From 5216d2b520aecb88f854debf6430f3bd58d2b11b Mon Sep 17 00:00:00 2001 From: "Matthijs S. Berends" Date: Tue, 19 May 2020 14:16:45 +0200 Subject: [PATCH] (v1.1.0.9014) lose dependencies --- DESCRIPTION | 4 +- NEWS.md | 6 +- R/like.R | 3 +- R/mdro.R | 1 + docs/404.html | 2 +- docs/LICENSE-text.html | 2 +- docs/articles/AMR.html | 443 +++++++++--------- .../AMR_files/figure-html/plot 1-1.png | Bin 65574 -> 65566 bytes .../AMR_files/figure-html/plot 3-1.png | Bin 52052 -> 52037 bytes .../AMR_files/figure-html/plot 4-1.png | Bin 104513 -> 104463 bytes .../AMR_files/figure-html/plot 5-1.png | Bin 85023 -> 85052 bytes docs/articles/MDR.html | 89 ++-- docs/articles/WHONET.html | 12 +- docs/articles/index.html | 2 +- docs/authors.html | 2 +- docs/index.html | 2 +- docs/news/index.html | 12 +- docs/pkgdown.yml | 2 +- docs/reference/index.html | 2 +- docs/reference/like.html | 6 +- docs/reference/mdro.html | 3 +- man/like.Rd | 3 +- man/mdro.Rd | 1 + tests/testthat/test-mdro.R | 4 +- vignettes/AMR.Rmd | 19 +- vignettes/MDR.Rmd | 3 +- vignettes/WHONET.Rmd | 3 +- 27 files changed, 313 insertions(+), 313 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 84422237..7636222b 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,5 +1,5 @@ Package: AMR -Version: 1.1.0.9013 +Version: 1.1.0.9014 Date: 2020-05-19 Title: Antimicrobial Resistance Analysis Authors@R: c( @@ -38,13 +38,11 @@ Depends: R (>= 3.0.0) Suggests: cleaner, - covr, dplyr, ggplot2, knitr, microbenchmark, rmarkdown, - rvest, testthat, tidyr, utils diff --git a/NEWS.md b/NEWS.md index bf92cc65..3b30ebbd 100755 --- a/NEWS.md +++ b/NEWS.md @@ -1,15 +1,15 @@ -# AMR 1.1.0.9013 +# AMR 1.1.0.9014 ## Last updated: 19-May-2020 ### Breaking -* Removed code dependency on **all** R packages that this `AMR` package required: `cleaner`, `crayon`, `data.table`, `dplyr`, `ggplot2`, `knitr`, `microbenchmark`, `pillar`, `R6`, `rlang`, `tidyr` and `vctrs`. This is a major code change, but will probably not be noticeable by most users. +* Removed code dependency on all other R packages: `cleaner`, `crayon`, `data.table`, `dplyr`, `ggplot2`, `knitr`, `microbenchmark`, `pillar`, `R6`, `rlang`, `tidyr` and `vctrs`. This is a major code change, but will probably not be noticeable by most users. Making this package independent on especially the tidyverse tremendously increases sustainability on the long term, since tidyverse functions change quite often. Most of our functions are replaced with versions that only rely on base R, which keeps this package fully functional for many years to come, without requiring a lot of maintenance to keep up with other packages anymore. Another upside it that this package can now be used with all versions of R since R-3.0.0 (April 2013). Our package is being used in settings where the resources are very limited. Fewer dependencies on newer software is helpful for such settings. Negative effects of this change are: * Function `freq()` that was borrowed from the `cleaner` package was removed. Use `cleaner::freq()`, or run `library("cleaner")` before you use `freq()`. * Printing values of class `mo` or `ab` in a tibble will no longer be in colour. - * All functions from the `mo_*` family (like `mo_name()` and `mo_gramstain()`) are noticeably slower when running on tens of thousands of rows. + * All functions from the `mo_*` family (like `mo_name()` and `mo_gramstain()`) are noticeably slower when running on hundreds of thousands of rows. * For developers: classes `mo` and `ab` now both also inherit class `character`, to support any data transformation. This change invalidates code that checks for class length == 1. ### Changed diff --git a/R/like.R b/R/like.R index 42e7a6cb..964fea10 100755 --- a/R/like.R +++ b/R/like.R @@ -60,8 +60,7 @@ #' \dontrun{ #' library(dplyr) #' example_isolates %>% -#' filter(mo_name(mo) %like% "^ent") %>% -#' freq(mo) +#' filter(mo_name(mo) %like% "^ent") #' } like <- function(x, pattern, ignore.case = TRUE) { # set to fixed if no regex found diff --git a/R/mdro.R b/R/mdro.R index adac0965..b515687e 100755 --- a/R/mdro.R +++ b/R/mdro.R @@ -68,6 +68,7 @@ #' @examples #' \dontrun{ #' library(dplyr) +#' library(cleaner) #' #' example_isolates %>% #' mdro() %>% diff --git a/docs/404.html b/docs/404.html index 0e7c7e3f..769e3500 100644 --- a/docs/404.html +++ b/docs/404.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html index 6b52a397..11879079 100644 --- a/docs/LICENSE-text.html +++ b/docs/LICENSE-text.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 diff --git a/docs/articles/AMR.html b/docs/articles/AMR.html index bbc4833d..6b1e2c66 100644 --- a/docs/articles/AMR.html +++ b/docs/articles/AMR.html @@ -39,7 +39,7 @@ AMR (for R) - 1.1.0.9009 + 1.1.0.9014 @@ -186,7 +186,7 @@

How to conduct AMR analysis

Matthijs S. Berends

-

18 May 2020

+

19 May 2020

Source: vignettes/AMR.Rmd @@ -195,7 +195,7 @@ -

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in R Markdown. However, the methodology remains unchanged. This page was generated on 18 May 2020.

