRUE TRUE FALSE Isoniazid Isoniazide Isoniazida Isoniazide Isoniazide Isoniazid Isoniazid
Itraconazole FALSE TRUE TRUE FALSE Itraconazol Itraconazol Itraconazol Itraconazolo Itraconazole Itraconazole Itraconazol
Josamycin FALSE TRUE TRUE FALSE Josamycin Josamycine Josamicina Josamicina Josamycine Josamycin Josamycin
Kanamycin FALSE TRUE TRUE FALSE Kanamycin Kanamycine Kanamicina Kanamicina Kanamycine Kanamycin Kanamycin
Ketoconazole FALSE TRUE TRUE FALSE Ketoconazol Ketoconazol Ketoconazol Ketoconazolo Kétoconazole Ketoconazole Ketoconazol
Levofloxacin FALSE TRUE TRUE FALSE Levofloxacin Levofloxacine Levofloxacina Levofloxacina Lévofloxacine Levofloxacin Levofloxacin
Lincomycin FALSE TRUE TRUE FALSE Lincomycin Lincomycine Lincomicina Lincomicina Lincomycine Lincomycin Lincomycin
Lomefloxacin FALSE TRUE TRUE FALSE Lomefloxacin Lomefloxacine Lomefloxacina Lomefloxacina Loméfloxacine Lomefloxacin Lomefloxacin
Lysozyme FALSE TRUE TRUE FALSE Lysozym Lysozym Lisozima Lisozima Lysozyme Lysozyme Lysozym
Mandelic acid FALSE TRUE TRUE FALSE Mandelsäure Amandelzuur Ácido mandélico Acido mandelico Acide mandélique Ácido mandélico Mandelinsyre
Metampicillin FALSE TRUE TRUE FALSE Metampicillin Metampicilline Metampicilina Metampicillina Métampicilline Metampicilina Metampicillin
Meticillin FALSE TRUE TRUE FALSE Meticillin Meticilline Meticilina Meticillina Méticilline Meticillin Meticillin
Metisazone FALSE TRUE TRUE FALSE Metisazon Metisazon Metisazona Metisazone Métisazone Metisazone Metisazon
Metronidazole FALSE TRUE TRUE FALSE Metronidazol Metronidazol Metronidazol Metronidazolo Métronidazole Metronidazol Metronidazol
Mezlocillin FALSE TRUE TRUE FALSE Mezlocillin Mezlocilline Mezlocilina Mezlocillina Mezlocilline Mezlocillin Mezlocillin
Micafungin FALSE TRUE TRUE FALSE Micafungin Micafungine Micafungina Micafungin Micafungine Micafungin Micafungin
Miconazole FALSE TRUE TRUE FALSE Miconazol Miconazol Miconazol Miconazolo Miconazole Miconazole Miconazol
Midecamycin FALSE TRUE TRUE FALSE Midecamycin Midecamycine Midecamicina Midecamicina Midecamycine Midecamycin Midecamycin
Miocamycin FALSE TRUE TRUE FALSE Miocamycin Miocamycine Miocamycin Miocamicina Miocamycine Miocamicina Miocamycin
Moxifloxacin FALSE TRUE TRUE FALSE Moxifloxacin Moxifloxacine Moxifloxacina Moxifloxacin Moxifloxacine Moxifloxacina Moxifloxacin
Mupirocin FALSE TRUE TRUE FALSE Mupirocin Mupirocine Mupirocina Mupirocina Mupirocine Mupirocina Mupirocin
Nalidixic acid FALSE TRUE TRUE FALSE Nalidixinsäure Nalidixinezuur Ácido nalidíxico Acido nalidixico Acide nalidixique Ácido nalidíxico Nalidixinsyre
Neomycin FALSE TRUE TRUE FALSE Neomycin Neomycine Neomicina Neomicina Néomycine Neomicina Neomycin
Netilmicin FALSE TRUE TRUE FALSE Netilmicin Netilmicine Netilmicina Netilmicin Netilmicine Netilmicin Netilmicin
Nitrofurantoin FALSE TRUE TRUE FALSE Nitrofurantoin Nitrofurantoine Nitrofurantoína Nitrofurantoina Nitrofurantoïne Nitrofurantoína Nitrofurantoin
Norfloxacin FALSE TRUE TRUE FALSE Norfloxacin Norfloxacine Norfloxacina Norfloxacina Norfloxacine Norfloxacin Norfloxacin
Novobiocin FALSE TRUE TRUE FALSE Novobiocin Novobiocine Novobiocina Novobiocin Novobiocine Novobiocin Novobiocin
Nystatin FALSE TRUE TRUE FALSE Nystatin Nystatine Nistatina Nystatin Nystatine Nystatin Nystatin
Ofloxacin FALSE TRUE TRUE FALSE Ofloxacin Ofloxacine Ofloxacina Ofloxacin Ofloxacine Ofloxacin Ofloxacin
Oleandomycin FALSE TRUE TRUE FALSE Oleandomycin Oleandomycine Oleandomicina Oleandomicina Oleandomycine Oleandomicina Oleandomycin
Ornidazole FALSE TRUE TRUE FALSE Ornidazol Ornidazol Ornidazol Ornidazolo Ornidazole Ornidazole Ornidazol
Oxacillin FALSE TRUE TRUE FALSE Oxacillin Oxacilline Oxacilina Oxacillina Oxacilline Oxacillin Oxacillin
Oxolinic acid FALSE TRUE TRUE FALSE Oxolinsäure Oxolinezuur Ácido oxolínico Acido ossolinico Acide oxolinique Ácido oxolínico Oxolinsyre
Oxytetracycline FALSE TRUE TRUE FALSE Oxytetracyclin Oxytetracycline Oxitetraciclina Ossitetraciclina Oxytétracycline Oxitetraciclina Oxytetracyclin
Pazufloxacin FALSE TRUE TRUE FALSE Pazufloxacin Pazufloxacine Pazufloxacina Pazufloxacin Pazufloxacine Pazufloxacin Pazufloxacin
Pefloxacin FALSE TRUE TRUE FALSE Pefloxacin Pefloxacine Pefloxacina Pefloxacina Péfloxacine Pefloxacin Pefloxacin
Penamecillin FALSE TRUE TRUE FALSE Penamecillin Penamecilline Penamecilina Penamecillina Pénamécilline Penamecilina Penamecillin
Penicillin FALSE TRUE TRUE FALSE Penicillin Penicilline Penicilina Penicillina Pénicilline Penicilina Penicillin
Pheneticillin FALSE TRUE TRUE FALSE Pheneticillin Feneticilline Feneticilina Feneticillina Phénéticilline Pheneticillin Pheneticillin
Phenoxymethylpenicillin FALSE TRUE TRUE FALSE Phenoxymethylpenicillin Fenoxymethylpenicilline Fenoximetilpenicilina Fenossimetilpenicillina Phénoxyméthylpénicilline Fenoximetilpenicilina Phenoxymethylpenicillin
Pipemidic acid FALSE TRUE TRUE FALSE Pipemidinsäure Pipemidinezuur Ácido pipemídico Acido pipemidico Acide pipémidique Ácido pipemídico Pipemidinsyre
Piperacillin FALSE TRUE TRUE FALSE Piperacillin Piperacilline Piperacilina Piperacillina Pipéracilline Piperacilina Piperacillin
Piperacillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Piperacillin/Beta-Lactamase-Hemmer Piperacilline/enzymremmer Piperacilina/inhib. de la beta-lactamasa Piperacillina/inib. d. beta-lattamasi Pipéracilline/inhib. de bêta-lactamase Piperacilina/inibid. da beta-lactamase Piperacillin/beta-lactamasehæmmer
Piromidic acid FALSE TRUE TRUE FALSE Piromidinsäure Piromidinezuur Ácido piromídico Acido piromidico Acide piromidique Ácido piromídico Piromidinsyre
Pivampicillin FALSE TRUE TRUE FALSE Pivampicillin Pivampicilline Pivampicilina Pivampicillina Pivampicilline Pivampicilina Pivampicillin
Polymyxin B FALSE TRUE TRUE FALSE Polymyxin B Polymyxine B Polimixina B Polimixina B Polymyxine B Polimixina B Polymyxin B
Posaconazole FALSE TRUE TRUE FALSE Posaconazol Posaconazol Posaconazol Posaconazolo Posaconazole Posaconazole Posaconazol
Pristinamycin FALSE TRUE TRUE FALSE Pristinamycin Pristinamycine Pristinamicina Pristinamicina Pristinamycine Pristinamicina Pristinamycin
Procaine benzylpenicillin FALSE TRUE TRUE FALSE Procain-Benzylpenicillin Benzylpenicillineprocaine Bencilpenicilina procaína Procaina benzilpenicillina Procaïne benzylpénicilline Procaína benzilpenicilina Prokainbenzylpenicillin
Propicillin FALSE TRUE TRUE FALSE Propicillin Propicilline Propicilina Propicillina Propicilline Propicilina Propicillin
Prulifloxacin FALSE TRUE TRUE FALSE Prulifloxacin Prulifloxacine Prulifloxacina Prulifloxacina Prulifloxacine Prulifloxacina Prulifloxacin
Quinupristin/dalfopristin FALSE TRUE TRUE FALSE Quinupristin/Dalfopristin Quinupristine/dalfopristine Quinupristina/dalfopristina Quinupristina/dalfopristina Quinupristine/dalfopristine Quinupristin/dalfopristin Quinupristin/dalfopristin
Ribostamycin FALSE TRUE TRUE FALSE Ribostamycin Ribostamycine Ribostamicina Ribostamicina Ribostamycine Ribostamicina Ribostamycin
Rifabutin FALSE TRUE TRUE FALSE Rifabutin Rifabutine Rifabutina Rifabutina Rifabutine Rifabutin Rifabutin
Rifampicin FALSE TRUE TRUE FALSE Rifampicin Rifampicine Rifampicina Rifampicina Rifampicine Rifampicina Rifampicin
Rifampicin/pyrazinamide/ethambutol/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Ethambutol/Isoniazid Rifampicine/pyrazinamide/ethambutol/isoniazide Rifampicina/pirazinamida/etambutol/isoniazida Rifampicina/pirazinamide/etambutolo/isoniazide Rifampicine/pyrazinamide/éthambutol/isoniazide Rifampicina/pirazinamida/etambutol/isoniazida Rifampicin/pyrazinamid/ethambutol/isoniazid
Rifampicin/pyrazinamide/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Isoniazid Rifampicine/pyrazinamide/isoniazide Rifampicina/pirazinamida/isoniazida Rifampicina/pirazinamide/isoniazide Rifampicine/pyrazinamide/isoniazide Rifampicina/pirazinamida/isoniazida Rifampicin/pyrazinamid/isoniazid
Rifampicin/isoniazid FALSE TRUE TRUE FALSE Rifampicin/Isoniazid Rifampicine/isoniazide Rifampicina/isoniazida Rifampicina/isoniazide Rifampicine/isoniazide Rifampicina/isoniazida Rifampicin/isoniazid
Rifamycin FALSE TRUE TRUE FALSE Rifamycin Rifamycine Rifamicina Rifamicina Rifamycine Rifamycin Rifamycin
Rifaximin FALSE TRUE TRUE FALSE Rifaximin Rifaximine Rifaximina Rifaximina Rifaximine Rifaximin Rifaximin
Rokitamycin FALSE TRUE TRUE FALSE Rokitamycin Rokitamycine Rokitamicina Rokitamicina Rokitamycine Rokitamycin Rokitamycin
Rosoxacin FALSE TRUE TRUE FALSE Rosoxacin Rosoxacine Rosoxacina Rosoxacina Rosoxacine Rosoxacina Rosoxacin
Roxithromycin FALSE TRUE TRUE FALSE Roxithromycin Roxitromycine Roxitromicina Roxitromicina Roxithromycine Roxitromicina Roxithromycin
Rufloxacin FALSE TRUE TRUE FALSE Rufloxacin Rufloxacine Rufloxacina Rufloxacina Rufloxacine Rufloxacin Rufloxacin
Sisomicin FALSE TRUE TRUE FALSE Sisomicin Sisomicine Sisomicina Sisomicina Sisomicine Sisomicina Sisomicin
Sodium aminosalicylate FALSE TRUE TRUE FALSE Natrium-Aminosalicylat Aminosalicylzuur Aminosalicilato de sodio Sodio aminosalicilato Aminosalicylate de sodium Aminosalicilato de sódio Natriumaminosalicylat
Sparfloxacin FALSE TRUE TRUE FALSE Sparfloxacin Sparfloxacine Esparfloxacina Sparfloxacina Sparfloxacine Sparfloxacin Sparfloxacin
Spectinomycin FALSE TRUE TRUE FALSE Spectinomycin Spectinomycine Espectinomicina Spectinomycin Spectinomycine Spectinomycin Spectinomycin
Spiramycin FALSE TRUE TRUE FALSE Spiramycin Spiramycine Espiramicina Spiramicina Spiramycine Spiramycin Spiramycin
Spiramycin/metronidazole FALSE TRUE TRUE FALSE Spiramycin/Metronidazol Spiramycine/metronidazol Espiramicina/metronidazol Spiramicina/metronidazolo Spiramycine/métronidazole Spiramycin/metronidazol Spiramycin/metronidazol
