4.6 Article

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

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PLOS COMPUTATIONAL BIOLOGY
卷 12, 期 4, 页码 -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pcbi.1004413

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资金

  1. American Cancer Society [117209-RSG-09-163-01-CNE]
  2. Congressionally Directed Medical Research Programs: Breast Cancer Research Program Breakthrough Award [BC132057]
  3. National Institutes of Health [NCI R01 CA140657, NIH R01 CA149566, NIH R01 CA170595, NIH R01 CA140657, NIH P01 CA91955]

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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.

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