+

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in R Markdown. However, the methodology remains unchanged. This page was generated on 19 May 2020.

Introduction

@@ -226,21 +226,21 @@ -2020-05-18 +2020-05-19 abcd Escherichia coli S S -2020-05-18 +2020-05-19 abcd Escherichia coli S R -2020-05-18 +2020-05-19 efgh Escherichia coli R @@ -251,14 +251,15 @@

Needed R packages

-

As with many uses in R, we need some additional packages for AMR analysis. Our package works closely together with the tidyverse packages dplyr and ggplot2 by Dr Hadley Wickham. The tidyverse tremendously improves the way we conduct data science - it allows for a very natural way of writing syntaxes and creating beautiful plots in R.

-

Our AMR package depends on these packages and even extends their use and functions.

+

As with many uses in R, we need some additional packages for AMR analysis. Our package works closely together with the tidyverse packages dplyr and ggplot2 by RStudio. The tidyverse tremendously improves the way we conduct data science - it allows for a very natural way of writing syntaxes and creating beautiful plots in R.

+

We will also use the cleaner package, that can be used for cleaning data and creating frequency tables.

library(dplyr)
 library(ggplot2)
 library(AMR)
+library(cleaner)
 
 # (if not yet installed, install with:)
-# install.packages(c("dplyr", "ggplot2", "AMR"))
+# install.packages(c("dplyr", "ggplot2", "AMR", "cleaner"))
@@ -335,68 +336,68 @@ -2013-06-23 -V9 -Hospital C +2017-01-17 +W7 +Hospital B Staphylococcus aureus S -R +S S S F -2016-12-25 -S10 -Hospital D +2017-01-15 +S1 +Hospital A Escherichia coli R S S -R +S F -2011-01-27 -Z10 -Hospital B -Escherichia coli -R +2014-03-03 +F8 +Hospital D +Staphylococcus aureus R S S -F +S +M -2010-09-14 -N1 +2013-10-12 +K3 Hospital B Escherichia coli S S -R -R +S +S M -2017-10-31 -W1 -Hospital D -Klebsiella pneumoniae -R +2017-07-30 +Y4 +Hospital B +Escherichia coli R +S R S F -2014-03-29 -L4 -Hospital B +2011-01-18 +B4 +Hospital C Staphylococcus aureus S S -S +R S M @@ -408,9 +409,9 @@

Cleaning the data

-

We also created a package dedicated to data cleaning and checking, called the cleaner package. It gets automatically installed with the AMR package. For its freq() function to create frequency tables, you don’t even need to load it yourself as it is available through the AMR package as well.

+

We also created a package dedicated to data cleaning and checking, called the cleaner package. It freq() function can be used to create frequency tables.

For example, for the gender variable:

-
data %>% freq(gender) # this would be the same: freq(data$gender)
+
data %>% freq(gender)

Frequency table

Class: character
Length: 20,000
@@ -431,16 +432,16 @@ Longest: 1

1 M -10,293 -51.47% -10,293 -51.47% +10,336 +51.68% +10,336 +51.68% 2 F -9,707 -48.54% +9,664 +48.32% 20,000 100.00% @@ -480,7 +481,7 @@ Longest: 1

# [34mNOTE: Using column `[1mbacteria[22m` as input for `col_mo`.[39m # [34mNOTE: Using column `[1mdate[22m` as input for `col_date`.[39m # [34mNOTE: Using column `[1mpatient_id[22m` as input for `col_patient_id`.[39m
-

So only 28.6% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

+

So only 28.3% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

data_1st <- data %>%
   filter(first == TRUE)

For future use, the above two syntaxes can be shortened with the filter_first_isolate() function:

@@ -490,7 +491,7 @@ Longest: 1

First weighted isolates

-

We made a slight twist to the CLSI algorithm, to take into account the antimicrobial susceptibility profile. Have a look at all isolates of patient N1, sorted on date:

+

We made a slight twist to the CLSI algorithm, to take into account the antimicrobial susceptibility profile. Have a look at all isolates of patient T4, sorted on date:

@@ -506,21 +507,21 @@ Longest: 1

- - + + + - - + - - + + - + @@ -528,8 +529,8 @@ Longest: 1

- - + + @@ -539,52 +540,30 @@ Longest: 1

- - + + - + - - + + - + - + - - - - - - - - - - - - - - - - - - - - - - - - + + @@ -593,24 +572,46 @@ Longest: 1

- - - + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - + @@ -642,131 +643,131 @@ Longest: 1

