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4 changes: 2 additions & 2 deletions docs/devel/index.html
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Expand Up @@ -344,8 +344,8 @@ <h1 class="title">BestPracticesST</h1>
<p><strong>Published:</strong> September 26, 2024<br></p>
<section id="welcome" class="level1 unnumbered"><h1 class="unnumbered">Welcome</h1>
<p>This is the website for the online book <strong>‘Best Practices for Spatial Transcriptomics Analysis with Bioconductor’</strong>.</p>
<p>This book provides discussion and interactive examples on best practices for computational analysis workflows for spatial transcriptomics data, using the <a href="http://bioconductor.org/">Bioconductor</a> framework within R. The chapters contain details on individual analysis steps as well as complete example workflows, with interactive example datasets and R code.</p>
<p>The book is organized into several parts, including introductory materials, analysis steps, and example workflows, for sequencing-based and imaging-based spatial transcriptomics platforms.</p>
<p>This book provides discussion and interactive examples on best practices for computational analysis workflows for spatial transcriptomics data, using <a href="http://bioconductor.org/">Bioconductor</a> in R. The chapters contain details on individual analysis steps and longer workflows, with interactive examples consisting of R code and example datasets.</p>
<p>The book is organized into several parts, including introductory materials, analysis steps, and longer workflows, for sequencing-based and imaging-based spatial transcriptomics platforms.</p>
<p>Additional details on analysis workflows for non-spatial single-cell data as well as further introductory materials on R and Bioconductor can be found in the related book <a href="https://bioconductor.org/books/release/OSCA/">Orchestrating Single-Cell Analysis with Bioconductor (OSCA)</a>.</p>


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12 changes: 6 additions & 6 deletions docs/devel/pages/feature-selection.html
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Expand Up @@ -515,7 +515,7 @@ <h1 class="title"><span id="sec-feature-selection" class="quarto-section-identif
<span><span class="co">## ENSG00000162545 ENSG00000162545 CAMK2N1 Gene Expression FALSE</span></span>
<span><span class="co">## sigma.sq tau.sq phi loglik runtime mean</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSG00000074800 0.00840777 0.518011 15.82454 -109.808 0.016 1.75820</span></span>
<span><span class="co">## ENSG00000074800 0.00840777 0.518011 15.82454 -109.808 0.015 1.75820</span></span>
<span><span class="co">## ENSG00000171603 0.43102027 0.298698 18.12310 -123.212 0.019 2.07433</span></span>
<span><span class="co">## ENSG00000162545 0.15373440 0.547736 2.38046 -119.576 0.014 2.63576</span></span>
<span><span class="co">## var spcov prop_sv loglik_lm LR_stat rank</span></span>
Expand Down Expand Up @@ -548,12 +548,12 @@ <h1 class="title"><span id="sec-feature-selection" class="quarto-section-identif
<span><span class="co">## ENSG00000160307 ENSG00000160307 S100B Gene Expression FALSE</span></span>
<span><span class="co">## sigma.sq tau.sq phi loglik runtime mean</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSG00000197971 3.92430 0.175336 0.93014 -118.372 0.020 3.78073</span></span>
<span><span class="co">## ENSG00000123560 3.23544 0.461590 1.03983 -140.269 0.016 2.86143</span></span>
<span><span class="co">## ENSG00000109846 1.89968 0.281795 1.88555 -126.692 0.021 1.86058</span></span>
<span><span class="co">## ENSG00000197971 3.92430 0.175336 0.93014 -118.372 0.019 3.78073</span></span>
<span><span class="co">## ENSG00000123560 3.23544 0.461590 1.03983 -140.269 0.017 2.86143</span></span>
<span><span class="co">## ENSG00000109846 1.89968 0.281795 1.88555 -126.692 0.015 1.86058</span></span>
<span><span class="co">## ENSG00000173786 2.28793 0.402524 1.02675 -129.206 0.015 1.79558</span></span>
<span><span class="co">## ENSG00000131095 2.23709 0.461297 2.49083 -149.004 0.017 1.94543</span></span>
<span><span class="co">## ENSG00000160307 1.24179 0.155737 5.76279 -129.722 0.013 1.82695</span></span>
<span><span class="co">## ENSG00000131095 2.23709 0.461297 2.49083 -149.004 0.023 1.94543</span></span>
<span><span class="co">## ENSG00000160307 1.24179 0.155737 5.76279 -129.722 0.014 1.82695</span></span>
