Distinct Subtypes of Gastric Cancer Defined by Molecular Characterization Include Novel Mutational Signatures with Prognostic Capability

被引:100
作者
Li, Xiangchun [1 ,2 ,3 ]
Wu, William K. K. [1 ,2 ,4 ]
Xing, Rui [5 ]
Wong, Sunny H. [1 ,2 ]
Liu, Yuexin [6 ]
Fang, Xiaodong [3 ]
Zhang, Yanlin [7 ]
Wang, Mengyao [3 ]
Wang, Jiaqian [3 ]
Li, Lin [3 ]
Zhou, Yong [3 ]
Tang, Senwei [1 ,2 ]
Peng, Shaoliang [8 ]
Qiu, Kunlong [3 ]
Chen, Longyun [3 ]
Chen, Kexin [6 ]
Yang, Huanming [3 ]
Zhang, Wei [9 ]
Chan, Matthew T. V. [4 ]
Lu, Youyong [5 ]
Sung, Joseph J. Y. [1 ,2 ]
Yu, Jun [1 ,2 ]
机构
[1] Chinese Univ Hong Kong, Inst Digest Dis, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Dept Med & Therapeut, State Key Lab Digest Dis, Li Ka Shing Inst Hlth Sci,CUHK Shenzhen Res Inst, Hong Kong, Hong Kong, Peoples R China
[3] Beijing Genom Inst, Shenzhen, Guangdong, Peoples R China
[4] Chinese Univ Hong Kong, Dept Anaesthesia & Intens Care, Hong Kong, Hong Kong, Peoples R China
[5] Peking Univ, Canc Hosp & Inst, Lab Mol Oncol, Key Lab Carcinogenesis & Translat Res,Minist Educ, Beijing 100871, Peoples R China
[6] Tianjin Med Univ, Canc Inst & Hosp, Dept Epidemiol & Biostat, Tianjin, Peoples R China
[7] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[8] Natl Univ Def Technol, Sch Comp Sci, Changsha, Hunan, Peoples R China
[9] Univ Texas MD Anderson Canc Ctr, Informat Ctr, Dept Pathol, Houston, TX 77030 USA
关键词
GENES; CELL; DISCOVERY; DIFFUSE; EXOME; HETEROGENEITY; MUTAGENESIS; LANDSCAPE; PATTERNS; GENOMICS;
D O I
10.1158/0008-5472.CAN-15-2443
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer is not a single disease, and its subtype classification is still evolving. Next-generation sequencing studies have identified novel genetic drivers of gastric cancer, but their use as molecular classifiers or prognostic markers of disease outcome has yet to be established. In this study, we integrated somatic mutational profiles and clinicopathologic information from 544 gastric cancer patients from previous genomic studies to identify significantly mutated genes (SMG) with prognostic relevance. Gastric cancer patients were classified into regular (86.8%) and hypermutated (13.2%) subtypes based on mutation burden. Notably, TpCpW mutations occurred significantly more frequently in regular, but not hypermutated, gastric cancers, where they were associated with APOBEC expression. In the former group, six previously unreported (XIRP2, NBEA, COL14A1, CNBD1, ITGAV, and AKAP6) and 12 recurrent mutated genes exhibited high mutation prevalence (>= 3.0%) and an unexpectedly higher incidence of nonsynonymous mutations. We also identified two molecular subtypes of regular-mutated gastric cancer that were associated with distinct prognostic outcomes, independently of disease staging, as confirmed in a distinct patient cohort by targeted capture sequencing. Finally, in diffuse-type gastric cancer, CDH1 mutation was found to be associated with shortened patient survival, independently of disease staging. Overall, our work identified previously unreported SMGs and a mutation signature predictive of patient survival in newly classified subtypes of gastric cancer, offering opportunities to stratify patients into optimal treatment plans based on molecular subtyping.
引用
收藏
页码:1724 / 1732
页数:9
相关论文
共 46 条
[11]   Exome and whole-genome sequencing of esophageal adenocarcinoma identifies recurrent driver events and mutational complexity [J].
Dulak, Austin M. ;
Stojanov, Petar ;
Peng, Shouyong ;
Lawrence, Michael S. ;
Fox, Cameron ;
Stewart, Chip ;
Bandla, Santhoshi ;
Imamura, Yu ;
Schumacher, Steven E. ;
Shefler, Erica ;
McKenna, Aaron ;
Carter, Scott L. ;
Cibulskis, Kristian ;
Sivachenko, Andrey ;
Saksena, Gordon ;
Voet, Douglas ;
Ramos, Alex H. ;
Auclair, Daniel ;
Thompson, Kristin ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Guiducci, Candace ;
Beroukhim, Rameen ;
Zhou, Zhongren ;
Lin, Lin ;
Lin, Jules ;
Reddy, Rishindra ;
Chang, Andrew ;
Landrenau, Rodney ;
Pennathur, Arjun ;
Ogino, Shuji ;
Luketich, James D. ;
Golub, Todd R. ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Beer, David G. ;
Godfrey, Tony E. ;
Getz, Gad ;
Bass, Adam J. .