- - + + + - - + - - + + - + - + - - + + - + - - + + - + - + - - + + - + - + - - + + - + - - + + + - - - - + + + - - + + + - - - + + - - + + + - - + - + - - + + - + - +
isolate
12010-03-16N12010-02-08T4 B_ESCHR_COLIR SSSR S TRUE
22010-04-19N12010-03-28T4 B_ESCHR_COLISR S S S
32010-06-26N12010-06-15T4 B_ESCHR_COLI S S
42010-07-17N12010-07-21T4 B_ESCHR_COLI S SSR S FALSE
52010-09-14N12011-01-20T4 B_ESCHR_COLISR S RRS FALSE
62010-09-23N1B_ESCHR_COLISSSSFALSE
72010-12-14N1B_ESCHR_COLISSSSFALSE
82011-07-30N12011-04-24T4 B_ESCHR_COLI S S TRUE
92011-08-21N172011-06-20T4 B_ESCHR_COLIISRRFALSE
82011-06-23T4B_ESCHR_COLIR S SRFALSE
92011-09-20T4B_ESCHR_COLIR SR S FALSE
102011-09-09N12011-10-08T4 B_ESCHR_COLI S SSR S FALSE
12010-03-16N12010-02-08T4 B_ESCHR_COLIR SSSR S TRUE TRUE
22010-04-19N12010-03-28T4 B_ESCHR_COLISR S S S FALSEFALSETRUE
32010-06-26N12010-06-15T4 B_ESCHR_COLI S S S S FALSEFALSETRUE
42010-07-17N12010-07-21T4 B_ESCHR_COLI S SSR S FALSEFALSETRUE
52010-09-14N12011-01-20T4 B_ESCHR_COLISR S RRS FALSE TRUE
62010-09-23N12011-04-24T4 B_ESCHR_COLI S S S SFALSETRUE TRUE
72010-12-14N12011-06-20T4 B_ESCHR_COLII SSSSFALSERR FALSETRUE
82011-07-30N12011-06-23T4 B_ESCHR_COLIR S SSSTRUERFALSE TRUE
92011-08-21N12011-09-20T4 B_ESCHR_COLIR SSSR S FALSEFALSETRUE
102011-09-09N12011-10-08T4 B_ESCHR_COLI S SSR S FALSEFALSETRUE
-

Instead of 2, now 4 isolates are flagged. In total, 75.4% of all isolates are marked ‘first weighted’ - 46.8% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

+

Instead of 2, now 10 isolates are flagged. In total, 75.2% of all isolates are marked ‘first weighted’ - 46.9% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

As with filter_first_isolate(), there’s a shortcut for this new algorithm too:

data_1st <- data %>%
   filter_first_weighted_isolate()
-

So we end up with 15,085 isolates for analysis.

+

So we end up with 15,048 isolates for analysis.

We can remove unneeded columns:

data_1st <- data_1st %>%
   select(-c(first, keyab))
@@ -792,9 +793,9 @@ Longest: 1

1 -2013-06-23 -V9 -Hospital C +2017-01-17 +W7 +Hospital B B_STPHY_AURS S S @@ -808,14 +809,14 @@ Longest: 1

2 -2016-12-25 -S10 -Hospital D +2017-01-15 +S1 +Hospital A B_ESCHR_COLI R S S -R +S F Gram-negative Escherichia @@ -824,66 +825,66 @@ Longest: 1

3 -2011-01-27 -Z10 -Hospital B -B_ESCHR_COLI -R +2014-03-03 +F8 +Hospital D +B_STPHY_AURS R S S -F -Gram-negative -Escherichia -coli +S +M +Gram-positive +Staphylococcus +aureus TRUE -4 -2010-09-14 -N1 +5 +2017-07-30 +Y4 Hospital B B_ESCHR_COLI -S +R S R -R -M +S +F Gram-negative Escherichia coli TRUE -5 -2017-10-31 -W1 -Hospital D -B_KLBSL_PNMN -R -R +6 +2011-01-18 +B4 +Hospital C +B_STPHY_AURS +S +S R S -F -Gram-negative -Klebsiella -pneumoniae +M +Gram-positive +Staphylococcus +aureus TRUE 7 -2010-03-02 -W2 +2013-05-01 +G7 Hospital B -B_ESCHR_COLI -S -S -S -S -F -Gram-negative -Escherichia -coli +B_STRPT_PNMN +I +I +R +R +M +Gram-positive +Streptococcus +pneumoniae TRUE @@ -905,8 +906,8 @@ Longest: 1

data_1st %>% freq(genus, species)

Frequency table

Class: character
-Length: 15,085
-Available: 15,085 (100%, NA: 0 = 0%)
+Length: 15,048
+Available: 15,048 (100%, NA: 0 = 0%)
Unique: 4

Shortest: 16
Longest: 24

@@ -923,33 +924,33 @@ Longest: 24

1 Escherichia coli -7,418 -49.17% -7,418 -49.17% +7,376 +49.02% +7,376 +49.02% 2 Staphylococcus aureus -3,716 -24.63% -11,134 -73.81% +3,819 +25.38% +11,195 +74.40% 3 Streptococcus pneumoniae -2,404 -15.94% -13,538 -89.74% +2,330 +15.48% +13,525 +89.88% 4 Klebsiella pneumoniae -1,547 -10.26% -15,085 +1,523 +10.12% +15,048 100.00% @@ -961,7 +962,7 @@ Longest: 24

The functions resistance() and susceptibility() can be used to calculate antimicrobial resistance or susceptibility. For more specific analyses, the functions proportion_S(), proportion_SI(), proportion_I(), proportion_IR() and proportion_R() can be used to determine the proportion of a specific antimicrobial outcome.

