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