Contrasting Determinants of Mutation Rates in Germline and Soma

Author:

Chen Chen12,Qi Hongjian34,Shen Yufeng35,Pickrell Joseph121,Przeworski Molly131

Affiliation:

1. Department of Biological Sciences, Columbia University, New York, New York 10025

2. New York Genome Center, New York, New York 10013

3. Department of Systems Biology, Columbia University Medical Center, New York, New York 10032

4. Department of Applied Physics and Applied Mathematics, Columbia University, New York, New York 10025

5. Department of Biomedical Informatics, Columbia University, New York, New York 10025

Abstract

Abstract A number of genomic features influence regional mutation rates in germline and soma. To examine if some factors behave differently in the two tissue... Recent studies of somatic and germline mutations have led to the identification of a number of factors that influence point mutation rates, including CpG methylation, expression levels, replication timing, and GC content. Intriguingly, some of the effects appear to differ between soma and germline: in particular, whereas mutation rates have been reported to decrease with expression levels in tumors, no clear effect has been detected in the germline. Distinct approaches were taken to analyze the data, however, so it is hard to know whether these apparent differences are real. To enable a cleaner comparison, we considered a statistical model in which the mutation rate of a coding region is predicted by GC content, expression levels, replication timing, and two histone repressive marks. We applied this model to both a set of germline mutations identified in exomes and to exonic somatic mutations in four types of tumors. Most determinants of mutations are shared: notably, we detected an effect of expression levels on both germline and somatic mutation rates. Moreover, in all tissues considered, higher expression levels are associated with greater strand asymmetry of mutations. However, mutation rates increase with expression levels in testis (and, more tentatively, in ovary), whereas they decrease with expression levels in somatic tissues. This contrast points to differences in damage or repair rates during transcription in soma and germline.

Publisher

Oxford University Press (OUP)

Subject

Genetics

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