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  136. <h1 id="seo-header">按TCGA的STAR流程处理组织高通量测序数据</h1>
  137. <div class="markdown-body">
  138. <p><img src="https://img-cdn.limour.top/blog/20220404172423.png" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload></p>
  139. <p>流程:<a target="_blank" rel="noopener" href="https://docs.gdc.cancer.gov/Data/Bioinformatics_Pipelines/Expression_mRNA_Pipeline/">https://docs.gdc.cancer.gov/Data/Bioinformatics_Pipelines&#x2F;Expression_mRNA_Pipeline&#x2F;</a></p>
  140. <h2 id="第一步-安装必要的软件"><a href="#第一步-安装必要的软件" class="headerlink" title="第一步 安装必要的软件"></a>第一步 安装必要的软件</h2><ul>
  141. <li>conda create -n star -c bioconda star -y</li>
  142. <li><strong>conda activate star</strong></li>
  143. <li>conda install -c bioconda samtools -y</li>
  144. </ul>
  145. <p>说明书:<a target="_blank" rel="noopener" href="https://github.com/alexdobin/STAR/blob/master/doc/STARmanual.pdf">https://github.com/alexdobin/STAR/blob/master/doc/STARmanual.pdf</a></p>
  146. <h2 id="第二步-建立基因组索引"><a href="#第二步-建立基因组索引" class="headerlink" title="第二步 建立基因组索引"></a>第二步 建立<strong>基因组</strong>索引</h2><ul>
  147. <li>wget <a target="_blank" rel="noopener" href="https://api.gdc.cancer.gov/data/07f2dca9-cd39-4cbf-90d2-c7a1b8df5139">https://api.gdc.cancer.gov/data/07f2dca9-cd39-4cbf-90d2-c7a1b8df5139</a> -O star-2.7.5c_GRCh38.d1.vd1_gencode.v36.tgz</li>
  148. <li>tar -zxvf star-2.7.5c_GRCh38.d1.vd1_gencode.v36.tgz</li>
  149. <li>上面的原始文件已经损坏了!</li>
  150. </ul>
  151. <p>地址:<a target="_blank" rel="noopener" href="https://gdc.cancer.gov/about-data/gdc-data-processing/gdc-reference-files">https://gdc.cancer.gov/about-data/gdc-data-processing/gdc-reference-files</a></p>
  152. <p>如果要自己构建,可以使用 zcat R1.fq.gz head 来查看reads长度,选用reads长度减1(149)作为 <strong>--sjdbOverhang</strong> 比默认的100要好,但是说明里认为绝大多数情况下100和理想值差不多<br><a target="_blank" rel="noopener" href="https://www.gencodegenes.org/human/release_36.html">https://www.gencodegenes.org/human/release_36.html</a></p>
  153. <ul>
  154. <li>wget <a target="_blank" rel="noopener" href="https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode/_human/release/_36/GRCh38.primary/_assembly.genome.fa.gz">https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode\_human/release\_36/GRCh38.primary\_assembly.genome.fa.gz</a></li>
  155. <li>wget <a target="_blank" rel="noopener" href="https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode/_human/release/_36/gencode.v36.primary/_assembly.annotation.gtf.gz">https://ftp.ebi.ac.uk/pub/databases/gencode/Gencode\_human/release\_36/gencode.v36.primary\_assembly.annotation.gtf.gz</a></li>
  156. <li>mkdir index_150</li>
  157. <li>gunzip gencode.v36.primary_assembly.annotation.gtf.gz</li>
  158. <li>gunzip GRCh38.primary_assembly.genome.fa.gz</li>
  159. </ul>
  160. <figure class="highlight shell"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br></pre></td><td class="code"><pre><code class="hljs shell">STAR \<br>--runMode genomeGenerate \<br>--genomeDir index_150 \<br>--genomeFastaFiles GRCh38.primary_assembly.genome.fa \<br>--sjdbOverhang 149 \<br>--sjdbGTFfile gencode.v36.primary_assembly.annotation.gtf \<br>--runThreadN 8<br></code></pre></td></tr></table></figure>
  161. <h2 id="第三步-第一次对比"><a href="#第三步-第一次对比" class="headerlink" title="第三步 第一次对比"></a>第三步 第一次对比</h2><p><img src="https://img-cdn.limour.top/blog/20220405043153.png" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload></p>
  162. <p>CleanData存放格式</p>
