UMIs are most useful for evaluating and removing PCR duplicates in the following cases:

UMIs are usually not required when input amounts are ≥50 ng. For input amounts of 10 – 50 ng of total RNA, UMIs could be recommended for samples with reduced or variable RNA quality.