<span><span class="co">## var spcov prop_sv loglik_lm LR_stat rank</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSG00000197971 2.76535 0.523969 0.957231 -192.250 147.7556 1</span></span>
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6 changes: 3 additions & 3 deletions docs/devel/pages/human-dlpfc-workflow.html
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Expand Up @@ -701,12 +701,12 @@ <h1 class="title"><span id="sec-human-dlpfc-workflow" class="quarto-section-iden
<span><span class="co">## ENSG00000160307 ENSG00000160307 S100B Gene Expression FALSE</span></span>
<span><span class="co">## sigma.sq tau.sq phi loglik runtime mean</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSG00000197971 3.92430 0.175336 0.93014 -118.372 0.019 3.78073</span></span>
<span><span class="co">## ENSG00000197971 3.92430 0.175336 0.93014 -118.372 0.020 3.78073</span></span>
<span><span class="co">## ENSG00000123560 3.23544 0.461590 1.03983 -140.269 0.016 2.86143</span></span>
<span><span class="co">## ENSG00000109846 1.89968 0.281795 1.88555 -126.692 0.015 1.86058</span></span>
<span><span class="co">## ENSG00000173786 2.28793 0.402524 1.02675 -129.206 0.015 1.79558</span></span>
<span><span class="co">## ENSG00000131095 2.23709 0.461297 2.49083 -149.004 0.016 1.94543</span></span>
<span><span class="co">## ENSG00000160307 1.24179 0.155737 5.76279 -129.722 0.014 1.82695</span></span>
<span><span class="co">## ENSG00000131095 2.23709 0.461297 2.49083 -149.004 0.017 1.94543</span></span>
<span><span class="co">## ENSG00000160307 1.24179 0.155737 5.76279 -129.722 0.013 1.82695</span></span>
<span><span class="co">## var spcov prop_sv loglik_lm LR_stat rank</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSG00000197971 2.76535 0.523969 0.957231 -192.250 147.7556 1</span></span>
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10 changes: 5 additions & 5 deletions docs/devel/pages/mouse-coronal-workflow.html
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Expand Up @@ -686,9 +686,9 @@ <h1 class="title"><span id="sec-mouse-coronal-workflow" class="quarto-section-id
<span><span class="co">## ENSMUSG00000046330 FALSE 0.0549986 0.1133114 6.47579 -48.2811</span></span>
<span><span class="co">## runtime mean var spcov prop_sv</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSMUSG00000061518 0.026 4.98425 0.142977 0.0291204 0.149022</span></span>
<span><span class="co">## ENSMUSG00000061518 0.021 4.98425 0.142977 0.0291204 0.149022</span></span>
<span><span class="co">## ENSMUSG00000073702 0.012 4.83432 0.143616 0.0542917 0.444515</span></span>
<span><span class="co">## ENSMUSG00000046330 0.014 5.35620 0.166734 0.0437844 0.326770</span></span>
<span><span class="co">## ENSMUSG00000046330 0.015 5.35620 0.166734 0.0437844 0.326770</span></span>
<span><span class="co">## loglik_lm LR_stat rank pval padj</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSMUSG00000061518 -44.1377 0.981135 184 0.6122789 0.6588653</span></span>
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<span><span class="co">## runtime mean var spcov prop_sv</span></span>
<span><span class="co">## &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt; &lt;numeric&gt;</span></span>
<span><span class="co">## ENSMUSG00000046447 0.018 5.35338 1.50820 0.256357 0.967714</span></span>
<span><span class="co">## ENSMUSG00000053310 0.020 4.85871 3.71912 0.366737 0.927612</span></span>
<span><span class="co">## ENSMUSG00000018593 0.020 3.61331 1.87664 0.395442 0.963966</span></span>
<span><span class="co">## ENSMUSG00000032532 0.017 4.19282 2.72400 0.411820 1.000000</span></span>
<span><span class="co">## ENSMUSG00000053310 0.019 4.85871 3.71912 0.366737 0.927612</span></span>
<span><span class="co">## ENSMUSG00000018593 0.019 3.61331 1.87664 0.395442 0.963966</span></span>
<span><span class="co">## ENSMUSG00000032532 0.016 4.19282 2.72400 0.411820 1.000000</span></span>
<span><span class="co">## ENSMUSG00000070570 0.015 3.62933 3.00604 0.447757 0.891889</span></span>
<span><span class="co">## ENSMUSG00000024617 0.022 4.11652 1.17870 0.288711 0.935123</span></span>
<span><span class="co">## loglik_lm LR_stat rank pval padj</span></span>
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2 changes: 1 addition & 1 deletion docs/devel/pages/preamble.html
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Expand Up @@ -737,7 +737,7 @@ <h1 class="title">Preamble</h1>
