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<!-- 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="Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. as.sir() transforms the input to a new class sir, which is an ordered factor with levels S &lt; I &lt; R.
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Currently breakpoints are available:
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For clinical microbiology from EUCAST 2011-2023 and CLSI 2011-2023;
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For veterinary microbiology from EUCAST 2021-2023 and CLSI 2019-2023;
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ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.
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All breakpoints used for interpretation are publicly available in the clinical_breakpoints data set."><title>Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data — as.sir • 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="Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data — as.sir"><meta property="og:description" content="Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. as.sir() transforms the input to a new class sir, which is an ordered factor with levels S &lt; I &lt; R.
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Currently breakpoints are available:
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For clinical microbiology from EUCAST 2011-2023 and CLSI 2011-2023;
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For veterinary microbiology from EUCAST 2021-2023 and CLSI 2019-2023;
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ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.
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All breakpoints used for interpretation are publicly available in the clinical_breakpoints data set."><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]>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9015</small>
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Conduct AMR Analysis
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Generate Antibiogram (Trad./Syndromic/WISCA)
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Conduct Principal Component Analysis for AMR
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<span class="fa fa-skull-crossbones"></span>
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Determine Multi-Drug Resistance (MDR)
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Apply Eucast Rules
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Get Taxonomy of a Microorganism
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AMR & dplyr/tidyverse
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<img src="../logo.svg" class="logo" alt=""><h1>Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data</h1>
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<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/sir.R" class="external-link"><code>R/sir.R</code></a></small>
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<div class="d-none name"><code>as.sir.Rd</code></div>
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</div>
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<div class="ref-description section level2">
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<p>Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. <code>as.sir()</code> transforms the input to a new class <code>sir</code>, which is an ordered <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a> with levels <code>S < I < R</code>.</p>
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<p>Currently breakpoints are available:</p><ul><li><p>For <strong>clinical microbiology</strong> from EUCAST 2011-2023 and CLSI 2011-2023;</p></li>
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<li><p>For <strong>veterinary microbiology</strong> from EUCAST 2021-2023 and CLSI 2019-2023;</p></li>
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<li><p>ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.</p></li>
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</ul><p>All breakpoints used for interpretation are publicly available in the <a href="clinical_breakpoints.html">clinical_breakpoints</a> data set.</p>
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</div>
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<div class="section level2">
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<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
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<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">as.sir</span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span></span>
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<span></span>
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<span><span class="va">NA_sir_</span></span>
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<span></span>
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<span><span class="fu">is.sir</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span>
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<span></span>
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<span><span class="fu">is_sir_eligible</span><span class="op">(</span><span class="va">x</span>, threshold <span class="op">=</span> <span class="fl">0.05</span><span class="op">)</span></span>
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<span></span>
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<span><span class="co"># S3 method for mic</span></span>
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<span><span class="fu">as.sir</span><span class="op">(</span></span>
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<span> <span class="va">x</span>,</span>
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<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
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<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
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<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> conserve_capped_values <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> reference_data <span class="op">=</span> <span class="fu">AMR</span><span class="fu">::</span><span class="va"><a href="clinical_breakpoints.html">clinical_breakpoints</a></span>,</span>
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<span> include_screening <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">"AMR_include_screening"</span>, <span class="cn">FALSE</span><span class="op">)</span>,</span>
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<span> include_PKPD <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">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
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<span> breakpoint_type <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">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
