I am analyzing differential gene expression from an RNA-Seq experiment in which two factors were applied. I have multiple replicates among samples when just Factor 1 is considered, and there is significant clustering among the groups. When Factor 2 is considered as well, there is one group that has no replicates of Factor 2 at a certain level of Factor 1, while the other levels of Factor 1 have 2 replicates for each level of Factor 2. I have good reason not to discard the group with no replicates, because the annotated set of differentially expressed genes strongly indicates the effect of Factor 2 is significant.
My question is, do I need to do anything special with respect to the dispersion factor, or will the factor derived from the replicated samples be applied to the group lacking replicates? Thanks!
Nancy
Thanks for your helpful reply. I plan to use the Factor1 + Factor2 design.
Nancy