From 2c0f3534bf64a3e101187a529583e4aedad79821 Mon Sep 17 00:00:00 2001 From: "Matthijs S. Berends" Date: Sun, 13 Oct 2019 09:31:58 +0200 Subject: [PATCH] (v0.7.1.9106) v0.8.0 --- DESCRIPTION | 4 +- NEWS.md | 4 +- cran-comments.md | 2 +- docs/404.html | 2 +- docs/LICENSE-text.html | 2 +- docs/articles/AMR.html | 580 +++++------ .../AMR_files/figure-html/plot 1-1.png | Bin 65023 -> 64913 bytes .../AMR_files/figure-html/plot 3-1.png | Bin 52119 -> 52142 bytes .../AMR_files/figure-html/plot 4-1.png | Bin 104519 -> 104536 bytes .../AMR_files/figure-html/plot 5-1.png | Bin 85063 -> 85065 bytes docs/articles/EUCAST.html | 19 +- docs/articles/G_test.html | 247 ----- docs/articles/MDR.html | 63 +- docs/articles/Predict.html | 389 -------- .../figure-html/unnamed-chunk-4-1.png | Bin 25116 -> 0 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 25751 -> 0 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 24155 -> 0 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 22268 -> 0 bytes docs/articles/SPSS.html | 25 +- docs/articles/WHONET.html | 82 +- docs/articles/ab_property.html | 240 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100644 docs/reference/get_locale.html delete mode 100644 docs/reference/guess_ab.html delete mode 100644 docs/reference/microorganisms.certe.html delete mode 100644 docs/reference/microorganisms.umcg.html delete mode 100644 docs/reference/mo_failures.html delete mode 100644 docs/reference/mo_renamed.html delete mode 100644 docs/reference/p.symbol.html delete mode 100644 docs/reference/rsi.html delete mode 100644 docs/reference/septic_patients.html delete mode 100644 docs/reference/supplementary_data.html mode change 100644 => 100755 docs/whonet.png diff --git a/DESCRIPTION b/DESCRIPTION index 9c8ef1956..fe68fb63d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: AMR -Version: 0.7.1.9105 -Date: 2019-10-12 +Version: 0.7.1.9106 +Date: 2019-10-13 Title: Antimicrobial Resistance Analysis Authors@R: c( person(role = c("aut", "cre"), diff --git a/NEWS.md b/NEWS.md index b9e60df92..f60f7e3a5 100755 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,5 @@ -# AMR 0.7.1.9105 -Last updated: 12-Oct-2019 +# AMR 0.7.1.9106 +Last updated: 13-Oct-2019 ### Breaking * Determination of first isolates now **excludes** all 'unknown' microorganisms at default, i.e. microbial code `"UNKNOWN"`. They can be included with the new parameter `include_unknown`: diff --git a/cran-comments.md b/cran-comments.md index f976f622b..ce5828c74 100644 --- a/cran-comments.md +++ b/cran-comments.md @@ -2,4 +2,4 @@ * A NOTE for having a data directory over 3 MB. This is needed to offer users reference data for the complete taxonomy of microorganisms - one of the most important features of this pacakge. Has been this way since version 0.3.0. -* This package writes lines to `[user library]/AMR/mo_history/mo_history.csv` when using the `as.mo()` function, in the exact same way (and borrowed from) the `extrafont` package on CRAN (version 0.17) writes to their user library package folder. Users are notified about this with a `message()` and staged install on R >= 3.6.0 still works. The CSV file is never newly created or deleted by this package, it only changes this file to improve speed and reliability of the `as.mo()` function. See the source code of `set_mo_history()` and `clear_mo_history()`. +* This package writes lines to `[library path]/AMR/mo_history/mo_history.csv` when using the `as.mo()` function, in the exact same way (and borrowed from) the `extrafont` package on CRAN (version 0.17) writes to the user library path. Users are notified about this with a `message()`, and staged install on R >= 3.6.0 still works. The CSV file is never newly created or deleted by this package, it only changes this file to improve speed and reliability of the `as.mo()` function. See the source code of functions `set_mo_history()` and `clear_mo_history()` in file `R/mo_history.R`. diff --git a/docs/404.html b/docs/404.html index 4cc0d7f9f..e2f8bc00f 100644 --- a/docs/404.html +++ b/docs/404.html @@ -84,7 +84,7 @@ AMR (for R) - 0.7.1.9105 + 0.7.1.9106 diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html index cc41073a1..73c396f47 100644 --- a/docs/LICENSE-text.html +++ b/docs/LICENSE-text.html @@ -84,7 +84,7 @@ AMR (for R) - 0.7.1.9105 + 0.7.1.9106 diff --git a/docs/articles/AMR.html b/docs/articles/AMR.html index 8648b43df..59dfd80ec 100644 --- a/docs/articles/AMR.html +++ b/docs/articles/AMR.html @@ -41,7 +41,7 @@ AMR (for R) - 0.7.1.9105 + 0.8.0 @@ -187,7 +187,7 @@

How to conduct AMR analysis

Matthijs S. Berends

-

12 October 2019

+

13 October 2019

@@ -196,7 +196,7 @@ -

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 12 October 2019.