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<span> host <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> <span class="va">...</span></span>
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<span><span class="op">)</span></span>
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<span></span>
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<span><span class="co"># S3 method for disk</span></span>
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<span><span class="fu">as.sir</span><span class="op">(</span></span>
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<span> <span class="va">x</span>,</span>
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<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
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<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
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<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> reference_data <span class="op">=</span> <span class="fu">AMR</span><span class="fu">::</span><span class="va"><a href="clinical_breakpoints.html">clinical_breakpoints</a></span>,</span>
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<span> include_screening <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">"AMR_include_screening"</span>, <span class="cn">FALSE</span><span class="op">)</span>,</span>
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<span> include_PKPD <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">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
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<span> breakpoint_type <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">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
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<span> host <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> <span class="va">...</span></span>
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<span><span class="op">)</span></span>
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<span></span>
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<span><span class="co"># S3 method for data.frame</span></span>
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<span><span class="fu">as.sir</span><span class="op">(</span></span>
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<span> <span class="va">x</span>,</span>
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<span> <span class="va">...</span>,</span>
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<span> col_mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
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<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> conserve_capped_values <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> reference_data <span class="op">=</span> <span class="fu">AMR</span><span class="fu">::</span><span class="va"><a href="clinical_breakpoints.html">clinical_breakpoints</a></span>,</span>
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<span> include_screening <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">"AMR_include_screening"</span>, <span class="cn">FALSE</span><span class="op">)</span>,</span>
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<span> include_PKPD <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">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
|
||
<span> breakpoint_type <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">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
|
||
<span> host <span class="op">=</span> <span class="cn">NULL</span></span>
|
||
<span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="fu">sir_interpretation_history</span><span class="op">(</span>clean <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
|
||
</div>
|
||
|
||
<div class="section level2">
|
||
<h2 id="source">Source<a class="anchor" aria-label="anchor" href="#source"></a></h2>
|
||
<p>For interpretations of minimum inhibitory concentration (MIC) values and disk diffusion diameters:</p><ul><li><p><strong>CLSI M39: Analysis and Presentation of Cumulative Antimicrobial Susceptibility Test Data</strong>, 2011-2023, <em>Clinical and Laboratory Standards Institute</em> (CLSI). <a href="https://clsi.org/standards/products/microbiology/documents/m39/" class="external-link">https://clsi.org/standards/products/microbiology/documents/m39/</a>.</p></li>
|
||
<li><p><strong>CLSI M100: Performance Standard for Antimicrobial Susceptibility Testing</strong>, 2011-2023, <em>Clinical and Laboratory Standards Institute</em> (CLSI). <a href="https://clsi.org/standards/products/microbiology/documents/m100/" class="external-link">https://clsi.org/standards/products/microbiology/documents/m100/</a>.</p></li>
|
||
<li><p><strong>CLSI VET01: Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated From Animals</strong>, 2019-2023, <em>Clinical and Laboratory Standards Institute</em> (CLSI). <a href="https://clsi.org/standards/products/veterinary-medicine/documents/vet01//" class="external-link">https://clsi.org/standards/products/veterinary-medicine/documents/vet01//</a>.</p></li>
|
||
<li><p><strong>EUCAST Breakpoint tables for interpretation of MICs and zone diameters</strong>, 2011-2023, <em>European Committee on Antimicrobial Susceptibility Testing</em> (EUCAST). <a href="https://www.eucast.org/clinical_breakpoints" class="external-link">https://www.eucast.org/clinical_breakpoints</a>.</p></li>
|
||
</ul></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>vector of values (for class <code><a href="as.mic.html">mic</a></code>: MIC values in mg/L, for class <code><a href="as.disk.html">disk</a></code>: a disk diffusion radius in millimetres)</p></dd>
|
||
|
||
|
||
<dt>...</dt>
|
||
<dd><p>for using on a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>: names of columns to apply <code>as.sir()</code> on (supports tidy selection such as <code>column1:column4</code>). Otherwise: arguments passed on to methods.</p></dd>
|
||
|
||
|
||
<dt>threshold</dt>
|
||
<dd><p>maximum fraction of invalid antimicrobial interpretations of <code>x</code>, see <em>Examples</em></p></dd>
|
||
|
||
|
||
<dt>mo</dt>
|
||
<dd><p>any (vector of) text that can be coerced to valid microorganism codes with <code><a href="as.mo.html">as.mo()</a></code>, can be left empty to determine it automatically</p></dd>
|
||
|
||
|
||
<dt>ab</dt>
|
||
<dd><p>any (vector of) text that can be coerced to a valid antimicrobial drug code with <code><a href="as.ab.html">as.ab()</a></code></p></dd>
|
||
|
||
|
||
<dt>guideline</dt>
|
||
<dd><p>defaults to EUCAST 2023 (the latest implemented EUCAST guideline in the <a href="clinical_breakpoints.html">clinical_breakpoints</a> data set), but can be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_guideline</a></code>. Currently supports EUCAST (2011-2023) and CLSI (2011-2023), see <em>Details</em>.</p></dd>
