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                    <h1 class="tm-banner-title">MATRiX: a Shiny application to explore microarray data <a href="https://get.genotoul.fr/en/" target="_blank">
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                                <i class="fa fa-tasks tm-nav-fa"></i>Our Service</a>
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                                    <h2 class="tm-section-title">MATRiX app</h2>
                                    <p>Turnkey solution built with the Shiny Framework to explore microarray data.</p>
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                                <a href="http://matrix.toulouse.inra.fr/app/" target="_blank" class="tm-welcome-link tm-button">Launch the app</a>
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                                    <p>Here is our poster made for the bioinformatics/biostatistics meeting.</p>
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                            <h2 class="tm-section-title">MATRiX app</h2>
                            <p class="tm-section-description">Transcriptomic is a common tool to asses differential gene expression in order to compare multiple conditions.</p>
                        <p class="tm-section-description"> The GeT-TRiX facility offers a service for acquisition and statistical analysis of transcriptomic data on DNA chips. The data analyses are performed using R scripts from raw data pretratments to statistical analysis. It is noted that statistical analyses define arbtirare filtering critera to select relevant genes. Hence biologists are led to reconsider these criteria according to their own scientific question.</p>
                            <p class="tm-section-description">In order to allow biologists to explore their datasets in autonomy and generate graphical representations, we have deployed a turnkey solution build with the shiny framework.</p>
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                                <figcaption>
                                    <h2>PCA <span></h2>
                                    <p>Compare your groups</p>
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                                    <h2>Volcano Plot</h2>
                                    <p>Significance versus fold-change</p>
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                                    <h2>Venn Diagram</h2>
                                    <p>Compare your list of genes</p>
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                                    <h2>Heatmap <span></h2>
                                    <p>Classify your samples and genes</p>
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                                  <h2>Functional Analysis</h2>
                                  <p>Queries the DAVID database</p>
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                                    <h2>Bubble graph</h2>
                                    <p>Top 10 of your functional analysis</p>
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                            <h2 class="tm-section-title">The main contributors to MATRiX</h2>
                            <p>Yannick Lippi (Initiator, beta-testing, feature suggestions)</p>
                            <p>Franck Soubès (Coding, Unit testing, documentation, packaging, deployment of the web service, feature suggestions)</p>
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                              <h2 class="tm-section-title">Acknowledgements</h2>
                              <p>Thanks to the Toxalim's team BioToMyc & TIM and especially to the following people for their helps reporting errors, proposing new features and beta testing of MATRiX:</p>
                              <p>Laura Costes, Anne Fougerat, Claire Naylies, Philippe Pinton, Arnaud Polizzi, Marion Regnier, Sandrine Ellero-Simatos, Sarra Smati.</p>
                              <p>Special Thanks to Didier Laborie for installing the virtual machine with Ubuntu and for answering my questions.</p>
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                                <h2 class="tm-section-title">About MATRiX</h2>
                                <p>MATRiX leverages the cumulative functionalities of 38 R (ggplot2, gplots, RDAVIDWebService ...) and 3 js (Jvenn, Highchart and Jquery) libraries.</p>
                                <p>The application was deployed with Shiny Open Source.</p>
                                <p>The source code can be found in the ForgeMIA.</p>
                                <a href="https://forgemia.inra.fr/GET_TRiX/matrix" class="tm-button tm-button-normal">Source code</a>
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                                    <address>ToxAlim UMR 1331 INRA/INP/UPS,<br>
                                             180 chemin de Tournefeuille - BP 93173 <br>
                                              31027 Toulouse Cedex 3, FRANCE
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