Protein Domain-Level Landscape of Cancer-Type-Specific Somatic Mutations

被引:51
作者
Yang, Fan [1 ,2 ,3 ]
Petsalaki, Evangelia [2 ,3 ]
Rolland, Thomas [4 ,5 ]
Hill, David E. [4 ]
Vidal, Marc [4 ]
Roth, Frederick P. [1 ,2 ,3 ,4 ,6 ,7 ]
机构
[1] Univ Toronto, Dept Mol Genet, Toronto, ON, Canada
[2] Univ Toronto, Donnelly Ctr, Toronto, ON, Canada
[3] Mt Sinai Hosp, Lunenfeld Tanenbaum Res Inst, Toronto, ON M5G 1X5, Canada
[4] Dana Farber Canc Inst, CCSB, Boston, MA 02115 USA
[5] Harvard Univ, Sch Med, Dept Genet, Boston, MA USA
[6] Canadian Inst Adv Res, Toronto, ON, Canada
[7] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
关键词
EPIDERMAL GROWTH-FACTOR; P53; TUMOR-SUPPRESSOR; GENOMIC ANALYSIS; HUMAN BREAST; ESOPHAGEAL ADENOCARCINOMA; INACTIVATING MUTATIONS; ONCOGENIC MUTATIONS; FREQUENT MUTATION; EXOME; GENE;
D O I
10.1371/journal.pcbi.1004147
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Identifying driver mutations and their functional consequences is critical to our understanding of cancer. Towards this goal, and because domains are the functional units of a protein, we explored the protein domain-level landscape of cancer-type-specific somatic mutations. Specifically, we systematically examined tumor genomes from 21 cancer types to identify domains with high mutational density in specific tissues, the positions of mutational hotspots within these domains, and the functional and structural context where possible. While hotspots corresponding to specific gain-of-function mutations are expected for oncoproteins, we found that tumor suppressor proteins also exhibit strong biases toward being mutated in particular domains. Within domains, however, we observed the expected patterns of mutation, with recurrently mutated positions for oncogenes and evenly distributed mutations for tumor suppressors. For example, we identified both known and new endometrial cancer hotspots in the tyrosine kinase domain of the FGFR2 protein, one of which is also a hotspot in breast cancer, and found new two hotspots in the Immunoglobulin I-set domain in colon cancer. Thus, to prioritize cancer mutations for further functional studies aimed at more precise cancer treatments, we have systematically correlated mutations and cancer types at the protein domain level.
引用
收藏
页数:30
相关论文
共 142 条
[1]   Comparative Genomic Analysis of Esophageal Adenocarcinoma and Squamous Cell Carcinoma [J].
Agrawal, Nishant ;
Jiao, Yuchen ;
Bettegowda, Chetan ;
Hutfless, Susan M. ;
Wang, Yuxuan ;
David, Stefan ;
Cheng, Yulan ;
Twaddell, William S. ;
Latt, Nyan L. ;
Shin, Eun J. ;
Wang, Li-Dong ;
Wang, Liang ;
Yang, Wancai ;
Velculescu, Victor E. ;
Vogelstein, Bert ;
Papadopoulos, Nickolas ;
Kinzler, Kenneth W. ;
Meltzer, Stephen J. .
CANCER DISCOVERY, 2012, 2 (10) :899-905
[2]   Exome Sequencing of Head and Neck Squamous Cell Carcinoma Reveals Inactivating Mutations in NOTCH1 [J].
Agrawal, Nishant ;
Frederick, Mitchell J. ;
Pickering, Curtis R. ;
Bettegowda, Chetan ;
Chang, Kyle ;
Li, Ryan J. ;
Fakhry, Carole ;
Xie, Tong-Xin ;
Zhang, Jiexin ;
Wang, Jing ;
Zhang, Nianxiang ;
El-Naggar, Adel K. ;
Jasser, Samar A. ;
Weinstein, John N. ;
Trevino, Lisa ;
Drummond, Jennifer A. ;
Muzny, Donna M. ;
Wu, Yuanqing ;
Wood, Laura D. ;
Hruban, Ralph H. ;
Westra, William H. ;
Koch, Wayne M. ;
Califano, Joseph A. ;
Gibbs, Richard A. ;
Sidransky, David ;
Vogelstein, Bert ;
Velculescu, Victor E. ;
Papadopoulos, Nickolas ;
Wheeler, David A. ;
Kinzler, Kenneth W. ;
Myers, Jeffrey N. .
SCIENCE, 2011, 333 (6046) :1154-1157
[3]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[4]   The COSMIC (Catalogue of Somatic Mutations in Cancer) database and website [J].
Bamford, S ;
Dawson, E ;
Forbes, S ;
Clements, J ;
Pettett, R ;
Dogan, A ;
Flanagan, A ;
Teague, J ;
Futreal, PA ;
Stratton, MR ;
Wooster, R .
BRITISH JOURNAL OF CANCER, 2004, 91 (02) :355-358
[5]   Exome sequencing identifies recurrent SPOP, FOXA1 and MED12 mutations in prostate cancer [J].