<span><span class="co">## zip 2.3.1 2024-01-27 [2] RSPM (R 4.4.0)</span></span>
<span><span class="co">## zlibbioc 1.51.1 2024-06-05 [2] Bioconductor 3.20 (R 4.4.0)</span></span>
<span><span class="co">## </span></span>
<span><span class="co">## [1] /tmp/RtmpVgWQ4p/Rinst8c21afd630</span></span>
<span><span class="co">## [1] /tmp/RtmpbBbNyF/Rinst8cfaa71a6</span></span>
<span><span class="co">## [2] /usr/local/lib/R/site-library</span></span>
<span><span class="co">## [3] /usr/local/lib/R/library</span></span>
<span><span class="co">## </span></span>
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10 changes: 5 additions & 5 deletions docs/devel/pages/spatialibd-workflow.html
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Expand Up @@ -631,7 +631,7 @@ <h1 class="title"><span id="sec-spatiallibd-workflow" class="quarto-section-iden
<span><span class="co">## How long this code took to run</span></span>
<span><span class="va">time_prereqs</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html">Sys.time</a></span><span class="op">(</span><span class="op">)</span></span>
<span><span class="va">time_prereqs</span> <span class="op">-</span> <span class="va">time_start</span></span>
<span><span class="co">## Time difference of 1.439684 mins</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span><span class="co">## Time difference of 1.457038 mins</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section><section id="prepare-for-spatiallibd" class="level2" data-number="17.4"><h2 data-number="17.4" class="anchored" data-anchor-id="prepare-for-spatiallibd">
<span class="header-section-number">17.4</span> Prepare for spatialLIBD</h2>
Expand Down Expand Up @@ -662,7 +662,7 @@ <h1 class="title"><span id="sec-spatiallibd-workflow" class="quarto-section-iden
<span><span class="co">## Show the GTF cache location</span></span>
<span><span class="va">gtf_cache</span></span>
<span><span class="co">## BFC1 </span></span>
<span><span class="co">## "/root/.cache/R/BiocFileCache/6bc2eadca4c_gencode.v32.annotation.gtf.gz"</span></span>
<span><span class="co">## "/root/.cache/R/BiocFileCache/6bc2afffb37_gencode.v32.annotation.gtf.gz"</span></span>
<span></span>
<span><span class="co">## Import into R (takes ~1 min)</span></span>
<span><span class="va">gtf</span> <span class="op">&lt;-</span> <span class="fu">rtracklayer</span><span class="fu">::</span><span class="fu">import</span><span class="op">(</span><span class="va">gtf_cache</span><span class="op">)</span></span>
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<span></span>
<span><span class="co">## How long this code took to run</span></span>
<span><span class="va">time_end</span> <span class="op">-</span> <span class="va">time_prereqs</span></span>
<span><span class="co">## Time difference of 1.143132 mins</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span><span class="co">## Time difference of 34.90911 secs</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
<p>Creating our final <code>spe</code> object took 2.58281671603521 to run. So you might want to save this object for later use.</p>
<p>Creating our final <code>spe</code> object took 2.03885692358017 to run. So you might want to save this object for later use.</p>
<div class="cell" data-layout-align="center">
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/readRDS.html">saveRDS</a></span><span class="op">(</span><span class="va">spe</span>, file <span class="op">=</span> <span class="st">"spe_workflow_Visium_spatialLIBD.rds"</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
Expand Down Expand Up @@ -1269,7 +1269,7 @@ <h1 class="title"><span id="sec-spatiallibd-workflow" class="quarto-section-iden
<span><span class="co">## yaml 2.3.10 2024-07-26 [2] RSPM (R 4.4.0)</span></span>
<span><span class="co">## zlibbioc 1.51.1 2024-06-05 [2] Bioconductor 3.20 (R 4.4.0)</span></span>
<span><span class="co">## </span></span>
<span><span class="co">## [1] /tmp/RtmpVgWQ4p/Rinst8c21afd630</span></span>
<span><span class="co">## [1] /tmp/RtmpbBbNyF/Rinst8cfaa71a6</span></span>
<span><span class="co">## [2] /usr/local/lib/R/site-library</span></span>
<span><span class="co">## [3] /usr/local/lib/R/library</span></span>
<span><span class="co">## </span></span>
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16 changes: 8 additions & 8 deletions docs/devel/search.json

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