|
||
|
||
|
||
<dt>uti</dt>
|
||
<dd><p>(Urinary Tract Infection) A vector with <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s (<code>TRUE</code> or <code>FALSE</code>) to specify whether a UTI specific interpretation from the guideline should be chosen. For using <code>as.sir()</code> on a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>, this can also be a column containing <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s or when left blank, the data set will be searched for a column 'specimen', and rows within this column containing 'urin' (such as 'urine', 'urina') will be regarded isolates from a UTI. See <em>Examples</em>.</p></dd>
|
||
|
||
|
||
<dt>conserve_capped_values</dt>
|
||
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate that MIC values starting with <code>">"</code> (but not <code>">="</code>) must always return "R" , and that MIC values starting with <code>"<"</code> (but not <code>"<="</code>) must always return "S"</p></dd>
|
||
|
||
|
||
<dt>add_intrinsic_resistance</dt>
|
||
<dd><p><em>(only useful when using a EUCAST guideline)</em> a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether intrinsic antibiotic resistance must also be considered for applicable bug-drug combinations, meaning that e.g. ampicillin will always return "R" in <em>Klebsiella</em> species. Determination is based on the <a href="intrinsic_resistant.html">intrinsic_resistant</a> data set, that itself is based on <a href="https://www.eucast.org/expert_rules_and_expected_phenotypes" class="external-link">'EUCAST Expert Rules' and 'EUCAST Intrinsic Resistance and Unusual Phenotypes' v3.3</a> (2021).</p></dd>
|
||
|
||
|
||
<dt>reference_data</dt>
|
||
<dd><p>a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> to be used for interpretation, which defaults to the <a href="clinical_breakpoints.html">clinical_breakpoints</a> data set. Changing this argument allows for using own interpretation guidelines. This argument must contain a data set that is equal in structure to the <a href="clinical_breakpoints.html">clinical_breakpoints</a> data set (same column names and column types). Please note that the <code>guideline</code> argument will be ignored when <code>reference_data</code> is manually set.</p></dd>
|
||
|
||
|
||
<dt>include_screening</dt>
|
||
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate that clinical breakpoints for screening are allowed - the default is <code>FALSE</code>. Can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_include_screening</a></code>.</p></dd>
|
||
|
||
|
||
<dt>include_PKPD</dt>
|
||
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate that PK/PD clinical breakpoints must be applied as a last resort - the default is <code>TRUE</code>. Can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_include_PKPD</a></code>.</p></dd>
|
||
|
||
|
||
<dt>breakpoint_type</dt>
|
||
<dd><p>the type of breakpoints to use, either "ECOFF", "animal", or "human". ECOFF stands for Epidemiological Cut-Off values. The default is <code>"human"</code>, which can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_breakpoint_type</a></code>. If <code>host</code> is set to values of veterinary species, this will automatically be set to <code>"animal"</code>.</p></dd>
|
||
|
||
|
||
<dt>host</dt>
|
||
<dd><p>a vector (or column name) with <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a>s to indicate the host. Only useful for veterinary breakpoints, as it requires <code>breakpoint_type = "animal"</code>. The values can be any text resembling the animal species, even in any of the 20 supported languages of this package. For foreign languages, be sure to set the language with <code><a href="translate.html">set_AMR_locale()</a></code> (though it will be automatically guessed based on the system language).</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>clean</dt>
|
||
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether previously stored results should be forgotten after returning the 'logbook' with results</p></dd>
|
||
|
||
</dl></div>
|
||
<div class="section level2">
|
||
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
|
||
|
||
|
||
<p>Ordered <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a> with new class <code>sir</code></p>
|
||
|
||
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
|
||
<p><em>Note: The clinical breakpoints in this package were validated through, and imported from, <a href="https://whonet.org" class="external-link">WHONET</a>. The public use of this <code>AMR</code> package has been endorsed by both CLSI and EUCAST. See <a href="clinical_breakpoints.html">clinical_breakpoints</a> for more information.</em></p><div class="section">
|
||
<h3 id="how-it-works">How it Works<a class="anchor" aria-label="anchor" href="#how-it-works"></a></h3>
|
||
|
||
|
||
<p>The <code>as.sir()</code> function can work in four ways:</p><ol><li><p>For <strong>cleaning raw / untransformed data</strong>. The data will be cleaned to only contain values S, I and R and will try its best to determine this with some intelligence. For example, mixed values with SIR interpretations and MIC values such as <code>"<0.25; S"</code> will be coerced to <code>"S"</code>. Combined interpretations for multiple test methods (as seen in laboratory records) such as <code>"S; S"</code> will be coerced to <code>"S"</code>, but a value like <code>"S; I"</code> will return <code>NA</code> with a warning that the input is unclear.</p></li>
|
||
<li><p>For <strong>interpreting minimum inhibitory concentration (MIC) values</strong> according to EUCAST or CLSI. You must clean your MIC values first using <code><a href="as.mic.html">as.mic()</a></code>, that also gives your columns the new data class <code><a href="as.mic.html">mic</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> argument.</p><ul><li><p>Using <code>dplyr</code>, SIR interpretation can be done very easily with either:</p>
|
||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.sir)</span>
|
||
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.mic), as.sir))</span>
|
||
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a></span>
|
||
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.sir, <span class="at">host =</span> <span class="st">"column_with_animal_hosts"</span>, <span class="at">guideline =</span> <span class="st">"CLSI"</span>)</span></code></pre><p></p></div></li>
|
||
<li><p>Operators like "<=" will be stripped before interpretation. When using <code>conserve_capped_values = TRUE</code>, an MIC value of e.g. ">2" will always return "R", even if the breakpoint according to the chosen guideline is ">=4". This is to prevent that capped values from raw laboratory data would not be treated conservatively. The default behaviour (<code>conserve_capped_values = FALSE</code>) considers ">2" to be lower than ">=4" and might in this case return "S" or "I".</p></li>
