Recurrent somatic mutations in regulatory regions of human cancer genomes

被引:187
作者
Melton, Collin [1 ,2 ]
Reuter, Jason A. [1 ]
Spacek, Damek V. [1 ]
Snyder, Michael [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Genet, Stanford, CA 94305 USA
[2] Stanford Univ, Sch Med, Program Biomed Informat, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
TERT PROMOTER MUTATIONS; TUMOR TYPES; BINDING; GENES; ANNOTATION; EXPRESSION; DISCOVERY; SEQUENCES; DATABASE; BETA;
D O I
10.1038/ng.3332
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Aberrant regulation of gene expression in cancer can promote survival and proliferation of cancer cells. Here we integrate whole-genome sequencing data from The Cancer Genome Atlas (TCGA) for 436 patients from 8 cancer subtypes with ENCODE and other regulatory annotations to identify point mutations in regulatory regions. We find evidence for positive selection of mutations in transcription factor binding sites, consistent with these sites regulating important cancer cell functions. Using a new method that adjusts for sample-and genomic locus-specific mutation rates, we identify recurrently mutated sites across individuals with cancer. Mutated regulatory sites include known sites in the TERT promoter and many new sites, including a subset in proximity to cancer-related genes. In reporter assays, two new sites display decreased enhancer activity upon mutation. These data demonstrate that many regulatory regions contain mutations under selective pressure and suggest a greater role for regulatory mutations in cancer than previously appreciated.
引用
收藏
页码:710 / +
页数:9
相关论文
共 36 条
[1]  
[Anonymous], 2011, NATL VITAL STAT REP
[2]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[3]   Annotation of functional variation in personal genomes using RegulomeDB [J].
Boyle, Alan P. ;
Hong, Eurie L. ;
Hariharan, Manoj ;
Cheng, Yong ;
Schaub, Marc A. ;
Kasowski, Maya ;
Karczewski, Konrad J. ;
Park, Julie ;
Hitz, Benjamin C. ;
Weng, Shuai ;
Cherry, J. Michael ;
Snyder, Michael .
GENOME RESEARCH, 2012, 22 (09) :1790-1797
[4]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[5]   An integrated encyclopedia of DNA elements in the human genome [J].
Dunham, Ian ;
Kundaje, Anshul ;
Aldred, Shelley F. ;
Collins, Patrick J. ;
Davis, CarrieA. ;
Doyle, Francis ;
Epstein, Charles B. ;
Frietze, Seth ;
Harrow, Jennifer ;
Kaul, Rajinder ;
Khatun, Jainab ;
Lajoie, Bryan R. ;
Landt, Stephen G. ;
Lee, Bum-Kyu ;
Pauli, Florencia ;
Rosenbloom, Kate R. ;
Sabo, Peter ;
Safi, Alexias ;
Sanyal, Amartya ;
Shoresh, Noam ;
Simon, Jeremy M. ;
Song, Lingyun ;
Trinklein, Nathan D. ;
Altshuler, Robert C. ;
Birney, Ewan ;
Brown, James B. ;
Cheng, Chao ;
Djebali, Sarah ;
Dong, Xianjun ;
Dunham, Ian ;
Ernst, Jason ;
Furey, Terrence S. ;
Gerstein, Mark ;
Giardine, Belinda ;
Greven, Melissa ;
Hardison, Ross C. ;
Harris, Robert S. ;
Herrero, Javier ;
Hoffman, Michael M. ;
Iyer, Sowmya ;
Kellis, Manolis ;
Khatun, Jainab ;
Kheradpour, Pouya ;
Kundaje, Anshul ;
Lassmann, Timo ;
Li, Qunhua ;
Lin, Xinying ;
Marinov, Georgi K. ;
Merkel, Angelika ;
Mortazavi, Ali .
NATURE, 2012, 489 (7414) :57-74
[6]   Systematic analysis of noncoding somatic mutations and gene expression alterations across 14 tumor types [J].
Fredriksson, Nils J. ;
Ny, Lars ;
Nilsson, Jonas A. ;
Larsson, Erik .
NATURE GENETICS, 2014, 46 (12) :1258-1263
[7]   A census of human cancer genes [J].
Futreal, PA ;
Coin, L ;
Marshall, M ;
Down, T ;
Hubbard, T ;
Wooster, R ;
Rahman, N ;
Stratton, MR .
NATURE REVIEWS CANCER, 2004, 4 (03) :177-183
[8]   Sequencing newly replicated DNA reveals widespread plasticity in human replication timing [J].
Hansen, R. Scott ;
Thomas, Sean ;
Sandstrom, Richard ;
Canfield, Theresa K. ;
Thurman, Robert E. ;
Weaver, Molly ;
Dorschner, Michael O. ;
Gartler, Stanley M. ;
Stamatoyannopoulos, John A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (01) :139-144
[9]   GENCODE: The reference human genome annotation for The ENCODE Project [J].
Harrow, Jennifer ;
Frankish, Adam ;
Gonzalez, Jose M. ;
Tapanari, Electra ;
Diekhans, Mark ;
Kokocinski, Felix ;
Aken, Bronwen L. ;
Barrell, Daniel ;
Zadissa, Amonida ;
Searle, Stephen ;
Barnes, If ;
Bignell, Alexandra ;
Boychenko, Veronika ;
Hunt, Toby ;
Kay, Mike ;
Mukherjee, Gaurab ;
Rajan, Jeena ;
Despacio-Reyes, Gloria ;
Saunders, Gary ;
Steward, Charles ;
Harte, Rachel ;
Lin, Michael ;
Howald, Cedric ;
Tanzer, Andrea ;
Derrien, Thomas ;
Chrast, Jacqueline ;
Walters, Nathalie ;
Balasubramanian, Suganthi ;
Pei, Baikang ;
Tress, Michael ;
Manuel Rodriguez, Jose ;
Ezkurdia, Iakes ;
van Baren, Jeltje ;
Brent, Michael ;
Haussler, David ;
Kellis, Manolis ;
Valencia, Alfonso ;
Reymond, Alexandre ;
Gerstein, Mark ;
Guigo, Roderic ;
Hubbard, Tim J. .
GENOME RESEARCH, 2012, 22 (09) :1760-1774
[10]   On computing the distribution function for the Poisson binomial distribution [J].
Hong, Yili .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 59 :41-51