Staphylococcus immunoglobulin FALSE TRUE TRUE FALSE Staphylococcus-Immunoglobulin Stafylokokkenimmunoglobuline Inmunoglobulina estafilocócica Immunoglobulina per stafilococco Immunoglobuline staphylococcique Imunoglobulina de Staphylococcus Stafylokok-immunglobulin
Streptoduocin FALSE TRUE TRUE FALSE Streptoduocin Streptoduocine Estreptoduocina Streptoduocin Streptoduocine Estreptoduocina Streptoduocin
Streptomycin FALSE TRUE TRUE FALSE Streptomycin Streptomycine Estreptomicina Streptomicina Streptomycine Streptomycin Streptomycin
Streptomycin/isoniazid FALSE TRUE TRUE FALSE Streptomycin/Isoniazid Streptomycine/isoniazide Estreptomicina/isoniazida Streptomicina/isoniazide Streptomycine/isoniazide Streptomicina/isoniazida Streptomycin/isoniazid
Sulbenicillin FALSE TRUE TRUE FALSE Sulbenicillin Sulbenicilline Sulbenicilina Sulbenicillina Sulbenicilline Sulbenicilina Sulbenicillin
Sulfadiazine/tetroxoprim FALSE TRUE TRUE FALSE Sulfadiazin/Tetroxoprim Sulfadiazine/tetroxoprim Sulfadiazina/tetroxoprim Sulfadiazina/tetroxoprim Sulfadiazine/tetroxoprime Sulfadiazina/tetroxoprim Sulfadiazin/tetroxoprim
Sulfadiazine/trimethoprim FALSE TRUE TRUE FALSE Sulfadiazin/Trimethoprim Sulfadiazine/trimethoprim Sulfadiazina/trimetoprima Sulfadiazina/trimetoprim Sulfadiazine/triméthoprime Sulfadiazina/trimethoprim Sulfadiazin/trimethoprim
Sulfadimidine/trimethoprim FALSE TRUE TRUE FALSE Sulfadimidin/Trimethoprim Sulfadimidine/trimethoprim Sulfadimidina/trimetoprima Sulfadimidina/trimetoprim Sulfadimidine/triméthoprime Sulfadimidina/trimethoprim Sulfadimidin/trimethoprim
Sulfafurazole FALSE TRUE TRUE FALSE Sulfafurazol Sulfafurazol Sulfafurazol Sulfafurazolo Sulfafurazole Sulfafurazole Sulfafurazol
Sulfaisodimidine FALSE TRUE TRUE FALSE Sulfaisodimidin Sulfisomidine Sulfaisodimidina Sulfaisodimidina Sulfaisodimidine Sulfaisodimidina Sulfaisodimidin
Sulfalene FALSE TRUE TRUE FALSE Sulfalene Sulfaleen Sulfaleno Sulfalene Sulfalène Sulfaleno Sulfalen
Sulfamazone FALSE TRUE TRUE FALSE Sulfamazon Sulfamazon Sulfamazona Sulfamazone Sulfamazone Sulfamazona Sulfamazon
Sulfamerazine/trimethoprim FALSE TRUE TRUE FALSE Sulfamerazin/Trimethoprim Sulfamerazine/trimethoprim Sulfamerazina/trimetoprima Sulfamerazina/trimetoprim Sulfamérazine/triméthoprime Sulfamerazina/trimethoprim Sulfamerazin/trimethoprim
Sulfamethizole FALSE TRUE TRUE FALSE Sulfamethizol Sulfamethizol Sulfametozol Sulfamethizolo Sulfaméthizole Sulfametizole Sulfamethizol
Sulfamethoxazole FALSE TRUE TRUE FALSE Sulfamethoxazol Sulfamethoxazol Sulfametoxazol Sulfametossazolo Sulfaméthoxazole Sulfamethoxazole Sulfamethoxazol
Sulfamethoxazole/trimethoprim FALSE TRUE TRUE FALSE Sulfamethoxazol/Trimethoprim Sulfamethoxazol/trimethoprim Sulfametoxazol/trimetoprima Sulfametossazolo/trimetoprim Sulfaméthoxazole/triméthoprime Sulfametoxazol/trimethoprim Sulfamethoxazol/trimethoprim
Sulfametoxydiazine FALSE TRUE TRUE FALSE Sulfametoxydiazin Sulfamethoxydiazine Sulfametoxidiazina Sulfametoxydiazine Sulfamétoxydiazine Sulfametoxidiazina Sulfametoxydiazin
Sulfametrole/trimethoprim FALSE TRUE TRUE FALSE Sulfametrole/Trimethoprim Sulfametrol/trimethoprim Sulfametrol/trimetoprima Sulfametrole/trimetoprim Sulfamétrole/triméthoprime Sulfametrole/trimethoprim Sulfametrol/trimethoprim
Sulfamoxole FALSE TRUE TRUE FALSE Sulfamoxol Sulfamoxol Sulfamoxole Sulfamoxolo Sulfamoxole Sulfamoxole Sulfamoxol
Sulfamoxole/trimethoprim FALSE TRUE TRUE FALSE Sulfamoxol/Trimethoprim Sulfamoxol/trimethoprim Sulfamoxol/trimetoprima Sulfamoxolo/trimetoprim Sulfamoxole/triméthoprime Sulfamoxole/trimethoprim Sulfamoxol/trimethoprim
Sulfaperin FALSE TRUE TRUE FALSE Sulfaperin Sulfaperine Sulfametoxazol Sulfaperin Sulfapérine Sulfaperin Sulfaperin
Sulfaphenazole FALSE TRUE TRUE FALSE Sulfaphenazol Sulfafenazol Sulfafenazol Sulfafenazolo Sulfaphénazole Sulfafenazol Sulfaphenazol
Sulfathiazole FALSE TRUE TRUE FALSE Sulfathiazol Sulfathiazol Sulfatiazol Sulfathiazole Sulfathiazole Sulfatazol Sulfathiazol
Sulfathiourea FALSE TRUE TRUE FALSE Sulfathioharnstoff Sulfathioureum Sulfathiourea Sulfathiourea Sulfathiourée Sulfathiourea Sulfathiourea
Sultamicillin FALSE TRUE TRUE FALSE Sultamicillin Sultamicilline Sultamicilina Sultamicillina Sultamicilline Sultamicillin Sultamicillin
Talampicillin FALSE TRUE TRUE FALSE Talampicillin Talampicilline Talampicilina Talampicillina Talampicilline Talampicilina Talampicillin
Teicoplanin FALSE TRUE TRUE FALSE Teicoplanin Teicoplanine Teicoplanina Teicoplanina Teicoplanine Teicoplanin Teicoplanin
Telithromycin FALSE TRUE TRUE FALSE Telithromycin Telitromycine Telitromicina Telitromicina Télithromycine Telitromicina Telithromycin
Temafloxacin FALSE TRUE TRUE FALSE Temafloxacin Temafloxacine Temafloxacina Temafloxacina Temafloxacine Temafloxacin Temafloxacin
Temocillin FALSE TRUE TRUE FALSE Temocillin Temocilline Temocilina Temocillina Temocillin Temocillin Temocillin
Tenofovir disoproxil FALSE TRUE TRUE FALSE Tenofovir Disoproxil Tenofovir Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil
Terizidone FALSE TRUE TRUE FALSE Terizidon Terizidon Terizidona Terizidone Terizidone Terizidone Terizidon
Thiamphenicol FALSE TRUE TRUE FALSE Thiamphenicol Thiamfenicol Tiamfenicol Tiamfenicolo Thiamphénicol Tiamfenicol Thiamphenicol
Thioacetazone/isoniazid FALSE TRUE TRUE FALSE Thioacetazon/Isoniazid Thioacetazon/isoniazide Tioacetazona/isoniazida Tioacetazone/isoniazide Thioacétazone/isoniazide Thioacetazone/isoniazid Thioacetazon/isoniazid
Ticarcillin FALSE TRUE TRUE FALSE Ticarcillin Ticarcilline Ticarcilina Ticarcillina Ticarcilline Ticarcilina Ticarcillin
Ticarcillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Ticarcillin/Beta-Lactamase-Hemmer Ticarcilline/enzymremmer Ticarcilina/inhib. de la betalactamasa Ticarcillina/inib. d. beta-lattamasi Ticarcilline/inhib. de bêta-lactamase Ticarcilina/inibid. da beta-lactamase Ticarcillin/beta-lactamasehæmmer
Ticarcillin/clavulanic acid FALSE TRUE TRUE FALSE Ticarcillin/Clavulansäure Ticarcilline/clavulaanzuur Ticarcilina/ácido clavulánico Ticarcillina/acido clavulanico Ticarcilline/acide clavulanique Ticarcilina/ácido clavulanico Ticarcillin/clavulansyre
Tinidazole FALSE TRUE TRUE FALSE Tinidazol Tinidazol Tinidazol Tinidazolo Tinidazole Tinidazole Tinidazol
Tobramycin FALSE TRUE TRUE FALSE Tobramycin Tobramycine Tobramicina Tobramicina Tobramycine Tobramycin Tobramycin
Trimethoprim/sulfamethoxazole FALSE TRUE TRUE FALSE Trimethoprim/Sulfamethoxazol Cotrimoxazol Trimetoprima/sulfametoxazol Trimetoprim/sulfametossazolo Triméthoprime/sulfaméthoxazole Trimethoprim/sulfametoxazol Trimethoprim/sulfamethoxazol
Troleandomycin FALSE TRUE TRUE FALSE Troleandomycin Troleandomycine Troleandomicina Troleandomicina Troleandomycine Troleandomicina Troleandomycin
Trovafloxacin FALSE TRUE TRUE FALSE Trovafloxacin Trovafloxacine Trovafloxacina Trovafloxacin Trovafloxacine Trovafloxacin Trovafloxacin
Vancomycin FALSE TRUE TRUE FALSE Vancomycin Vancomycine Vancomicina Vancomicina Vancomycine Vancomycin Vancomycin
Voriconazole FALSE TRUE TRUE FALSE Voriconazol Voriconazol Voriconazol Voriconazolo Voriconazole Voriconazol Voriconazol
Aminoglycosides FALSE TRUE TRUE FALSE Aminoglykoside Aminoglycosiden Aminoglucósidos Aminoglicosidi Aminoglycosides Aminoglycosides Aminoglykosider
Amphenicols FALSE TRUE TRUE FALSE Amphenicole Amfenicolen Anfenicoles Amphenicols Amphénicols Anfenicóis Amphenicoler
Antifungals/antimycotics FALSE TRUE TRUE FALSE Antimykotika/Antimykotika Antifungica/antimycotica Antifúngicos/antimicóticos Antifungini/antimicotici Antifongiques/antimycotiques Antifúngicos/antimicóticos Antimykotika/antimykotika
Antimycobacterials FALSE TRUE TRUE FALSE Antimykobakterielle Mittel Antimycobacteriele middelen Antimicrobianos Antimicobatterici Antimycobactériens Antimycobacterials Antimycobakterier
Beta-lactams/penicillins FALSE TRUE TRUE FALSE Beta-Lactame/Penicilline Beta-lactams/penicillines Beta-lactámicos/penicilinas Beta-lattami/penicilline Bêta-lactamines/pénicillines Beta-lactâmicas/penicilinas Beta-lactamer/penicilliner
Cephalosporins (1st gen.) FALSE TRUE TRUE FALSE Cephalosporine (1. Gen.) Cefalosporines (1e gen.) Cefalosporinas (1er gen.) Cefalosporine (1° gen.) Céphalosporines (1ère génération) Cefalosporinas (1º género) Cefalosporiner (1. gen.)
Cephalosporins (2nd gen.) FALSE TRUE TRUE FALSE Cephalosporine (2. Gen.) Cefalosporines (2e gen.) Cefalosporinas (2do gen.) Cefalosporine (2° gen.) Céphalosporines (2ème génération) Cefalosporinas (2ª gen.) Cefalosporiner (2. gen.)
Cephalosporins (3rd gen.) FALSE TRUE TRUE FALSE Cephalosporine (3. Gen.) Cefalosporines (3e gen.) Cefalosporinas (3er gen.) Cefalosporine (3° gen.) Céphalosporines (3ème génération) Cefalosporinas (3ª gen.) Cefalosporiner (3. gen.)
Cephalosporins (4th gen.) FALSE TRUE TRUE FALSE Cephalosporine (4. Gen.) Cefalosporines (4e gen.) Cefalosporinas (4ª gen.) Cefalosporine (4° gen.) Céphalosporines (4ème génération) Cefalosporinas (4.ª gen.) Cefalosporiner (4. gen.)
Cephalosporins (5th gen.) FALSE TRUE TRUE FALSE Cephalosporine (5. Gen.) Cefalosporines (5e gen.) Cefalosporinas (5º gen.) Cefalosporine (5° gen.) Céphalosporines (5e gén.) Cefalosporinas (5.ª gen.) Cefalosporiner (5. gen.)
Cephalosporins (unclassified gen.) FALSE TRUE TRUE FALSE Cephalosporine (unklassifiziert) Cefalosporines (ongeclassificeerd) Cefalosporinas (gen. no clasificado) Cefalosporine (gen. non classificato) Céphalosporines (genre non classifié) Cefalosporinas (não classificado gen.) Cefalosporiner (uklassificeret gen.)
