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Do I have to separate my interest genes from my count matrix and then perform differential expression analysis for them?

Hi all, I am trying to study the differential expression of my interest genes in colon cancer. First, I've downloaded the RNA-Seq raw counts from TCGA and have built the count matrix. Now I normalized the raw counts by DESeq2 and want to know what should I do in this step? Do I have to separate the interest genes from my count matrix and then perform differential expression analysis for them? or build a shortlist based on the logFC and adj. p-value and then separate my genes if they exist in that shortlist?? Thanks for any help

tcga dea rna-seq

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