+

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 13 October 2019.

Introduction

@@ -212,21 +212,21 @@ -2019-10-12 +2019-10-13 abcd Escherichia coli S S -2019-10-12 +2019-10-13 abcd Escherichia coli S R -2019-10-12 +2019-10-13 efgh Escherichia coli R @@ -321,68 +321,68 @@ -2017-03-23 -O1 +2011-07-28 +N6 +Hospital C +Escherichia coli +R +R +R +S +F + + +2012-08-16 +Q6 +Hospital C +Escherichia coli +S +S +S +S +F + + +2017-05-07 +G5 Hospital A -Escherichia coli -S -S -S -S -F - - -2016-10-13 -G10 -Hospital D -Escherichia coli -I -S -S -S -M - - -2017-11-09 -M7 -Hospital D -Escherichia coli -I -R -S -S -M - - -2016-03-31 -P9 -Hospital D -Escherichia coli -S -R -R -S -F - - -2015-07-16 -U2 -Hospital B -Streptococcus pneumoniae -R -S -R -S -F - - -2014-10-22 -B8 -Hospital B Staphylococcus aureus S S S +R +M + + +2015-10-29 +V10 +Hospital D +Escherichia coli +S +S +S +S +F + + +2013-08-21 +U1 +Hospital A +Escherichia coli +R +S +R +S +F + + +2017-06-24 +K6 +Hospital A +Staphylococcus aureus +R +S +S S M @@ -407,8 +407,8 @@ # # Item Count Percent Cum. Count Cum. Percent # --- ----- ------- -------- ----------- ------------- -# 1 M 10,324 51.62% 10,324 51.62% -# 2 F 9,676 48.38% 20,000 100.00% +# 1 M 10,399 52.00% 10,399 52.00% +# 2 F 9,601 48.01% 20,000 100.00%

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.

The data is already quite clean, but we still need to transform some variables. The bacteria column now consists of text, and we want to add more variables based on microbial IDs later on. So, we will transform this column to valid IDs. The mutate() function of the dplyr package makes this really easy:

data <- data %>%
@@ -438,14 +438,14 @@
 # Pasteurella multocida (no changes)
 # Staphylococcus (no changes)
 # Streptococcus groups A, B, C, G (no changes)
-# Streptococcus pneumoniae (1,451 values changed)
+# Streptococcus pneumoniae (1,461 values changed)
 # Viridans group streptococci (no changes)
 # 
 # EUCAST Expert Rules, Intrinsic Resistance and Exceptional Phenotypes (v3.1, 2016)
-# Table 01: Intrinsic resistance in Enterobacteriaceae (1,325 values changed)
+# Table 01: Intrinsic resistance in Enterobacteriaceae (1,290 values changed)
 # Table 02: Intrinsic resistance in non-fermentative Gram-negative bacteria (no changes)
 # Table 03: Intrinsic resistance in other Gram-negative bacteria (no changes)
-# Table 04: Intrinsic resistance in Gram-positive bacteria (2,722 values changed)
+# Table 04: Intrinsic resistance in Gram-positive bacteria (2,724 values changed)
 # Table 08: Interpretive rules for B-lactam agents and Gram-positive cocci (no changes)
 # Table 09: Interpretive rules for B-lactam agents and Gram-negative rods (no changes)
 # Table 11: Interpretive rules for macrolides, lincosamides, and streptogramins (no changes)
@@ -453,24 +453,24 @@
 # Table 13: Interpretive rules for quinolones (no changes)
 # 
 # Other rules
-# Non-EUCAST: amoxicillin/clav acid = S where ampicillin = S (2,240 values changed)
-# Non-EUCAST: ampicillin = R where amoxicillin/clav acid = R (134 values changed)
+# Non-EUCAST: amoxicillin/clav acid = S where ampicillin = S (2,293 values changed)
+# Non-EUCAST: ampicillin = R where amoxicillin/clav acid = R (126 values changed)
 # Non-EUCAST: piperacillin = R where piperacillin/tazobactam = R (no changes)
 # Non-EUCAST: piperacillin/tazobactam = S where piperacillin = S (no changes)
 # Non-EUCAST: trimethoprim = R where trimethoprim/sulfa = R (no changes)
 # Non-EUCAST: trimethoprim/sulfa = S where trimethoprim = S (no changes)
 # 
 # --------------------------------------------------------------------------
-# EUCAST rules affected 6,530 out of 20,000 rows, making a total of 7,872 edits
+# EUCAST rules affected 6,534 out of 20,000 rows, making a total of 7,894 edits
 # => added 0 test results
 # 
-# => changed 7,872 test results
-#    - 104 test results changed from S to I
-#    - 4,728 test results changed from S to R
-#    - 1,044 test results changed from I to S
-#    - 344 test results changed from I to R
-#    - 1,620 test results changed from R to S
-#    - 32 test results changed from R to I
+# => changed 7,894 test results
+#    - 126 test results changed from S to I
+#    - 4,707 test results changed from S to R
+#    - 1,073 test results changed from I to S
+#    - 317 test results changed from I to R
+#    - 1,653 test results changed from R to S
+#    - 18 test results changed from R to I
 # --------------------------------------------------------------------------
 # 
 # Use eucast_rules(..., verbose = TRUE) (on your original data) to get a data.frame with all specified edits instead.
@@ -498,7 +498,7 @@ # NOTE: Using column `bacteria` as input for `col_mo`. # NOTE: Using column `date` as input for `col_date`. # NOTE: Using column `patient_id` as input for `col_patient_id`. -# => Found 5,669 first isolates (28.3% of total)
+# => Found 5,663 first isolates (28.3% of total)