Cephalosporins FALSE TRUE TRUE FALSE Cephalosporine Cefalosporines Cefalosporinas Cefalosporine Céphalosporines Cefalosporinas Cefalosporiner
Glycopeptides FALSE TRUE TRUE FALSE Glykopeptide Glycopeptiden Glicopéptidos Glicopeptidi Glycopeptides Glycopeptides Glykopeptider
Macrolides/lincosamides FALSE TRUE TRUE FALSE Makrolide/Linkosamide Macroliden/lincosamiden Macrólidos/lincosamidas Macrolidi/lincosamidi Macrolides/lincosamides Macrolides/lincosamidas Makrolider/lincosamider
Other antibacterials FALSE TRUE TRUE FALSE Andere Antibiotika Overige antibiotica Otros antibacterianos Altri antibatterici Autres antibactériens Outros antibacterianos Andre antibakterielle stoffer
Polymyxins FALSE TRUE TRUE FALSE Polymyxine Polymyxines Polimixinas Polimixine Polymyxines Polimixinas Polymyxiner
Quinolones FALSE TRUE TRUE FALSE Quinolone Quinolonen Quinolonas Chinoloni Quinolones Quinolones Kinoloner
1 pattern regular_expr case_sensitive affect_ab_name affect_mo_name de nl es it fr pt da
2 Coagulase-negative Staphylococcus TRUE TRUE FALSE TRUE Koagulase-negative Staphylococcus Coagulase-negatieve Staphylococcus Staphylococcus coagulasa negativo Staphylococcus negativo coagulasi Staphylococcus à coagulase négative Staphylococcus coagulase negativo Koagulase-negative stafylokokker
3 Coagulase-positive Staphylococcus TRUE TRUE FALSE TRUE Koagulase-positive Staphylococcus Coagulase-positieve Staphylococcus Staphylococcus coagulasa positivo Staphylococcus positivo coagulasi Staphylococcus à coagulase positif Staphylococcus coagulase positivo Koagulase-positive stafylokokker
4 Beta-haemolytic Streptococcus TRUE TRUE FALSE TRUE Beta-hämolytischer Streptococcus Beta-hemolytische Streptococcus Streptococcus Beta-hemolítico Streptococcus Beta-emolitico Streptococcus Bêta-hémolytique Streptococcus Beta-hemolítico Beta-haemolytiske streptokokker
5 unknown Gram-negatives TRUE TRUE FALSE TRUE unbekannte Gramnegativen onbekende Gram-negatieven Gram negativos desconocidos Gram negativi sconosciuti Gram négatifs inconnus Gram negativos desconhecidos ukendte Gram-negative
6 unknown Gram-positives TRUE TRUE FALSE TRUE unbekannte Grampositiven onbekende Gram-positieven Gram positivos desconocidos Gram positivi sconosciuti Gram positifs inconnus Gram positivos desconhecidos ukendte Gram-positive
7 unknown fungus TRUE TRUE FALSE TRUE unbekannter Pilze onbekende schimmel hongo desconocido fungo sconosciuto champignon inconnu fungo desconhecido ukendt svamp
8 unknown yeast TRUE TRUE FALSE TRUE unbekannte Hefe onbekende gist levadura desconocida lievito sconosciuto levure inconnue levedura desconhecida ukendt gær
9 unknown name TRUE TRUE FALSE TRUE unbekannte Name onbekende naam nombre desconocido nome sconosciuto nom inconnu nome desconhecido ukendt navn
10 unknown kingdom TRUE TRUE FALSE TRUE unbekanntes Reich onbekend koninkrijk reino desconocido regno sconosciuto règme inconnu reino desconhecido ukendt kongerige
11 unknown phylum TRUE TRUE FALSE TRUE unbekannter Stamm onbekend fylum filo desconocido phylum sconosciuto embranchement inconnu filo desconhecido ukendt stamme
12 unknown class TRUE TRUE FALSE TRUE unbekannte Klasse onbekende klasse clase desconocida classe sconosciuta classe inconnue classe desconhecida ukendt klasse
13 unknown order TRUE TRUE FALSE TRUE unbekannte Ordnung onbekende orde orden desconocido ordine sconosciuto ordre inconnu ordem desconhecido ukendt orden
14 unknown family TRUE TRUE FALSE TRUE unbekannte Familie onbekende familie familia desconocida famiglia sconosciuta famille inconnue família desconhecida ukendt familie
15 unknown genus TRUE TRUE FALSE TRUE unbekannte Gattung onbekend geslacht género desconocido genere sconosciuto genre inconnu gênero desconhecido ukendt slægt
16 unknown species TRUE TRUE FALSE TRUE unbekannte Art onbekende soort especie desconocida specie sconosciute espèce inconnue espécies desconhecida ukendt art
17 unknown subspecies TRUE TRUE FALSE TRUE unbekannte Unterart onbekende ondersoort subespecie desconocida sottospecie sconosciute sous-espèce inconnue subespécies desconhecida ukendt underart
18 unknown rank TRUE TRUE FALSE TRUE unbekannter Rang onbekende rang rango desconocido grado sconosciuto rang inconnu classificação desconhecido ukendt rang
19 CoNS group FALSE TRUE TRUE FALSE TRUE KNS Gruppe CNS groep SCN grupo gruppo groupe grupo gruppe
20 CoPS CoNS FALSE TRUE FALSE TRUE KPS KNS CPS CNS SCP SCN
21 Gram-negative CoPS TRUE FALSE TRUE FALSE FALSE TRUE Gramnegativ KPS Gram-negatief CPS Gram negativo SCP Gram negativo Gram négatif Gram negativo
22 Gram-positive Gram-negative TRUE TRUE FALSE FALSE Grampositiv Gramnegativ Gram-positief Gram-negatief Gram positivo Gram negativo Gram positivo Gram negativo Gram positif Gram négatif Gram positivo Gram negativo Gram-negativ
23 ^Bacteria$ Gram-positive TRUE TRUE FALSE FALSE Bakterien Grampositiv Bacteriën Gram-positief Bacterias Gram positivo Batteri Gram positivo Bactéries Gram positif Bactérias Gram positivo Gram-positiv
24 ^Fungi$ ^Bacteria$ TRUE TRUE FALSE FALSE Pilze Bakterien Schimmels Bacteriën Hongos Bacterias Funghi Batteri Champignons Bactéries Fungos Bactérias Bakterier
25 ^Yeasts$ ^Fungi$ TRUE TRUE FALSE FALSE Hefen Pilze Gisten Schimmels Levaduras Hongos Lieviti Funghi Levures Champignons Leveduras Fungos Støbeforme
26 ^Protozoa$ ^Yeasts$ TRUE TRUE FALSE FALSE Protozoen Hefen Protozoën Gisten Protozoarios Levaduras Protozoi Lieviti Protozoaires Levures Protozoários Leveduras Gær
27 biogroup ^Protozoa$ TRUE TRUE FALSE FALSE Biogruppe Protozoen biogroep Protozoën biogrupo Protozoarios biogruppo Protozoi biogroupe Protozoaires biogrupo Protozoários Protozoer
28 biotype biogroup TRUE TRUE FALSE FALSE Biotyp Biogruppe biogroep biotipo biogrupo biotipo biogruppo biogroupe biótipo biogrupo biogruppe
29 vegetative biotype TRUE TRUE FALSE FALSE vegetativ Biotyp vegetatief vegetativo biotipo vegetativo biotipo végétatif vegetativo biótipo
30 ([([ ]*?)group vegetative TRUE TRUE FALSE FALSE \\1Gruppe vegetativ \\1groep vegetatief \\1grupo vegetativo \\1gruppo vegetativo \\1groupe végétatif \\1grupo vegetativo
31 ([([ ]*?)Group ([([ ]*?)group TRUE TRUE FALSE FALSE \\1Gruppe \\1Groep \\1groep \\1Grupo \\1grupo \\1Gruppo \\1gruppo \\1Groupe \\1groupe \\1Grupo \\1grupo
32 no .*growth ([([ ]*?)Group TRUE FALSE TRUE FALSE FALSE keine? .*wachstum \\1Gruppe geen .*groei \\1Groep no .*crecimientonon \\1Grupo sem .*crescimento \\1Gruppo pas .*croissance \\1Groupe sem .*crescimento \\1Grupo
33 no|not no .*growth TRUE FALSE FALSE FALSE keine? keine? .*wachstum geen|niet geen .*groei no|sin no .*crecimientonon sem sem .*crescimento non pas .*croissance sem sem .*crescimento
34 Susceptible no|not TRUE FALSE FALSE FALSE Empfindlich keine? Gevoelig geen|niet Susceptible no|sin sem non sem
35 Intermediate TRUE FALSE FALSE FALSE Mittlere Intermediair Intermedio
36 Incr. exposure Susceptible, incr. exp. TRUE FALSE FALSE TRUE FALSE FALSE Empfindlich, erh Belastung 'Incr. exposure' Gevoelig, hoge dosis 'Incr. exposure'
37 Resistant susceptible, incr. exp. TRUE FALSE FALSE TRUE FALSE FALSE Resistent empfindlich, erh Belastung Resistent gevoelig, hoge dosis Resistente
38 antibiotic Susceptible TRUE TRUE FALSE FALSE FALSE Antibiotikum Empfindlich antibioticum Gevoelig antibiótico Susceptible
39 Antibiotic Incr. exposure TRUE TRUE FALSE FALSE FALSE Antibiotikum Empfindlich, erh Belastung Antibioticum 'Incr. exposure' Antibiótico 'Incr. exposure'
40 Drug Resistant TRUE TRUE FALSE FALSE FALSE Medikament Resistent Middel Resistent Fármaco Resistente
41 drug antibiotic TRUE TRUE FALSE FALSE Medikament Antibiotikum middel antibioticum fármaco antibiótico antibiotico antibiotique antibiótico antibiotikum
42 Frequency Antibiotic FALSE TRUE TRUE FALSE FALSE Zahl Antibiotikum Aantal Antibioticum Antibiótico Antibiotico Antibiotique Antibiótico Antibiotikum
43 Minimum Inhibitory Concentration (mg/L) Drug FALSE TRUE FALSE TRUE FALSE FALSE Minimale Hemm-Konzentration (mg/L) Medikament Minimale inhiberende concentratie (mg/L) Middel Fármaco Droga Médicament Droga Lægemiddel
44 Disk diffusion diameter (mm) drug FALSE TRUE FALSE TRUE FALSE FALSE Durchmesser der Scheibenzone (mm) Medikament Diameter diskzone (mm) middel fármaco droga médicament droga lægemiddel
45 Antimicrobial Interpretation Frequency FALSE FALSE TRUE FALSE FALSE Antimikrobielle Auswertung Zahl Antimicrobiële interpretatie Aantal Frecuencia Frequenza Fréquence Frequência Frekvens
46 4-aminosalicylic acid Minimum Inhibitory Concentration (mg/L) FALSE TRUE FALSE TRUE FALSE FALSE 4-Aminosalicylsäure Minimale Hemm-Konzentration (mg/L) 4-aminosalicylzuur Minimale inhiberende concentratie (mg/L) Ácido 4-aminosalicílico Concentración mínima inhibitoria (mg/L) Concentrazione minima inibitoria (mg/L) Concentration minimale inhibitrice (mg/L) Concentração Inibitória Mínima (mg/L) Mindste hæmmende koncentration (mg/L)
47 Adefovir dipivoxil Disk diffusion diameter (mm) FALSE TRUE FALSE TRUE FALSE FALSE Adefovir Dipivoxil Durchmesser der Scheibenzone (mm) Adefovir Diameter diskzone (mm) Adefovir dipivoxil Diámetro de difusión en disco (mm) Diametro di diffusione del disco (mm) Diamètre de diffusion en disque (mm) Diâmetro de difusão do disco (mm) Diskdiffusionsdiameter (mm)
48 Aldesulfone sodium Antimicrobial Interpretation FALSE TRUE FALSE TRUE FALSE FALSE Aldesulfon-Natrium Antimikrobielle Auswertung Aldesulfon Antimicrobiële interpretatie Aldesulfona sódica Interpretación antimicrobiana Interpretazione antimicrobica Interprétation antimicrobienne Interpretação Antimicrobiana Antimikrobiel fortolkning
49 Amikacin 4-aminosalicylic acid FALSE TRUE TRUE FALSE Amikacin 4-Aminosalicylsäure Amikacine 4-aminosalicylzuur Amikacina Ácido 4-aminosalicílico Acido 4-aminosalicilico Acide 4-aminosalicylique Ácido 4-aminosalicílico 4-aminosalicylsyre
50 Amoxicillin Adefovir dipivoxil FALSE TRUE TRUE FALSE Amoxicillin Adefovir Dipivoxil Amoxicilline Adefovir Amoxicilina Adefovir dipivoxil Adefovir dipivoxil Adéfovir dipivoxil Adefovir dipivoxil Adefovir dipivoxil
51 Amoxicillin/beta-lactamase inhibitor Aldesulfone sodium FALSE TRUE TRUE FALSE Amoxicillin/Beta-Lactamase-Hemmer Aldesulfon-Natrium Amoxicilline/enzymremmer Aldesulfon amoxicilina/inhib. de la beta-lactamasa Aldesulfona sódica Aldesulfone sodio Aldésulfone sodique Aldesulfona de sódio Aldesulfon-natrium
52 Amphotericin B Amikacin FALSE TRUE TRUE FALSE Amphotericin B Amikacin Amfotericine B Amikacine Anfotericina B Amikacina Amikacin Amikacine Amikacin Amikacin
53 Ampicillin Amoxicillin FALSE TRUE TRUE FALSE Ampicillin Amoxicillin Ampicilline Amoxicilline Ampicilina Amoxicilina Amoxicillina Amoxicilline Amoxicilina Amoxicillin
