AMR/reference/bug_drug_combinations.html

372 lines
36 KiB
HTML
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

<!DOCTYPE html>
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="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."><title>Determine Bug-Drug Combinations — bug_drug_combinations • AMR (for R)</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Lato-0.4.8/font.css" rel="stylesheet"><link href="../deps/Fira_Code-0.4.8/font.css" rel="stylesheet"><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Determine Bug-Drug Combinations — bug_drug_combinations"><meta property="og:description" content="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."><meta property="og:image" content="https://msberends.github.io/AMR/logo.svg"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@msberends"><meta name="twitter:site" content="@msberends"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]--></head><body>
<a href="#main" class="visually-hidden-focusable">Skip to contents</a>
<nav class="navbar fixed-top navbar-dark navbar-expand-lg bg-primary"><div class="container">
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9015</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div id="navbar" class="collapse navbar-collapse ms-3">
<ul class="navbar-nav me-auto"><li class="nav-item dropdown">
<a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown--how-to">
<span class="fa fa-question-circle"></span>
How to
</a>
<div class="dropdown-menu" aria-labelledby="dropdown--how-to">
<a class="dropdown-item" href="../articles/AMR.html">
<span class="fa fa-directions"></span>
Conduct AMR Analysis
</a>
<a class="dropdown-item" href="../reference/antibiogram.html">
<span class="fa fa-file-prescription"></span>
Generate Antibiogram (Trad./Syndromic/WISCA)
</a>
<a class="dropdown-item" href="../articles/resistance_predict.html">
<span class="fa fa-dice"></span>
Predict Antimicrobial Resistance
</a>
<a class="dropdown-item" href="../articles/datasets.html">
<span class="fa fa-database"></span>
Download Data Sets for Own Use
</a>
<a class="dropdown-item" href="../reference/AMR-options.html">
<span class="fa fa-gear"></span>
Set User- Or Team-specific Package Settings
</a>
<a class="dropdown-item" href="../articles/PCA.html">
<span class="fa fa-compress"></span>
Conduct Principal Component Analysis for AMR
</a>
<a class="dropdown-item" href="../articles/MDR.html">
<span class="fa fa-skull-crossbones"></span>
Determine Multi-Drug Resistance (MDR)
</a>
<a class="dropdown-item" href="../articles/WHONET.html">
<span class="fa fa-globe-americas"></span>
Work with WHONET Data
</a>
<a class="dropdown-item" href="../articles/EUCAST.html">
<span class="fa fa-exchange-alt"></span>
Apply Eucast Rules
</a>
<a class="dropdown-item" href="../reference/mo_property.html">
<span class="fa fa-bug"></span>
Get Taxonomy of a Microorganism
</a>
<a class="dropdown-item" href="../reference/ab_property.html">
<span class="fa fa-capsules"></span>
Get Properties of an Antibiotic Drug
</a>
<a class="dropdown-item" href="../reference/av_property.html">
<span class="fa fa-capsules"></span>
Get Properties of an Antiviral Drug
</a>
</div>
</li>
<li class="nav-item dropdown">
<a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown--with-other-pkgs">
<span class="fa fa-layer-group"></span>
With other pkgs
</a>
<div class="dropdown-menu" aria-labelledby="dropdown--with-other-pkgs">
<a class="dropdown-item" href="../articles/other_pkg.html">
<span class="fa fa-layer-group"></span>
AMR &amp; dplyr/tidyverse
</a>
<a class="dropdown-item" href="../articles/other_pkg.html">
<span class="fa fa-layer-group"></span>
AMR &amp; data.table
</a>
<a class="dropdown-item" href="../articles/other_pkg.html">
<span class="fa fa-layer-group"></span>
AMR &amp; tidymodels
</a>
<a class="dropdown-item" href="../articles/other_pkg.html">
<span class="fa fa-layer-group"></span>
AMR &amp; base R
</a>
</div>
</li>
<li class="active nav-item">
<a class="nav-link" href="../reference/index.html">
<span class="fa fa-book-open"></span>
Manual
</a>
</li>
<li class="nav-item">
<a class="nav-link" href="../authors.html">
<span class="fa fa-users"></span>
Authors
</a>
</li>
</ul><form class="form-inline my-2 my-lg-0" role="search">
<input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
<ul class="navbar-nav"><li class="nav-item">
<a class="nav-link" href="../news/index.html">
<span class="far fa far fa-newspaper"></span>
Changelog
</a>
</li>
<li class="nav-item">
<a class="external-link nav-link" href="https://github.com/msberends/AMR">
<span class="fab fa fab fa-github"></span>
Source Code
</a>
</li>
</ul></div>
</div>
</nav><div class="container template-reference-topic">
<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.svg" class="logo" alt=""><h1>Determine Bug-Drug Combinations</h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/bug_drug_combinations.R" class="external-link"><code>R/bug_drug_combinations.R</code></a></small>
