To better represent true transcript abundance levels, Unique Molecular Identifiers (UMIs) can be used to distinguish PCR duplicates from reads that originate from distinct original molecules. Accurate identification of such artifacts can significantly impact quantification of transcript abundance, and subsequently affect differential expression analyses, especially for low-abundance genes.
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