|
||
</ul></li>
|
||
<li><p>For <strong>interpreting disk diffusion diameters</strong> according to EUCAST or CLSI. You must clean your disk zones first using <code><a href="as.disk.html">as.disk()</a></code>, that also gives your columns the new data class <code><a href="as.disk.html">disk</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> argument.</p><ul><li><p>Using <code>dplyr</code>, SIR interpretation can be done very easily with either:</p>
|
||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.sir)</span>
|
||
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.disk), as.sir))</span>
|
||
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a></span>
|
||
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.sir, <span class="at">host =</span> <span class="st">"column_with_animal_hosts"</span>, <span class="at">guideline =</span> <span class="st">"CLSI"</span>)</span></code></pre><p></p></div></li>
|
||
</ul></li>
|
||
<li><p>For <strong>interpreting a complete data set</strong>, with automatic determination of MIC values, disk diffusion diameters, microorganism names or codes, and antimicrobial test results. This is done very simply by running <code>as.sir(your_data)</code>.</p></li>
|
||
</ol><p><strong>For points 2, 3 and 4: Use <code>sir_interpretation_history()</code></strong> to retrieve a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> (or <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> if the <code>tibble</code> package is installed) with all results of the last <code>as.sir()</code> call.</p>
|
||
</div>
|
||
|
||
<div class="section">
|
||
<h3 id="supported-guidelines">Supported Guidelines<a class="anchor" aria-label="anchor" href="#supported-guidelines"></a></h3>
|
||
|
||
|
||
<p>For interpreting MIC values as well as disk diffusion diameters, currently implemented guidelines are for <strong>clinical microbiology</strong>: EUCAST 2011-2023 and CLSI 2011-2023, and for <strong>veterinary microbiology</strong>: EUCAST 2021-2023 and CLSI 2019-2023.</p>
|
||
<p>Thus, the <code>guideline</code> argument must be set to e.g., <code>"EUCAST 2023"</code> or <code>"CLSI 2023"</code>. By simply using <code>"EUCAST"</code> (the default) or <code>"CLSI"</code> as input, the latest included version of that guideline will automatically be selected. You can set your own data set using the <code>reference_data</code> argument. The <code>guideline</code> argument will then be ignored.</p>
|
||
<p>You can set the default guideline with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_guideline</a></code> (e.g. in your <code>.Rprofile</code> file), such as:</p>
|
||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"CLSI"</span>)</span>
|
||
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"CLSI 2018"</span>)</span>
|
||
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"EUCAST 2020"</span>)</span>
|
||
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a> <span class="co"># or to reset:</span></span>
|
||
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="cn">NULL</span>)</span></code></pre><p></p></div>
|
||
<p>For veterinary guidelines, these might be the best options:</p>
|
||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"CLSI"</span>)</span>
|
||
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_breakpoint_type =</span> <span class="st">"animal"</span>)</span></code></pre><p></p></div>
|
||
</div>
|
||
|
||
<div class="section">
|
||
<h3 id="after-interpretation">After Interpretation<a class="anchor" aria-label="anchor" href="#after-interpretation"></a></h3>
|
||
|
||
|
||
<p>After using <code>as.sir()</code>, you can use the <code><a href="eucast_rules.html">eucast_rules()</a></code> defined by EUCAST to (1) apply inferred susceptibility and resistance based on results of other antimicrobials and (2) apply intrinsic resistance based on taxonomic properties of a microorganism.</p>
|
||
</div>
|
||
|
||
<div class="section">
|
||
<h3 id="machine-readable-clinical-breakpoints">Machine-Readable Clinical Breakpoints<a class="anchor" aria-label="anchor" href="#machine-readable-clinical-breakpoints"></a></h3>
|
||
|
||
|
||
<p>The repository of this package <a href="https://github.com/msberends/AMR/blob/main/data-raw/clinical_breakpoints.txt" class="external-link">contains a machine-readable version</a> of all guidelines. This is a CSV file consisting of 29 883 rows and 13 columns. This file is machine-readable, since it contains one row for every unique combination of the test method (MIC or disk diffusion), the antimicrobial drug and the microorganism. <strong>This allows for easy implementation of these rules in laboratory information systems (LIS)</strong>. Note that it only contains interpretation guidelines for humans - interpretation guidelines from CLSI for animals were removed.</p>
|
||
</div>
|
||
|
||
<div class="section">
|
||
<h3 id="other">Other<a class="anchor" aria-label="anchor" href="#other"></a></h3>
|
||
|
||
|
||
<p>The function <code>is.sir()</code> detects if the input contains class <code>sir</code>. If the input is a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>, it iterates over all columns and returns a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> vector.</p>
|
||
<p>The function <code>is_sir_eligible()</code> returns <code>TRUE</code> when a columns contains at most 5% invalid antimicrobial interpretations (not S and/or I and/or R), and <code>FALSE</code> otherwise. The threshold of 5% can be set with the <code>threshold</code> argument. If the input is a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>, it iterates over all columns and returns a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> vector.</p>
|
||
</div>
|
||
|
||
<p><code>NA_sir_</code> is a missing value of the new <code>sir</code> class, analogous to e.g. base <span style="R">R</span>'s <code><a href="https://rdrr.io/r/base/NA.html" class="external-link">NA_character_</a></code>.</p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="interpretation-of-sir">Interpretation of SIR<a class="anchor" aria-label="anchor" href="#interpretation-of-sir"></a></h2>
|
||
|
||
|
||
<p>In 2019, the European Committee on Antimicrobial Susceptibility Testing (EUCAST) has decided to change the definitions of susceptibility testing categories S, I, and R as shown below (<a href="https://www.eucast.org/newsiandr" class="external-link">https://www.eucast.org/newsiandr</a>):</p><ul><li><p><strong>S - Susceptible, standard dosing regimen</strong><br>
|
||
A microorganism is categorised as "Susceptible, standard dosing regimen", when there is a high likelihood of therapeutic success using a standard dosing regimen of the agent.</p></li>
|
||
<li><p><strong>I - Susceptible, increased exposure</strong> <em><br>
|
||