<div class="d-none name"><code>bug_drug_combinations.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Determine antimicrobial resistance (AMR) of all bug-drug combinations in your data set where at least 30 (default) isolates are available per species. Use <code><a href="https://rdrr.io/r/base/format.html" class="external-link">format()</a></code> on the result to prettify it to a publishable/printable format, see <em>Examples</em>.</p>
</div>
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">bug_drug_combinations</span><span class="op">(</span><span class="va">x</span>, col_mo <span class="op">=</span> <span class="cn">NULL</span>, FUN <span class="op">=</span> <span class="va">mo_shortname</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for bug_drug_combinations</span></span>
<span><span class="fu"><a href="https://rdrr.io/r/base/format.html" class="external-link">format</a></span><span class="op">(</span></span>
<span> <span class="va">x</span>,</span>
<span> translate_ab <span class="op">=</span> <span class="st">"name (ab, atc)"</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> minimum <span class="op">=</span> <span class="fl">30</span>,</span>
<span> combine_SI <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> add_ab_group <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> remove_intrinsic_resistant <span class="op">=</span> <span class="cn">FALSE</span>,</span>
<span> decimal.mark <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"OutDec"</span><span class="op">)</span>,</span>
<span> big.mark <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/ifelse.html" class="external-link">ifelse</a></span><span class="op">(</span><span class="va">decimal.mark</span> <span class="op">==</span> <span class="st">","</span>, <span class="st">"."</span>, <span class="st">","</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
<dl><dt>x</dt>
<dd><p>a data set with antibiotic columns, such as <code>amox</code>, <code>AMX</code> and <code>AMC</code></p></dd>
<dt>col_mo</dt>
<dd><p>column name of the names or codes of the microorganisms (see <code><a href="as.mo.html">as.mo()</a></code>) - the default is the first column of class <code><a href="as.mo.html">mo</a></code>. Values will be coerced using <code><a href="as.mo.html">as.mo()</a></code>.</p></dd>
<dt>FUN</dt>
<dd><p>the function to call on the <code>mo</code> column to transform the microorganism codes - the default is <code><a href="mo_property.html">mo_shortname()</a></code></p></dd>
<dt>...</dt>
<dd><p>arguments passed on to <code>FUN</code></p></dd>
<dt>translate_ab</dt>
<dd><p>a <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a> of length 1 containing column names of the <a href="antibiotics.html">antibiotics</a> data set</p></dd>
<dt>language</dt>
<dd><p>language of the returned text - the default is the current system language (see <code><a href="translate.html">get_AMR_locale()</a></code>) and can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_locale</a></code>. Use <code>language = NULL</code> or <code>language = ""</code> to prevent translation.</p></dd>
<dt>minimum</dt>
<dd><p>the minimum allowed number of available (tested) isolates. Any isolate count lower than <code>minimum</code> will return <code>NA</code> with a warning. The default number of <code>30</code> isolates is advised by the Clinical and Laboratory Standards Institute (CLSI) as best practice, see <em>Source</em>.</p></dd>
<dt>combine_SI</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether values S and I should be summed, so resistance will be based on only R - the default is <code>TRUE</code></p></dd>
<dt>add_ab_group</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate where the group of the antimicrobials must be included as a first column</p></dd>
<dt>remove_intrinsic_resistant</dt>
<dd><p><a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate that rows and columns with 100% resistance for all tested antimicrobials must be removed from the table</p></dd>
<dt>decimal.mark</dt>
<dd><p>the character to be used to indicate the numeric
decimal point.</p></dd>
<dt>big.mark</dt>
<dd><p>character; if not empty used as mark between every
<code>big.interval</code> decimals <em>before</em> (hence <code>big</code>) the
decimal point.</p></dd>
</dl></div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>The function <code>bug_drug_combinations()</code> returns a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> with columns "mo", "ab", "S", "I", "R" and "total".</p>
</div>
<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<p>The function <code><a href="https://rdrr.io/r/base/format.html" class="external-link">format()</a></code> calculates the resistance per bug-drug combination and returns a table ready for reporting/publishing. Use <code>combine_SI = TRUE</code> (default) to test R vs. S+I and <code>combine_SI = FALSE</code> to test R+I vs. S. This table can also directly be used in R Markdown / Quarto without the need for e.g. <code><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">knitr::kable()</a></code>.</p>
</div>
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># example_isolates is a data set available in the AMR package.</span></span></span>