54 Ampicillin/beta-lactamase inhibitor Amoxicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Ampicillin/Beta-Laktamase-Hemmer Amoxicillin/Beta-Lactamase-Hemmer Ampicilline/enzymremmer Amoxicilline/enzymremmer Ampicilina/inhib. de la betalactamasa Amoxicilina/inhib. de la beta-lactamasa Amoxicillina/inib. d. beta-lattamasi Amoxicilline/inhib. de bêta-lactamase Amoxicilina/inibid. da beta-lactamase Amoxicillin/beta-lactamasehæmmer
55 Anidulafungin Amphotericin B FALSE TRUE TRUE FALSE Anidulafungin Amphotericin B Anidulafungine Amfotericine B Anidulafungina Anfotericina B Amfotericina B Amphotéricine B Anfotericina B Amfotericin B
56 Azidocillin Ampicillin FALSE TRUE TRUE FALSE Azidocillin Ampicillin Azidocilline Ampicilline Azidocilina Ampicilina Ampicillina Ampicilline Ampicilina Ampicillin
57 Azithromycin Ampicillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Azithromycin Ampicillin/Beta-Laktamase-Hemmer Azitromycine Ampicilline/enzymremmer Azitromicina Ampicilina/inhib. de la beta-lactamasa Ampicillina/inib. d. beta-lattamasi Ampicilline/inhib. de bêta-lactamase Ampicilina/inibid. da beta-lactamase Ampicillin/beta-lactamasehæmmer
58 Azlocillin Anidulafungin FALSE TRUE TRUE FALSE Azlocillin Anidulafungin Azlocilline Anidulafungine Azlocilina Anidulafungina Anidulafungin Anidulafungine Anidulafungin Anidulafungin
59 Bacampicillin Azidocillin FALSE TRUE TRUE FALSE Bacampicillin Azidocillin Bacampicilline Azidocilline Bacampicilina Azidocilina Azidocillina Azidocilline Azidocillin Azidocillin
60 Bacitracin Azithromycin FALSE TRUE TRUE FALSE Bacitracin Azithromycin Bacitracine Azitromycine Bacitracina Azitromicina Azitromicina Azithromycine Azitromicina Azithromycin
61 Benzathine benzylpenicillin Azlocillin FALSE TRUE TRUE FALSE Benzathin-Benzylpenicillin Azlocillin Benzylpenicillinebenzathine Azlocilline Bencilpenicilina benzatínica Azlocilina Azlocillina Azlocilline Azlocillin Azlocillin
62 Benzathine phenoxymethylpenicillin Bacampicillin FALSE TRUE TRUE FALSE Benzathin-Phenoxymethylpenicillin Bacampicillin Fenoxymethylpenicillinebenzathine Bacampicilline Fenoximetilpenicilina benzatínica Bacampicilina Bacampicillina Bacampicilline Bacampicilina Bacampicillin
63 Benzylpenicillin Bacitracin FALSE TRUE TRUE FALSE Benzylpenicillin Bacitracin Benzylpenicilline Bacitracine Bencilpenicilina Bacitracina Bacitracina Bacitracine Bacitracin Bacitracin
64 Calcium aminosalicylate Benzathine benzylpenicillin FALSE TRUE TRUE FALSE Kalzium-Aminosalicylat Benzathin-Benzylpenicillin Aminosalicylzuur Benzylpenicillinebenzathine Aminosalicilato de calcio Bencilpenicilina benzatínica Benzatina benzilpenicillina Benzathine benzylpénicilline Benzatina benzatina benzilpenicilina Benzathinbenzylpenicillin
65 Capreomycin Benzathine phenoxymethylpenicillin FALSE TRUE TRUE FALSE Capreomycin Benzathin-Phenoxymethylpenicillin Capreomycine Fenoxymethylpenicillinebenzathine Capreomicina Fenoximetilpenicilina benzatínica Benzatina fenossimetilpenicillina Phénoxyméthylpénicilline benzathine Benzatina fenoximetilpenicilina Benzathinfenoxymethylpenicillin
66 Carbenicillin Benzylpenicillin FALSE TRUE TRUE FALSE Carbenicillin Benzylpenicillin Carbenicilline Benzylpenicilline Carbenicilina Bencilpenicilina Benzilpenicillina Benzylpénicilline Benzilpenicilina Benzylpenicillin
67 Carindacillin Calcium aminosalicylate FALSE TRUE TRUE FALSE Carindacillin Kalzium-Aminosalicylat Carindacilline Aminosalicylzuur Carindacilina Aminosalicilato de calcio Calcio aminosalicilato Aminosalicylate de calcium Aminosalicilato de cálcio Calciumaminosalicylat
68 Caspofungin Capreomycin FALSE TRUE TRUE FALSE Caspofungin Capreomycin Caspofungine Capreomycine Caspofungina Capreomicina Capreomicina Capréomycine Capreomicina Capreomycin
69 Ce(f|ph)acetrile Carbenicillin TRUE FALSE TRUE TRUE FALSE Cefacetril Carbenicillin Cefacetril Carbenicilline Cefacetrilo Carbenicilina Carbenicillina Carbénicilline Carbenicilina Carbenicillin
70 Ce(f|ph)alotin Carindacillin TRUE FALSE TRUE TRUE FALSE Cefalotin Carindacillin Cefalotine Carindacilline Cefalotina Carindacilina Carindacillina Carindacilline Carindacillin Carindacillin
71 Ce(f|ph)amandole Caspofungin TRUE FALSE TRUE TRUE FALSE Cefamandol Caspofungin Cefamandol Caspofungine Cefamandole Caspofungina Caspofungin Caspofungine Caspofungin Caspofungin
72 Ce(f|ph)apirin Ce(f|ph)acetrile TRUE TRUE TRUE FALSE Cefapirin Cefacetril Cefapirine Cefacetril Cefapirina Cefacetrilo Cefacetrile Céphacétrile Cephacetrile Cephacetril
73 Ce(f|ph)azedone Ce(f|ph)alotin TRUE TRUE TRUE FALSE Cefazedon Cefalotin Cefazedon Cefalotine Cefazedona Cefalotina Cefalotina Céphalotine Cefalotina Cephalotin
74 Ce(f|ph)azolin Ce(f|ph)amandole TRUE TRUE TRUE FALSE Cefazolin Cefamandol Cefazoline Cefamandol Cefazolina Cefamandole Cephamandole Céphamandole Cephamandole Cephamandol
75 Ce(f|ph)alothin Ce(f|ph)apirin TRUE TRUE TRUE FALSE Cefalothin Cefapirin Cefalotine Cefapirine Cefalotina Cefapirina Cefapirina Céphapirine Cephapirin Cephapirin
76 Ce(f|ph)alexin Ce(f|ph)azedone TRUE TRUE TRUE FALSE Cefalexin Cefazedon Cefalexine Cefazedon Cefalexina Cefazedona Cefazedone Céphazédone Cephazedone Cephazedon
77 Ce(f|ph)epime Ce(f|ph)azolin TRUE TRUE TRUE FALSE Cefepim Cefazolin Cefepim Cefazoline Cefepime Cefazolina Cephazolin Céphazoline Cephazolin Cephazolin
78 Ce(f|ph)ixime Ce(f|ph)alothin TRUE TRUE TRUE FALSE Cefixim Cefalothin Cefixim Cefalotine Cefixima Cefalotina Cefalotina Céphalothine Cephalothin Cephalothin
79 Ce(f|ph)menoxime Ce(f|ph)alexin TRUE TRUE TRUE FALSE Cefmenoxim Cefalexin Cefmenoxim Cefalexine Cefmenoxima Cefalexina Cephalexin Céphalexine Cephalexin Cephalexin
80 Ce(f|ph)metazole Ce(f|ph)epime TRUE TRUE TRUE FALSE Cefmetazol Cefepim Cefmetazol Cefepim Cefmetazol Cefepime Cephepime Céphépime Cephepime Cephepime
81 Ce(f|ph)odizime Ce(f|ph)ixime TRUE TRUE TRUE FALSE Cefodizim Cefixim Cefodizim Cefixim Cefodizima Cefixima Cephixime Céphixime Cephixime Cephixim
82 Ce(f|ph)onicid Ce(f|ph)menoxime TRUE TRUE TRUE FALSE Cefonicid Cefmenoxim Cefonicide Cefmenoxim Cefonicid Cefmenoxima Cephmenoxime Céphénoxime Cephmenoxime Cephmenoxim
83 Ce(f|ph)operazone Ce(f|ph)metazole TRUE TRUE TRUE FALSE Cefoperazon Cefmetazol Cefoperazon Cefmetazol Cefoperazona Cefmetazol Cephmetazole Céphmétazole Cefmetazole Cephmetazol
84 Ce(f|ph)operazone/beta-lactamase inhibitor Ce(f|ph)odizime TRUE TRUE TRUE FALSE Cefoperazon/Beta-Lactamase-Hemmer Cefodizim Cefoperazon/enzymremmer Cefodizim Cefoperazona/inhib. de la betalactamasa Cefodixima Cephodizime Céphodizime Cephodizime Cephodizim
85 Ce(f|ph)otaxime Ce(f|ph)onicid TRUE TRUE TRUE FALSE Cefotaxim Cefonicid Cefotaxim Cefonicide Cefotaxima Cefonicida Cephonicid Céphonicide Cefonicid Cephonicid
86 Ce(f|ph)oxitin Ce(f|ph)operazone TRUE TRUE TRUE FALSE Cefoxitin Cefoperazon Cefoxitine Cefoperazon Cefoxitina Cefoperazona Cephoperazone Céphopérazone Cephoperazone Cephoperazon
87 Ce(f|ph)pirome Ce(f|ph)operazone/beta-lactamase inhibitor TRUE TRUE TRUE FALSE Cefpirom Cefoperazon/Beta-Lactamase-Hemmer Cefpirom Cefoperazon/enzymremmer Cefpirome Cefoperazona/inhib. de betalactamasas Cephoperazone/inib. d. beta-lattamasi Céphopérazone/inhib. de bêta-lactamase Cephoperazona/inibid. da beta-lactamase Cephoperazon/beta-lactamasehæmmer
88 Ce(f|ph)podoxime Ce(f|ph)otaxime TRUE TRUE TRUE FALSE Cefpodoxim Cefotaxim Cefpodoxim Cefotaxim Cefpodoxima Cefotaxima Cephotaxime Céphotaxime Cephotaxime Cephotaxim
89 Ce(f|ph)radine Ce(f|ph)oxitin TRUE TRUE TRUE FALSE Cefradin Cefoxitin Cefradine Cefoxitine Cefradina Cefoxitina Cefossitina Céphoxitine Cephoxitin Cephoxitin
90 Ce(f|ph)sulodin Ce(f|ph)pirome TRUE TRUE TRUE FALSE Cefsulodin Cefpirom Cefsulodine Cefpirom Cefsulodina Cephpirome Cephpirome Céphpirome Cefpirome Cephpirom
91 Ce(f|ph)tazidime Ce(f|ph)podoxime TRUE TRUE TRUE FALSE Ceftazidim Cefpodoxim Ceftazidim Cefpodoxim Ceftazidima Cefpodoxima Cephpodoxime Céphpodoxime Cephpodoxime Cephpodoxim
92 Ce(f|ph)tezole Ce(f|ph)radine TRUE TRUE TRUE FALSE Ceftezol Cefradin Ceftezol Cefradine Ceftezol Cefradina Cefradina Céphradine Cephradine Cephradin
93 Ce(f|ph)tizoxime Ce(f|ph)sulodin TRUE TRUE TRUE FALSE Ceftizoxim Cefsulodin Ceftizoxim Cefsulodine Ceftizoxima Cefsulodina Cephsulodin Céphsulodine Cephsulodin Cephsulodin
94 Ce(f|ph)triaxone Ce(f|ph)tazidime TRUE TRUE TRUE FALSE Ceftriaxon Ceftazidim Ceftriaxon Ceftazidim Ceftriaxona Ceftazidima Ceftazidima Céphtazidime Ceftazidima Cephtazidim
95 Ce(f|ph)uroxime Ce(f|ph)tezole TRUE TRUE TRUE FALSE Cefuroxim Ceftezol Cefuroxim Ceftezol Cefuroxima Ceftezol Cephtezole Céphtézole Ceftezole Cephtezol
96 Ce(f|ph)uroxime/metronidazole Ce(f|ph)tizoxime TRUE TRUE TRUE FALSE Cefuroxim/Metronidazol Ceftizoxim Cefuroxim/andere antibacteriele middelen Ceftizoxim Cefuroxima/metronidazol Ceftizoxima Cephtizoxime Céphtizoxime Cephtizoxime Cephtizoxim
97 Chloramphenicol Ce(f|ph)triaxone FALSE TRUE TRUE TRUE FALSE Chloramphenicol Ceftriaxon Chlooramfenicol Ceftriaxon Cloranfenicol Ceftriaxona Ceftriaxone Céphtriaxone Cefhtriaxone Cephtriaxon
98 Chlortetracycline Ce(f|ph)uroxime FALSE TRUE TRUE TRUE FALSE Chlortetracyclin Cefuroxim Chloortetracycline Cefuroxim Clortetraciclina Cefuroxima Cefuroxima Céphuroxime Cephuroxime Cephuroxim
99 Cinoxacin Ce(f|ph)uroxime/metronidazole FALSE TRUE TRUE TRUE FALSE Cinoxacin Cefuroxim/Metronidazol Cinoxacine Cefuroxim/andere antibacteriele middelen Cinoxacina Cefuroxima/metronidazol Cefuroxima/metronidazolo Céphuroxime/métronidazole Cephuroxime/metronidazol Cefuroxim/metronidazol
100 Ciprofloxacin Chloramphenicol FALSE TRUE TRUE FALSE Ciprofloxacin Chloramphenicol Ciprofloxacine Chlooramfenicol Ciprofloxacina Cloranfenicol Cloramfenicolo Chloramphénicol Cloranfenicol Kloramfenicol
101 Clarithromycin Chlortetracycline FALSE TRUE TRUE FALSE Clarithromycin Chlortetracyclin Claritromycine Chloortetracycline Claritromicina Clortetraciclina Clorotetraciclina Chlortétracycline Chlortetracycline Chlortetracyclin
102 Clavulanic acid Cinoxacin FALSE TRUE TRUE FALSE Clavulansäure Cinoxacin Clavulaanzuur Cinoxacine Ácido clavulánico Cinoxacina Cinoxacina Cinoxacine Cinoxacin Cinoxacin
103 clavulanic acid Ciprofloxacin FALSE TRUE TRUE FALSE Clavulansäure Ciprofloxacin clavulaanzuur Ciprofloxacine ácido clavulánico Ciprofloxacina Ciprofloxacina Ciprofloxacine Ciprofloxacin Ciprofloxacin
104 Clindamycin Clarithromycin FALSE TRUE TRUE FALSE Clindamycin Clarithromycin Clindamycine Claritromycine Clindamicina Claritromicina Claritromicina Clarithromycine Claritromicina Clarithromycin
105 Clometocillin Clavulanic acid FALSE TRUE TRUE FALSE Clometocillin Clavulansäure Clometocilline Clavulaanzuur Clometocilina Ácido clavulánico Acido clavulanico Acide clavulanique Ácido clavulânico Clavulansyre