A microorganism is categorised as "Susceptible, Increased exposure</em>" when there is a high likelihood of therapeutic success because exposure to the agent is increased by adjusting the dosing regimen or by its concentration at the site of infection.</p></li>
|
||
<li><p><strong>R = Resistant</strong><br>
|
||
A microorganism is categorised as "Resistant" when there is a high likelihood of therapeutic failure even when there is increased exposure.</p><ul><li><p><em>Exposure</em> is a function of how the mode of administration, dose, dosing interval, infusion time, as well as distribution and excretion of the antimicrobial agent will influence the infecting organism at the site of infection.</p></li>
|
||
</ul></li>
|
||
</ul><p>This AMR package honours this insight. Use <code><a href="proportion.html">susceptibility()</a></code> (equal to <code><a href="proportion.html">proportion_SI()</a></code>) to determine antimicrobial susceptibility and <code><a href="count.html">count_susceptible()</a></code> (equal to <code><a href="count.html">count_SI()</a></code>) to count susceptible isolates.</p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="reference-data-publicly-available">Reference Data Publicly Available<a class="anchor" aria-label="anchor" href="#reference-data-publicly-available"></a></h2>
|
||
|
||
|
||
<p>All data sets in this <code>AMR</code> package (about microorganisms, antibiotics, SIR interpretation, EUCAST rules, etc.) are publicly and freely available for download in the following formats: R, MS Excel, Apache Feather, Apache Parquet, SPSS, SAS, and Stata. We also provide tab-separated plain text files that are machine-readable and suitable for input in any software program, such as laboratory information systems. Please visit <a href="https://msberends.github.io/AMR/articles/datasets.html">our website for the download links</a>. The actual files are of course available on <a href="https://github.com/msberends/AMR/tree/main/data-raw" class="external-link">our GitHub repository</a>.</p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="see-also">See also<a class="anchor" aria-label="anchor" href="#see-also"></a></h2>
|
||
<div class="dont-index"><p><code><a href="as.mic.html">as.mic()</a></code>, <code><a href="as.disk.html">as.disk()</a></code>, <code><a href="as.mo.html">as.mo()</a></code></p></div>
|
||
</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="va">example_isolates</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 2,000 × 46</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> date patient age gender ward mo PEN OXA FLC AMX </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><date></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><dbl></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></span> <span style="color: #949494;"># ℹ 1,990 more rows</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 36 more variables: AMC <sir>, AMP <sir>, TZP <sir>, CZO <sir>, FEP <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># CXM <sir>, FOX <sir>, CTX <sir>, CAZ <sir>, CRO <sir>, GEN <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># TOB <sir>, AMK <sir>, KAN <sir>, TMP <sir>, SXT <sir>, NIT <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># FOS <sir>, LNZ <sir>, CIP <sir>, MFX <sir>, VAN <sir>, TEC <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># TCY <sir>, TGC <sir>, DOX <sir>, ERY <sir>, CLI <sir>, AZM <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># IPM <sir>, MEM <sir>, MTR <sir>, CHL <sir>, COL <sir>, MUP <sir>, …</span></span>
|
||
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary</a></span><span class="op">(</span><span class="va">example_isolates</span><span class="op">)</span> <span class="co"># see all SIR results at a glance</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> date patient age gender </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Min. :2002-01-02 Length:2000 Min. : 0.00 Length:2000 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> 1st Qu.:2005-07-31 Class :character 1st Qu.:63.00 Class :character </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Median :2009-07-31 Mode :character Median :74.00 Mode :character </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Mean :2009-11-20 Mean :70.69 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> 3rd Qu.:2014-05-30 3rd Qu.:82.00 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Max. :2017-12-28 Max. :97.00 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> ward mo PEN </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Length:2000 Class :mo Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class :character <NA> :0 %R :73.7% (n=1201) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Mode :character Unique:90 %SI :26.3% (n=428) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> #1 :B_ESCHR_COLI - %S :25.6% (n=417) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> #2 :B_STPHY_CONS - %I : 0.7% (n=11) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> #3 :B_STPHY_AURS </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> OXA FLC AMX </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :31.2% (n=114) %R :29.5% (n=278) %R :59.6% (n=804) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :68.8% (n=251) %SI :70.5% (n=665) %SI :40.4% (n=546) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :68.8% (n=251) - %S :70.5% (n=665) - %S :40.2% (n=543) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 0.0% (n=0) - %I : 0.2% (n=3) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> AMC AMP TZP </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :23.7% (n=446) %R :59.6% (n=804) %R :12.6% (n=126) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :76.3% (n=1433) %SI :40.4% (n=546) %SI :87.4% (n=875) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :71.4% (n=1342) - %S :40.2% (n=543) - %S :86.1% (n=862) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 4.8% (n=91) - %I : 0.2% (n=3) - %I : 1.3% (n=13) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> CZO FEP CXM </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :44.6% (n=199) %R :14.2% (n=103) %R :26.3% (n=470) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :55.4% (n=247) %SI :85.8% (n=621) %SI :73.7% (n=1319) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :54.9% (n=245) - %S :85.6% (n=620) - %S :72.5% (n=1297) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.4% (n=2) - %I : 0.1% (n=1) - %I : 1.2% (n=22) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> FOX CTX CAZ </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :27.4% (n=224) %R :15.5% (n=146) %R :66.5% (n=1204) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :72.6% (n=594) %SI :84.5% (n=797) %SI :33.5% (n=607) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :71.6% (n=586) - %S :84.4% (n=796) - %S :33.5% (n=607) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 