As per the EUCAST guideline of 2019, we calculate resistance as the proportion of R (proportion_R(), equal to resistance()) and susceptibility as the proportion of S and I (proportion_SI(), equal to susceptibility()). These functions can be used on their own:

data_1st %>% resistance(AMX)
-# [1] 0.4658933
+# [1] 0.4628522

Or can be used in conjuction with group_by() and summarise(), both from the dplyr package:

data_1st %>%
   group_by(hospital) %>%
@@ -974,19 +975,19 @@ Longest: 24

Hospital A -0.4701310 +0.4566180 Hospital B -0.4702970 +0.4606292 Hospital C -0.4575579 +0.4775330 Hospital D -0.4574359 +0.4650083 @@ -1004,23 +1005,23 @@ Longest: 24

Hospital A -0.4701310 -4503 +0.4566180 +4518 Hospital B -0.4702970 -5454 +0.4606292 +5245 Hospital C -0.4575579 -2203 +0.4775330 +2270 Hospital D -0.4574359 -2925 +0.4650083 +3015 @@ -1040,27 +1041,27 @@ Longest: 24

Escherichia -0.9207334 -0.8959288 -0.9936641 +0.9197397 +0.8889642 +0.9940347 Klebsiella -0.9198449 -0.9004525 -0.9974144 +0.9277741 +0.8929744 +0.9954038 Staphylococcus -0.9203445 -0.9233046 -0.9938105 +0.9316575 +0.9279916 +0.9963341 Streptococcus -0.6110649 +0.6253219 0.0000000 -0.6110649 +0.6253219 diff --git a/docs/articles/AMR_files/figure-html/plot 1-1.png b/docs/articles/AMR_files/figure-html/plot 1-1.png index d405d2ae558b3a5c11d68c33be113b77dec54791..8f26ee843df71975d3558afd4b51167e0087fad0 100644 GIT binary patch literal 65566 zcmeFabySpX`!))QiUEic(kRj;(v5*ADIi@6(k0#X7)Yx~3o}Yf%K*Yql1fWTD=-X0 z4IMMYcild}_X*`)`;Wc$+TZ@Rf4J5xkUOsHyv{g|<2)zyj+!FrNxG8+1O%kFZ{5%& zAUFyqAUIM-at!>W;qiDj0Rb_s&GqYd?5-XTvPEH0fBgA zq_(j&gEpls($$LfQm2-^@DsOeIZ`#-m^h|0jRF;U03+oHo4XCG`XbtZi76cl`AK|Ugj5Qsg=Hr&U;DT~;CbZ0g^b3Rc@DAA^}c-&&iZ!HCz z>bq27g*`f3@lG%91tlSMQUM>$l}Xo-=w~uK&mV`tX^y?o)nMc?&QT!}RX^ofYB+Jd z-q&=fe{3I?Uw)I3ip81PtYjwp)U#;9XYoMggA>-^~Xb 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z`-!sN<*7MkT-VqYVd8b3?H=nwPS+^Q;A-_Me&>^Jfgg^CEjO{orT*=7n?=guvQ)KS z@C4a*^0T~bJ!@X z*nGcdc{zoRh?Q&g^F*sYiZ8P}K zPNTEu_i!A6d)pXi01YY`<5&%e?o*XG)&8CM{0TQ&V$^XCSp~-LDed{J1_FWBw1PAJ z*YdV2I#(kyUs+FKaRY}uO(m8Mu1*XjcxrF@UQj&|VGbF%`bq@@KP_QcZIin(__{7b*H#*@V*WadlY?v@y(y(XK0hoKNnk# z9o$&40|MZ(g2%MOvclxlmX}4&iphqtb@^m&naA|vl#6_pY$W*9-IO{L8{Dx&mUysM zys%w}Y?>~t@e&yu)!lcp7xwI-Jg;`?{EfoNOJwqtw3?)V012a^Cwt&OHD%39nHO$9 F`5!uW+tC03 diff --git a/docs/articles/MDR.html b/docs/articles/MDR.html index e176e090..1f82aa67 100644 --- a/docs/articles/MDR.html +++ b/docs/articles/MDR.html @@ -39,7 +39,7 @@ AMR (for R) - 1.1.0 + 1.1.0.9014

@@ -186,7 +186,7 @@

How to determine multi-drug resistance (MDR)

Matthijs S. Berends

-

15 April 2020

+

19 May 2020

Source: vignettes/MDR.Rmd @@ -209,20 +209,16 @@
  • guideline = "CMI2012" (default)

    -

    Magiorakos AP, Srinivasan A et al. “Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistance.” Clinical Microbiology and Infection (2012) (link)

    -
  • +Magiorakos AP, Srinivasan A et al. “Multidrug-resistant, extensively drug-resistant and pandrug-resistant bacteria: an international expert proposal for interim standard definitions for acquired resistance.” Clinical Microbiology and Infection (2012) (link)
  • guideline = "EUCAST"

    -

    The European international guideline - EUCAST Expert Rules Version 3.1 “Intrinsic Resistance and Exceptional Phenotypes Tables” (link)

    -
  • +The European international guideline - EUCAST Expert Rules Version 3.1 “Intrinsic Resistance and Exceptional Phenotypes Tables” (link)
  • guideline = "TB"

    -

    The international guideline for multi-drug resistant tuberculosis - World Health Organization “Companion handbook to the WHO guidelines for the programmatic management of drug-resistant tuberculosis” (link)

    -
  • +The international guideline for multi-drug resistant tuberculosis - World Health Organization “Companion handbook to the WHO guidelines for the programmatic management of drug-resistant tuberculosis” (link)
  • guideline = "MRGN"

    -

    The German national guideline - Mueller et al. (2015) Antimicrobial Resistance and Infection Control 4:7. (link)

    -
  • +The German national guideline - Mueller et al. (2015) Antimicrobial Resistance and Infection Control 4:7. (link)
  • guideline = "BRMO"

    The Dutch national guideline - Rijksinstituut voor Volksgezondheid en Milieu “WIP-richtlijn BRMO (Bijzonder Resistente Micro-Organismen) [ZKH]” (link)

    @@ -234,13 +230,14 @@ Examples

    The mdro() function always returns an ordered factor. For example, the output of the default guideline by Magiorakos et al. returns a factor with levels ‘Negative’, ‘MDR’, ‘XDR’ or ‘PDR’ in that order.