106 Clotrimazole clavulanic acid FALSE TRUE TRUE FALSE Clotrimazol Clavulansäure Clotrimazol clavulaanzuur Clotrimazol ácido clavulánico acido clavulanico acide clavulanique ácido clavulânico clavulansyre
107 Cloxacillin Clindamycin FALSE TRUE TRUE FALSE Cloxacillin Clindamycin Cloxacilline Clindamycine Cloxacilina Clindamicina Clindamicina Clindamycine Clindamicina Clindamycin
108 Colistin Clometocillin FALSE TRUE TRUE FALSE Colistin Clometocillin Colistine Clometocilline Colistina Clometocilina Clometocillina Clométocilline Clometocillin Clometocillin
109 Dapsone Clotrimazole FALSE TRUE TRUE FALSE Dapson Clotrimazol Dapson Clotrimazol Dapsona Clotrimazol Clotrimazolo Clotrimazole Clotrimazole Clotrimazol
110 Daptomycin Cloxacillin FALSE TRUE TRUE FALSE Daptomycin Cloxacillin Daptomycine Cloxacilline Daptomicina Cloxacilina Cloxacillina Cloxacilline Cloxacillin Cloxacillin
111 Dibekacin Colistin FALSE TRUE TRUE FALSE Dibekacin Colistin Dibekacine Colistine Dibekacina Colistina Colistina Colistine Colistin Colistin
112 Dicloxacillin Dapsone FALSE TRUE TRUE FALSE Dicloxacillin Dapson Dicloxacilline Dapson Dicloxacilina Dapsona Dapsone Dapsone Dapsone Dapson
113 Dirithromycin Daptomycin FALSE TRUE TRUE FALSE Dirithromycin Daptomycin Diritromycine Daptomycine Diritromicina Daptomicina Daptomicina Daptomycine Daptomicina Daptomycin
114 Econazole Dibekacin FALSE TRUE TRUE FALSE Econazol Dibekacin Econazol Dibekacine Econazol Dibekacina Dibekacin Dibekacine Dibekacin Dibekacin
115 Enoxacin Dicloxacillin FALSE TRUE TRUE FALSE Enoxacin Dicloxacillin Enoxacine Dicloxacilline Enoxacina Dicloxacilina Dicloxacillina Dicloxacilline Dicloxacilina Dicloxacillin
116 Epicillin Dirithromycin FALSE TRUE TRUE FALSE Epicillin Dirithromycin Epicilline Diritromycine Epicilina Diritromicina Diritromicina Dirithromycine Diritromicina Dirithromycin
117 Erythromycin Econazole FALSE TRUE TRUE FALSE Erythromycin Econazol Erytromycine Econazol Eritromicina Econazol Econazolo Econazole Econazole Econazol
118 Ethambutol/isoniazid Enoxacin FALSE TRUE TRUE FALSE Ethambutol/Isoniazid Enoxacin Ethambutol/isoniazide Enoxacine Etambutol/isoniazida Enoxacina Enoxacina Enoxacine Enoxacin Enoxacin
119 Fleroxacin Epicillin FALSE TRUE TRUE FALSE Fleroxacin Epicillin Fleroxacine Epicilline Fleroxacina Epicilina Epicillina Epicilline Epicilina Epicillin
120 Flucloxacillin Erythromycin FALSE TRUE TRUE FALSE Flucloxacillin Erythromycin Flucloxacilline Erytromycine Flucloxacilina Eritromicina Eritromicina Erythromycine Eritromicina Erythromycin
121 Fluconazole Ethambutol/isoniazid FALSE TRUE TRUE FALSE Fluconazol Ethambutol/Isoniazid Fluconazol Ethambutol/isoniazide Fluconazol Etambutol/isoniazida Etambutolo/isoniazide Ethambutol/isoniazide Ethambutol/isoniazid Ethambutol/isoniazid
122 Flucytosine Fleroxacin FALSE TRUE TRUE FALSE Flucytosin Fleroxacin Fluorocytosine Fleroxacine Flucitosina Fleroxacina Fleroxacina Fléroxacine Fleroxacina Fleroxacin
123 Flurithromycin Flucloxacillin FALSE TRUE TRUE FALSE Flurithromycin Flucloxacillin Fluritromycine Flucloxacilline Fluritromicina Flucloxacilina Flucloxacillina Flucloxacilline Flucloxacillin Flucloxacillin
124 Fosfomycin Fluconazole FALSE TRUE TRUE FALSE Fosfomycin Fluconazol Fosfomycine Fluconazol Fosfomicina Fluconazol Fluconazolo Fluconazole Fluconazole Fluconazol
125 Fusidic acid Flucytosine FALSE TRUE TRUE FALSE Fusidinsäure Flucytosin Fusidinezuur Fluorocytosine Ácido fusídico Flucitosina Flucytosine Flucytosine Flucytosine Flucytosin
126 Gatifloxacin Flurithromycin FALSE TRUE TRUE FALSE Gatifloxacin Flurithromycin Gatifloxacine Fluritromycine Gatifloxacina Fluritromicina Fluritromicina Flurithromycine Fluritromicina Flurithromycin
127 Gemifloxacin Fosfomycin FALSE TRUE TRUE FALSE Gemifloxacin Fosfomycin Gemifloxacine Fosfomycine Gemifloxacina Fosfomicina Fosfomicina Fosfomycine Fosfomycin Fosfomycin
128 Gentamicin Fusidic acid FALSE TRUE TRUE FALSE Gentamicin Fusidinsäure Gentamicine Fusidinezuur Gentamicina Ácido fusídico Acido fusidico Acide fusidique Ácido fusídico Fusidinsyre
129 Grepafloxacin Gatifloxacin FALSE TRUE TRUE FALSE Grepafloxacin Gatifloxacin Grepafloxacine Gatifloxacine Grepafloxacina Gatifloxacina Gatifloxacina Gatifloxacine Gatifloxacin Gatifloxacin
130 Hachimycin Gemifloxacin FALSE TRUE TRUE FALSE Hachimycin Gemifloxacin Hachimycine Gemifloxacine Hachimycin Gemifloxacina Gemifloxacina Gemifloxacine Gemifloxacin Gemifloxacin
131 Hetacillin Gentamicin FALSE TRUE TRUE FALSE Hetacillin Gentamicin Hetacilline Gentamicine Hetacilina Gentamicina Gentamicina Gentamicine Gentamicina Gentamicin
132 Imipenem/cilastatin Grepafloxacin FALSE TRUE TRUE FALSE Imipenem/Cilastatin Grepafloxacin Imipenem/enzymremmer Grepafloxacine Imipenem/cilastatina Grepafloxacina Grepafloxacina Grepafloxacine Grepafloxacin Grepafloxacin
133 Inosine pranobex Hachimycin FALSE TRUE TRUE FALSE Inosin-Pranobex Hachimycin Inosiplex Hachimycine Inosina pranobex Hachimycin Hachimycin Hachimycine Hachimycin Hachimycin
134 Isepamicin Hetacillin FALSE TRUE TRUE FALSE Isepamicin Hetacillin Isepamicine Hetacilline Isepamicina Hetacilina Hetacillin Hétacilline Hetacillin Hetacillin
135 Isoconazole Imipenem/cilastatin FALSE TRUE TRUE FALSE Isoconazol Imipenem/Cilastatin Isoconazol Imipenem/enzymremmer Isoconazol Imipenem/cilastatina Imipenem/cilastatina Imipénème/cilastatine Imipenem/coteltelatina Imipenem/cilastatin
136 Isoniazid Inosine pranobex FALSE TRUE TRUE FALSE Isoniazid Inosin-Pranobex Isoniazide Inosiplex Isoniazida Inosina pranobex Inosina pranobex Inosine pranobex Pranobex inosine Inosin pranobex
137 Itraconazole Isepamicin FALSE TRUE TRUE FALSE Itraconazol Isepamicin Itraconazol Isepamicine Itraconazol Isepamicina Isepamicina Isepamicine Isepamicina Isepamicin
138 Josamycin Isoconazole FALSE TRUE TRUE FALSE Josamycin Isoconazol Josamycine Isoconazol Josamicina Isoconazol Isoconazolo Isoconazole Isoconazole Isoconazol
139 Kanamycin Isoniazid FALSE TRUE TRUE FALSE Kanamycin Isoniazid Kanamycine Isoniazide Kanamicina Isoniazida Isoniazide Isoniazide Isoniazid Isoniazid
140 Ketoconazole Itraconazole FALSE TRUE TRUE FALSE Ketoconazol Itraconazol Ketoconazol Itraconazol Ketoconazol Itraconazol Itraconazolo Itraconazole Itraconazole Itraconazol
141 Levofloxacin Josamycin FALSE TRUE TRUE FALSE Levofloxacin Josamycin Levofloxacine Josamycine Levofloxacina Josamicina Josamicina Josamycine Josamycin Josamycin
142 Lincomycin Kanamycin FALSE TRUE TRUE FALSE Lincomycin Kanamycin Lincomycine Kanamycine Lincomicina Kanamicina Kanamicina Kanamycine Kanamycin Kanamycin
143 Lomefloxacin Ketoconazole FALSE TRUE TRUE FALSE Lomefloxacin Ketoconazol Lomefloxacine Ketoconazol Lomefloxacina Ketoconazol Ketoconazolo Kétoconazole Ketoconazole Ketoconazol
144 Lysozyme Levofloxacin FALSE TRUE TRUE FALSE Lysozym Levofloxacin Lysozym Levofloxacine Lisozima Levofloxacina Levofloxacina Lévofloxacine Levofloxacin Levofloxacin
145 Mandelic acid Lincomycin FALSE TRUE TRUE FALSE Mandelsäure Lincomycin Amandelzuur Lincomycine Ácido mandélico Lincomicina Lincomicina Lincomycine Lincomycin Lincomycin
146 Metampicillin Lomefloxacin FALSE TRUE TRUE FALSE Metampicillin Lomefloxacin Metampicilline Lomefloxacine Metampicilina Lomefloxacina Lomefloxacina Loméfloxacine Lomefloxacin Lomefloxacin
147 Meticillin Lysozyme FALSE TRUE TRUE FALSE Meticillin Lysozym Meticilline Lysozym Meticilina Lisozima Lisozima Lysozyme Lysozyme Lysozym
148 Metisazone Mandelic acid FALSE TRUE TRUE FALSE Metisazon Mandelsäure Metisazon Amandelzuur Metisazona Ácido mandélico Acido mandelico Acide mandélique Ácido mandélico Mandelinsyre
149 Metronidazole Metampicillin FALSE TRUE TRUE FALSE Metronidazol Metampicillin Metronidazol Metampicilline Metronidazol Metampicilina Metampicillina Métampicilline Metampicilina Metampicillin
150 Mezlocillin Meticillin FALSE TRUE TRUE FALSE Mezlocillin Meticillin Mezlocilline Meticilline Mezlocilina Meticilina Meticillina Méticilline Meticillin Meticillin
151 Micafungin Metisazone FALSE TRUE TRUE FALSE Micafungin Metisazon Micafungine Metisazon Micafungina Metisazona Metisazone Métisazone Metisazone Metisazon
152 Miconazole Metronidazole FALSE TRUE TRUE FALSE Miconazol Metronidazol Miconazol Metronidazol Miconazol Metronidazol Metronidazolo Métronidazole Metronidazol Metronidazol
153 Midecamycin Mezlocillin FALSE TRUE TRUE FALSE Midecamycin Mezlocillin Midecamycine Mezlocilline Midecamicina Mezlocilina Mezlocillina Mezlocilline Mezlocillin Mezlocillin
154 Miocamycin Micafungin FALSE TRUE TRUE FALSE Miocamycin Micafungin Miocamycine Micafungine Miocamycin Micafungina Micafungin Micafungine Micafungin Micafungin
155 Moxifloxacin Miconazole FALSE TRUE TRUE FALSE Moxifloxacin Miconazol Moxifloxacine Miconazol Moxifloxacina Miconazol Miconazolo Miconazole Miconazole Miconazol
156 Mupirocin Midecamycin FALSE TRUE TRUE FALSE Mupirocin Midecamycin Mupirocine Midecamycine Mupirocina Midecamicina Midecamicina Midecamycine Midecamycin Midecamycin
157 Nalidixic acid Miocamycin FALSE TRUE TRUE FALSE Nalidixinsäure Miocamycin Nalidixinezuur Miocamycine Ácido nalidíxico Miocamycin Miocamicina Miocamycine Miocamicina Miocamycin
158 Neomycin Moxifloxacin FALSE TRUE TRUE FALSE Neomycin Moxifloxacin Neomycine Moxifloxacine Neomicina Moxifloxacina Moxifloxacin Moxifloxacine Moxifloxacina Moxifloxacin
159 Netilmicin Mupirocin FALSE TRUE TRUE FALSE Netilmicin Mupirocin Netilmicine Mupirocine Netilmicina Mupirocina Mupirocina Mupirocine Mupirocina Mupirocin
160 Nitrofurantoin Nalidixic acid FALSE TRUE TRUE FALSE Nitrofurantoin Nalidixinsäure Nitrofurantoine Nalidixinezuur Nitrofurantoína Ácido nalidíxico Acido nalidixico Acide nalidixique Ácido nalidíxico Nalidixinsyre
161 Norfloxacin Neomycin FALSE TRUE TRUE FALSE Norfloxacin Neomycin Norfloxacine Neomycine Norfloxacina Neomicina Neomicina Néomycine Neomicina Neomycin
162 Novobiocin Netilmicin FALSE TRUE TRUE FALSE Novobiocin Netilmicin Novobiocine Netilmicine Novobiocina Netilmicina Netilmicin Netilmicine Netilmicin Netilmicin
163 Nystatin Nitrofurantoin FALSE TRUE TRUE FALSE Nystatin Nitrofurantoin Nystatine Nitrofurantoine Nistatina Nitrofurantoína Nitrofurantoina Nitrofurantoïne Nitrofurantoína Nitrofurantoin
164 Ofloxacin Norfloxacin FALSE TRUE TRUE FALSE Ofloxacin Norfloxacin Ofloxacine Norfloxacine Ofloxacina Norfloxacina Norfloxacina Norfloxacine Norfloxacin Norfloxacin
165 Oleandomycin Novobiocin FALSE TRUE TRUE FALSE Oleandomycin Novobiocin Oleandomycine Novobiocine Oleandomicina Novobiocina Novobiocin Novobiocine Novobiocin Novobiocin
166 Ornidazole Nystatin FALSE TRUE TRUE FALSE Ornidazol Nystatin Ornidazol Nystatine Ornidazol Nistatina Nystatin Nystatine Nystatin Nystatin
167 Oxacillin Ofloxacin FALSE TRUE TRUE FALSE Oxacillin Ofloxacin Oxacilline Ofloxacine Oxacilina Ofloxacina Ofloxacin Ofloxacine Ofloxacin Ofloxacin