1.0% (n=8) - %I : 0.1% (n=1) - %I : 0.0% (n=0) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> CRO GEN TOB </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :15.5% (n=146) %R :24.6% (n=456) %R :34.4% (n=465) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :84.5% (n=797) %SI :75.4% (n=1399) %SI :65.6% (n=886) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :84.4% (n=796) - %S :74.0% (n=1372) - %S :65.1% (n=879) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.1% (n=1) - %I : 1.5% (n=27) - %I : 0.5% (n=7) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> AMK KAN TMP </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :63.7% (n=441) %R :100.0% (n=471) %R :38.1% (n=571) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :36.3% (n=251) %SI : 0.0% (n=0) %SI :61.9% (n=928) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :36.3% (n=251) - %S : 0.0% (n=0) - %S :61.2% (n=918) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 0.0% (n=0) - %I : 0.7% (n=10) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> SXT NIT FOS </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :20.5% (n=361) %R :17.1% (n=127) %R :42.2% (n=148) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :79.5% (n=1398) %SI :82.9% (n=616) %SI :57.8% (n=203) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :79.1% (n=1392) - %S :76.0% (n=565) - %S :57.8% (n=203) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.3% (n=6) - %I : 6.9% (n=51) - %I : 0.0% (n=0) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> LNZ CIP MFX </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :69.3% (n=709) %R :16.2% (n=228) %R :33.6% (n=71) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :30.7% (n=314) %SI :83.8% (n=1181) %SI :66.4% (n=140) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :30.7% (n=314) - %S :78.9% (n=1112) - %S :64.5% (n=136) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 4.9% (n=69) - %I : 1.9% (n=4) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> VAN TEC TCY </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :38.3% (n=712) %R :75.7% (n=739) %R :29.8% (n=357) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :61.7% (n=1149) %SI :24.3% (n=237) %SI :70.3% (n=843) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :61.7% (n=1149) - %S :24.3% (n=237) - %S :68.3% (n=820) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 0.0% (n=0) - %I : 1.9% (n=23) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> TGC DOX ERY </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :12.7% (n=101) %R :27.7% (n=315) %R :57.2% (n=1084) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :87.3% (n=697) %SI :72.3% (n=821) %SI :42.8% (n=810) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :87.3% (n=697) - %S :71.7% (n=814) - %S :42.3% (n=801) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 0.6% (n=7) - %I : 0.5% (n=9) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> CLI AZM IPM </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :61.2% (n=930) %R :57.2% (n=1084) %R : 6.2% (n=55) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :38.8% (n=590) %SI :42.8% (n=810) %SI :93.8% (n=834) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :38.6% (n=586) - %S :42.3% (n=801) - %S :92.7% (n=824) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.3% (n=4) - %I : 0.5% (n=9) - %I : 1.1% (n=10) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> MEM MTR CHL </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R : 5.9% (n=49) %R :14.7% (n=5) %R :21.4% (n=33) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :94.1% (n=780) %SI :85.3% (n=29) %SI :78.6% (n=121) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :94.1% (n=780) - %S :85.3% (n=29) - %S :78.6% (n=121) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 0.0% (n=0) - %I : 0.0% (n=0) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> COL MUP RIF </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class:sir Class:sir Class:sir </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %R :81.2% (n=1331) %R : 5.9% (n=16) %R :69.6% (n=698) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> %SI :18.8% (n=309) %SI :94.1% (n=254) %SI :30.4% (n=305) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %S :18.8% (n=309) - %S :93.0% (n=251) - %S :30.2% (n=303) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> - %I : 0.0% (n=0) - %I : 1.1% (n=3) - %I : 0.2% (n=2) </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> </span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># For INTERPRETING disk diffusion and MIC values -----------------------</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># a whole data set, even with combined MIC values and disk zones</span></span></span>
|
||
<span class="r-in"><span><span class="va">df</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
|
||
<span class="r-in"><span> microorganism <span class="op">=</span> <span class="st">"Escherichia coli"</span>,</span></span>
|
||
<span class="r-in"><span> AMP <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fl">8</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> CIP <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fl">0.256</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> GEN <span class="op">=</span> <span class="fu"><a href="as.disk.html">as.disk</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> TOB <span class="op">=</span> <span class="fu"><a href="as.disk.html">as.disk</a></span><span class="op">(</span><span class="fl">16</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> ERY <span class="op">=</span> <span class="st">"R"</span></span></span>
|
||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span><span class="va">df</span><span class="op">)</span></span></span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'AMP' (ampicillin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'CIP' (ciprofloxacin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: column 'GEN' (gentamicin), EUCAST</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: column 'TOB' (tobramycin), EUCAST</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Assigning class 'sir' to already clean column 'ERY' (erythromycin)...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> microorganism AMP CIP GEN TOB ERY</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> 1 Escherichia coli S I S S R</span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># return a 'logbook' about the results:</span></span></span>
|
||
