I run DESeq2_1.18.1 with default options and obtained odd results. The significant transcripts (FDR<5%) are due to one or two outlier samples.
I checked the expression values and all samples except the outliers have 0 counts,
How can I deal with this situation? Which parameters should I modify? changing Cook's distance? disable independent filtering?