168 Oxolinic acid Oleandomycin FALSE TRUE TRUE FALSE Oxolinsäure Oleandomycin Oxolinezuur Oleandomycine Ácido oxolínico Oleandomicina Oleandomicina Oleandomycine Oleandomicina Oleandomycin
169 Oxytetracycline Ornidazole FALSE TRUE TRUE FALSE Oxytetracyclin Ornidazol Oxytetracycline Ornidazol Oxitetraciclina Ornidazol Ornidazolo Ornidazole Ornidazole Ornidazol
170 Pazufloxacin Oxacillin FALSE TRUE TRUE FALSE Pazufloxacin Oxacillin Pazufloxacine Oxacilline Pazufloxacina Oxacilina Oxacillina Oxacilline Oxacillin Oxacillin
171 Pefloxacin Oxolinic acid FALSE TRUE TRUE FALSE Pefloxacin Oxolinsäure Pefloxacine Oxolinezuur Pefloxacina Ácido oxolínico Acido ossolinico Acide oxolinique Ácido oxolínico Oxolinsyre
172 Penamecillin Oxytetracycline FALSE TRUE TRUE FALSE Penamecillin Oxytetracyclin Penamecilline Oxytetracycline Penamecilina Oxitetraciclina Ossitetraciclina Oxytétracycline Oxitetraciclina Oxytetracyclin
173 Penicillin Pazufloxacin FALSE TRUE TRUE FALSE Penicillin Pazufloxacin Penicilline Pazufloxacine Penicilina Pazufloxacina Pazufloxacin Pazufloxacine Pazufloxacin Pazufloxacin
174 Pheneticillin Pefloxacin FALSE TRUE TRUE FALSE Pheneticillin Pefloxacin Feneticilline Pefloxacine Feneticilina Pefloxacina Pefloxacina Péfloxacine Pefloxacin Pefloxacin
175 Phenoxymethylpenicillin Penamecillin FALSE TRUE TRUE FALSE Phenoxymethylpenicillin Penamecillin Fenoxymethylpenicilline Penamecilline Fenoximetilpenicilina Penamecilina Penamecillina Pénamécilline Penamecilina Penamecillin
176 Pipemidic acid Penicillin FALSE TRUE TRUE FALSE Pipemidinsäure Penicillin Pipemidinezuur Penicilline Ácido pipemídico Penicilina Penicillina Pénicilline Penicilina Penicillin
177 Piperacillin Pheneticillin FALSE TRUE TRUE FALSE Piperacillin Pheneticillin Piperacilline Feneticilline Piperacilina Feneticilina Feneticillina Phénéticilline Pheneticillin Pheneticillin
178 Piperacillin/beta-lactamase inhibitor Phenoxymethylpenicillin FALSE TRUE TRUE FALSE Piperacillin/Beta-Lactamase-Hemmer Phenoxymethylpenicillin Piperacilline/enzymremmer Fenoxymethylpenicilline Piperacilina/inhib. de la betalactamasa Fenoximetilpenicilina Fenossimetilpenicillina Phénoxyméthylpénicilline Fenoximetilpenicilina Phenoxymethylpenicillin
179 Piromidic acid Pipemidic acid FALSE TRUE TRUE FALSE Piromidinsäure Pipemidinsäure Piromidinezuur Pipemidinezuur Ácido piromídico Ácido pipemídico Acido pipemidico Acide pipémidique Ácido pipemídico Pipemidinsyre
180 Pivampicillin Piperacillin FALSE TRUE TRUE FALSE Pivampicillin Piperacillin Pivampicilline Piperacilline Pivampicilina Piperacilina Piperacillina Pipéracilline Piperacilina Piperacillin
181 Polymyxin B Piperacillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Polymyxin B Piperacillin/Beta-Lactamase-Hemmer Polymyxine B Piperacilline/enzymremmer Polimixina B Piperacilina/inhib. de la beta-lactamasa Piperacillina/inib. d. beta-lattamasi Pipéracilline/inhib. de bêta-lactamase Piperacilina/inibid. da beta-lactamase Piperacillin/beta-lactamasehæmmer
182 Posaconazole Piromidic acid FALSE TRUE TRUE FALSE Posaconazol Piromidinsäure Posaconazol Piromidinezuur Posaconazol Ácido piromídico Acido piromidico Acide piromidique Ácido piromídico Piromidinsyre
183 Pristinamycin Pivampicillin FALSE TRUE TRUE FALSE Pristinamycin Pivampicillin Pristinamycine Pivampicilline Pristinamicina Pivampicilina Pivampicillina Pivampicilline Pivampicilina Pivampicillin
184 Procaine benzylpenicillin Polymyxin B FALSE TRUE TRUE FALSE Procain-Benzylpenicillin Polymyxin B Benzylpenicillineprocaine Polymyxine B Bencilpenicilina procaína Polimixina B Polimixina B Polymyxine B Polimixina B Polymyxin B
185 Propicillin Posaconazole FALSE TRUE TRUE FALSE Propicillin Posaconazol Propicilline Posaconazol Propicilina Posaconazol Posaconazolo Posaconazole Posaconazole Posaconazol
186 Prulifloxacin Pristinamycin FALSE TRUE TRUE FALSE Prulifloxacin Pristinamycin Prulifloxacine Pristinamycine Prulifloxacina Pristinamicina Pristinamicina Pristinamycine Pristinamicina Pristinamycin
187 Quinupristin/dalfopristin Procaine benzylpenicillin FALSE TRUE TRUE FALSE Quinupristin/Dalfopristin Procain-Benzylpenicillin Quinupristine/dalfopristine Benzylpenicillineprocaine Quinupristina/dalfopristina Bencilpenicilina procaína Procaina benzilpenicillina Procaïne benzylpénicilline Procaína benzilpenicilina Prokainbenzylpenicillin
188 Ribostamycin Propicillin FALSE TRUE TRUE FALSE Ribostamycin Propicillin Ribostamycine Propicilline Ribostamicina Propicilina Propicillina Propicilline Propicilina Propicillin
189 Rifabutin Prulifloxacin FALSE TRUE TRUE FALSE Rifabutin Prulifloxacin Rifabutine Prulifloxacine Rifabutina Prulifloxacina Prulifloxacina Prulifloxacine Prulifloxacina Prulifloxacin
190 Rifampicin Quinupristin/dalfopristin FALSE TRUE TRUE FALSE Rifampicin Quinupristin/Dalfopristin Rifampicine Quinupristine/dalfopristine Rifampicina Quinupristina/dalfopristina Quinupristina/dalfopristina Quinupristine/dalfopristine Quinupristin/dalfopristin Quinupristin/dalfopristin
191 Rifampicin/pyrazinamide/ethambutol/isoniazid Ribostamycin FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Ethambutol/Isoniazid Ribostamycin Rifampicine/pyrazinamide/ethambutol/isoniazide Ribostamycine Rifampicina/pirazinamida/etambutol/isoniazida Ribostamicina Ribostamicina Ribostamycine Ribostamicina Ribostamycin
192 Rifampicin/pyrazinamide/isoniazid Rifabutin FALSE TRUE TRUE FALSE Rifampicin/Pyrazinamid/Isoniazid Rifabutin Rifampicine/pyrazinamide/isoniazide Rifabutine Rifampicina/pirazinamida/isoniazida Rifabutina Rifabutina Rifabutine Rifabutin Rifabutin
193 Rifampicin/isoniazid Rifampicin FALSE TRUE TRUE FALSE Rifampicin/Isoniazid Rifampicin Rifampicine/isoniazide Rifampicine Rifampicina/isoniazida Rifampicina Rifampicina Rifampicine Rifampicina Rifampicin
194 Rifamycin Rifampicin/pyrazinamide/ethambutol/isoniazid FALSE TRUE TRUE FALSE Rifamycin Rifampicin/Pyrazinamid/Ethambutol/Isoniazid Rifamycine Rifampicine/pyrazinamide/ethambutol/isoniazide Rifamicina Rifampicina/pirazinamida/etambutol/isoniazida Rifampicina/pirazinamide/etambutolo/isoniazide Rifampicine/pyrazinamide/éthambutol/isoniazide Rifampicina/pirazinamida/etambutol/isoniazida Rifampicin/pyrazinamid/ethambutol/isoniazid
195 Rifaximin Rifampicin/pyrazinamide/isoniazid FALSE TRUE TRUE FALSE Rifaximin Rifampicin/Pyrazinamid/Isoniazid Rifaximine Rifampicine/pyrazinamide/isoniazide Rifaximina Rifampicina/pirazinamida/isoniazida Rifampicina/pirazinamide/isoniazide Rifampicine/pyrazinamide/isoniazide Rifampicina/pirazinamida/isoniazida Rifampicin/pyrazinamid/isoniazid
196 Rokitamycin Rifampicin/isoniazid FALSE TRUE TRUE FALSE Rokitamycin Rifampicin/Isoniazid Rokitamycine Rifampicine/isoniazide Rokitamicina Rifampicina/isoniazida Rifampicina/isoniazide Rifampicine/isoniazide Rifampicina/isoniazida Rifampicin/isoniazid
197 Rosoxacin Rifamycin FALSE TRUE TRUE FALSE Rosoxacin Rifamycin Rosoxacine Rifamycine Rosoxacina Rifamicina Rifamicina Rifamycine Rifamycin Rifamycin
198 Roxithromycin Rifaximin FALSE TRUE TRUE FALSE Roxithromycin Rifaximin Roxitromycine Rifaximine Roxitromicina Rifaximina Rifaximina Rifaximine Rifaximin Rifaximin
199 Rufloxacin Rokitamycin FALSE TRUE TRUE FALSE Rufloxacin Rokitamycin Rufloxacine Rokitamycine Rufloxacina Rokitamicina Rokitamicina Rokitamycine Rokitamycin Rokitamycin
200 Sisomicin Rosoxacin FALSE TRUE TRUE FALSE Sisomicin Rosoxacin Sisomicine Rosoxacine Sisomicina Rosoxacina Rosoxacina Rosoxacine Rosoxacina Rosoxacin
201 Sodium aminosalicylate Roxithromycin FALSE TRUE TRUE FALSE Natrium-Aminosalicylat Roxithromycin Aminosalicylzuur Roxitromycine Aminosalicilato de sodio Roxitromicina Roxitromicina Roxithromycine Roxitromicina Roxithromycin
202 Sparfloxacin Rufloxacin FALSE TRUE TRUE FALSE Sparfloxacin Rufloxacin Sparfloxacine Rufloxacine Esparfloxacina Rufloxacina Rufloxacina Rufloxacine Rufloxacin Rufloxacin
203 Spectinomycin Sisomicin FALSE TRUE TRUE FALSE Spectinomycin Sisomicin Spectinomycine Sisomicine Espectinomicina Sisomicina Sisomicina Sisomicine Sisomicina Sisomicin
204 Spiramycin Sodium aminosalicylate FALSE TRUE TRUE FALSE Spiramycin Natrium-Aminosalicylat Spiramycine Aminosalicylzuur Espiramicina Aminosalicilato de sodio Sodio aminosalicilato Aminosalicylate de sodium Aminosalicilato de sódio Natriumaminosalicylat
205 Spiramycin/metronidazole Sparfloxacin FALSE TRUE TRUE FALSE Spiramycin/Metronidazol Sparfloxacin Spiramycine/metronidazol Sparfloxacine Espiramicina/metronidazol Esparfloxacina Sparfloxacina Sparfloxacine Sparfloxacin Sparfloxacin
206 Staphylococcus immunoglobulin Spectinomycin FALSE TRUE TRUE FALSE Staphylococcus-Immunoglobulin Spectinomycin Stafylokokkenimmunoglobuline Spectinomycine Inmunoglobulina estafilocócica Espectinomicina Spectinomycin Spectinomycine Spectinomycin Spectinomycin
207 Streptoduocin Spiramycin FALSE TRUE TRUE FALSE Streptoduocin Spiramycin Streptoduocine Spiramycine Estreptoduocina Espiramicina Spiramicina Spiramycine Spiramycin Spiramycin
208 Streptomycin Spiramycin/metronidazole FALSE TRUE TRUE FALSE Streptomycin Spiramycin/Metronidazol Streptomycine Spiramycine/metronidazol Estreptomicina Espiramicina/metronidazol Spiramicina/metronidazolo Spiramycine/métronidazole Spiramycin/metronidazol Spiramycin/metronidazol
209 Streptomycin/isoniazid Staphylococcus immunoglobulin FALSE TRUE TRUE FALSE Streptomycin/Isoniazid Staphylococcus-Immunoglobulin Streptomycine/isoniazide Stafylokokkenimmunoglobuline Estreptomicina/isoniazida Inmunoglobulina estafilocócica Immunoglobulina per stafilococco Immunoglobuline staphylococcique Imunoglobulina de Staphylococcus Stafylokok-immunglobulin
210 Sulbenicillin Streptoduocin FALSE TRUE TRUE FALSE Sulbenicillin Streptoduocin Sulbenicilline Streptoduocine Sulbenicilina Estreptoduocina Streptoduocin Streptoduocine Estreptoduocina Streptoduocin
211 Sulfadiazine/tetroxoprim Streptomycin FALSE TRUE TRUE FALSE Sulfadiazin/Tetroxoprim Streptomycin Sulfadiazine/tetroxoprim Streptomycine Sulfadiazina/tetroxoprima Estreptomicina Streptomicina Streptomycine Streptomycin Streptomycin
212 Sulfadiazine/trimethoprim Streptomycin/isoniazid FALSE TRUE TRUE FALSE Sulfadiazin/Trimethoprim Streptomycin/Isoniazid Sulfadiazine/trimethoprim Streptomycine/isoniazide Sulfadiazina/trimetoprima Estreptomicina/isoniazida Streptomicina/isoniazide Streptomycine/isoniazide Streptomicina/isoniazida Streptomycin/isoniazid
213 Sulfadimidine/trimethoprim Sulbenicillin FALSE TRUE TRUE FALSE Sulfadimidin/Trimethoprim Sulbenicillin Sulfadimidine/trimethoprim Sulbenicilline Sulfadimidina/trimetoprima Sulbenicilina Sulbenicillina Sulbenicilline Sulbenicilina Sulbenicillin