<span class="r-in"><span><span class="fu">sir_interpretation_history</span><span class="op">(</span><span class="op">)</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 13 × 14</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> datetime index ab_user mo_user ab mo input</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><dttm></span> <span style="color: #949494; font-style: italic;"><int></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><ab></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><dbl></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> 2024-03-09 <span style="color: #949494;">15:51:06</span> 1 TOB Escherich… TOB B_[ORD]_ENTRBCTR 16 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> 2024-03-09 <span style="color: #949494;">15:51:06</span> 1 GEN Escherich… GEN B_[ORD]_ENTRBCTR 18 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> 2024-03-09 <span style="color: #949494;">15:51:06</span> 1 CIP Escherich… CIP B_[ORD]_ENTRBCTR 0.256</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> 2024-03-09 <span style="color: #949494;">15:51:06</span> 1 AMP Escherich… AMP B_[ORD]_ENTRBCTR 8 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> 2024-03-09 <span style="color: #949494;">15:51:02</span> 1 AMX B_STRPT_P… AMX B_STRPT_PNMN 0.01 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> 2024-03-09 <span style="color: #949494;">15:51:02</span> 2 AMX B_STRPT_P… AMX B_STRPT_PNMN 2 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> 2024-03-09 <span style="color: #949494;">15:51:02</span> 3 AMX B_STRPT_P… AMX B_STRPT_PNMN 4 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> 2024-03-09 <span style="color: #949494;">15:51:02</span> 4 AMX B_STRPT_P… AMX B_STRPT_PNMN 8 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> 2024-03-09 <span style="color: #949494;">15:51:01</span> 1 AMX B_STRPT_P… AMX B_STRPT_PNMN 2 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> 2024-03-09 <span style="color: #949494;">15:51:01</span> 1 TOB Escherich… TOB B_[ORD]_ENTRBCTR 16 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">11</span> 2024-03-09 <span style="color: #949494;">15:51:01</span> 1 GEN Escherich… GEN B_[ORD]_ENTRBCTR 18 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">12</span> 2024-03-09 <span style="color: #949494;">15:51:01</span> 1 AMP Escherich… AMP B_[ORD]_ENTRBCTR 20 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">13</span> 2024-03-09 <span style="color: #949494;">15:51:01</span> 1 ampicillin Strep pneu AMP B_STRPT_PNMN 18 </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 7 more variables: outcome <sir>, method <chr>, breakpoint_S_R <chr>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># guideline <chr>, host <chr>, ref_table <chr>, uti <lgl></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># for single values</span></span></span>
|
||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span></span></span>
|
||
<span class="r-in"><span> x <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> mo <span class="op">=</span> <span class="fu"><a href="as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"S. pneumoniae"</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> ab <span class="op">=</span> <span class="st">"AMP"</span>,</span></span>
|
||
<span class="r-in"><span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span></span></span>
|
||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ampicillin (AMP) in Streptococcus</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> pneumoniae - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span></span></span>
|
||
<span class="r-in"><span> x <span class="op">=</span> <span class="fu"><a href="as.disk.html">as.disk</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> mo <span class="op">=</span> <span class="st">"Strep pneu"</span>, <span class="co"># `mo` will be coerced with as.mo()</span></span></span>
|
||
<span class="r-in"><span> ab <span class="op">=</span> <span class="st">"ampicillin"</span>, <span class="co"># and `ab` with as.ab()</span></span></span>
|
||
<span class="r-in"><span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span></span></span>
|
||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'ampicillin' (AMP), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> [1] R</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="co"># the dplyr way</span></span></span>
|
||
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.mic</span>, <span class="va">as.sir</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="as.mic.html">is.mic</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="op">|</span> <span class="fu"><a href="as.disk.html">is.disk</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://tidyselect.r-lib.org/reference/where.html" class="external-link">where</a></span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_at</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars</a></span><span class="op">(</span><span class="va">AMP</span><span class="op">:</span><span class="va">TOB</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="va">AMP</span><span class="op">:</span><span class="va">TOB</span>, <span class="va">as.sir</span><span class="op">)</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_at</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars</a></span><span class="op">(</span><span class="va">AMP</span><span class="op">:</span><span class="va">TOB</span><span class="op">)</span>, <span class="va">as.sir</span>, mo <span class="op">=</span> <span class="va">.</span><span class="op">$</span><span class="va">microorganism</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="co"># to include information about urinary tract infections (UTI)</span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
|
||
<span class="r-in"><span> mo <span class="op">=</span> <span class="st">"E. coli"</span>,</span></span>
|
||
<span class="r-in"><span> NIT <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"<= 2"</span>, <span class="fl">32</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> from_the_bladder <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="cn">TRUE</span>, <span class="cn">FALSE</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu">as.sir</span><span class="op">(</span>uti <span class="op">=</span> <span class="st">"from_the_bladder"</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
|
||
<span class="r-in"><span> mo <span class="op">=</span> <span class="st">"E. coli"</span>,</span></span>
|
||
<span class="r-in"><span> NIT <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"<= 2"</span>, <span class="fl">32</span><span class="op">)</span>,</span></span>
|
||
