Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma

被引:1840
作者
Ally, Adrian
Balasundaram, Miruna
Carlsen, Rebecca
Chuah, Eric
Clarke, Amanda
Dhalla, Noreen
Holt, Robert A.
Jones, Steven J. M.
Lee, Darlene
Ma, Yussanne
Marra, Marco A.
Mayo, Michael
Moore, Richard A.
Mungall, Andrew J.
Schein, Jacqueline E.
Sipahimalani, Payal
Tam, Angela
Thiessen, Nina
Cheung, Dorothy
Wong, Tina
Brooks, Denise
Robertson, A. Gordon
Bowlby, Reanne
Mungall, Karen
Sadeghi, Sara
Xi, Liu
Covington, Kyle
Shinbrot, Eve
Wheeler, David A.
Gibbs, Richard A.
Donehower, Lawrence A.
Wang, Linghua
Bowen, Jay
Gastier-Foster, Julie M.
Gerken, Mark
Helsel, Carmen
Leraas, Kristen M.
Lichtenberg, Tara M.
Ramirez, Nilsa C.
Wise, Lisa
Zmuda, Erik
Gabriel, Stacey B.
Meyerson, Matthew
Cibulskis, Carrie
Murray, Bradley A.
Shih, Juliann
Beroukhim, Rameen
Cherniack, Andrew D.
Schumacher, Steven E.
Saksena, Gordon
机构
关键词
MUTATIONAL LANDSCAPE; GENE; EXPRESSION; DNA; PREDICTION; ACCURATE; QUANTIFICATION; SIGNATURES; PHENOTYPE; DISCOVERY;
D O I
10.1016/j.cell.2017.05.046
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Liver cancer has the second highest worldwide cancer mortality rate and has limited therapeutic options. We analyzed 363 hepatocellular carcinoma (HCC) cases by whole-exome sequencing and DNA copy number analyses, and we analyzed 196 HCC cases by DNA methylation, RNA, miRNA, and proteomic expression also. DNA sequencing and mutation analysis identified significantly mutated genes, including LZTR1, EEF1A1, SF3B1, and SMARCA4. Significant alterations by mutation or downregulation by hypermethylation in genes likely to result in HCC metabolic reprogramming (ALB, APOB, and CPS1) were observed. Integrative molecular HCC subtyping incorporating unsupervised clustering of five data platforms identified three subtypes, one of which was associated with poorer prognosis in three HCC cohorts. Integrated analyses enabled development of a p53 target gene expression signature correlating with poor survival. Potential therapeutic targets for which inhibitors exist include WNT signaling, MDM4, MET, VEGFA, MCL1, IDH1, TERT, and immune checkpoint proteins CTLA-4, PD-1, and PD-L1.
引用
收藏
页码:1327 / +
页数:38
相关论文
共 96 条
[1]   Genomic Portrait of Resectable Hepatocellular Carcinomas: Implications of RB1 and FGF19 Aberrations for Patient Stratification [J].
Ahn, Sung-Min ;
Jang, Se Jin ;
Shim, Ju Hyun ;
Kim, Deokhoon ;
Hong, Seung-Mo ;
Sung, Chang Ohk ;
Baek, Daehyun ;
Haq, Farhan ;
Ansari, Adnan Ahmad ;
Lee, Sun Young ;
Chun, Sung-Min ;
Choi, Seongmin ;
Choi, Hyun-Jeung ;
Kim, Jongkyu ;
Kim, Sukjun ;
Hwang, Shin ;
Lee, Young-Joo ;
Lee, Jong-eun ;
Jung, Wang-rim ;
Jang, Hye Yoon ;
Yang, Eunho ;
Sung, Wing-Kin ;
Lee, Nikki P. ;
Mao, Mao ;
Lee, Charles ;
Zucman-Rossi, Jessica ;
Yu, Eunsil ;
Lee, Han Chu ;
Kong, Gu .
HEPATOLOGY, 2014, 60 (06) :1972-1982
[2]   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-+
[3]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[4]   Small molecule Mcl-1 inhibitors for the treatment of cancer [J].
Belmar, Johannes ;
Fesik, Stephen W. .
PHARMACOLOGY & THERAPEUTICS, 2015, 145 :76-84
[5]   High density DNA methylation array with single CpG site resolution [J].
