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PMID: 25693567 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Cell-of-origin chromatin organization shapes the mutational landscape of cancer.

Nature ·Vol. 518 ·No. 7539 ·2015-02-19 ·Pages 360-364

Polak P, Karlić R, Koren A, Thurman R, Sandstrom R, Lawrence M, Reynolds A, Rynes E, Vlahoviček K, Stamatoyannopoulos JA, Sunyaev SR

Abstract

Cancer is a disease potentiated by mutations in somatic cells. Cancer mutations are not distributed uniformly along the human genome. Instead, different human genomic regions vary by up to fivefold in the local density of cancer somatic mutations, posing a fundamental problem for statistical methods used in cancer genomics. Epigenomic organization has been proposed as a major determinant of the cancer mutational landscape. However, both somatic mutagenesis and epigenomic features are highly cell-type-specific. We investigated the distribution of mutations in multiple independent samples of diverse cancer types and compared them to cell-type-specific epigenomic features. Here we show that chromatin accessibility and modification, together with replication timing, explain up to 86% of the variance in mutation rates along cancer genomes. The best predictors of local somatic mutation density are epigenomic features derived from the most likely cell type of origin of the corresponding malignancy. Moreover, we find that cell-of-origin chromatin features are much stronger determinants of cancer mutation profiles than chromatin features of matched cancer cell lines. Furthermore, we show that the cell type of origin of a cancer can be accurately determined based on the distribution of mutations along its genome. Thus, the DNA sequence of a cancer genome encompasses a wealth of information about the identity and epigenomic features of its cell of origin.

MeSH Terms
Cell Line, Tumor Chromatin/chemistry,genetics,metabolism DNA Replication Timing Epigenesis, Genetic/genetics Epigenomics Genome, Human/genetics Humans Melanocytes/metabolism,pathology Melanoma/genetics,pathology Mutation/genetics Neoplasms/genetics,pathology Organ Specificity/genetics
Chemicals
Chromatin
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Polak Paz
Division of Genetics, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, 02115. | The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Karlić Rosa
Bioinformatics Group, Department of Molecular Biology, Division of Biology, Faculty of Science, University of Zagreb, Horvatovac 102a, 10000 Zagreb, Croatia.
Koren Amnon
Department of Genetics, Harvard Medical School, Boston, MA 02115, USA. | The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Thurman Robert
Departments of Genome Sciences and Medicine (Oncology), University of Washington, Seattle, WA 98195, USA.
Sandstrom Richard
Departments of Genome Sciences and Medicine (Oncology), University of Washington, Seattle, WA 98195, USA.
Lawrence Michael
The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Reynolds Alex
Departments of Genome Sciences and Medicine (Oncology), University of Washington, Seattle, WA 98195, USA.
Rynes Eric
Departments of Genome Sciences and Medicine (Oncology), University of Washington, Seattle, WA 98195, USA.
Vlahoviček Kristian
Bioinformatics Group, Department of Molecular Biology, Division of Biology, Faculty of Science, University of Zagreb, Horvatovac 102a, 10000 Zagreb, Croatia. | Department of Informatics, University of Oslo, P.O. Box 1080, Blindern, NO-0316 Oslo, Norway.
Stamatoyannopoulos John A
Departments of Genome Sciences and Medicine (Oncology), University of Washington, Seattle, WA 98195, USA.
Sunyaev Shamil R
Division of Genetics, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, 02115. | The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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Article Info
Journal
Nature
Abbr.
Nature
ISSN
1476-4687
Published
2015-02-19
Pages
360-364
Language
English
Region
England
NLM ID
0410462
PMCID
PMC4405175
Subset
IM
Grants
NHLBI NIH HHS · P01 HL53750 · United States
NHLBI NIH HHS · P01 HL053750 · United States
NCI NIH HHS · U54 CA143874 · United States
NIEHS NIH HHS · U01 ES017156 · United States
NHGRI NIH HHS · U54 HG007010 · United States
NIMH NIH HHS · R01 MH101244 · United States
Databases
GEO
Corrections
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