<span class="r-in"><span> specimen <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"urine"</span>, <span class="st">"blood"</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu">as.sir</span><span class="op">(</span><span class="op">)</span> <span class="co"># automatically determines urine isolates</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_at</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars</a></span><span class="op">(</span><span class="va">AMP</span><span class="op">:</span><span class="va">TOB</span><span class="op">)</span>, <span class="va">as.sir</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, uti <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span><span class="op">}</span></span></span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'TOB' (tobramycin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'TOB' (tobramycin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'TOB' (tobramycin) based on column</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for ampicillin (AMP) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ciprofloxacin (CIP) in Escherichia coli</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'TOB' (tobramycin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming an unspecified body site. Use argument uti to</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'NIT' (nitrofurantoin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Assuming value "urine" in column 'specimen' reflects a urinary tract</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> infection.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Use as.sir(uti = FALSE) to prevent this.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'NIT' (nitrofurantoin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'TOB' (tobramycin), EUCAST 2023...</span>
|
||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> microorganism AMP CIP GEN TOB ERY</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> 1 Escherichia coli S <NA> S S R</span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># For CLEANING existing SIR values ------------------------------------</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"S"</span>, <span class="st">"I"</span>, <span class="st">"R"</span>, <span class="st">"A"</span>, <span class="st">"B"</span>, <span class="st">"C"</span><span class="op">)</span><span class="op">)</span></span></span>
|
||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in as.sir(): 3 results in column '24' truncated (50%) that were invalid</span>
|
||
<span class="r-wrn co"><span class="r-pr">#></span> antimicrobial interpretations: "A", "B", and "C"</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> [1] S I R <NA> <NA> <NA></span>
|
||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span><span class="st">"<= 0.002; S"</span><span class="op">)</span> <span class="co"># will return "S"</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||
<span class="r-out co"><span class="r-pr">#></span> [1] S</span>
|
||
<span class="r-in"><span><span class="va">sir_data</span> <span class="op"><-</span> <span class="fu">as.sir</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">"S"</span>, <span class="fl">474</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">"I"</span>, <span class="fl">36</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">"R"</span>, <span class="fl">370</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span><span class="fu">is.sir</span><span class="op">(</span><span class="va">sir_data</span><span class="op">)</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> [1] TRUE</span>
|
||
<span class="r-in"><span><span class="fu"><a href="plot.html">plot</a></span><span class="op">(</span><span class="va">sir_data</span><span class="op">)</span> <span class="co"># for percentages</span></span></span>
|
||
<span class="r-plt img"><img src="as.sir-1.png" alt="" width="700" height="433"></span>
|
||
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/graphics/barplot.html" class="external-link">barplot</a></span><span class="op">(</span><span class="va">sir_data</span><span class="op">)</span> <span class="co"># for frequencies</span></span></span>
|
||
<span class="r-plt img"><img src="as.sir-2.png" alt="" width="700" height="433"></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span><span class="co"># the dplyr way</span></span></span>
|
||
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
|
||
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_at</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars</a></span><span class="op">(</span><span class="va">PEN</span><span class="op">:</span><span class="va">RIF</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span> <span class="co"># same:</span></span></span>
|
||
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu">as.sir</span><span class="op">(</span><span class="va">PEN</span><span class="op">:</span><span class="va">RIF</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="co"># fastest way to transform all columns with already valid AMR results to class `sir`:</span></span></span>
|
||
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span></span></span>
|
||
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is_sir_eligible</span>, <span class="va">as.sir</span><span class="op">)</span></span></span>
|
||
<span class="r-in"><span></span></span>
|
||
<span class="r-in"><span> <span class="co"># since dplyr 1.0.0, this can also be:</span></span></span>
|
||
<span class="r-in"><span> <span class="co"># example_isolates %>%</span></span></span>
|
||
<span class="r-in"><span> <span class="co"># mutate(across(where(is_sir_eligible), as.sir))</span></span></span>
|
||
<span class="r-in"><span><span class="op">}</span></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 2,000 × 46</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> date patient age gender ward mo PEN OXA FLC AMX </span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><date></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><dbl></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span> <span style="color: #949494; font-style: italic;"><sir></span></span>
|
||
<span class="r-out co"><span class="r-pr">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></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">#></span> <span style="color: #949494;"># ℹ 1,990 more rows</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 36 more variables: AMC <sir>, AMP <sir>, TZP <sir>, CZO <sir>, FEP <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># CXM <sir>, FOX <sir>, CTX <sir>, CAZ <sir>, CRO <sir>, GEN <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># TOB <sir>, AMK <sir>, KAN <sir>, TMP <sir>, SXT <sir>, NIT <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># FOS <sir>, LNZ <sir>, CIP <sir>, MFX <sir>, VAN <sir>, TEC <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># TCY <sir>, TGC <sir>, DOX <sir>, ERY <sir>, CLI <sir>, AZM <sir>,</span></span>
|
||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># IPM <sir>, MEM <sir>, MTR <sir>, CHL <sir>, COL <sir>, MUP <sir>, …</span></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>
|
||
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|
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|
||
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|
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