    The next example uses the example_isolates data set. This is a data set included with this package and contains 2,000 microbial isolates with their full antibiograms. It reflects reality and can be used to practice AMR analysis. If we test the MDR/XDR/PDR guideline on this data set, we get:

    -
    library(dplyr) # to support pipes: %>%
    +
    library(dplyr)   # to support pipes: %>%
    +library(cleaner) # to create frequency tables
    example_isolates %>%
       mdro() %>%
       freq() # show frequency table of the result
    -# NOTE: Using column `mo` as input for `col_mo`.
    -# NOTE: Auto-guessing columns suitable for analysis...OK.
    -# NOTE: Reliability will be improved if these antimicrobial results would be available too: SAM (ampicillin/sulbactam), ATM (aztreonam), CTT (cefotetan), CPT (ceftaroline), DAP (daptomycin), DOR (doripenem), ETP (ertapenem), FUS (fusidic acid), GEH (gentamicin-high), LVX (levofloxacin), MNO (minocycline), NET (netilmicin), PLB (polymyxin B), QDA (quinupristin/dalfopristin), STH (streptomycin-high), TLV (telavancin), TCC (ticarcillin/clavulanic acid)
    +# [34mNOTE: Using column `[1mmo[22m` as input for `col_mo`.[39m
    +# [34mNOTE: Auto-guessing columns suitable for analysis...[39m[34mOK.[39m
    +# [34mNOTE: Reliability would be improved if these antimicrobial results would be available too: ceftaroline ([1mCPT[22m), fusidic acid ([1mFUS[22m), telavancin ([1mTLV[22m), daptomycin ([1mDAP[22m), quinupristin/dalfopristin ([1mQDA[22m), minocycline ([1mMNO[22m), gentamicin-high ([1mGEH[22m), streptomycin-high ([1mSTH[22m), doripenem ([1mDOR[22m), levofloxacin ([1mLVX[22m), netilmicin ([1mNET[22m), ticarcillin/clavulanic acid ([1mTCC[22m), ertapenem ([1mETP[22m), cefotetan ([1mCTT[22m), aztreonam ([1mATM[22m), ampicillin/sulbactam ([1mSAM[22m), polymyxin B ([1mPLB[22m)[39m
     # Warning in mdro(.): NA introduced for isolates where the available percentage of
     # antimicrobial classes was below 50% (set with `pct_required_classes`)

    Frequency table

    @@ -281,7 +278,7 @@ Unique: 2

    # a helper function to get a random vector with values S, I and R
     # with the probabilities 50% - 10% - 40%
     sample_rsi <- function() {
    -  sample(c("S", "I", "R"),
    +  sample(c("S", "I", "R"),
              size = 5000,
              prob = c(0.5, 0.1, 0.4),
              replace = TRUE)
    @@ -305,26 +302,26 @@ Unique: 2

    The data set now looks like this:

    head(my_TB_data)
     #   rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin
    -# 1          S         I            R          R            S            I
    -# 2          R         S            S          R            S            S
    -# 3          R         S            S          R            R            I
    -# 4          I         S            S          R            R            S
    -# 5          R         R            S          R            I            R
    -# 6          R         I            S          I            R            S
    +# 1          R         R            R          R            S            R
    +# 2          I         S            R          R            S            R
    +# 3          S         R            R          R            I            S
    +# 4          R         R            R          R            R            R
    +# 5          S         R            I          R            R            R
    +# 6          S         R            R          S            R            S
     #   kanamycin
     # 1         S
     # 2         S
    -# 3         R
    +# 3         S
     # 4         S
    -# 5         I
    -# 6         I
    +# 5 R +# 6 S

    We can now add the interpretation of MDR-TB to our data set. You can use:

    mdro(my_TB_data, guideline = "TB")

    or its shortcut mdr_tb():

    my_TB_data$mdr <- mdr_tb(my_TB_data)
    -# NOTE: No column found as input for `col_mo`, assuming all records contain Mycobacterium tuberculosis.
    -# NOTE: Auto-guessing columns suitable for analysis...OK.
    -# NOTE: Reliability will be improved if these antimicrobial results would be available too: CAP (capreomycin), RIB (rifabutin), RFP (rifapentine)
    +# [34mNOTE: No column found as input for `col_mo`, [1massuming all records contain [3mMycobacterium tuberculosis.[23m[22m[39m +# [34mNOTE: Auto-guessing columns suitable for analysis...[39m[34mOK.[39m +# [34mNOTE: Reliability would be improved if these antimicrobial results would be available too: capreomycin ([1mCAP[22m), rifabutin ([1mRIB[22m), rifapentine ([1mRFP[22m)[39m

Create a frequency table of the results:

freq(my_TB_data$mdr)

Frequency table

@@ -346,40 +343,40 @@ Unique: 5

1 Mono-resistant -3310 -66.20% -3310 -66.20% +3294 +65.88% +3294 +65.88% 2 Negative -637 -12.74% -3947 -78.94% +613 +12.26% +3907 +78.14% 3 Multi-drug-resistant -569 -11.38% -4516 -90.32% +572 +11.44% +4479 +89.58% 4 Poly-resistant -283 -5.66% -4799 -95.98% +312 +6.24% +4791 +95.82% 5 Extensively drug-resistant -201 -4.02% +209 +4.18% 5000 100.00% @@ -401,7 +398,7 @@ Unique: 5

-

Site built with pkgdown 1.5.0.