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)
@@ -509,7 +509,7 @@

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 H5, 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 X9, sorted on date:

@@ -525,10 +525,10 @@ - - + + - + @@ -536,10 +536,10 @@ - - + + - + @@ -547,21 +547,21 @@ - - + + - - + + - - + + - + @@ -569,10 +569,10 @@ - - + + - + @@ -580,30 +580,8 @@ - - - - - - - - - - - - - - - - - - - - - - - - + + @@ -612,24 +590,46 @@ - - - + + + + + + + + + + + + + + - - - - + + + + + + + + + + + + + + + @@ -646,7 +646,7 @@ # NOTE: Using column `patient_id` as input for `col_patient_id`.# NOTE: Using column `keyab` as input for `col_keyantibiotics`. Use col_keyantibiotics = FALSE to prevent this.# [Criterion] Inclusion based on key antibiotics, ignoring I -# => Found 15,117 first weighted isolates (75.6% of total) +# => Found 15,141 first weighted isolates (75.7% of total)
isolate
12010-04-02H52010-01-31X9 B_ESCHR_COLISR S S S
22010-05-11H52010-04-03X9 B_ESCHR_COLISI S S S
32010-08-11H52010-05-12X9 B_ESCHR_COLIR SRSS S FALSE
42010-08-26H52010-08-29X9 B_ESCHR_COLISR S R S
52010-11-17H52011-01-07X9 B_ESCHR_COLIRS S S S
62010-12-20H5B_ESCHR_COLISSSSFALSE
72011-03-21H5B_ESCHR_COLISSSSFALSE
82011-04-16H52011-04-20X9 B_ESCHR_COLI S STRUE
92011-07-03H572011-06-24X9 B_ESCHR_COLI R SRRFALSE
82011-07-10X9B_ESCHR_COLISS S S FALSE
102011-07-07H5
92011-11-07X9 B_ESCHR_COLI S S SRFALSE
102011-12-20X9B_ESCHR_COLIRSS S FALSE
@@ -663,10 +663,10 @@ - - + + - + @@ -675,10 +675,10 @@ - - + + - + @@ -687,22 +687,22 @@ - - + + - - + + - + - - + + - + @@ -711,10 +711,10 @@ - - + + - + @@ -723,44 +723,56 @@ - - + + - + - - + + + - - - - + + + - - + + - + - - + + + + + + + + + + + + + + @@ -769,25 +781,13 @@ - - - - - - - - - - - -
isolate
12010-04-02H52010-01-31X9 B_ESCHR_COLISR S S S
22010-05-11H52010-04-03X9 B_ESCHR_COLISI S S S
32010-08-11H52010-05-12X9 B_ESCHR_COLIR SRSS S FALSETRUEFALSE
42010-08-26H52010-08-29X9 B_ESCHR_COLISR S R S
52010-11-17H52011-01-07X9 B_ESCHR_COLIRS S S S
62010-12-20H52011-04-20X9 B_ESCHR_COLI S S S SFALSETRUE TRUE
72011-03-21H52011-06-24X9 B_ESCHR_COLIR SSSSFALSERR FALSETRUE
82011-04-16H52011-07-10X9 B_ESCHR_COLI S S S STRUEFALSE TRUE
92011-07-03H52011-11-07X9B_ESCHR_COLISSSRFALSETRUE
102011-12-20X9 B_ESCHR_COLI R SFALSE TRUE
102011-07-07H5B_ESCHR_COLISSSSFALSETRUE
-

Instead of 2, now 8 isolates are flagged. In total, 75.6% of all isolates are marked ‘first weighted’ - 47.2% 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 8 isolates are flagged. In total, 75.7% of all isolates are marked ‘first weighted’ - 47.4% 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:

-

So we end up with 15,117 isolates for analysis.

+

So we end up with 15,141 isolates for analysis.