  163. <figure class="highlight shell"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br></pre></td><td class="code"><pre><code class="hljs shell"><span class="hljs-meta prompt_">#</span><span class="language-bash">!/bin/sh</span><br><span class="hljs-meta prompt_"></span><br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置CleanData存放目录</span><br>CLEAN=/home/jovyan/upload/yy_zhang(备份)/RNA-seq/Cleandata<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置这一步的输出目录 (确保目录存在)</span><br>WORK=/home/jovyan/upload/zl_liu/star_data/yyz_01/output<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置index目录</span><br>INDEX=/home/jovyan/upload/zl_liu/star/index_150<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置参考文件目录</span><br>Reference=/home/jovyan/upload/zl_liu/star<br><br>echo $CLEAN&quot;, &quot;$WORK&quot;, &quot;$INDEX<br><br>export CDIR=$(basename `pwd`)<br>echo $CDIR<br>echo $CLEAN<br>for file in $CLEAN/*<br>do<br>echo $file<br>SAMPLE=$&#123;file##*/&#125;<br>echo $SAMPLE<br>r1=$&#123;SAMPLE&#125;&quot;_R1.fq.gz&quot;<br>r2=$&#123;SAMPLE&#125;&quot;_R2.fq.gz&quot;<br>echo $r1<br>echo $r2<br>mkdir $WORK&quot;/&quot;$SAMPLE<br>cd $WORK&quot;/&quot;$SAMPLE<br><br>STAR \<br>--genomeDir $INDEX \<br>--readFilesIn $CLEAN/$SAMPLE/$r1&quot;,&quot;$CLEAN/$SAMPLE/$r2 \<br>--runThreadN 4 \<br>--outFilterMultimapScoreRange 1 \<br>--outFilterMultimapNmax 20 \<br>--outFilterMismatchNmax 10 \<br>--alignIntronMax 500000 \<br>--alignMatesGapMax 1000000 \<br>--sjdbScore 2 \<br>--alignSJDBoverhangMin 1 \<br>--genomeLoad LoadAndRemove \<br>--readFilesCommand zcat \<br>--outFilterMatchNminOverLread 0.33 \<br>--outFilterScoreMinOverLread 0.33 \<br>--sjdbOverhang 149 \<br>--outSAMstrandField intronMotif \<br>--outSAMtype None \<br>--outSAMmode None \<br><br>done<br></code></pre></td></tr></table></figure>
  164. <h2 id="第四步-建立中间索引"><a href="#第四步-建立中间索引" class="headerlink" title="第四步 建立中间索引"></a>第四步 建立中间索引</h2><figure class="highlight shell"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br></pre></td><td class="code"><pre><code class="hljs shell"><span class="hljs-meta prompt_">#</span><span class="language-bash">!/bin/sh</span><br><span class="hljs-meta prompt_"></span><br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置CleanData存放目录</span><br>CLEAN=/home/jovyan/upload/yy_zhang(备份)/RNA-seq/Cleandata<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置这一步的输出目录 (确保目录存在)</span><br>WORK=/home/jovyan/upload/zl_liu/star_data/yyz_01/output<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置index目录</span><br>INDEX=/home/jovyan/upload/zl_liu/star/index_150<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置参考文件目录</span><br>Reference=/home/jovyan/upload/zl_liu/star<br><br>echo $CLEAN&quot;, &quot;$WORK&quot;, &quot;$INDEX<br><br>export CDIR=$(basename `pwd`)<br>echo $CDIR<br>echo $CLEAN<br>for file in $CLEAN/*<br>do<br>echo $file<br>SAMPLE=$&#123;file##*/&#125;<br>echo $SAMPLE<br>r1=$&#123;SAMPLE&#125;&quot;_R1.fq.gz&quot;<br>r2=$&#123;SAMPLE&#125;&quot;_R2.fq.gz&quot;<br>echo $r1<br>echo $r2<br>cd $WORK&quot;/&quot;$SAMPLE<br>mkdir IIG<br><br>STAR \<br>--runMode genomeGenerate \<br>--genomeDir IIG \<br>--genomeFastaFiles $Reference&quot;/GRCh38.primary_assembly.genome.fa&quot; \<br>--sjdbOverhang 149 \<br>--runThreadN 4 \<br>--sjdbFileChrStartEnd SJ.out.tab \<br><br>done<br></code></pre></td></tr></table></figure>
