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Comparing multiple groups within multiple Cell Lines in DESEQ2

Hello,

I'm using DESEQ2 to calculate differential expression of genes. My data can be best seen through my metadata file which looks like this:

    projectname Line    Treatment
    1           LineX   DoseA
    2           LineX   DoseA
    3           LineX   DoseB
    4           LineX   DoseB
    5           LineX   Untreated
    6           LineX   Untreated
    7           LineY   DoseA
    8           LineY   DoseA
    9           LineY   DoseB
    10          LineY   DoseB
    11          LineY   Untreated
    12          LineY   Untreated

I want to get differential expression for DoseA vs Untreated, and DoseB vs Untreated, for each Line separately, so in total I would have 4 results tables.

I did this with subsetting the original table everytime before I did the DESEQ2 analysis, but I want to get better results with normalizing all the samples together, and subsetting only when calculating the differential expression. How is this possible?

Thanks

deseq2 r rna-seq chip-seq

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