We can remove unneeded columns:

@@ -811,88 +811,88 @@ -2017-03-23 -O1 +2011-07-28 +N6 +Hospital C +B_ESCHR_COLI +R +R +R +S +F +Gram-negative +Escherichia +coli +TRUE + + +2012-08-16 +Q6 +Hospital C +B_ESCHR_COLI +S +S +S +S +F +Gram-negative +Escherichia +coli +TRUE + + +2017-05-07 +G5 Hospital A -B_ESCHR_COLI -S -S -S -S -F -Gram-negative -Escherichia -coli -TRUE - - -2016-10-13 -G10 -Hospital D -B_ESCHR_COLI -I -S -S -S -M -Gram-negative -Escherichia -coli -TRUE - - -2017-11-09 -M7 -Hospital D -B_ESCHR_COLI -R -R -S -S -M -Gram-negative -Escherichia -coli -TRUE - - -2016-03-31 -P9 -Hospital D -B_ESCHR_COLI -S -S -R -S -F -Gram-negative -Escherichia -coli -TRUE - - -2015-07-16 -U2 -Hospital B -B_STRPT_PNMN -R -R -R -R -F -Gram-positive -Streptococcus -pneumoniae -TRUE - - -2014-10-22 -B8 -Hospital B B_STPHY_AURS S S S +R +M +Gram-positive +Staphylococcus +aureus +TRUE + + +2015-10-29 +V10 +Hospital D +B_ESCHR_COLI +S +S +S +S +F +Gram-negative +Escherichia +coli +TRUE + + +2013-08-21 +U1 +Hospital A +B_ESCHR_COLI +R +S +R +S +F +Gram-negative +Escherichia +coli +TRUE + + +2017-06-24 +K6 +Hospital A +B_STPHY_AURS +R +S +S S M Gram-positive @@ -919,7 +919,7 @@
data_1st %>% freq(genus, species)

Frequency table

Class: character
-Length: 15,117 (of which NA: 0 = 0%)
+Length: 15,141 (of which NA: 0 = 0%)
Unique: 4

Shortest: 16
Longest: 24

@@ -936,33 +936,33 @@ Longest: 24

1 Escherichia coli -7,403 -48.97% -7,403 -48.97% +7,470 +49.34% +7,470 +49.34% 2 Staphylococcus aureus -3,757 -24.85% -11,160 -73.82% +3,803 +25.12% +11,273 +74.45% 3 Streptococcus pneumoniae -2,307 -15.26% -13,467 -89.09% +2,290 +15.12% +13,563 +89.58% 4 Klebsiella pneumoniae -1,650 -10.91% -15,117 +1,578 +10.42% +15,141 100.00% @@ -973,7 +973,7 @@ Longest: 24

Resistance percentages

The functions portion_S(), portion_SI(), portion_I(), portion_IR() and portion_R() can be used to determine the portion of a specific antimicrobial outcome. As per the EUCAST guideline of 2019, we calculate resistance as the portion of R (portion_R()) and susceptibility as the portion of S and I (portion_SI()). These functions can be used on their own:

+# [1] 0.4656231

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

data_1st %>% 
   group_by(hospital) %>% 
@@ -986,19 +986,19 @@ Longest: 24

Hospital A -0.4604743 +0.4748959 Hospital B -0.4653298 +0.4543224 Hospital C -0.4791855 +0.4659041 Hospital D -0.4865761 +0.4712529 @@ -1016,23 +1016,23 @@ Longest: 24

Hospital A -0.4604743 -4554 +0.4748959 +4561 Hospital B -0.4653298 -5336 +0.4543224 +5298 Hospital C -0.4791855 -2210 +0.4659041 +2273 Hospital D -0.4865761 -3017 +0.4712529 +3009 @@ -1052,27 +1052,27 @@ Longest: 24

Escherichia -0.9227340 -0.8974740 -0.9940565 +0.9285141 +0.8966533 +0.9929050 Klebsiella -0.8127273 -0.9024242 -0.9872727 +0.8225602 +0.9017744 +0.9866920 Staphylococcus -0.9291988 -0.9124301 -0.9933458 +0.9250592 +0.9261110 +0.9968446 Streptococcus -0.6146511 +0.6200873 0.0000000 -0.6146511 +0.6200873 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 7a8b6bc7c3c27fedaa74e2175513aaca85079aac..fca887cd84461616b156d56ac61e82bf4f93f6db 100644 GIT binary patch literal 64913 zcmeFacUV(f_bv(uiXtK^pg;gYQ9wYYNsk3kiU+wE4qbN{%{eSYUY$3NJ6Nyy4vbB;O2JKph*nHTr&N|7I-JwiZ0 zKz`@;EkyzXl2`(Q1C^u)!EZi!;*tpnh|d_`ym`;`rqoSKGfNvKt4DhJQu-G9HpY62 zQa1<)uKD{bYZ=iipAsuU7_yveQZnOxW}7Tdex5u?h4*c4v0HyXzeUI${vPIu$E$Nq zVPBfA@s#Ymm6y2Za%C#=R8>WRJJZD#ie9l??%*Tmd)k;Tisi09y*J^TI2|s`6K-6b zh0~vNS&GKTAm@q<@gx&PsSiS4og$=;$mFECI)v~F^cLlK>FE_qbMURI0*pf|MV5$P zp3EUnW8mgTq)vBx|1LVCKoUm9WX-6XGnP!|9Y{Ezq+D-L=)C!gQG80BVO4jc;0nBo 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@@ -165,7 +166,7 @@ -
diff --git a/docs/articles/G_test.html b/docs/articles/G_test.html deleted file mode 100644 index 665792c80..000000000 --- a/docs/articles/G_test.html +++ /dev/null @@ -1,247 +0,0 @@ - - - - - - - -How to use the <em>G</em>-test • AMR (for R) - - - - - - - - - - - - - - - - - - - -
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(will be available soon - in the meanwhile, please read about this G-test in the manual)