+

Site built with pkgdown 1.5.1.

diff --git a/docs/articles/WHONET.html b/docs/articles/WHONET.html index 3fe01da6..1831bacd 100644 --- a/docs/articles/WHONET.html +++ b/docs/articles/WHONET.html @@ -39,7 +39,7 @@ AMR (for R) - 1.1.0 + 1.1.0.9014 @@ -186,7 +186,7 @@

How to work with WHONET data

Matthijs S. Berends

-

15 April 2020

+

19 May 2020

Source: vignettes/WHONET.Rmd @@ -210,7 +210,8 @@

First, load the relevant packages if you did not yet did this. I use the tidyverse for all of my analyses. All of them. If you don’t know it yet, I suggest you read about it on their website: https://www.tidyverse.org/.

library(dplyr)   # part of tidyverse
 library(ggplot2) # part of tidyverse
-library(AMR)     # this package
+library(AMR) # this package +library(cleaner) # to create frequency tables

We will have to transform some variables to simplify and automate the analysis:

  • Microorganisms should be transformed to our own microorganism IDs (called an mo) using our Catalogue of Life reference data set, which contains all ~70,000 microorganisms from the taxonomic kingdoms Bacteria, Fungi and Protozoa. We do the tranformation with as.mo(). This function also recognises almost all WHONET abbreviations of microorganisms.
  • @@ -223,7 +224,7 @@ # transform everything from "AMP_ND10" to "CIP_EE" to the new `rsi` class mutate_at(vars(AMP_ND10:CIP_EE), as.rsi)

    No errors or warnings, so all values are transformed succesfully.

    -

    We also created a package dedicated to data cleaning and checking, called the cleaner package. It gets automatically installed with the AMR package. For its freq() function to create frequency tables, you don’t even need to load it yourself as it is available through the AMR package as well.

    +

    We also created a package dedicated to data cleaning and checking, called the cleaner package. Its freq() function can be used to create frequency tables.

    So let’s check our data, with a couple of frequency tables:

    # our newly created `mo` variable, put in the mo_name() function
     data %>% freq(mo_name(mo), nmax = 10)
    @@ -336,7 +337,6 @@ Length: 500
    Levels: 3: S < I < R
    Available: 481 (96.2%, NA: 19 = 3.8%)
    Unique: 3

    -

    %SI: 78.6%

    @@ -399,7 +399,7 @@ Unique: 3

    -

    Site built with pkgdown 1.5.0.

    +

    Site built with pkgdown 1.5.1.

    diff --git a/docs/articles/index.html b/docs/articles/index.html index 4c792747..816c1e84 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 diff --git a/docs/authors.html b/docs/authors.html index be961602..09b0fe6a 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 diff --git a/docs/index.html b/docs/index.html index f30276f0..9de33bc9 100644 --- a/docs/index.html +++ b/docs/index.html @@ -43,7 +43,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 diff --git a/docs/news/index.html b/docs/news/index.html index 47f07f99..49abad5f 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014 @@ -229,9 +229,9 @@ Source: NEWS.md -
    -

    -AMR 1.1.0.9013 Unreleased +
    +

    +AMR 1.1.0.9014 Unreleased

    @@ -242,13 +242,13 @@ Breaking

    • -

      Removed code dependency on all R packages that this AMR package required: cleaner, crayon, data.table, dplyr, ggplot2, knitr, microbenchmark, pillar, R6, rlang, tidyr and vctrs. This is a major code change, but will probably not be noticeable by most users.

      +

      Removed code dependency on all other R packages: cleaner, crayon, data.table, dplyr, ggplot2, knitr, microbenchmark, pillar, R6, rlang, tidyr and vctrs. This is a major code change, but will probably not be noticeable by most users.

      Making this package independent on especially the tidyverse tremendously increases sustainability on the long term, since tidyverse functions change quite often. Most of our functions are replaced with versions that only rely on base R, which keeps this package fully functional for many years to come, without requiring a lot of maintenance to keep up with other packages anymore. Another upside it that this package can now be used with all versions of R since R-3.0.0 (April 2013). Our package is being used in settings where the resources are very limited. Fewer dependencies on newer software is helpful for such settings.