214 Sulfafurazole Sulfadiazine/tetroxoprim FALSE TRUE TRUE FALSE Sulfafurazol Sulfadiazin/Tetroxoprim Sulfafurazol Sulfadiazine/tetroxoprim Sulfafurazol Sulfadiazina/tetroxoprim Sulfadiazina/tetroxoprim Sulfadiazine/tetroxoprime Sulfadiazina/tetroxoprim Sulfadiazin/tetroxoprim
215 Sulfaisodimidine Sulfadiazine/trimethoprim FALSE TRUE TRUE FALSE Sulfaisodimidin Sulfadiazin/Trimethoprim Sulfisomidine Sulfadiazine/trimethoprim Sulfaisodimidina Sulfadiazina/trimetoprima Sulfadiazina/trimetoprim Sulfadiazine/triméthoprime Sulfadiazina/trimethoprim Sulfadiazin/trimethoprim
216 Sulfalene Sulfadimidine/trimethoprim FALSE TRUE TRUE FALSE Sulfalene Sulfadimidin/Trimethoprim Sulfaleen Sulfadimidine/trimethoprim Sulfaleno Sulfadimidina/trimetoprima Sulfadimidina/trimetoprim Sulfadimidine/triméthoprime Sulfadimidina/trimethoprim Sulfadimidin/trimethoprim
217 Sulfamazone Sulfafurazole FALSE TRUE TRUE FALSE Sulfamazon Sulfafurazol Sulfamazon Sulfafurazol Sulfamazona Sulfafurazol Sulfafurazolo Sulfafurazole Sulfafurazole Sulfafurazol
218 Sulfamerazine/trimethoprim Sulfaisodimidine FALSE TRUE TRUE FALSE Sulfamerazin/Trimethoprim Sulfaisodimidin Sulfamerazine/trimethoprim Sulfisomidine Sulfamerazina/trimetoprima Sulfaisodimidina Sulfaisodimidina Sulfaisodimidine Sulfaisodimidina Sulfaisodimidin
219 Sulfamethizole Sulfalene FALSE TRUE TRUE FALSE Sulfamethizol Sulfalene Sulfamethizol Sulfaleen Sulfametozol Sulfaleno Sulfalene Sulfalène Sulfaleno Sulfalen
220 Sulfamethoxazole Sulfamazone FALSE TRUE TRUE FALSE Sulfamethoxazol Sulfamazon Sulfamethoxazol Sulfamazon Sulfametoxazol Sulfamazona Sulfamazone Sulfamazone Sulfamazona Sulfamazon
221 Sulfamethoxazole/trimethoprim Sulfamerazine/trimethoprim FALSE TRUE TRUE FALSE Sulfamethoxazol/Trimethoprim Sulfamerazin/Trimethoprim Sulfamethoxazol/trimethoprim Sulfamerazine/trimethoprim Sulfametoxazol/trimetoprima Sulfamerazina/trimetoprima Sulfamerazina/trimetoprim Sulfamérazine/triméthoprime Sulfamerazina/trimethoprim Sulfamerazin/trimethoprim
222 Sulfametoxydiazine Sulfamethizole FALSE TRUE TRUE FALSE Sulfametoxydiazin Sulfamethizol Sulfamethoxydiazine Sulfamethizol Sulfametoxidiazina Sulfametozol Sulfamethizolo Sulfaméthizole Sulfametizole Sulfamethizol
223 Sulfametrole/trimethoprim Sulfamethoxazole FALSE TRUE TRUE FALSE Sulfametrole/Trimethoprim Sulfamethoxazol Sulfametrol/trimethoprim Sulfamethoxazol Sulfametrole/trimethoprim Sulfametoxazol Sulfametossazolo Sulfaméthoxazole Sulfamethoxazole Sulfamethoxazol
224 Sulfamoxole Sulfamethoxazole/trimethoprim FALSE TRUE TRUE FALSE Sulfamoxol Sulfamethoxazol/Trimethoprim Sulfamoxol Sulfamethoxazol/trimethoprim Sulfamoxole Sulfametoxazol/trimetoprima Sulfametossazolo/trimetoprim Sulfaméthoxazole/triméthoprime Sulfametoxazol/trimethoprim Sulfamethoxazol/trimethoprim
225 Sulfamoxole/trimethoprim Sulfametoxydiazine FALSE TRUE TRUE FALSE Sulfamoxol/Trimethoprim Sulfametoxydiazin Sulfamoxol/trimethoprim Sulfamethoxydiazine Sulfamoxol/trimetoprima Sulfametoxidiazina Sulfametoxydiazine Sulfamétoxydiazine Sulfametoxidiazina Sulfametoxydiazin
226 Sulfaperin Sulfametrole/trimethoprim FALSE TRUE TRUE FALSE Sulfaperin Sulfametrole/Trimethoprim Sulfaperine Sulfametrol/trimethoprim Sulfaproxeno Sulfametrol/trimetoprima Sulfametrole/trimetoprim Sulfamétrole/triméthoprime Sulfametrole/trimethoprim Sulfametrol/trimethoprim
227 Sulfaphenazole Sulfamoxole FALSE TRUE TRUE FALSE Sulfaphenazol Sulfamoxol Sulfafenazol Sulfamoxol Sulfafenazol Sulfamoxole Sulfamoxolo Sulfamoxole Sulfamoxole Sulfamoxol
228 Sulfathiazole Sulfamoxole/trimethoprim FALSE TRUE TRUE FALSE Sulfathiazol Sulfamoxol/Trimethoprim Sulfathiazol Sulfamoxol/trimethoprim Sulfatiazol Sulfamoxol/trimetoprima Sulfamoxolo/trimetoprim Sulfamoxole/triméthoprime Sulfamoxole/trimethoprim Sulfamoxol/trimethoprim
229 Sulfathiourea Sulfaperin FALSE TRUE TRUE FALSE Sulfathioharnstoff Sulfaperin Sulfathioureum Sulfaperine Sulfathiourea Sulfametoxazol Sulfaperin Sulfapérine Sulfaperin Sulfaperin
230 Sultamicillin Sulfaphenazole FALSE TRUE TRUE FALSE Sultamicillin Sulfaphenazol Sultamicilline Sulfafenazol Sultamicilina Sulfafenazol Sulfafenazolo Sulfaphénazole Sulfafenazol Sulfaphenazol
231 Talampicillin Sulfathiazole FALSE TRUE TRUE FALSE Talampicillin Sulfathiazol Talampicilline Sulfathiazol Talampicilina Sulfatiazol Sulfathiazole Sulfathiazole Sulfatazol Sulfathiazol
232 Teicoplanin Sulfathiourea FALSE TRUE TRUE FALSE Teicoplanin Sulfathioharnstoff Teicoplanine Sulfathioureum Teicoplanina Sulfathiourea Sulfathiourea Sulfathiourée Sulfathiourea Sulfathiourea
233 Telithromycin Sultamicillin FALSE TRUE TRUE FALSE Telithromycin Sultamicillin Telitromycine Sultamicilline Telitromicina Sultamicilina Sultamicillina Sultamicilline Sultamicillin Sultamicillin
234 Temafloxacin Talampicillin FALSE TRUE TRUE FALSE Temafloxacin Talampicillin Temafloxacine Talampicilline Temafloxacina Talampicilina Talampicillina Talampicilline Talampicilina Talampicillin
235 Temocillin Teicoplanin FALSE TRUE TRUE FALSE Temocillin Teicoplanin Temocilline Teicoplanine Temocilina Teicoplanina Teicoplanina Teicoplanine Teicoplanin Teicoplanin
236 Tenofovir disoproxil Telithromycin FALSE TRUE TRUE FALSE Tenofovir Disoproxil Telithromycin Tenofovir Telitromycine Tenofovir disoproxil Telitromicina Telitromicina Télithromycine Telitromicina Telithromycin
237 Terizidone Temafloxacin FALSE TRUE TRUE FALSE Terizidon Temafloxacin Terizidon Temafloxacine Terizidona Temafloxacina Temafloxacina Temafloxacine Temafloxacin Temafloxacin
238 Thiamphenicol Temocillin FALSE TRUE TRUE FALSE Thiamphenicol Temocillin Thiamfenicol Temocilline Tiamfenicol Temocilina Temocillina Temocillin Temocillin Temocillin
239 Thioacetazone/isoniazid Tenofovir disoproxil FALSE TRUE TRUE FALSE Thioacetazon/Isoniazid Tenofovir Disoproxil Thioacetazon/isoniazide Tenofovir Tioacetazona/isoniazida Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil Tenofovir disoproxil
240 Ticarcillin Terizidone FALSE TRUE TRUE FALSE Ticarcillin Terizidon Ticarcilline Terizidon Ticarcilina Terizidona Terizidone Terizidone Terizidone Terizidon
241 Ticarcillin/beta-lactamase inhibitor Thiamphenicol FALSE TRUE TRUE FALSE Ticarcillin/Beta-Lactamase-Hemmer Thiamphenicol Ticarcilline/enzymremmer Thiamfenicol Ticarcilina/inhib. de la betalactamasa Tiamfenicol Tiamfenicolo Thiamphénicol Tiamfenicol Thiamphenicol
242 Ticarcillin/clavulanic acid Thioacetazone/isoniazid FALSE TRUE TRUE FALSE Ticarcillin/Clavulansäure Thioacetazon/Isoniazid Ticarcilline/clavulaanzuur Thioacetazon/isoniazide Ticarcilina/ácido clavulánico Tioacetazona/isoniazida Tioacetazone/isoniazide Thioacétazone/isoniazide Thioacetazone/isoniazid Thioacetazon/isoniazid
243 Tinidazole Ticarcillin FALSE TRUE TRUE FALSE Tinidazol Ticarcillin Tinidazol Ticarcilline Tinidazol Ticarcilina Ticarcillina Ticarcilline Ticarcilina Ticarcillin
244 Tobramycin Ticarcillin/beta-lactamase inhibitor FALSE TRUE TRUE FALSE Tobramycin Ticarcillin/Beta-Lactamase-Hemmer Tobramycine Ticarcilline/enzymremmer Tobramicina Ticarcilina/inhib. de la betalactamasa Ticarcillina/inib. d. beta-lattamasi Ticarcilline/inhib. de bêta-lactamase Ticarcilina/inibid. da beta-lactamase Ticarcillin/beta-lactamasehæmmer
245 Trimethoprim/sulfamethoxazole Ticarcillin/clavulanic acid FALSE TRUE TRUE FALSE Trimethoprim/Sulfamethoxazol Ticarcillin/Clavulansäure Cotrimoxazol Ticarcilline/clavulaanzuur Trimetoprima/sulfametoxazol Ticarcilina/ácido clavulánico Ticarcillina/acido clavulanico Ticarcilline/acide clavulanique Ticarcilina/ácido clavulanico Ticarcillin/clavulansyre
246 Troleandomycin Tinidazole FALSE TRUE TRUE FALSE Troleandomycin Tinidazol Troleandomycine Tinidazol Troleandomicina Tinidazol Tinidazolo Tinidazole Tinidazole Tinidazol
247 Trovafloxacin Tobramycin FALSE TRUE TRUE FALSE Trovafloxacin Tobramycin Trovafloxacine Tobramycine Trovafloxacina Tobramicina Tobramicina Tobramycine Tobramycin Tobramycin
248 Vancomycin Trimethoprim/sulfamethoxazole FALSE TRUE TRUE FALSE Vancomycin Trimethoprim/Sulfamethoxazol Vancomycine Cotrimoxazol Vancomicina Trimetoprima/sulfametoxazol Trimetoprim/sulfametossazolo Triméthoprime/sulfaméthoxazole Trimethoprim/sulfametoxazol Trimethoprim/sulfamethoxazol
249 Voriconazole Troleandomycin FALSE TRUE TRUE FALSE Voriconazol Troleandomycin Voriconazol Troleandomycine Voriconazol Troleandomicina Troleandomicina Troleandomycine Troleandomicina Troleandomycin
250 Aminoglycosides Trovafloxacin FALSE TRUE TRUE FALSE Aminoglykoside Trovafloxacin Aminoglycosiden Trovafloxacine Aminoglucósidos Trovafloxacina Trovafloxacin Trovafloxacine Trovafloxacin Trovafloxacin
251 Amphenicols Vancomycin FALSE TRUE TRUE FALSE Amphenicole Vancomycin Amfenicolen Vancomycine Anfenicoles Vancomicina Vancomicina Vancomycine Vancomycin Vancomycin
252 Antifungals/antimycotics Voriconazole FALSE TRUE TRUE FALSE Antimykotika/Antimykotika Voriconazol Antifungica/antimycotica Voriconazol Antifúngicos/antimicóticos Voriconazol Voriconazolo Voriconazole Voriconazol Voriconazol
253 Antimycobacterials Aminoglycosides FALSE TRUE TRUE FALSE Antimykobakterielle Mittel Aminoglykoside Antimycobacteriele middelen Aminoglycosiden Antimicrobianos Aminoglucósidos Aminoglicosidi Aminoglycosides Aminoglycosides Aminoglykosider
254 Beta-lactams/penicillins Amphenicols FALSE TRUE TRUE FALSE Beta-Lactame/Penicilline Amphenicole Beta-lactams/penicillines Amfenicolen Beta-lactámicos/penicilinas Anfenicoles Amphenicols Amphénicols Anfenicóis Amphenicoler
255 Cephalosporins (1st gen.) Antifungals/antimycotics FALSE TRUE TRUE FALSE Cephalosporine (1. Gen.) Antimykotika/Antimykotika Cefalosporines (1e gen.) Antifungica/antimycotica Cefalosporinas (1er gen.) Antifúngicos/antimicóticos Antifungini/antimicotici Antifongiques/antimycotiques Antifúngicos/antimicóticos Antimykotika/antimykotika
256 Cephalosporins (2nd gen.) Antimycobacterials FALSE TRUE TRUE FALSE Cephalosporine (2. Gen.) Antimykobakterielle Mittel Cefalosporines (2e gen.) Antimycobacteriele middelen Cefalosporinas (2do gen.) Antimicrobianos Antimicobatterici Antimycobactériens Antimycobacterials Antimycobakterier
257 Cephalosporins (3rd gen.) Beta-lactams/penicillins FALSE TRUE TRUE FALSE Cephalosporine (3. Gen.) Beta-Lactame/Penicilline Cefalosporines (3e gen.) Beta-lactams/penicillines Cefalosporinas (3er gen.) Beta-lactámicos/penicilinas Beta-lattami/penicilline Bêta-lactamines/pénicillines Beta-lactâmicas/penicilinas Beta-lactamer/penicilliner
258 Cephalosporins (4th gen.) Cephalosporins (1st gen.) FALSE TRUE TRUE FALSE Cephalosporine (4. Gen.) Cephalosporine (1. Gen.) Cefalosporines (4e gen.) Cefalosporines (1e gen.) Cefalosporinas (4º gen.) Cefalosporinas (1er gen.) Cefalosporine (1° gen.) Céphalosporines (1ère génération) Cefalosporinas (1º género) Cefalosporiner (1. gen.)
