DEG analysis grouping help
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4.0 years ago
sir.outman ▴ 40

Hi everyone: I'm new to rna_seq data analysis. I'm going to analyze mRNA sequencing data from a certain cancer cell and drug treatment for DEGs using DESeq2.

The samples are prepared and sequenced as follows(every sample have two repeats):

  1. cancer cells with nothing added;
  2. cancer cells with tgfb only;
  3. cancer cell with tgfb and compound a;
  4. cancer cell with tgfb and compound b;
  5. cancer cell with tgfb and compound c, (compounds a,b,c are inhibitors of tgfb);

My questions are:

  1. How do I set up group information for DEGs ?
  2. I planned the following combination:
    • tgfb+empty cell;
    • tgfb+compounds a,b,c;
    • empty+compounds a,b,c;

after this grouping, three analyses were performed to obtain the differential genes between the three combinations. Are these groups correct?

  1. If empty cell is used as a control and grouped as four groups for one single analysis like: empty cell , tgfb, tgfb+a, tgfb+b, tgfb+c, does this make sense and how can the DEGs obtained be explained?

I am very confused, please help me.

RNA-Seq deseq2 • 644 views
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Cross-posted here: https://bioinformatics.stackexchange.com/questions/14889/deg-analysis-grouping-help

Instead of cross-posting, would you mind adding more information? What is unclear, the DESeq2 manual gives detailed instructions on the standard analysis pipeline? Where do you get stuck? Try to be precise.

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