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- - - - - diff --git a/docs/articles/MDR.html b/docs/articles/MDR.html index 3a747af08..5c47c2596 100644 --- a/docs/articles/MDR.html +++ b/docs/articles/MDR.html @@ -41,7 +41,7 @@ AMR (for R) - 0.7.1.9091 + 0.8.0
@@ -187,7 +187,7 @@

How to determine multi-drug resistance (MDR)

Matthijs S. Berends

-

30 September 2019

+

13 October 2019

@@ -230,18 +230,18 @@

The data set looks like this now:

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

+# NOTE: Auto-guessing columns suitable for analysis... +# NOTE: Reliability might be improved if these antimicrobial results would be available too: CAP (capreomycin), RIB (rifabutin), RFP (rifapentine)

We also created a package dedicated to data cleaning and checking, called the clean package. It gets automatically installed with the AMR package, so we only have to load it:

library(clean)

It contains the freq() function, to create a frequency table:

@@ -274,40 +275,40 @@ Unique: 5

1 Mono-resistant -3250 -65.00% -3250 -65.00% +3246 +64.92% +3246 +64.92% 2 Negative -634 -12.68% -3884 -77.68% +681 +13.62% +3927 +78.54% 3 Multi-drug-resistant -623 -12.46% -4507 -90.14% +593 +11.86% +4520 +90.40% 4 Poly-resistant -282 -5.64% -4789 -95.78% +276 +5.52% +4796 +95.92% 5 Extensive drug-resistant -211 -4.22% +204 +4.08% 5000 100.00% diff --git a/docs/articles/Predict.html b/docs/articles/Predict.html deleted file mode 100644 index 8e0dfce67..000000000 --- a/docs/articles/Predict.html +++ /dev/null @@ -1,389 +0,0 @@ - - - - - - - -How to predict antimicrobial resistance • AMR (for R) - - - - - - - - - - - - - - - - - - - -
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-Needed R packages

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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.

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

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-Prediction analysis

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Our package contains a function resistance_predict(), which takes the same input as functions for other AMR analysis. Based on a date column, it calculates cases per year and uses a regression model to predict antimicrobial resistance.

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It is basically as easy as:

- -
# NOTE: Using column `date` as input for `col_date`.
-# 
-# Logistic regression model (logit) with binomial distribution
-# ------------------------------------------------------------
-# 
-# Call:
-# glm(formula = df_matrix ~ year, family = binomial)
-# 
-# Deviance Residuals: 
-#     Min       1Q   Median       3Q      Max  
-# -2.9224  -1.3120   0.0170   0.7586   3.1932  
-# 
-# Coefficients:
-#               Estimate Std. Error z value Pr(>|z|)    
-# (Intercept) -222.92857   45.93922  -4.853 1.22e-06 ***
-# year           0.10994    0.02284   4.814 1.48e-06 ***
-# ---
-# Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
-# 
-# (Dispersion parameter for binomial family taken to be 1)
-# 
-#     Null deviance: 59.794  on 14  degrees of freedom
-# Residual deviance: 35.191  on 13  degrees of freedom
-# AIC: 93.464
-# 
-# Number of Fisher Scoring iterations: 4
-

The function will look for a data column itself if col_date is not set. The result is nothing more than a data.frame, containing the years, number of observations, actual observed resistance, the estimated resistance and the standard error below and above the estimation:

-
predict_pita
-#    year      value    se_min    se_max observations   observed  estimated
-# 1  2003 0.06250000        NA        NA           32 0.06250000 0.06177594
-# 2  2004 0.08536585        NA        NA           82 0.08536585 0.06846343
-# 3  2005 0.10000000        NA        NA           60 0.10000000 0.07581637
-# 4  2006 0.05084746        NA        NA           59 0.05084746 0.08388789
-# 5  2007 0.12121212        NA        NA           66 0.12121212 0.09273250
-# 6  2008 0.04166667        NA        NA           72 0.04166667 0.10240539
-# 7  2009 0.01639344        NA        NA           61 0.01639344 0.11296163
-# 8  2010 0.09433962        NA        NA           53 0.09433962 0.12445516
-# 9  2011 0.18279570        NA        NA           93 0.18279570 0.13693759
-# 10 2012 0.30769231        NA        NA           65 0.30769231 0.15045682
-# 11 2013 0.08620690        NA        NA           58 0.08620690 0.16505550
-# 12 2014 0.15254237        NA        NA           59 0.15254237 0.18076926
-# 13 2015 0.27272727        NA        NA           55 0.27272727 0.19762493
-# 14 2016 0.25000000        NA        NA           84 0.25000000 0.21563859
-# 15 2017 0.16279070        NA        NA           86 0.16279070 0.23481370
-# 16 2018 0.25513926 0.2228376 0.2874409           NA         NA 0.25513926
-# 17 2019 0.27658825 0.2386811 0.3144954           NA         NA 0.27658825
-# 18 2020 0.29911630 0.2551715 0.3430611           NA         NA 0.29911630
-# 19 2021 0.32266085 0.2723340 0.3729877           NA         NA 0.32266085
-# 20 2022 0.34714076 0.2901847 0.4040968           NA         NA 0.34714076
-# 21 2023 0.37245666 0.3087318 0.4361815           NA         NA 0.37245666
-# 22 2024 0.39849187 0.3279750 0.4690088           NA         NA 0.39849187
-# 23 2025 0.42511415 0.3479042 0.5023241           NA         NA 0.42511415
-# 24 2026 0.45217796 0.3684992 0.5358568           NA         NA 0.45217796
-# 25 2027 0.47952757 0.3897276 0.5693275           NA         NA 0.47952757
-# 26 2028 0.50700045 0.4115444 0.6024565           NA         NA 0.50700045
-# 27 2029 0.53443111 0.4338908 0.6349714           NA         NA 0.53443111
-