NATURE GENETICS, 2013, 45 (05) :478-U37
[12]  
Ferlay J., 2012, Globocan 2012, estimated cancer incidence, mortality and preval in 2012
[13]   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
[14]   Integrative Analysis of Complex Cancer Genomics and Clinical Profiles Using the cBioPortal [J].
Gao, Jianjiong ;
Aksoy, Buelent Arman ;
Dogrusoz, Ugur ;
Dresdner, Gideon ;
Gross, Benjamin ;
Sumer, S. Onur ;
Sun, Yichao ;
Jacobsen, Anders ;
Sinha, Rileen ;
Larsson, Erik ;
Cerami, Ethan ;
Sander, Chris ;
Schultz, Nikolaus .
SCIENCE SIGNALING, 2013, 6 (269) :pl1
[15]   Improving molecular cancer class discovery through sparse non-negative matrix factorization [J].
Gao, Y ;
Church, G .
BIOINFORMATICS, 2005, 21 (21) :3970-3975
[16]   A flexible R package for nonnegative matrix factorization [J].
Gaujoux, Renaud ;
Seoighe, Cathal .
BMC BIOINFORMATICS, 2010, 11
[17]   Multi-tiered genomic analysis of head and neck cancer ties TP53 mutation to 3p loss [J].
Gross, Andrew M. ;
Orosco, Ryan K. ;
Shen, John P. ;
Egloff, Ann Marie ;
Carter, Hannah ;
Hofree, Matan ;
Choueiri, Michel ;
Coffey, Charles S. ;
Lippman, Scott M. ;
Hayes, D. Neil ;
Cohen, Ezra E. ;
Grandis, Jennifer R. ;
Nguyen, Quyen T. ;
Ideker, Trey .
NATURE GENETICS, 2014, 46 (09) :939-+
[18]   Mechanisms underlying mutational signatures in human cancers [J].
Helleday, Thomas ;
Eshtad, Saeed ;
Nik-Zainal, Serena .
NATURE REVIEWS GENETICS, 2014, 15 (09) :585-598
[19]   APOBEC-Mediated Cytosine Deamination Links PIK3CA Helical Domain Mutations to Human Papillomavirus-Driven Tumor Development [J].
Henderson, Stephen ;
Chakravarthy, Ankur ;
Su, Xiaoping ;
Boshoff, Chris ;
Fenton, Tim Robert .
CELL REPORTS, 2014, 7 (06) :1833-1841
[20]   Multiplatform Analysis of 12 Cancer Types Reveals Molecular Classification within and across Tissues of Origin [J].
Hoadley, Katherine A. ;
Yau, Christina ;
Wolf, Denise M. ;
Cherniack, Andrew D. ;
Tamborero, David ;
Ng, Sam ;
Leiserson, Max D. M. ;
Niu, Beifang ;
McLellan, Michael D. ;
Uzunangelov, Vladislav ;
Zhang, Jiashan ;
Kandoth, Cyriac ;
Akbani, Rehan ;
Shen, Hui ;
Omberg, Larsson ;
Chu, Andy ;
Margolin, Adam A. ;
van't Veer, Laura J. ;
Lopez-Bigas, Nuria ;
Laird, Peter W. ;
Raphael, Benjamin J. ;
Ding, Li ;
Robertson, A. Gordon ;
Byers, Lauren A. ;
Mills, Gordon B. ;
Weinstein, John N. ;
Van Waes, Carter ;
Chen, Zhong ;
Collisson, Eric A. ;
Benz, Christopher C. ;
Perou, Charles M. ;
Stuart, Joshua M. ;
Abbott, Rachel ;
Abbott, Scott ;
Aksoy, B. Arman ;
Aldape, Kenneth ;
Ally, Adrian ;
Amin, Samirkumar ;
Anastassiou, Dimitris ;
Auman, J. Todd ;
Baggerly, Keith A. ;
Balasundaram, Miruna ;
Balu, Saianand ;
Baylin, Stephen B. ;
Benz, Stephen C. ;
Berman, Benjamin P. ;
Bernard, Brady ;
Bhatt, Ami S. ;
Birol, Inanc ;
Black, Aaron D. .
CELL, 2014, 158 (04) :929-944