      Negative effects of this change are:
      • Function freq() that was borrowed from the cleaner package was removed. Use cleaner::freq(), or run library("cleaner") before you use freq().
      • Printing values of class mo or ab in a tibble will no longer be in colour.
      • -
      • All functions from the mo_* family (like mo_name() and mo_gramstain()) are noticeably slower when running on tens of thousands of rows.
      • +
      • All functions from the mo_* family (like mo_name() and mo_gramstain()) are noticeably slower when running on hundreds of thousands of rows.
      • For developers: classes mo and ab now both also inherit class character, to support any data transformation. This change invalidates code that checks for class length == 1.
    • diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 6e635efa..0f0b2e44 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -10,7 +10,7 @@ articles: WHONET: WHONET.html benchmarks: benchmarks.html resistance_predict: resistance_predict.html -last_built: 2020-05-19T11:17Z +last_built: 2020-05-19T12:15Z urls: reference: https://msberends.gitlab.io/AMR/reference article: https://msberends.gitlab.io/AMR/articles diff --git a/docs/reference/index.html b/docs/reference/index.html index f8aa1505..6389e2ab 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -81,7 +81,7 @@ AMR (for R) - 1.1.0.9013 + 1.1.0.9014
    diff --git a/docs/reference/like.html b/docs/reference/like.html index 2f43bd6e..0464e145 100644 --- a/docs/reference/like.html +++ b/docs/reference/like.html @@ -82,7 +82,7 @@ AMR (for R) - 1.1.0.9007 + 1.1.0.9014
    @@ -308,9 +308,9 @@ The lifecycle of this function is stable# get isolates whose name start with 'Ent' or 'ent' if (FALSE) { library(dplyr) +library(cleaner) example_isolates %>% - filter(mo_name(mo) %like% "^ent") %>% - freq(mo) + filter(mo_name(mo) %like% "^ent") }

    @@ -442,6 +442,7 @@ A microorganism is categorised as Susceptible, Increased exposure when

    Examples

    if (FALSE) {
     library(dplyr)
    +library(cleaner)
     
     example_isolates %>%
       mdro() %>%
    diff --git a/man/like.Rd b/man/like.Rd
    index 80b4a4ec..7427cf17 100755
    --- a/man/like.Rd
    +++ b/man/like.Rd
    @@ -71,8 +71,7 @@ a \%like\% b
     \dontrun{
     library(dplyr)
     example_isolates \%>\%
    -  filter(mo_name(mo) \%like\% "^ent") \%>\% 
    -  freq(mo)
    +  filter(mo_name(mo) \%like\% "^ent")
     }
     }
     \seealso{
    diff --git a/man/mdro.Rd b/man/mdro.Rd
    index e66d875c..9c5d2d67 100644
    --- a/man/mdro.Rd
    +++ b/man/mdro.Rd
    @@ -208,6 +208,7 @@ On our website \url{https://msberends.gitlab.io/AMR} you can find \href{https://
     \examples{
     \dontrun{
     library(dplyr)
    +library(cleaner)
     
     example_isolates \%>\%
       mdro() \%>\%
    diff --git a/tests/testthat/test-mdro.R b/tests/testthat/test-mdro.R
    index 1b9c2b68..65138720 100755
    --- a/tests/testthat/test-mdro.R
    +++ b/tests/testthat/test-mdro.R
    @@ -40,7 +40,7 @@ test_that("mdro works", {
       expect_equal(outcome %>% class(), c("ordered", "factor"))
     
       # example_isolates should have these finding using Dutch guidelines
    -  expect_equal(outcome %>% freq() %>% pull(count),
    +  expect_equal(outcome %>% cleaner::freq() %>% pull(count),
                    c(1969, 25, 6)) # 1969 neg, 25 unconfirmed, 6 pos
     
       expect_equal(brmo(example_isolates, info = FALSE),
    @@ -98,7 +98,7 @@ test_that("mdro works", {
       expect_equal(
         # select only rifampicine, mo will be determined automatically (as M. tuberculosis),
         # number of mono-resistant strains should be equal to number of rifampicine-resistant strains
    -    freq(mdr_tb(example_isolates[, "RIF", drop = FALSE]))$count[2],
    +    cleaner::freq(mdr_tb(example_isolates[, "RIF", drop = FALSE]))$count[2],
         count_R(example_isolates$RIF))
     
       sample_rsi <- function() {
    diff --git a/vignettes/AMR.Rmd b/vignettes/AMR.Rmd
    index 0b30566e..39997955 100755
    --- a/vignettes/AMR.Rmd
    +++ b/vignettes/AMR.Rmd
    @@ -58,17 +58,18 @@ knitr::kable(data.frame(date = Sys.Date(),
     ``` 
     
     ## Needed R packages
    -As with many uses in R, we need some additional packages for AMR analysis. Our package works closely together with the [tidyverse packages](https://www.tidyverse.org) [`dplyr`](https://dplyr.tidyverse.org/) and [`ggplot2`](https://ggplot2.tidyverse.org) by Dr Hadley Wickham. The tidyverse tremendously improves the way we conduct data science - it allows for a very natural way of writing syntaxes and creating beautiful plots in R.
    +As with many uses in R, we need some additional packages for AMR analysis. Our package works closely together with the [tidyverse packages](https://www.tidyverse.org) [`dplyr`](https://dplyr.tidyverse.org/) and [`ggplot2`](https://ggplot2.tidyverse.org) by RStudio. The tidyverse tremendously improves the way we conduct data science - it allows for a very natural way of writing syntaxes and creating beautiful plots in R.
     
    -Our `AMR` package depends on these packages and even extends their use and functions.
    +We will also use the `cleaner` package, that can be used for cleaning data and creating frequency tables.
     
