Genotypic difference design using deseq2
1
0
Entering edit mode
@catalina-aguilar-hurtado-6554
Last seen 4.1 years ago
United States

Hi I am currently working on my experimental design and would like to use DESeq2 to analyze my data. 

For this experiment I would like to understand the differences among genotypes under a treatment.  I have 5 genotypes and would like your advice on the minimum number of biological replicates. Can I get away with 2 biological replicates per genotype per treatment?

Thanks for your time,

Catalina

 

Deseq2 genotype experimental design • 1.1k views
ADD COMMENT
0
Entering edit mode
@mikelove
Last seen 7 days ago
United States

It depends strongly on the effect size, sequencing depth, and biological variability. 

You can plug these values into a power calculator for RNA-seq, to see if n=2 per group will be reasonably powered:

https://bioconductor.org/packages/release/bioc/html/RNASeqPower.html

https://www.bioconductor.org/packages/release/bioc/html/PROPER.html

In order to come up with typical effect sizes, sequencing depth and estimates of biological variability (dispersion), you can have a bioinformatician or biostatistician analyze a similar dataset (e.g. same organism, similar treatments).

ADD COMMENT

Login before adding your answer.

Traffic: 441 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6