Barbieri, Christopher E. ;
Baca, Sylvan C. ;
Lawrence, Michael S. ;
Demichelis, Francesca ;
Blattner, Mirjam ;
Theurillat, Jean-Philippe ;
White, Thomas A. ;
Stojanov, Petar ;
Van Allen, Eliezer ;
Stransky, Nicolas ;
Nickerson, Elizabeth ;
Chae, Sung-Suk ;
Boysen, Gunther ;
Auclair, Daniel ;
Onofrio, Robert C. ;
Park, Kyung ;
Kitabayashi, Naoki ;
MacDonald, Theresa Y. ;
Sheikh, Karen ;
Vuong, Terry ;
Guiducci, Candace ;
Cibulskis, Kristian ;
Sivachenko, Andrey ;
Carter, Scott L. ;
Saksena, Gordon ;
Voet, Douglas ;
Hussain, Wasay M. ;
Ramos, Alex H. ;
Winckler, Wendy ;
Redman, Michelle C. ;
Ardlie, Kristin ;
Tewari, Ashutosh K. ;
Mosquera, Juan Miguel ;
Rupp, Niels ;
Wild, Peter J. ;
Moch, Holger ;
Morrissey, Colm ;
Nelson, Peter S. ;
Kantoff, Philip W. ;
Gabriel, Stacey B. ;
Golub, Todd R. ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad ;
Rubin, Mark A. ;
Garraway, Levi A. .
NATURE GENETICS, 2012, 44 (06) :685-U107
[6]   Genomic sequencing of colorectal adenocarcinomas identifies a recurrent VTI1A-TCF7L2 fusion [J].
Bass, Adam J. ;
Lawrence, Michael S. ;
Brace, Lear E. ;
Ramos, Alex H. ;
Drier, Yotam ;
Cibulskis, Kristian ;
Sougnez, Carrie ;
Voet, Douglas ;
Saksena, Gordon ;
Sivachenko, Andrey ;
Jing, Rui ;
Parkin, Melissa ;
Pugh, Trevor ;
Verhaak, Roel G. ;
Stransky, Nicolas ;
Boutin, Adam T. ;
Barretina, Jordi ;
Solit, David B. ;
Vakiani, Evi ;
Shao, Wenlin ;
Mishina, Yuji ;
Warmuth, Markus ;
Jimenez, Jose ;
Chiang, Derek Y. ;
Signoretti, Sabina ;
Kaelin, William G., Jr. ;
Spardy, Nicole ;
Hahn, William C. ;
Hoshida, Yujin ;
Ogino, Shuji ;
DePinho, Ronald A. ;
Chin, Lynda ;
Garraway, Levi A. ;
Fuchs, Charles S. ;
Baselga, Jose ;
Tabernero, Josep ;
Gabriel, Stacey ;
Lander, Eric S. ;
Getz, Gad ;
Meyerson, Matthew .
NATURE GENETICS, 2011, 43 (10) :964-U67
[7]   Genetic progression and the waiting time to cancer [J].
Beerenwinkel, Niko ;
Antal, Tibor ;
Dingli, David ;
Traulsen, Arne ;
Kinzler, Kenneth W. ;
Velculescu, Victor E. ;
Vogelstein, Bert ;
Nowak, Martin A. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (11) :2239-2246
[8]   Integrated genomic analyses of ovarian carcinoma [J].
Bell, D. ;
Berchuck, A. ;
Birrer, M. ;
Chien, J. ;
Cramer, D. W. ;
Dao, F. ;
Dhir, R. ;
DiSaia, P. ;
Gabra, H. ;
Glenn, P. ;
Godwin, A. K. ;
Gross, J. ;
Hartmann, L. ;
Huang, M. ;
Huntsman, D. G. ;
Iacocca, M. ;
Imielinski, M. ;
Kalloger, S. ;
Karlan, B. Y. ;
Levine, D. A. ;
Mills, G. B. ;
Morrison, C. ;
Mutch, D. ;
Olvera, N. ;
Orsulic, S. ;
Park, K. ;
Petrelli, N. ;
Rabeno, B. ;
Rader, J. S. ;
Sikic, B. I. ;
Smith-McCune, K. ;
Sood, A. K. ;
Bowtell, D. ;
Penny, R. ;
Testa, J. R. ;
Chang, K. ;
Dinh, H. H. ;
Drummond, J. A. ;
Fowler, G. ;
Gunaratne, P. ;
Hawes, A. C. ;
Kovar, C. L. ;
Lewis, L. R. ;
Morgan, M. B. ;
Newsham, I. F. ;
Santibanez, J. ;
Reid, J. G. ;
Trevino, L. R. ;
Wu, Y. -Q. ;
Wang, M. .
NATURE, 2011, 474 (7353) :609-615
[9]   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
[10]   The genomic complexity of primary human prostate cancer [J].
Berger, Michael F. ;
Lawrence, Michael S. ;
Demichelis, Francesca ;
Drier, Yotam ;
Cibulskis, Kristian ;
Sivachenko, Andrey Y. ;
Sboner, Andrea ;
Esgueva, Raquel ;
Pflueger, Dorothee ;
Sougnez, Carrie ;
Onofrio, Robert ;
Carter, Scott L. ;
Park, Kyung ;
Habegger, Lukas ;
Ambrogio, Lauren ;
Fennell, Timothy ;
Parkin, Melissa ;
Saksena, Gordon ;
Voet, Douglas ;
Ramos, Alex H. ;
Pugh, Trevor J. ;
Wilkinson, Jane ;
Fisher, Sheila ;
Winckler, Wendy ;
Mahan, Scott ;
Ardlie, Kristin ;
Baldwin, Jennifer ;
Simons, Jonathan W. ;
Kitabayashi, Naoki ;
MacDonald, Theresa Y. ;
Kantoff, Philip W. ;
Chin, Lynda ;
Gabriel, Stacey B. ;
Gerstein, Mark B. ;
Golub, Todd R. ;
Meyerson, Matthew ;
Tewari, Ashutosh ;
Lander, Eric S. ;
Getz, Gad ;
Rubin, Mark A. ;
Garraway, Levi A. .
NATURE, 2011, 470 (7333) :214-220