Multiple factor design for differential expression with DESeq2
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Entering edit mode
galozs • 0
@galozs-17926
Last seen 6.1 years ago

Hello, 

I am new to DESeq2 analysis and wondered if I could get a direction about the correct design for my experiment

I have counts tables (generated with FeatureCounts)

my samples where sorted for 2 markers and I have samples from 2 different tissues (with triplicates).

meaning:

Tissue Marker1 Marker2
spleen pos pos
spleen pos neg
spleen neg pos
spleen neg neg
adipose pos pos
adipose pos neg
adipose neg pos
adipose neg neg

 

I would like to know:

1 - the effect of the markers and the interaction within each tissue

2- the difference between the effect between samples

 

How should I approach these questions? 

Should I split it into separate designs?

I am also concerned about if have enough power for multiple factor design (3 biological replicates)?

 

Thanks!

deseq2 differential gene expression multiple factor design • 887 views
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@mikelove
Last seen 1 day ago
United States

Do you want to model the two markers also with an interaction? Or when you said interaction were you referring to each marker with tissue?

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