Abstract
Cancer genome sequencing provides the first direct information on how mutation rates vary across the human genome in somatic cells. Testing diverse genetic and epigenetic features, here we show that mutation rates in cancer genomes are strikingly related to chromatin organization. Indeed, at the megabase scale, a single feature—levels of the heterochromatin-associated histone modification H3K9me3—can account for more than 40% of mutation-rate variation, and a combination of features can account for more than 55%. The strong association between mutation rates and chromatin organization is upheld in samples from different tissues and for different mutation types. This suggests that the arrangement of the genome into heterochromatin- and euchromatin-like domains is a dominant influence on regional mutation-rate variation in human somatic cells.
MeSH Terms
Animals
CpG Islands/genetics
Epigenesis, Genetic
Euchromatin/genetics
Genome, Human/genetics
Heterochromatin/genetics
Histones/chemistry,metabolism
Humans
Leukemia/genetics
Lung Neoplasms/genetics
Male
Melanoma/genetics
Methylation
Mutagenesis/genetics
Mutation Rate
Neoplasms/genetics,pathology
Pan troglodytes/genetics
Polymorphism, Single Nucleotide/genetics
Principal Component Analysis
Prostatic Neoplasms/genetics
Small Cell Lung Carcinoma/genetics
Chemicals
Euchromatin
Heterochromatin
Histones
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Schuster-Böckler Benjamin
EMBL-CRG Systems Biology Unit, CRG and UPF, Barcelona 08003, Spain.
Lehner Ben
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