Project DRIVE: A Compendium of Cancer Dependencies and Synthetic Lethal Relationships Uncovered by Large-Scale, Deep RNAi Screening

被引:468
作者
McDonald, E. Robert, III [1 ,2 ,3 ]
de Weck, Antoine [1 ,2 ,3 ]
Schlabach, Michael R. [1 ,2 ,3 ]
Billy, Eric [1 ,2 ,3 ]
Mavrakis, Konstantinos J. [1 ,2 ,3 ]
Hoffman, Gregory R. [1 ,2 ,3 ]
Belur, Dhiren [1 ,2 ,3 ]
Castelletti, Deborah [1 ,2 ,3 ]
Frias, Elizabeth [1 ,2 ,3 ]
Gampa, Kalyani [1 ,2 ,3 ]
Golji, Javad [1 ,2 ,3 ]
Kao, Iris [1 ,2 ,3 ]
Li, Li [1 ,2 ,3 ]
Megel, Philippe [1 ,2 ,3 ]
Perkins, Thomas A. [1 ,2 ,3 ]
Ramadan, Nadire [1 ,2 ,3 ]
Ruddy, David A. [1 ,2 ,3 ]
Silver, Serena J. [1 ,2 ,3 ]
Sovath, Sosathya [1 ,2 ,3 ]
Stump, Mark [1 ,2 ,3 ]
Weber, Odile [1 ,2 ,3 ]
Widmer, Roland [1 ,2 ,3 ]
Yu, Jianjun [1 ,2 ,3 ]
Yu, Kristine [1 ,2 ,3 ]
Yue, Yingzi [1 ,2 ,3 ]
Abramowski, Dorothee [1 ,2 ,3 ]
Ackley, Elizabeth [1 ,2 ,3 ]
Barrett, Rosemary [1 ,2 ,3 ]
Berger, Joel [1 ,2 ,3 ]
Bernard, Julie L. [1 ,2 ,3 ]
Billig, Rebecca [1 ,2 ,3 ]
Brachmann, Saskia M. [1 ,2 ,3 ]
Buxton, Frank [1 ,2 ,3 ]
Caothien, Roger [1 ,2 ,3 ]
Caushi, Justina X. [1 ,2 ,3 ]
Chung, Franklin S. [1 ,2 ,3 ]
Cortes-Cros, Marta [1 ,2 ,3 ]
debeaumont, Rosalie S. [1 ,2 ,3 ]
Delaunay, Clara [1 ,2 ,3 ]
Desplat, Aurore [1 ,2 ,3 ]
Duong, William [1 ,2 ,3 ]
Dwoske, Donald A. [1 ,2 ,3 ]
Eldridge, Richard S. [1 ,2 ,3 ]
Farsidjani, Ali [1 ,2 ,3 ]
Feng, Fei [1 ,2 ,3 ]
Feng, JiaJia [1 ,2 ,3 ]
Flemming, Daisy [1 ,2 ,3 ]
Forrester, William [1 ,2 ,3 ]
Galli, Giorgio G. [1 ,2 ,3 ]
Gao, Zhenhai [1 ,2 ,3 ]
机构
[1] Novartis Inst Biomed Res, Oncol Dis Area, CH-4002 Basel, Switzerland
[2] Novartis Inst Biomed Res, Oncol Dis Area, Cambridge, MA 02139 USA
[3] Novartis Inst Biomed Res, Oncol Dis Area, Emeryville, CA 94608 USA
关键词
C-RAF; GENE; BREAST; VULNERABILITIES; INHIBITOR; MUTATIONS; PHENOTYPE; ADDICTION; PROTEINS; DELETION;
D O I
10.1016/j.cell.2017.07.005
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
Elucidation of the mutational landscape of human cancer has progressed rapidly and been accompanied by the development of therapeutics targeting mutant oncogenes. However, a comprehensive mapping of cancer dependencies has lagged behind and the discovery of therapeutic targets for counteracting tumor suppressor gene loss is needed. To identify vulnerabilities relevant to specific cancer subtypes, we conducted a large-scale RNAi screen in which viability effects of mRNA knockdown were assessed for 7,837 genes using an average of 20 shRNAs per gene in 398 cancer cell lines. We describe findings of this screen, outlining the classes of cancer dependency genes and their relationships to genetic, expression, and lineage features. In addition, we describe robust gene-interaction networks recapitulating both protein complexes and functional cooperation among complexes and pathways. This dataset along with a web portal is provided to the community to assist in the discovery and translation of new therapeutic approaches for cancer.
引用
收藏
页码:577 / +
页数:26
相关论文
共 55 条
[1]   Genomic Copy Number Dictates a Gene-Independent Cell Response to CRISPR/Cas9 Targeting [J].
