A comprehensive transcriptional portrait of human cancer cell lines

被引:473
作者
Klijn, Christiaan [1 ]
Durinck, Steffen [1 ,2 ]
Stawiski, Eric W. [1 ,2 ]
Haverty, Peter M. [1 ]
Jiang, Zhaoshi [1 ]
Liu, Hanbin [1 ]
Degenhardt, Jeremiah [1 ]
Mayba, Oleg [1 ]
Gnad, Florian [1 ]
Liu, Jinfeng [1 ]
Pau, Gregoire [1 ]
Reeder, Jens [1 ]
Cao, Yi [1 ,3 ]
Mukhyala, Kiran [1 ]
Selvaraj, Suresh K. [3 ]
Yu, Mamie [3 ]
Zynda, Gregory J. [1 ]
Brauer, Matthew J. [1 ]
Wu, Thomas D. [1 ]
Gentleman, Robert C. [1 ]
Manning, Gerard [1 ]
Yauch, Robert L. [3 ]
Bourgon, Richard [1 ]
Stokoe, David [3 ]
Modrusan, Zora [2 ]
Neve, Richard M. [3 ]
de Sauvage, Frederic J. [2 ]
Settleman, Jeffrey [3 ]
Seshagiri, Somasekar [2 ]
Zhang, Zemin [1 ]
机构
[1] Genentech Inc, Dept Bioinformat & Computat Biol, San Francisco, CA 94080 USA
[2] Genentech Inc, Dept Mol Biol, San Francisco, CA 94080 USA
[3] Genentech Inc, Dept Oncol, San Francisco, CA 94080 USA
关键词
TO-MESENCHYMAL TRANSITION; GENE-EXPRESSION PATTERNS; COPY-NUMBER ALTERATION; BREAST-CANCER; MOLECULAR PHARMACOLOGY; TYROSINE KINASE; IDENTIFICATION; INHIBITOR; FUSIONS; GENOME;
D O I
10.1038/nbt.3080
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Tumor-derived cell lines have served as vital models to advance our understanding of oncogene function and therapeutic responses. Although substantial effort has been made to define the genomic constitution of cancer cell line panels, the transcriptome remains understudied. Here we describe RNA sequencing and single-nucleotide polymorphism ( SNP) array analysis of 675 human cancer cell lines. We report comprehensive analyses of transcriptome features including gene expression, mutations, gene fusions and expression of non-human sequences. Of the 2,200 gene fusions catalogued, 1,435 consist of genes not previously found in fusions, providing many leads for further investigation. We combine multiple genome and transcriptome features in a pathway-based approach to enhance prediction of response to targeted therapeutics. Our results provide a valuable resource for studies that use cancer cell lines.
引用
收藏
页码:306 / +
页数:10
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[1]   The Exomes of the NCI-60 Panel: A Genomic Resource for Cancer Biology and Systems Pharmacology [J].
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Zhu, Yuelin J. ;
Bilke, Sven ;
Walker, Robert L. ;
Pineda, Marbin ;
Gindin, Yevgeniy ;
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Reinhold, William C. ;
Holbeck, Susan L. ;
Simon, Richard M. ;
Doroshow, James H. ;
Pommier, Yves ;
Meltzer, Paul S. .
CANCER RESEARCH, 2013, 73 (14) :4372-4382
[2]   Cross-talk between MET and EGFR in non-small cell lung cancer involves miR-27a and Sprouty2 [J].
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Romano, Giulia ;
Palmieri, Dario ;
Lagana, Alessandro ;
Garofalo, Michela ;
Balatti, Veronica ;
Drusco, Alessandra ;
Chiariello, Mario ;
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[3]   Brief Report: The lincRNA Hotair Is Required for Epithelial-to-Mesenchymal Transition and Stemness Maintenance of Cancer Cell Lines [J].
Alves, Cleidson Padua ;
Fonseca, Aline Simoneti ;
Muys, Bruna Rodrigues ;
Bueno, Rafaela de Barros e Lima ;
Buerger, Matheus Carvalho ;
de Souza, Jorge E. S. ;
Valente, Valeria ;
Zago, Marco Antonio ;
Silva, Wilson Araujo, Jr. .
STEM CELLS, 2013, 31 (12) :2827-2832
[4]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
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[5]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[6]   The discovery of the benzhydroxamate MEK inhibitors CI-1040 and PD 0325901 [J].
