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They help to select the columns of antibiotics that are of a specific antibiotic class, without the need to define the columns or antibiotic abbreviations." /> <meta property="og:image" content="https://msberends.github.io/AMR/logo.svg" /> <!-- mathjax --> <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script> <!--[if lt IE 9]> <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> <![endif]--> </head> <body data-spy="scroll" data-target="#toc"> <div class="container template-reference-topic"> <header> <div class="navbar navbar-default navbar-fixed-top" role="navigation"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> <span class="navbar-brand"> <a class="navbar-link" href="../index.html">AMR (for R)</a> <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.2.0.9030</span> </span> </div> <div id="navbar" class="navbar-collapse collapse"> <ul class="nav navbar-nav"> <li> <a href="../index.html"> <span class="fa fa-home"></span> Home </a> </li> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false"> <span class="fa fa-question-circle"></span> How to <span class="caret"></span> </a> <ul class="dropdown-menu" role="menu"> <li> <a href="../articles/AMR.html"> <span class="fa fa-directions"></span> Conduct AMR analysis </a> </li> <li> <a href="../articles/resistance_predict.html"> <span class="fa fa-dice"></span> Predict antimicrobial resistance </a> </li> <li> <a href="../articles/PCA.html"> <span class="fa fa-compress"></span> Conduct principal component analysis for AMR </a> </li> <li> <a href="../articles/MDR.html"> <span class="fa fa-skull-crossbones"></span> Determine multi-drug resistance (MDR) </a> </li> <li> <a href="../articles/WHONET.html"> <span class="fa fa-globe-americas"></span> Work with WHONET data </a> </li> <li> <a href="../articles/SPSS.html"> <span class="fa fa-file-upload"></span> Import data from SPSS/SAS/Stata </a> </li> <li> <a href="../articles/EUCAST.html"> <span class="fa fa-exchange-alt"></span> Apply EUCAST rules </a> </li> <li> <a href="../reference/mo_property.html"> <span class="fa fa-bug"></span> Get properties of a microorganism </a> </li> <li> <a href="../reference/ab_property.html"> <span class="fa fa-capsules"></span> Get properties of an antibiotic </a> </li> <li> <a href="../articles/benchmarks.html"> <span class="fa fa-shipping-fast"></span> Other: benchmarks </a> </li> </ul> </li> <li> <a href="../reference/"> <span class="fa fa-book-open"></span> Manual </a> </li> <li> <a href="../authors.html"> <span class="fa fa-users"></span> Authors </a> </li> <li> <a href="../news/"> <span class="far fa far fa-newspaper"></span> Changelog </a> </li> </ul> <ul class="nav navbar-nav navbar-right"> <li> <a href="https://github.com/msberends/AMR"> <span class="fab fa fab fa-github"></span> Source Code </a> </li> <li> <a href="../LICENSE-text.html"> <span class="fa fa-book"></span> Licence </a> </li> </ul> </div><!--/.nav-collapse --> </div><!--/.container --> </div><!--/.navbar --> </header> <div class="row"> <div class="col-md-9 contents"> <div class="page-header"> <h1>Antibiotic class selectors</h1> <small class="dont-index">Source: <a href='https://github.com/msberends/AMR/blob/master/R/ab_class_selectors.R'><code>R/ab_class_selectors.R</code></a></small> <div class="hidden name"><code>antibiotic_class_selectors.Rd</code></div> </div> <div class="ref-description"> <p>Use these selection helpers inside any function that allows <a href='https://tidyselect.r-lib.org/reference/language.html'>Tidyverse selections</a>, like <code><a href='https://dplyr.tidyverse.org/reference/select.html'>dplyr::select()</a></code> or <code><a href='https://tidyr.tidyverse.org/reference/pivot_longer.html'>tidyr::pivot_longer()</a></code>. They help to select the columns of antibiotics that are of a specific antibiotic class, without the need to define the columns or antibiotic abbreviations.