<span class="r-in"><span><span class="co"># run ?example_isolates for more info.</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2002-01-02 A77334 65 F Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2002-01-03 A77334 65 F Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2002-01-07 067927 45 F ICU B_STPHY_EPDR R NA R NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2002-01-07 067927 45 F ICU B_STPHY_EPDR R NA R NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2002-01-13 067927 45 F ICU B_STPHY_EPDR R NA R NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2002-01-13 067927 45 F ICU B_STPHY_EPDR R NA R NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2002-01-14 462729 78 M Clinical B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2002-01-14 462729 78 M Clinical B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2002-01-16 067927 45 F ICU B_STPHY_EPDR R NA R NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2002-01-17 858515 79 F ICU B_STPHY_EPDR R NA S NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 1,990 more rows</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;, FEP &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;, GEN &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;, NIT &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># FOS &lt;sir&gt;, LNZ &lt;sir&gt;, CIP &lt;sir&gt;, MFX &lt;sir&gt;, VAN &lt;sir&gt;, TEC &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># TCY &lt;sir&gt;, TGC &lt;sir&gt;, DOX &lt;sir&gt;, ERY &lt;sir&gt;, CLI &lt;sir&gt;, AZM &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># IPM &lt;sir&gt;, MEM &lt;sir&gt;, MTR &lt;sir&gt;, CHL &lt;sir&gt;, COL &lt;sir&gt;, MUP &lt;sir&gt;, …</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
<span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu">bug_drug_combinations</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 6 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo ab S I R total</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> (unknown species) AMC 15 0 0 15</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> (unknown species) AMK 0 0 0 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> (unknown species) AMP 15 0 1 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> (unknown species) AMX 15 0 1 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> (unknown species) AZM 3 0 3 6</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">6</span> (unknown species) CAZ 0 0 0 0</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Use 'format()' on this result to get a publishable/printable format.</span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/format.html" class="external-link">format</a></span><span class="op">(</span><span class="va">x</span>, translate_ab <span class="op">=</span> <span class="st">"name (atc)"</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 39 × 12</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Group Drug CoNS `E. coli` `E. faecalis` `K. pneumoniae` `P. aeruginosa`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> <span style="color: #949494;">"</span>Aminogl… Amik… <span style="color: #949494;">"</span>100… <span style="color: #949494;">"</span> 0.0% … <span style="color: #949494;">"</span>100.0% (39/… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> <span style="color: #949494;">""</span> Gent… <span style="color: #949494;">"</span> 13… <span style="color: #949494;">"</span> 2.0% … <span style="color: #949494;">"</span>100.0% (39/… <span style="color: #949494;">"</span> 10.3% (6/58)<span style="color: #949494;">"</span> <span style="color: #949494;">"</span> 0.0% (0/30)<span style="color: #949494;">"</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> <span style="color: #949494;">""</span> Kana… <span style="color: #949494;">"</span>100… <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (39/… <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> <span style="color: #949494;">""</span> Tobr… <span style="color: #949494;">"</span> 78… <span style="color: #949494;">"</span> 2.6% … <span style="color: #949494;">"</span>100.0% (39/… <span style="color: #949494;">"</span> 10.3% (6/58)<span style="color: #949494;">"</span> <span style="color: #949494;">"</span> 0.0% (0/30)<span style="color: #949494;">"</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> <span style="color: #949494;">"</span>Ampheni… Chlo… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> <span style="color: #949494;">"</span>Antimyc… Rifa… <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% … <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (58/58… <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> <span style="color: #949494;">"</span>Beta-la… Amox… <span style="color: #949494;">"</span> 93… <span style="color: #949494;">"</span> 50.0% … <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (58/58… <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> <span style="color: #949494;">""</span> Amox… <span style="color: #949494;">"</span> 