Barrett, Stephen D. ;
Bridges, Alexander J. ;
Dudley, David T. ;
Saltiel, Alan R. ;
Fergus, James H. ;
Flamme, Cathlin M. ;
Delaney, Amy M. ;
Kaufman, Michael ;
LePage, Sophie ;
Leopold, Wilbur R. ;
Przybranowski, Sally A. ;
Sebolt-Leopold, Judith ;
Van Becelaere, Keri ;
Doherty, Annette M. ;
Kennedy, Robert M. ;
Marston, Dan ;
Howard, W. Allen, Jr. ;
Smith, Yvonne ;
Warmus, Joseph S. ;
Tecle, Haile .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2008, 18 (24) :6501-6504
[7]   Integrative analysis of the melanoma transcriptome [J].
Berger, Michael F. ;
Levin, Joshua Z. ;
Vijayendran, Krishna ;
Sivachenko, Andrey ;
Adiconis, Xian ;
Maguire, Jared ;
Johnson, Laura A. ;
Robinson, James ;
Verhaak, Roel G. ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Ziaugra, Liuda ;
Cibulskis, Kristian ;
Laine, Elisabeth ;
Barretina, Jordi ;
Winckler, Wendy ;
Fisher, David E. ;
Getz, Gad ;
Meyerson, Matthew ;
Jaffe, David B. ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Dummer, Reinhard ;
Gnirke, Andreas ;
Nusbaum, Chad ;
Garraway, Levi A. .
GENOME RESEARCH, 2010, 20 (04) :413-427
[8]   The landscape of somatic copy-number alteration across human cancers [J].
Beroukhim, Rameen ;
Mermel, Craig H. ;
Porter, Dale ;
Wei, Guo ;
Raychaudhuri, Soumya ;
Donovan, Jerry ;
Barretina, Jordi ;
Boehm, Jesse S. ;
Dobson, Jennifer ;
Urashima, Mitsuyoshi ;
Mc Henry, Kevin T. ;
Pinchback, Reid M. ;
Ligon, Azra H. ;
Cho, Yoon-Jae ;
Haery, Leila ;
Greulich, Heidi ;
Reich, Michael ;
Winckler, Wendy ;
Lawrence, Michael S. ;
Weir, Barbara A. ;
Tanaka, Kumiko E. ;
Chiang, Derek Y. ;
Bass, Adam J. ;
Loo, Alice ;
Hoffman, Carter ;
Prensner, John ;
Liefeld, Ted ;
Gao, Qing ;
Yecies, Derek ;
Signoretti, Sabina ;
Maher, Elizabeth ;
Kaye, Frederic J. ;
Sasaki, Hidefumi ;
Tepper, Joel E. ;
Fletcher, Jonathan A. ;
Tabernero, Josep ;
Baselga, Jose ;
Tsao, Ming-Sound ;
Demichelis, Francesca ;
Rubin, Mark A. ;
Janne, Pasi A. ;
Daly, Mark J. ;
Nucera, Carmelo ;
Levine, Ross L. ;
Ebert, Benjamin L. ;
Gabriel, Stacey ;
Rustgi, Anil K. ;
Antonescu, Cristina R. ;
Ladanyi, Marc ;
Letai, Anthony .
NATURE, 2010, 463 (7283) :899-905
[9]   Signatures of mutation and selection in the cancer genome [J].
Bignell, Graham R. ;
Greenman, Chris D. ;
Davies, Helen ;
Butler, Adam P. ;
Edkins, Sarah ;
Andrews, Jenny M. ;
Buck, Gemma ;
Chen, Lina ;
Beare, David ;
Latimer, Calli ;
Widaa, Sara ;
Hinton, Jonathon ;
Fahey, Ciara ;
Fu, Beiyuan ;
Swamy, Sajani ;
Dalgliesh, Gillian L. ;
Teh, Bin T. ;
Deloukas, Panos ;
Yang, Fengtang ;
Campbell, Peter J. ;
Futreal, P. Andrew ;
Stratton, Michael R. .
NATURE, 2010, 463 (7283) :893-U61
[10]   Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel paired-end sequencing [J].
Campbell, Peter J. ;
Stephens, Philip J. ;
Pleasance, Erin D. ;
O'Meara, Sarah ;
Li, Heng ;
Santarius, Thomas ;
Stebbings, Lucy A. ;
Leroy, Catherine ;
Edkins, Sarah ;
Hardy, Claire ;
Teague, Jon W. ;
Menzies, Andrew ;
Goodhead, Ian ;
Turner, Daniel J. ;
Clee, Christopher M. ;
Quail, Michael A. ;
Cox, Antony ;
Brown, Clive ;
Durbin, Richard ;
Hurles, Matthew E. ;
Edwards, Paul A. W. ;
Bignell, Graham R. ;
Stratton, Michael R. ;
Futreal, P. Andrew .
NATURE GENETICS, 2008, 40 (06) :722-729