Aguirre, Andrew J. ;
Meyers, Robin M. ;
Weir, Barbara A. ;
Vazquez, Francisca ;
Zhang, Cheng-Zhong ;
Ben-David, Uri ;
Cook, April ;
Ha, Gavin ;
Harrington, William F. ;
Doshi, Mihir B. ;
Kost-Alimova, Maria ;
Gill, Stanley ;
Xu, Han ;
Ali, Levi D. ;
Jiang, Guozhi ;
Pantel, Sasha ;
Lee, Yenarae ;
Goodale, Amy ;
Cherniack, Andrew D. ;
Oh, Coyin ;
Kryukov, Gregory ;
Cowley, Glenn S. ;
Garraway, Levi A. ;
Stegmaier, Kimberly ;
Roberts, Charles W. ;
Golub, Todd R. ;
Meyerson, Matthew ;
Root, David E. ;
Tsherniak, Aviad ;
Hahn, William C. .
CANCER DISCOVERY, 2016, 6 (08) :914-929
[2]  
[Anonymous], NATURE
[3]  
[Anonymous], CELL DEATH DIFFER
[4]   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
[5]   Everolimus in Postmenopausal Hormone-Receptor-Positive Advanced Breast Cancer [J].
Baselga, Jose ;
Campone, Mario ;
Piccart, Martine ;
Burris, Howard A., III ;
Rugo, Hope S. ;
Sahmoud, Tarek ;
Noguchi, Shinzaburo ;
Gnant, Michael ;
Pritchard, Kathleen I. ;
Lebrun, Fabienne ;
Beck, J. Thaddeus ;
Ito, Yoshinori ;
Yardley, Denise ;
Deleu, Ines ;
Perez, Alejandra ;
Bachelot, Thomas ;
Vittori, Luc ;
Xu, Zhiying ;
Mukhopadhyay, Pabak ;
Lebwohl, David ;
Hortobagyi, Gabriel N. .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (06) :520-529
[6]   A Systematic Mammalian Genetic Interaction Map Reveals Pathways Underlying Ricin Susceptibility [J].
Bassik, Michael C. ;
Kampmann, Martin ;
Lebbink, Robert Jan ;
Wang, Shuyi ;
Hein, Marco Y. ;
Poser, Ina ;
Weibezahn, Jimena ;
Horlbeck, Max A. ;
Chen, Siyuan ;
Mann, Matthias ;
Hyman, Anthony A. ;
LeProust, Emily M. ;
McManus, Michael T. ;
Weissman, Jonathan S. .
CELL, 2013, 152 (04) :909-922
[7]   FOXA1 represses the molecular phenotype of basal breast cancer cells [J].
Bernardo, G. M. ;
Bebek, G. ;
Ginther, C. L. ;
Sizemore, S. T. ;
Lozada, K. L. ;
Miedler, J. D. ;
Anderson, L. A. ;
Godwin, A. K. ;
Abdul-Karim, F. W. ;
Slamon, D. J. ;
Keri, R. A. .
ONCOGENE, 2013, 32 (05) :554-563
[8]   c-Raf, but Not B-Raf, Is Essential for Development of K-Ras Oncogene-Driven Non-Small Cell Lung Carcinoma [J].
Blasco, Rafael B. ;
Francoz, Sarah ;
Santamaria, David ;
Canamero, Marta ;
Dubus, Pierre ;
Charron, Jean ;
Baccarini, Manuela ;
Barbacid, Mariano .
CANCER CELL, 2011, 19 (05) :652-663
[9]   The role of SOX10 during enteric nervous system development [J].
Bondurand, Nadege ;
Sham, Mai Har .
DEVELOPMENTAL BIOLOGY, 2013, 382 (01) :330-343
[10]   Systematic investigation of genetic vulnerabilities across cancer cell lines reveals lineage-specific dependencies in ovarian cancer [J].
Cheung, Hiu Wing ;
Cowley, Glenn S. ;
Weir, Barbara A. ;
Boehm, Jesse S. ;
Rusin, Scott ;
Scott, Justine A. ;
East, Alexandra ;
Ali, Levi D. ;
Lizotte, Patrick H. ;
Wong, Terence C. ;
Jiang, Guozhi ;
Hsiao, Jessica ;
Mermel, Craig H. ;
Getz, Gad ;
Barretina, Jordi ;
Gopal, Shuba ;
Tamayo, Pablo ;
Gould, Joshua ;
Tsherniak, Aviad ;
Stransky, Nicolas ;
Luo, Biao ;
Ren, Yin ;
Drapkin, Ronny ;
Bhatia, Sangeeta N. ;
Mesirov, Jill P. ;
Garraway, Levi A. ;
Meyerson, Matthew ;
Lander, Eric S. ;
Root, David E. ;
Hahn, William C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (30) :12372-12377