The function plot is available in base R, and can be extended by other packages to depend the output based on the type of input. We extended its function to cope with resistance predictions:

-
plot(predict_pita)
-

-

We also support the ggplot2 package with the function ggplot_rsi_predict():

- -

-
-

-Choosing the right model

-

Resistance is not easily predicted; if we look at vancomycin resistance in Gram positives, the spread (i.e. standard error) is enormous:

-
septic_patients %>%
-  filter(mo_gramstain(mo) == "Gram positive") %>%
-  resistance_predict(col_ab = "vanc", year_min = 2010, info = FALSE) %>% 
-  plot()
-# NOTE: Using column `date` as input for `col_date`.
-

-

Vancomycin resistance could be 100% in ten years, but might also stay around 0%.

-

You can define the model with the model parameter. The default model is a generalised linear regression model using a binomial distribution, assuming that a period of zero resistance was followed by a period of increasing resistance leading slowly to more and more resistance.

-

Valid values are:

- ----- - - - - - - - - - - - - - - - - - - - - - - -
Input valuesFunction used by RType of model
-"binomial" or "binom" or "logit" -glm(..., family = binomial)Generalised linear model with binomial distribution
-"loglin" or "poisson" -glm(..., family = poisson)Generalised linear model with poisson distribution
-"lin" or "linear" -lm()Linear model
-

For the vancomycin resistance in Gram positive bacteria, a linear model might be more appropriate since no (left half of a) binomial distribution is to be expected based on observed years:

-
septic_patients %>%
-  filter(mo_gramstain(mo) == "Gram positive") %>%
-  resistance_predict(col_ab = "vanc", year_min = 2010, info = FALSE, model = "linear") %>% 
-  plot()
-# NOTE: Using column `date` as input for `col_date`.
-

-

This seems more likely, doesn’t it?

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zy^EsL3Yy*%GAh^?YE>zym4zO`A|--Y*cfvo=8q3Yl$spt zRGwLYLxRGbdSj1NfvOUbeUJZz1eQ5TEc#=2$O_Yy&_U-p9M1`Dgei~5jiyBxM=49! z7?pbqK)Pk&CpzgGk~Z^I9J6-`fl-`*$c8^!uCli zVE@I*v7DeUj|`Qr|HO-f1&+B6l9Ucny=xPi;&M(7+=IuhSr)zc7JJ4 z7O&6xH!(<>aUf|P7kn!DGigQ^aTw=O6sqVE9|-hBFOAi1vn-9lS3U}5lLZpC+jtW< zWvf{6?0}?nh2CC)1eIBc-L*c~wOtb#vH2NFA&$pSwi#`YfhWcvv)U5op_YQ?nwgf0 zR_zwo>KSIn%TRq~nY(_B*0Df zBmKJnpTqr8aS0PbQXdz_Kk~buDTRzEltFRoj4tB;FE0dnE2WH3R&`nRzWA$b^Yg}{ zI7ornGp2*~Uv*^BEvWSvttP#v{qq5Tykw@MFbeuF5l&+Ny3~>kb=A)=2%Ue|ZGM)D z=&7N?jIGNR>i;W*{Jb=TY}PLx+z9<+D*rC#reeb=qF&0*;{VP@{`sH&_cM4sj^JVI zHJX1-uF)-+rmb-tp&LIZ?&sg>Nr2SNu{h!+#r}2aKNrxC(JNxXdzAS - - - - - - -How to create frequency tables • AMR (for R) - - - - - - - - - - - - - - - - - - - -

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    -Introduction

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    Frequency tables (or frequency distributions) are summaries of the distribution of values in a sample. With the freq() function, you can create univariate frequency tables. Multiple variables will be pasted into one variable, so it forces a univariate distribution. We take the septic_patients dataset (included in this AMR package) as example.

