Question: Are UMI counts comparable between samples?
Answer: No. UMI counts represent the absolute number of observed transcripts (per gene, cell or sample). As absolute counts, they are not normalized for sequencing depth, technical variation or RNA content per cell. To compare UMI counts across samples, you have to take into account any differences in sequencing depth between the samples. The
cellranger aggr pipeline implements our recommended normalization procedure.