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Bulk Genotyping of Biopsies Can Create Spurious Evidence for Hetereogeneity in Mutation Content.

Authors :
Kostadinov R
Maley CC
Kuhner MK
Source :
PLoS computational biology [PLoS Comput Biol] 2016 Apr 22; Vol. 12 (4), pp. e1004413. Date of Electronic Publication: 2016 Apr 22 (Print Publication: 2016).
Publication Year :
2016

Abstract

When multiple samples are taken from the neoplastic tissues of a single patient, it is natural to compare their mutation content. This is often done by bulk genotyping of whole biopsies, but the chance that a mutation will be detected in bulk genotyping depends on its local frequency in the sample. When the underlying mutation count per cell is equal, homogenous biopsies will have more high-frequency mutations, and thus more detectable mutations, than heterogeneous ones. Using simulations, we show that bulk genotyping of data simulated under a neutral model of somatic evolution generates strong spurious evidence for non-neutrality, because the pattern of tissue growth systematically generates differences in biopsy heterogeneity. Any experiment which compares mutation content across bulk-genotyped biopsies may therefore suggest mutation rate or selection intensity variation even when these forces are absent. We discuss computational and experimental approaches for resolving this problem.

Details

Language :
English
ISSN :
1553-7358
Volume :
12
Issue :
4
Database :
MEDLINE
Journal :
PLoS computational biology
Publication Type :
Academic Journal
Accession number :
27105344
Full Text :
https://doi.org/10.1371/journal.pcbi.1004413