Bibikova, Marina ;
Barnes, Bret ;
Tsan, Chan ;
Ho, Vincent ;
Klotzle, Brandy ;
Le, Jennie M. ;
Delano, David ;
Zhang, Lu ;
Schroth, Gary P. ;
Gunderson, Kevin L. ;
Fan, Jian-Bing ;
Shen, Richard .
GENOMICS, 2011, 98 (04) :288-295
[6]   The spliceosome as a target of novel antitumour drugs [J].
Bonnal, Sophie ;
Vigevani, Luisa ;
Valcarcel, Juan .
NATURE REVIEWS DRUG DISCOVERY, 2012, 11 (11) :847-859
[7]   Frequent Mutation of Isocitrate Dehydrogenase (IDH)1 and IDH2 in Cholangiocarcinoma Identified Through Broad-Based Tumor Genotyping [J].
Borger, Darrell R. ;
Tanabe, Kenneth K. ;
Fan, Kenneth C. ;
Lopez, Hector U. ;
Fantin, Valeria R. ;
Straley, Kimberly S. ;
Schenkein, David P. ;
Hezel, Aram F. ;
Ancukiewicz, Marek ;
Liebman, Hannah M. ;
Kwak, Eunice L. ;
Clark, Jeffrey W. ;
Ryan, David P. ;
Deshpande, Vikram ;
Dias-Santagata, Dora ;
Ellisen, Leif W. ;
Zhu, Andrew X. ;
Iafrate, A. John .
ONCOLOGIST, 2012, 17 (01) :72-79
[8]   Hepatic Stem-like Phenotype and Interplay of Wnt/β-Catenin and Myc Signaling in Aggressive Childhood Liver Cancer [J].
Cairo, Stefano ;
Armengol, Carolina ;
De Reynies, Auelien ;
Wei, Yu ;
Thomas, Emilie ;
Renard, Claire-Angelique ;
Goga, Andrei ;
Balakrishnan, Asha ;
Semeraro, Michaela ;
Gresh, Lionel ;
Pontoglio, Marco ;
Strick-Marchand, Helene ;
Levillayer, Florence ;
Nouet, Yann ;
Rickman, David ;
Gauthier, Frederic ;
Branchereau, Sophie ;
Brugieres, Laurence ;
Laithier, Veronique ;
Bouvier, Raymonde ;
Boman, Francoise ;
Basso, Giuseppe ;
Michiels, Jean-Francois ;
Hofman, Paul ;
Arbez-Gindre, Francine ;
Jouan, Helene ;
Chapeau, Marie-Christine Rousselet ;
Berrebi, Dominique ;
Marcellin, Luc ;
Plenat, Francois ;
Zachar, Dominique ;
Joubert, Madeleine ;
Selves, Janick ;
Pasquier, Dominique ;
Bioulac-Sage, Paulette ;
Grotzer, Michael ;
Childs, Margaret ;
Fabre, Monique ;
Buendia, Marie-Annick .
CANCER CELL, 2008, 14 (06) :471-484
[9]   Absolute quantification of somatic DNA alterations in human cancer [J].
Carter, Scott L. ;
Cibulskis, Kristian ;
Helman, Elena ;
McKenna, Aaron ;
Shen, Hui ;
Zack, Travis ;
Laird, Peter W. ;
Onofrio, Robert C. ;
Winckler, Wendy ;
Weir, Barbara A. ;
Beroukhim, Rameen ;
Pellman, David ;
Levine, Douglas A. ;
Lander, Eric S. ;
Meyerson, Matthew ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2012, 30 (05) :413-+
[10]   The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data [J].
Cerami, Ethan ;
Gao, Jianjiong ;
Dogrusoz, Ugur ;
Gross, Benjamin E. ;
Sumer, Selcuk Onur ;
Aksoy, Buelent Arman ;
Jacobsen, Anders ;
Byrne, Caitlin J. ;
Heuer, Michael L. ;
Larsson, Erik ;
Antipin, Yevgeniy ;
Reva, Boris ;
Goldberg, Arthur P. ;
Sander, Chris ;
Schultz, Nikolaus .
CANCER DISCOVERY, 2012, 2 (05) :401-404