42… <span style="color: #949494;">"</span> 13.1% … <span style="color: #949494;">""</span> <span style="color: #949494;">"</span> 10.3% (6/58)<span style="color: #949494;">"</span> <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> <span style="color: #949494;">""</span> Ampi… <span style="color: #949494;">"</span> 93… <span style="color: #949494;">"</span> 50.0% … <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (58/58… <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> <span style="color: #949494;">""</span> Benz… <span style="color: #949494;">"</span> 77… <span style="color: #949494;">"</span>100.0% … <span style="color: #949494;">""</span> <span style="color: #949494;">"</span>100.0% (58/58… <span style="color: #949494;">"</span>100.0% (30/30…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 29 more rows</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 5 more variables: `P. mirabilis` &lt;chr&gt;, `S. aureus` &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># `S. epidermidis` &lt;chr&gt;, `S. hominis` &lt;chr&gt;, `S. pneumoniae` &lt;chr&gt;</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Use FUN to change to transformation of microorganism codes</span></span></span>
<span class="r-in"><span><span class="fu">bug_drug_combinations</span><span class="op">(</span><span class="va">example_isolates</span>,</span></span>
<span class="r-in"><span> FUN <span class="op">=</span> <span class="va">mo_gramstain</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 80 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo ab S I R total</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Gram-negative AMC 463 89 174 726</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Gram-negative AMK 251 0 5 256</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Gram-negative AMP 226 0 405 631</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Gram-negative AMX 226 0 405 631</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Gram-negative AZM 1 2 696 699</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Gram-negative CAZ 607 0 27 634</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Gram-negative CHL 1 0 30 31</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Gram-negative CIP 610 11 63 684</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Gram-negative CLI 18 1 709 728</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Gram-negative COL 309 0 78 387</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 70 more rows</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Use 'format()' on this result to get a publishable/printable format.</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">bug_drug_combinations</span><span class="op">(</span><span class="va">example_isolates</span>,</span></span>
<span class="r-in"><span> FUN <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/ifelse.html" class="external-link">ifelse</a></span><span class="op">(</span><span class="va">x</span> <span class="op">==</span> <span class="fu"><a href="as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"Escherichia coli"</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> <span class="st">"E. coli"</span>,</span></span>
<span class="r-in"><span> <span class="st">"Others"</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">}</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 80 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo ab S I R total</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> E. coli AMC 332 74 61 467</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> E. coli AMK 171 0 0 171</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> E. coli AMP 196 0 196 392</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> E. coli AMX 196 0 196 392</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> E. coli AZM 0 0 467 467</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> E. coli CAZ 449 0 11 460</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> E. coli CHL 0 0 0 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> E. coli CIP 398 1 57 456</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> E. coli CLI 0 0 467 467</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> E. coli COL 240 0 0 240</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 70 more rows</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Use 'format()' on this result to get a publishable/printable format.</span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>
</div>
</main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
</nav></aside></div>
<footer><div class="pkgdown-footer-left">
<p></p><p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU General Public License version 2.0 (GPL-2)</a>.<br>Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands.</p>
</div>
<div class="pkgdown-footer-right">
<p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 150px;"></a><a target="_blank" href="https://www.umcg.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_umcg.svg" style="max-width: 150px;"></a></p>
</div>
</footer></div>
</body></html>