     ```{r lib packages, message = FALSE, warning = FALSE, results = 'asis'}
     library(dplyr)
     library(ggplot2)
     library(AMR)
    +library(cleaner)
     
     # (if not yet installed, install with:)
    -# install.packages(c("dplyr", "ggplot2", "AMR"))
    +# install.packages(c("dplyr", "ggplot2", "AMR", "cleaner"))
     ```
     
     # Creation of data
    @@ -160,12 +161,12 @@ Now, let's start the cleaning and the analysis!
     
     # Cleaning the data
     
    -We also created a package dedicated to data cleaning and checking, called the `cleaner` package. It gets automatically installed with the `AMR` package. For its `freq()` function to create frequency tables, you don't even need to load it yourself as it is available through the `AMR` package as well.
    +We also created a package dedicated to data cleaning and checking, called the `cleaner` package. It `freq()` function can be used to create frequency tables.
     
     For example, for the `gender` variable:
     
     ```{r freq gender 1, results="asis"}
    -data %>% freq(gender) # this would be the same: freq(data$gender)
    +data %>% freq(gender)
     ```
     
     So, we can draw at least two conclusions immediately. From a data scientists perspective, the data looks clean: only values `M` and `F`. From a researchers perspective: there are slightly more men. Nothing we didn't already know.
    @@ -218,7 +219,7 @@ data <- data %>%
       mutate(first = first_isolate(.))
     ```
     
    -So only `r cleaner::percentage(sum(data$first) / nrow(data))` is suitable for resistance analysis! We can now filter on it with the `filter()` function, also from the `dplyr` package:
    +So only `r percentage(sum(data$first) / nrow(data))` is suitable for resistance analysis! We can now filter on it with the `filter()` function, also from the `dplyr` package:
     
     ```{r 1st isolate filter}
     data_1st <- data %>% 
    @@ -238,7 +239,7 @@ data_1st <- data %>%
     weighted_df <- data %>%
       filter(bacteria == as.mo("E. coli")) %>% 
       # only most prevalent patient
    -  filter(patient_id == cleaner::top_freq(freq(., patient_id), 1)[1]) %>% 
    +  filter(patient_id == top_freq(freq(., patient_id), 1)[1]) %>% 
       arrange(date) %>%
       select(date, patient_id, bacteria, AMX:GEN, first) %>% 
       # maximum of 10 rows
    @@ -268,7 +269,7 @@ data <- data %>%
     weighted_df2 <- data %>%
       filter(bacteria == as.mo("E. coli")) %>% 
       # only most prevalent patient
    -  filter(patient_id == cleaner::top_freq(freq(., patient_id), 1)[1]) %>% 
    +  filter(patient_id == top_freq(freq(., patient_id), 1)[1]) %>% 
       arrange(date) %>%
       select(date, patient_id, bacteria, AMX:GEN, first, first_weighted) %>% 
       # maximum of 10 rows
    @@ -280,7 +281,7 @@ weighted_df2 %>%
       knitr::kable(align = "c")
     ```
     
    -Instead of `r sum(weighted_df$first)`, now `r sum(weighted_df2$first_weighted)` isolates are flagged. In total, `r cleaner::percentage(sum(data$first_weighted) / nrow(data))` of all isolates are marked 'first weighted' - `r cleaner::percentage((sum(data$first_weighted) / nrow(data)) - (sum(data$first) / nrow(data)))` more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.
    +Instead of `r sum(weighted_df$first)`, now `r sum(weighted_df2$first_weighted)` isolates are flagged. In total, `r percentage(sum(data$first_weighted) / nrow(data))` of all isolates are marked 'first weighted' - `r percentage((sum(data$first_weighted) / nrow(data)) - (sum(data$first) / nrow(data)))` more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.
     
     As with `filter_first_isolate()`, there's a shortcut for this new algorithm too:
     ```{r 1st isolate filter 3, results = 'hide', message = FALSE, warning = FALSE}
    diff --git a/vignettes/MDR.Rmd b/vignettes/MDR.Rmd
    index 58b75122..933bbd91 100644
    --- a/vignettes/MDR.Rmd
    +++ b/vignettes/MDR.Rmd
    @@ -56,7 +56,8 @@ The `mdro()` function always returns an ordered `factor`. For example, the outpu
     The next example uses the `example_isolates` data set. This is a data set included with this package and contains 2,000 microbial isolates with their full antibiograms. It reflects reality and can be used to practice AMR analysis. If we test the MDR/XDR/PDR guideline on this data set, we get:
     
     ```{r, message = FALSE}
    -library(dplyr) # to support pipes: %>%
    +library(dplyr)   # to support pipes: %>%
    +library(cleaner) # to create frequency tables
     ```
     ```{r, results = 'hide'}
     example_isolates %>% 
    diff --git a/vignettes/WHONET.Rmd b/vignettes/WHONET.Rmd
    index 0f3c38e9..f798fe3a 100644
    --- a/vignettes/WHONET.Rmd
    +++ b/vignettes/WHONET.Rmd
    @@ -44,6 +44,7 @@ First, load the relevant packages if you did not yet did this. I use the tidyver
     library(dplyr)   # part of tidyverse
     library(ggplot2) # part of tidyverse
     library(AMR)     # this package
    +library(cleaner) # to create frequency tables
     ```
     
     We will have to transform some variables to simplify and automate the analysis:
    @@ -62,7 +63,7 @@ data <- WHONET %>%
     
     No errors or warnings, so all values are transformed succesfully.
     
    -We also created a package dedicated to data cleaning and checking, called the `cleaner` package. It gets automatically installed with the `AMR` package. For its `freq()` function to create frequency tables, you don't even need to load it yourself as it is available through the `AMR` package as well.
    +We also created a package dedicated to data cleaning and checking, called the `cleaner` package. Its `freq()` function can be used to create frequency tables.
     
     So let's check our data, with a couple of frequency tables: