We did a RNAseq experiments with 12 canine lymphomas obtained before and after the dogs became resistant to chemotherapy.

Principle component analysis showed that samples from the same dog still clustered together. For further analysis we would like to eliminate the genes that are quite variable among the samples but not between chemo sensitive and resistant. Is there software available to do this?