  165. <h2 id="第五步-第二次对比"><a href="#第五步-第二次对比" class="headerlink" title="第五步 第二次对比"></a>第五步 第二次对比</h2><figure class="highlight shell"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br><span class="line">50</span><br><span class="line">51</span><br><span class="line">52</span><br><span class="line">53</span><br><span class="line">54</span><br><span class="line">55</span><br><span class="line">56</span><br><span class="line">57</span><br><span class="line">58</span><br><span class="line">59</span><br><span class="line">60</span><br><span class="line">61</span><br><span class="line">62</span><br></pre></td><td class="code"><pre><code class="hljs shell"><span class="hljs-meta prompt_">#</span><span class="language-bash">!/bin/sh</span><br><span class="hljs-meta prompt_"></span><br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置CleanData存放目录</span><br>CLEAN=/home/jovyan/upload/yy_zhang(备份)/RNA-seq/Cleandata<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置这一步的输出目录 (确保目录存在)</span><br>WORK=/home/jovyan/upload/zl_liu/star_data/yyz_01/output<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置index目录</span><br>INDEX=/home/jovyan/upload/zl_liu/star/index_150<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置参考文件目录</span><br>Reference=/home/jovyan/upload/zl_liu/star<br><br>echo $CLEAN&quot;, &quot;$WORK&quot;, &quot;$INDEX<br><br>export CDIR=$(basename `pwd`)<br>echo $CDIR<br>echo $CLEAN<br>for file in $CLEAN/*<br>do<br>echo $file<br>SAMPLE=$&#123;file##*/&#125;<br>echo $SAMPLE<br>r1=$&#123;SAMPLE&#125;&quot;_R1.fq.gz&quot;<br>r2=$&#123;SAMPLE&#125;&quot;_R2.fq.gz&quot;<br>echo $r1<br>echo $r2<br><br>cd $WORK&quot;/&quot;$SAMPLE&quot;/IIG&quot;<br>ln -s $INDEX/exonGeTrInfo.tab .<br>ln -s $INDEX/exonInfo.tab .<br>ln -s $INDEX/geneInfo.tab .<br>ln -s $INDEX/sjdbList.fromGTF.out.tab .<br>ln -s $INDEX/transcriptInfo.tab .<br><br>mkdir $WORK&quot;/&quot;$SAMPLE&quot;/Res&quot;<br>cd $WORK&quot;/&quot;$SAMPLE&quot;/Res&quot;<br><br>STAR \<br>--genomeDir ../IIG \<br>--readFilesIn $CLEAN/$SAMPLE/$r1&quot;,&quot;$CLEAN/$SAMPLE/$r2 \<br>--runThreadN 4 \<br>--quantMode TranscriptomeSAM GeneCounts \<br>--outFilterMultimapScoreRange 1 \<br>--outFilterMultimapNmax 20 \<br>--outFilterMismatchNmax 10 \<br>--alignIntronMax 500000 \<br>--alignMatesGapMax 1000000 \<br>--sjdbScore 2 \<br>--alignSJDBoverhangMin 1 \<br>--genomeLoad LoadAndRemove \<br>--limitBAMsortRAM 35000000000 \<br>--readFilesCommand zcat \<br>--outFilterMatchNminOverLread 0.33 \<br>--outFilterScoreMinOverLread 0.33 \<br>--sjdbOverhang 149 \<br>--outSAMstrandField intronMotif \<br>--outSAMattributes NH HI NM MD AS XS \<br>--outSAMunmapped Within \<br>--outSAMtype BAM SortedByCoordinate \<br>--outSAMheaderHD @HD VN:1.4 \<br>--outSAMattrRGline ID:sample SM:sample PL:ILLUMINA<br><br>done<br></code></pre></td></tr></table></figure>
  166. <h2 id="第六步-组装Counts文件"><a href="#第六步-组装Counts文件" class="headerlink" title="第六步 组装Counts文件"></a>第六步 组装Counts文件</h2><figure class="highlight r"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br></pre></td><td class="code"><pre><code class="hljs r"><span class="hljs-comment">#设置上一步的输出目录</span><br>WORK<span class="hljs-operator">=</span><span class="hljs-string">&#x27;/home/jovyan/upload/zl_liu/star_data/yyz_01/output&#x27;</span><br><span class="hljs-comment">#设置参考文件目录</span><br>Reference<span class="hljs-operator">=</span><span class="hljs-string">&#x27;/home/jovyan/upload/zl_liu/star&#x27;</span><br>Reference <span class="hljs-operator">=</span> file.path<span