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thomasmanke committed May 15, 2024
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2 changes: 1 addition & 1 deletion day01.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: Part 01</h1>
<h4 class="author">Thomas Manke @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:36:48 2024</h4>
<h4 class="date">Tue May 14 23:57:01 2024</h4>

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19 changes: 9 additions & 10 deletions day02.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: Part 02</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:37:00 2024</h4>
<h4 class="date">Tue May 14 23:57:13 2024</h4>

</div>

Expand Down Expand Up @@ -780,19 +780,18 @@ <h3>Normalization and size factors</h3>
<td align="left">sequencing depth and gene length</td>
</tr>
<tr class="odd">
<td align="left">DESeq2 median of ratios</td>
<td align="left">DESeq2 size factor</td>
<td align="left">sequencing depth and RNA composition</td>
</tr>
</tbody>
</table>
<p>… and many others exist.</p>
<p>DESeq2 Workflow for the ‘median of ratios’:</p>
<ul>
<li>Take geometric mean per gene (of all samples!) -&gt;
‘pseudosample’</li>
<li>calculate the count / pseudosample ratio</li>
<li>‘sizefactor’ == median(ratios)</li>
</ul>
<div class="float">
<img src="images/DESeq2_sizefactor.jpeg"
alt="DESeq2 sizefactor determination." />
<div class="figcaption">DESeq2 sizefactor determination.</div>
</div>
<blockquote>
<p><strong>Task (5 min)</strong>: Plot a heatmap of the first 10 genes
(rows) of the counts matrix and add the metadata after DESeq was run as
Expand Down Expand Up @@ -1123,10 +1122,10 @@ <h3>Model fit and testing</h3>
<pre class="r"><code>dds_res %&gt;%
data.frame() %&gt;%
subset(padj &lt; 0.05) %&gt;%
arrange(abs(log2FoldChange), descending=TRUE) %&gt;% head(20)</code></pre>
arrange(-abs(log2FoldChange)) %&gt;% head(20)</code></pre>
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2 changes: 1 addition & 1 deletion day03.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: Part 03</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:37:27 2024</h4>
<h4 class="date">Tue May 14 23:57:39 2024</h4>

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2 changes: 1 addition & 1 deletion day04.html
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<h1 class="title toc-ignore">deseq2 - applied</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:40:02 2024</h4>
<h4 class="date">Wed May 15 00:00:13 2024</h4>

</div>

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2 changes: 1 addition & 1 deletion index.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: Description</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:40:26 2024</h4>
<h4 class="date">Wed May 15 00:00:37 2024</h4>

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2 changes: 1 addition & 1 deletion outline.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: outline</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:40:26 2024</h4>
<h4 class="date">Wed May 15 00:00:37 2024</h4>

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2 changes: 1 addition & 1 deletion summary.html
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<h1 class="title toc-ignore">DESeq2 Analysis with R: outline</h1>
<h4 class="author">Bioinfo-Core @ MPI-IE</h4>
<h4 class="date">Tue May 14 22:40:27 2024</h4>
<h4 class="date">Wed May 15 00:00:37 2024</h4>

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