259 Cephalosporins (5th gen.) Cephalosporins (2nd gen.) FALSE TRUE TRUE FALSE Cephalosporine (5. Gen.) Cephalosporine (2. Gen.) Cefalosporines (5e gen.) Cefalosporines (2e gen.) Cefalosporinas (5º gen.) Cefalosporinas (2do gen.) Cefalosporine (2° gen.) Céphalosporines (2ème génération) Cefalosporinas (2ª gen.) Cefalosporiner (2. gen.)
260 Cephalosporins (unclassified gen.) Cephalosporins (3rd gen.) FALSE TRUE TRUE FALSE Cephalosporine (unklassifiziert) Cephalosporine (3. Gen.) Cefalosporines (ongeclassificeerd) Cefalosporines (3e gen.) Cefalosporinas (no clasificado) Cefalosporinas (3er gen.) Cefalosporine (3° gen.) Céphalosporines (3ème génération) Cefalosporinas (3ª gen.) Cefalosporiner (3. gen.)
261 Cephalosporins Cephalosporins (4th gen.) FALSE TRUE TRUE FALSE Cephalosporine Cephalosporine (4. Gen.) Cefalosporines Cefalosporines (4e gen.) Cefalosporinas Cefalosporinas (4ª gen.) Cefalosporine (4° gen.) Céphalosporines (4ème génération) Cefalosporinas (4.ª gen.) Cefalosporiner (4. gen.)
262 Glycopeptides Cephalosporins (5th gen.) FALSE TRUE TRUE FALSE Glykopeptide Cephalosporine (5. Gen.) Glycopeptiden Cefalosporines (5e gen.) Glicopéptidos Cefalosporinas (5º gen.) Cefalosporine (5° gen.) Céphalosporines (5e gén.) Cefalosporinas (5.ª gen.) Cefalosporiner (5. gen.)
263 Macrolides/lincosamides Cephalosporins (unclassified gen.) FALSE TRUE TRUE FALSE Makrolide/Linkosamide Cephalosporine (unklassifiziert) Macroliden/lincosamiden Cefalosporines (ongeclassificeerd) Macrólidos/lincosamidas Cefalosporinas (gen. no clasificado) Cefalosporine (gen. non classificato) Céphalosporines (genre non classifié) Cefalosporinas (não classificado gen.) Cefalosporiner (uklassificeret gen.)
264 Other antibacterials Cephalosporins FALSE TRUE TRUE FALSE Andere Antibiotika Cephalosporine Overige antibiotica Cefalosporines Otros antibacterianos Cefalosporinas Cefalosporine Céphalosporines Cefalosporinas Cefalosporiner
265 Polymyxins Glycopeptides FALSE TRUE TRUE FALSE Polymyxine Glykopeptide Polymyxines Glycopeptiden Polimixinas Glicopéptidos Glicopeptidi Glycopeptides Glycopeptides Glykopeptider
266 Quinolones Macrolides/lincosamides FALSE TRUE TRUE FALSE Quinolone Makrolide/Linkosamide Quinolonen Macroliden/lincosamiden Quinolonas Macrólidos/lincosamidas Macrolidi/lincosamidi Macrolides/lincosamides Macrolides/lincosamidas Makrolider/lincosamider
267 Other antibacterials FALSE TRUE TRUE FALSE Andere Antibiotika Overige antibiotica Otros antibacterianos Altri antibatterici Autres antibactériens Outros antibacterianos Andre antibakterielle stoffer
268 Polymyxins FALSE TRUE TRUE FALSE Polymyxine Polymyxines Polimixinas Polimixine Polymyxines Polimixinas Polymyxiner
269 Quinolones FALSE TRUE TRUE FALSE Quinolone Quinolonen Quinolonas Chinoloni Quinolones Quinolones Kinoloner
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@@ -21,12 +21,17 @@
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@@ -63,77 +68,77 @@
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@@ -142,14 +147,14 @@
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@@ -164,18 +169,11 @@
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@@ -187,13 +185,13 @@
</header><script src="EUCAST_files/header-attrs-2.8/header-attrs.js"></script><div class="row">
</header><script src="EUCAST_files/header-attrs-2.9/header-attrs.js"></script><div class="row">
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<h1 data-toc-skip>How to apply EUCAST rules</h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/master/vignettes/EUCAST.Rmd"><code>vignettes/EUCAST.Rmd</code></a></small>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/master/vignettes/EUCAST.Rmd" class="external-link"><code>vignettes/EUCAST.Rmd</code></a></small>
<div class="hidden name"><code>EUCAST.Rmd</code></div>
</div>
@@ -202,21 +200,21 @@
<div id="introduction" class="section level2">
<h2 class="hasAnchor">
<a href="#introduction" class="anchor"></a>Introduction</h2>
<p>What are EUCAST rules? The European Committee on Antimicrobial Susceptibility Testing (EUCAST) states <a href="https://www.eucast.org/expert_rules_and_intrinsic_resistance/">on their website</a>:</p>
<a href="#introduction" class="anchor" aria-hidden="true"></a>Introduction</h2>
<p>What are EUCAST rules? The European Committee on Antimicrobial Susceptibility Testing (EUCAST) states <a href="https://www.eucast.org/expert_rules_and_intrinsic_resistance/" class="external-link">on their website</a>:</p>
<blockquote>
<p><em>EUCAST expert rules are a tabulated collection of expert knowledge on intrinsic resistances, exceptional resistance phenotypes and interpretive rules that may be applied to antimicrobial susceptibility testing in order to reduce errors and make appropriate recommendations for reporting particular resistances.</em></p>
</blockquote>
<p>In Europe, a lot of medical microbiological laboratories already apply these rules (<a href="https://www.eurosurveillance.org/content/10.2807/1560-7917.ES2015.20.2.21008">Brown <em>et al.</em>, 2015</a>). Our package features their latest insights on intrinsic resistance and unusual phenotypes (v3.2, 2020).</p>
<p>In Europe, a lot of medical microbiological laboratories already apply these rules (<a href="https://www.eurosurveillance.org/content/10.2807/1560-7917.ES2015.20.2.21008" class="external-link">Brown <em>et al.</em>, 2015</a>). Our package features their latest insights on intrinsic resistance and unusual phenotypes (v3.2, 2020).</p>
<p>Moreover, the <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> function we use for this purpose can also apply additional rules, like forcing <help title="ATC: J01CA01">ampicillin</help> = R in isolates when <help title="ATC: J01CR02">amoxicillin/clavulanic acid</help> = R.</p>
</div>
<div id="examples" class="section level2">
<h2 class="hasAnchor">
<a href="#examples" class="anchor"></a>Examples</h2>
<a href="#examples" class="anchor" aria-hidden="true"></a>Examples</h2>
<p>These rules can be used to discard impossible bug-drug combinations in your data. For example, <em>Klebsiella</em> produces beta-lactamase that prevents ampicillin (or amoxicillin) from working against it. In other words, practically every strain of <em>Klebsiella</em> is resistant to ampicillin.</p>
<p>Sometimes, laboratory data can still contain such strains with ampicillin being susceptible to ampicillin. This could be because an antibiogram is available before an identification is available, and the antibiogram is then not re-interpreted based on the identification (namely, <em>Klebsiella</em>). EUCAST expert rules solve this, that can be applied using <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code>:</p>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">oops</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html">data.frame</a></span><span class="op">(</span>mo <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"Klebsiella"</span>,
<code class="sourceCode R"><span class="va">oops</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mo <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Klebsiella"</span>,
<span class="st">"Escherichia"</span><span class="op">)</span>,
ampicillin <span class="op">=</span> <span class="st">"S"</span><span class="op">)</span>
<span class="va">oops</span>
@@ -230,16 +228,16 @@
<span class="co"># 2 Escherichia S</span></code></pre></div>
<p>A more convenient function is <code><a href="../reference/mo_property.html">mo_is_intrinsic_resistant()</a></code> that uses the same guideline, but allows to check for one or more specific microorganisms or antibiotics:</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="fu"><a href="../reference/mo_property.html">mo_is_intrinsic_resistant</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"Klebsiella"</span>, <span class="st">"Escherichia"</span><span class="op">)</span>,
<code class="sourceCode R"><span class="fu"><a href="../reference/mo_property.html">mo_is_intrinsic_resistant</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Klebsiella"</span>, <span class="st">"Escherichia"</span><span class="op">)</span>,
<span class="st">"ampicillin"</span><span class="op">)</span>
<span class="co"># [1] TRUE FALSE</span>
<span class="fu"><a href="../reference/mo_property.html">mo_is_intrinsic_resistant</a></span><span class="op">(</span><span class="st">"Klebsiella"</span>,
<span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"ampicillin"</span>, <span class="st">"kanamycin"</span><span class="op">)</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ampicillin"</span>, <span class="st">"kanamycin"</span><span class="op">)</span><span class="op">)</span>
<span class="co"># [1] TRUE FALSE</span></code></pre></div>
<p>EUCAST rules can not only be used for correction, they can also be used for filling in known resistance and susceptibility based on results of other antimicrobials drugs. This process is called <em>interpretive reading</em>, is basically a form of imputation, and is part of the <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> function as well:</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">data</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html">data.frame</a></span><span class="op">(</span>mo <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html">c</a></span><span class="op">(</span><span class="st">"Staphylococcus aureus"</span>,
<code class="sourceCode R"><span class="va">data</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mo <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Staphylococcus aureus"</span>,
<span class="st">"Enterococcus faecalis"</span>,
<span class="st">"Escherichia coli"</span>,
<span class="st">"Klebsiella pneumoniae"</span>,
@@ -398,11 +396,13 @@
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@@ -411,5 +411,7 @@
</body>
</html>
@@ -1,15 +0,0 @@
// Hide empty <a> tag within highlighted CodeBlock for screen reader accessibility (see https://github.com/jgm/pandoc/issues/6352#issuecomment-626106786) -->
// v0.0.1
// Written by JooYoung Seo (jooyoung@psu.edu) and Atsushi Yasumoto on June 1st, 2020.
document.addEventListener('DOMContentLoaded', function() {
const codeList = document.getElementsByClassName("sourceCode");
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for (var j = 0; j < linkList.length; j++) {
if (linkList[j].innerHTML === "") {
linkList[j].setAttribute('aria-hidden', 'true');
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}
});
@@ -1,4 +0,0 @@
/* Styles for section anchors */
a.anchor-section {margin-left: 10px; visibility: hidden; color: inherit;}
a.anchor-section::before {content: '#';}
.hasAnchor:hover a.anchor-section {visibility: visible;}
@@ -1,33 +0,0 @@
// Anchor sections v1.0 written by Atsushi Yasumoto on Oct 3rd, 2020.
document.addEventListener('DOMContentLoaded', function() {
// Do nothing if AnchorJS is used
if (typeof window.anchors === 'object' && anchors.hasOwnProperty('hasAnchorJSLink')) {
return;
}
const h = document.querySelectorAll('h1, h2, h3, h4, h5, h6');
// Do nothing if sections are already anchored
if (Array.from(h).some(x => x.classList.contains('hasAnchor'))) {
return null;
}
// Use section id when pandoc runs with --section-divs
const section_id = function(x) {
return ((x.classList.contains('section') || (x.tagName === 'SECTION'))
? x.id : '');
};
// Add anchors
h.forEach(function(x) {
const id = x.id || section_id(x.parentElement);
if (id === '') {
return null;
}
let anchor = document.createElement('a');
anchor.href = '#' + id;
anchor.classList = ['anchor-section'];
x.classList.add('hasAnchor');
x.appendChild(anchor);
});
});

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