class="hljs-punctuation">(</span>Reference<span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;index_150&#x27;</span><span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;geneInfo.tab&#x27;</span><span class="hljs-punctuation">)</span><br>file_list <span class="hljs-operator">&lt;-</span> list.dirs<span class="hljs-punctuation">(</span>WORK<span class="hljs-punctuation">,</span> recursive<span class="hljs-operator">=</span><span class="hljs-built_in">F</span><span class="hljs-punctuation">,</span> full.names <span class="hljs-operator">=</span> <span class="hljs-built_in">F</span><span class="hljs-punctuation">)</span><br>geneN <span class="hljs-operator">&lt;-</span> read.table<span class="hljs-punctuation">(</span>file <span class="hljs-operator">=</span> Reference<span class="hljs-punctuation">,</span> sep <span class="hljs-operator">=</span> <span class="hljs-string">&#x27;\t&#x27;</span><span class="hljs-punctuation">,</span> skip <span class="hljs-operator">=</span> <span class="hljs-number">1</span><span class="hljs-punctuation">)</span><br>colnames<span class="hljs-punctuation">(</span>geneN<span class="hljs-punctuation">)</span> <span class="hljs-operator">&lt;-</span> <span class="hljs-built_in">c</span><span class="hljs-punctuation">(</span><span class="hljs-string">&#x27;ID&#x27;</span><span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;symbol&#x27;</span><span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;type&#x27;</span><span class="hljs-punctuation">)</span><br><span class="hljs-keyword">for</span><span class="hljs-punctuation">(</span>sample <span class="hljs-keyword">in</span> file_list<span class="hljs-punctuation">)</span><span class="hljs-punctuation">&#123;</span><br> test_tab <span class="hljs-operator">&lt;-</span> read.table<span class="hljs-punctuation">(</span>file <span class="hljs-operator">=</span> file.path<span class="hljs-punctuation">(</span>WORK<span class="hljs-punctuation">,</span> sample<span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;Res&#x27;</span><span class="hljs-punctuation">,</span> <span class="hljs-string">&#x27;ReadsPerGene.out.tab&#x27;</span><span class="hljs-punctuation">)</span> <span class="hljs-punctuation">,</span> sep <span class="hljs-operator">=</span> <span class="hljs-string">&#x27;\t&#x27;</span><span class="hljs-punctuation">,</span> header <span class="hljs-operator">=</span> <span class="hljs-built_in">F</span><span class="hljs-punctuation">)</span><br> test_tab <span class="hljs-operator">&lt;-</span> test_tab<span class="hljs-punctuation">[</span><span class="hljs-operator">-</span><span class="hljs-built_in">c</span><span class="hljs-punctuation">(</span><span class="hljs-number">1</span><span class="hljs-operator">:</span><span class="hljs-number">4</span><span class="hljs-punctuation">)</span><span class="hljs-punctuation">,</span> <span class="hljs-punctuation">]</span><br> geneN<span class="hljs-punctuation">[</span>sample<span class="hljs-punctuation">]</span> <span class="hljs-operator">&lt;-</span> test_tab<span class="hljs-punctuation">[</span><span class="hljs-number">2</span><span class="hljs-punctuation">]</span><br><span class="hljs-punctuation">&#125;</span><br>write.csv<span class="hljs-punctuation">(</span>x <span class="hljs-operator">=</span> geneN<span class="hljs-punctuation">,</span> file <span class="hljs-operator">=</span> <span class="hljs-string">&#x27;yyz_01.csv&#x27;</span><span class="hljs-punctuation">)</span><br></code></pre></td></tr></table></figure>