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    -Frequencies of one variable

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    To only show and quickly review the content of one variable, you can just select this variable in various ways. Let’s say we want to get the frequencies of the gender variable of the septic_patients dataset:

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    Frequency table of gender from septic_patients (2,000 x 49)

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    Class: character
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Unique: 2

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    Shortest: 1
    -Longest: 1

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    ItemCountPercentCum. CountCum. Percent
    1M1,03151.6%1,03151.6%
    2F96948.4%2,000100.0%
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    This immediately shows the class of the variable, its length and availability (i.e. the amount of NA), the amount of unique values and (most importantly) that among septic patients men are more prevalent than women.

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    -Frequencies of more than one variable

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    Multiple variables will be pasted into one variable to review individual cases, keeping a univariate frequency table.

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    For illustration, we could add some more variables to the septic_patients dataset to learn about bacterial properties:

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    Now all variables of the microorganisms dataset have been joined to the septic_patients dataset. The microorganisms dataset consists of the following variables:

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    If we compare the dimensions between the old and new dataset, we can see that these 15 variables were added:

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    dim(septic_patients)
    -# [1] 2000   49
    -dim(my_patients)
    -# [1] 2000   64
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    So now the genus and species variables are available. A frequency table of these combined variables can be created like this:

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    my_patients %>%
    -  freq(genus, species, nmax = 15)
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    Frequency table of genus and species from my_patients (2,000 x 64)

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    Columns: 2
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Unique: 95

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    Shortest: 8
    -Longest: 34

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    ItemCountPercentCum. CountCum. Percent
    1Escherichia coli46723.4%46723.4%
    2Staphylococcus coagulase-negative31315.6%78039.0%
    3Staphylococcus aureus23511.7%1,01550.7%
    4Staphylococcus epidermidis1748.7%1,18959.4%
    5Streptococcus pneumoniae1175.8%1,30665.3%
    6Staphylococcus hominis814.0%1,38769.4%
    7Klebsiella pneumoniae582.9%1,44572.2%
    8Enterococcus faecalis392.0%1,48474.2%
    9Proteus mirabilis361.8%1,52076.0%
    10Pseudomonas aeruginosa301.5%1,55077.5%
    11Serratia marcescens251.2%1,57578.8%
    12Enterobacter cloacae231.2%1,59879.9%
    13Enterococcus faecium211.0%1,61981.0%
    14Staphylococcus capitis211.0%1,64082.0%
    15Bacteroides fragilis201.0%1,66083.0%
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    (omitted 80 entries, n = 340 [17.0%])

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    -Frequencies of numeric values

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    Frequency tables can be created of any input.

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    In case of numeric values (like integers, doubles, etc.) additional descriptive statistics will be calculated and shown into the header:

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    Frequency table of age from a data.frame (981 x 49)

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    Class: numeric
    -Length: 981 (of which NA: 0 = 0.00%)
    -Unique: 73

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    Mean: 71.08
    -SD: 14.05 (CV: 0.20, MAD: 13.34)
    -Five-Num: 14 | 63 | 74 | 82 | 97 (IQR: 19, CQV: 0.13)
    -Outliers: 15 (unique count: 12)

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    ItemCountPercentCum. CountCum. Percent
    183444.5%444.5%
    276434.4%878.9%
    375373.8%12412.6%
    482333.4%15716.0%
    578323.3%18919.3%
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    (omitted 68 entries, n = 792 [80.7%])

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    So the following properties are determined, where NA values are always ignored:

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    • Mean

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    • Standard deviation

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    • Coefficient of variation (CV), the standard deviation divided by the mean

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    • Mean absolute deviation (MAD), the median of the absolute deviations from the median - a more robust statistic than the standard deviation

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    • Five numbers of Tukey, namely: the minimum, Q1, median, Q3 and maximum

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    • Interquartile range (IQR), the distance between Q1 and Q3

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    • Coefficient of quartile variation (CQV, sometimes called coefficient of dispersion), calculated as (Q3 - Q1) / (Q3 + Q1) using quantile() with type = 6 as quantile algorithm to comply with SPSS standards

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    • Outliers (total count and unique count)

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    So for example, the above frequency table quickly shows the median age of patients being 74.

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    -Frequencies of factors

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    To sort frequencies of factors on their levels instead of item count, use the sort.count parameter.

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    sort.count is TRUE by default. Compare this default behaviour…

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    Frequency table of hospital_id from septic_patients (2,000 x 49)

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    Class: factor (numeric)
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Levels: 4: A, B, C, D
    -Unique: 4

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    ItemCountPercentCum. CountCum. Percent
    1D76238.1%76238.1%
    2B66333.2%1,42571.2%
    3A32116.0%1,74687.3%
    4C25412.7%2,000100.0%
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    … to this, where items are now sorted on factor levels:

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    septic_patients %>%
    -  freq(hospital_id, sort.count = FALSE)
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    Frequency table of hospital_id from septic_patients (2,000 x 49)

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    Class: factor (numeric)
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Levels: 4: A, B, C, D
    -Unique: 4