</p> </div> <pre class="usage"><span class='fu'>ab_class</span>(<span class='no'>ab_class</span>) <span class='fu'>aminoglycosides</span>() <span class='fu'>carbapenems</span>() <span class='fu'>cephalosporins</span>() <span class='fu'>cephalosporins_1st</span>() <span class='fu'>cephalosporins_2nd</span>() <span class='fu'>cephalosporins_3rd</span>() <span class='fu'>cephalosporins_4th</span>() <span class='fu'>cephalosporins_5th</span>() <span class='fu'>fluoroquinolones</span>() <span class='fu'>glycopeptides</span>() <span class='fu'>macrolides</span>() <span class='fu'>penicillins</span>() <span class='fu'>tetracyclines</span>()</pre> <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2> <table class="ref-arguments"> <colgroup><col class="name" /><col class="desc" /></colgroup> <tr> <th>ab_class</th> <td><p>an antimicrobial class, like <code>"carbapenems"</code>. The columns <code>group</code>, <code>atc_group1</code> and <code>atc_group2</code> of the <a href='antibiotics.html'>antibiotics</a> data set will be searched (case-insensitive) for this value.</p></td> </tr> </table> <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2> <p>All columns will be searched for known antibiotic names, abbreviations, brand names and codes (ATC, EARS-Net, WHO, etc.). This means that a selector like e.g. <code>aminoglycosides()</code> will pick up column names like 'gen', 'genta', 'J01GB03', 'tobra', 'Tobracin', etc.</p> <p>These functions only work if the <code>tidyselect</code> package is installed, that comes with the <code>dplyr</code> package. An error will be thrown if <code>tidyselect</code> package is not installed, or if the functions are used outside a function that allows Tidyverse selections like <code><a href='https://dplyr.tidyverse.org/reference/select.html'>select()</a></code> or <code>pivot_longer()</code>.</p> <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2> <div class='dont-index'><p><code><a href='filter_ab_class.html'>filter_ab_class()</a></code> for the <code><a href='https://dplyr.tidyverse.org/reference/filter.html'>filter()</a></code> equivalent.</p></div> <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2> <pre class="examples"><span class='kw'>if</span> (<span class='fu'><a href='https://rdrr.io/r/base/library.html'>require</a></span>(<span class='st'>"dplyr"</span>)) { <span class='co'># this will select columns 'IPM' (imipenem) and 'MEM' (meropenem):</span> <span class='no'>example_isolates</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='fu'>carbapenems</span>()) <span class='co'># this will select columns 'mo', 'AMK', 'GEN', 'KAN' and 'TOB':</span> <span class='no'>example_isolates</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>mo</span>, <span class='fu'>aminoglycosides</span>()) <span class='co'># this will select columns 'mo' and all antimycobacterial drugs ('RIF'):</span> <span class='no'>example_isolates</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>mo</span>, <span class='fu'>ab_class</span>(<span class='st'>"mycobact"</span>)) <span class='co'># get bug/drug combinations for only macrolides in Gram-positives:</span> <span class='no'>example_isolates</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='fu'><a href='mo_property.html'>mo_gramstain</a></span>(<span class='no'>mo</span>) <span class='kw'>%like%</span> <span class='st'>"pos"</span>) <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>mo</span>, <span class='fu'>macrolides</span>()) <span class='kw'>%>%</span> <span class='fu'><a href='bug_drug_combinations.html'>bug_drug_combinations</a></span>() <span class='kw'>%>%</span> <span class='fu'><a href='https://rdrr.io/r/base/format.html'>format</a></span>() <span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(<span class='kw'>irrelevant</span> <span class='kw'>=</span> <span class='st'>"value"</span>, <span class='kw'>J01CA01</span> <span class='kw'>=</span> <span class='st'>"S"</span>) <span class='kw'>%>%</span> <span class='co'># ATC code of ampicillin</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='fu'>penicillins</span>()) <span class='co'># so the 'J01CA01' column is selected</span> }</pre> </div> <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar"> <nav id="toc" data-toggle="toc" class="sticky-top"> <h2 data-toc-skip>Contents</h2> </nav> </div> </div> <footer> <div class="copyright"> <p>Developed by <a href='https://www.rug.nl/staff/m.s.berends/'>Matthijs S. 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