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Biased estimates of clonal evolution and subclonal heterogeneity can arise from PCR duplicates in deep sequencing experiments
Authors:Erin N Smith  Kristen Jepsen  Mahdieh Khosroheidari  Laura Z Rassenti  Matteo D’Antonio  Emanuela M Ghia  Dennis A Carson  Catriona HM Jamieson  Thomas J Kipps  Kelly A Frazer
Abstract:Accurate allele frequencies are important for measuring subclonal heterogeneity and clonal evolution. Deep-targeted sequencing data can contain PCR duplicates, inflating perceived read depth. Here we adapted the Illumina TruSeq Custom Amplicon kit to include single molecule tagging (SMT) and show that SMT-identified duplicates arise from PCR. We demonstrate that retention of PCR duplicate reads can imply clonal evolution when none exists, while their removal effectively controls the false positive rate. Additionally, PCR duplicates alter estimates of subclonal heterogeneity in tumor samples. Our method simplifies PCR duplicate identification and emphasizes their removal in studies of tumor heterogeneity and clonal evolution.

Electronic supplementary material

The online version of this article (doi:10.1186/s13059-014-0420-4) contains supplementary material, which is available to authorized users.
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