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    ItemCountPercentCum. CountCum. Percent
    1A32116.0%32116.0%
    2B66333.2%98449.2%
    3C25412.7%1,23861.9%
    4D76238.1%2,000100.0%
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    All classes will be printed into the header. Variables with the new rsi class of this AMR package are actually ordered factors and have three classes (look at Class in the header):

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    septic_patients %>%
    -  freq(AMX, header = TRUE)
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    Frequency table of AMX from septic_patients (2,000 x 49)

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    Class: factor > ordered > rsi (numeric)
    -Length: 2,000 (of which NA: 771 = 38.55%)
    -Levels: 3: S < I < R
    -Unique: 3

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    Drug: Amoxicillin (AMX, J01CA04)
    -Group: Beta-lactams/penicillins
    -%SI: 44.43%

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    ItemCountPercentCum. CountCum. Percent
    1R68355.6%68355.6%
    2S54344.2%1,22699.8%
    3I30.2%1,229100.0%
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    -Frequencies of dates

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    Frequencies of dates will show the oldest and newest date in the data, and the amount of days between them:

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    septic_patients %>%
    -  freq(date, nmax = 5, header = TRUE)
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    Frequency table of date from septic_patients (2,000 x 49)

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    Class: Date (numeric)
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Unique: 1,140

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    Oldest: 2 January 2002
    -Newest: 28 December 2017 (+5,839)
    -Median: 31 July 2009 (47.39%)

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    ItemCountPercentCum. CountCum. Percent
    12016-05-21100.5%100.5%
    22004-11-1580.4%180.9%
    32013-07-2980.4%261.3%
    42017-06-1280.4%341.7%
    52015-11-1970.4%412.0%
    -

    (omitted 1,135 entries, n = 1,959 [98.0%])

    -
    -
    -

    -Assigning a frequency table to an object

    -

    A frequency table is actually a regular data.frame, with the exception that it contains an additional class.

    - -

    [1] “freq” “data.frame”

    -

    Because of this additional class, a frequency table prints like the examples above. But the object itself contains the complete table without a row limitation:

    -
    dim(my_df)
    -

    [1] 74 5

    -
    -
    -

    -Additional parameters

    -
    -

    -Parameter na.rm -

    -

    With the na.rm parameter you can remove NA values from the frequency table (defaults to TRUE, but the number of NA values will always be shown into the header):

    -
    septic_patients %>%
    -  freq(AMX, na.rm = FALSE)
    -

    Frequency table of AMX from septic_patients (2,000 x 49)

    -

    Class: factor > ordered > rsi (numeric)
    -Length: 2,000 (of which NA: 771 = 38.55%)
    -Levels: 3: S < I < R
    -Unique: 4

    -

    Drug: Amoxicillin (AMX, J01CA04)
    -Group: Beta-lactams/penicillins
    -%SI: 44.43%

    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    ItemCountPercentCum. CountCum. Percent
    1(NA)77138.6%77138.6%
    2R68334.2%1,45472.7%
    3S54327.2%1,99799.8%
    4I30.2%2,000100.0%
    -
    -
    -

    -Parameter row.names -

    -

    A frequency table shows row indices. To remove them, use row.names = FALSE:

    -
    septic_patients %>%
    -  freq(hospital_id, row.names = FALSE)
    -

    Frequency table of hospital_id from septic_patients (2,000 x 49)

    -

    Class: factor (numeric)
    -Length: 2,000 (of which NA: 0 = 0.00%)
    -Levels: 4: A, B, C, D
    -Unique: 4

    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    ItemCountPercentCum. CountCum. Percent
    D76238.1%76238.1%
    B66333.2%1,42571.2%
    A32116.0%1,74687.3%
    C25412.7%2,000100.0%
    -
    -
    -

    -Parameter markdown -

    -

    The markdown parameter is TRUE at default in non-interactive sessions, like in reports created with R Markdown. This will always print all rows, unless nmax is set. Without markdown (like in regular R), a frequency table would print like:

    - -
    -
    -
    - - - -
    - - - -
    - - - - - diff --git a/docs/articles/index.html b/docs/articles/index.html index a711c7f6d..b277fe987 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -84,7 +84,7 @@ AMR (for R) - 0.7.1.9105 + 0.7.1.9106

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diff --git a/docs/articles/mo_property.html b/docs/articles/mo_property.html deleted file mode 100644 index 2f83d6424..000000000 --- a/docs/articles/mo_property.html +++ /dev/null @@ -1,247 +0,0 @@ - - - - - - - -How to get properties of a microorganism • AMR (for R) - - - - - - - - - - - - - - - - - - - -
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- - - -
- - - -
- - - - - diff --git a/docs/articles/resistance_predict.html b/docs/articles/resistance_predict.html index 1de324065..3c84e1843 100644 --- a/docs/articles/resistance_predict.html +++ b/docs/articles/resistance_predict.html @@ -13,8 +13,9 @@ - - + + + @@ -40,7 +41,7 @@ AMR (for R) - 0.7.1.9067 + 0.8.0
@@ -165,7 +166,7 @@ -