  167. <figure class="highlight r"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br></pre></td><td class="code"><pre><code class="hljs r">f_name_dedup <span class="hljs-operator">&lt;-</span> <span class="hljs-keyword">function</span><span class="hljs-punctuation">(</span>lc_exp<span class="hljs-punctuation">,</span> rowN <span class="hljs-operator">=</span> <span class="hljs-number">1</span><span class="hljs-punctuation">)</span><span class="hljs-punctuation">&#123;</span><br> res <span class="hljs-operator">&lt;-</span> lc_exp<span class="hljs-punctuation">[</span><span class="hljs-operator">-</span>rowN<span class="hljs-punctuation">]</span><br> lc_tmp <span class="hljs-operator">=</span> by<span class="hljs-punctuation">(</span>res<span class="hljs-punctuation">,</span><br> lc_exp<span class="hljs-punctuation">[[</span>rowN<span class="hljs-punctuation">]</span><span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span><br> <span class="hljs-keyword">function</span><span class="hljs-punctuation">(</span>x<span class="hljs-punctuation">)</span> rownames<span class="hljs-punctuation">(</span>x<span class="hljs-punctuation">)</span><span class="hljs-punctuation">[</span>which.max<span class="hljs-punctuation">(</span>rowMeans<span class="hljs-punctuation">(</span>x<span class="hljs-punctuation">)</span><span class="hljs-punctuation">)</span><span class="hljs-punctuation">]</span><span class="hljs-punctuation">)</span><br> lc_probes <span class="hljs-operator">=</span> <span class="hljs-built_in">as.character</span><span class="hljs-punctuation">(</span>lc_tmp<span class="hljs-punctuation">)</span><br> res <span class="hljs-operator">=</span> lc_exp<span class="hljs-punctuation">[</span>rownames<span class="hljs-punctuation">(</span>res<span class="hljs-punctuation">)</span> <span class="hljs-operator">%in%</span> lc_probes<span class="hljs-punctuation">,</span><span class="hljs-punctuation">]</span><br> rownames<span class="hljs-punctuation">(</span>res<span class="hljs-punctuation">)</span> <span class="hljs-operator">&lt;-</span> res<span class="hljs-punctuation">[[</span>rowN<span class="hljs-punctuation">]</span><span class="hljs-punctuation">]</span><br> res<span class="hljs-punctuation">[</span><span class="hljs-operator">-</span>rowN<span class="hljs-punctuation">]</span><br><span class="hljs-punctuation">&#125;</span><br></code></pre></td></tr></table></figure>
  168. <h2 id="第七步-删除临时文件"><a href="#第七步-删除临时文件" class="headerlink" title="第七步 删除临时文件"></a>第七步 删除临时文件</h2><figure class="highlight shell"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br></pre></td><td class="code"><pre><code class="hljs shell"><span class="hljs-meta prompt_">#</span><span class="language-bash">!/bin/sh</span><br><span class="hljs-meta prompt_"></span><br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置CleanData存放目录</span><br>CLEAN=/home/jovyan/upload/yy_zhang(备份)/RNA-seq/Cleandata<br><span class="hljs-meta prompt_">#</span><span class="language-bash">设置这一步的输出目录 (确保目录存在)</span><br>WORK=/home/jovyan/upload/zl_liu/star_data/yyz_01/output<br><br>for file in $CLEAN/*<br>do<br>echo $file<br>SAMPLE=$&#123;file##*/&#125;<br>echo $SAMPLE<br><br>rm -rf $WORK&quot;/&quot;$SAMPLE&quot;/IIG&quot;<br><br>done<br></code></pre></td></tr></table></figure>
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  187. <div>按TCGA的STAR流程处理组织高通量测序数据</div>
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