An Interactive Resource to Identify Cancer Genetic and Lineage Dependencies Targeted by Small Molecules

被引:566
作者
Basu, Amrita [1 ]
Bodycombe, Nicole E. [1 ]
Cheah, Jaime H. [1 ]
Price, Edmund V. [1 ]
Liu, Ke [1 ]
Schaefer, Giannina I. [1 ]
Ebright, Richard Y. [1 ]
Stewart, Michelle L. [1 ]
Ito, Daisuke [1 ]
Wang, Stephanie [1 ]
Bracha, Abigail L. [1 ]
Liefeld, Ted [1 ]
Wawer, Mathias [1 ]
Gilbert, Joshua C. [1 ]
Wilson, Andrew J. [2 ]
Stransky, Nicolas [1 ]
Kryukov, Gregory V. [1 ]
Dancik, Vlado [1 ]
Barretina, Jordi [1 ]
Garraway, Levi A. [1 ]
Hon, C. Suk-Yee [1 ]
Munoz, Benito [1 ]
Bittker, Joshua A. [1 ]
Stockwell, Brent R. [3 ]
Khabele, Dineo [2 ]
Stern, Andrew M. [1 ]
Clemons, Paul A. [1 ]
Shamji, Alykhan F. [1 ]
Schreiber, Stuart L. [1 ]
机构
[1] Broad Inst Harvard & MIT, Cambridge, MA 02142 USA
[2] Vanderbilt Univ, Sch Med, Nashville, TN 37232 USA
[3] Columbia Univ, New York, NY 10027 USA
关键词
INHIBITION; IDENTIFICATION; SENSITIVITY; RESISTANCE; THERAPIES; SURVIVAL; PATHWAY; KINASE; CELLS; BCL-2;
D O I
10.1016/j.cell.2013.08.003
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
The high rate of clinical response to protein-kinase-targeting drugs matched to cancer patients with specific genomic alterations has prompted efforts to use cancer cell line (CCL) profiling to identify additional biomarkers of small-molecule sensitivities. We have quantitatively measured the sensitivity of 242 genomically characterized CCLs to an Informer Set of 354 small molecules that target many nodes in cell circuitry, uncovering protein dependencies that: (1) associate with specific cancer-genomic alterations and (2) can be targeted by small molecules. We have created the Cancer Therapeutics Response Portal (http://www.broadinstitute.org/ctrp) to enable users to correlate genetic features to sensitivity in individual lineages and control for confounding factors of CCL profiling. We report a candidate dependency, associating activating mutations in the oncogene beta-catenin with sensitivity to the Bcl-2 family antagonist, navitoclax. The resource can be used to develop novel therapeutic hypotheses and to accelerate discovery of drugs matched to patients by their cancer genotype and lineage.
引用
收藏
页码:1151 / 1161
页数:11
相关论文
共 45 条
[1]   Chemokine signaling via the CXCR2 receptor reinforces senescence [J].
Acosta, Juan C. ;
O'Loghlen, Ana ;
Banito, Ana ;
Guijarro, Maria V. ;
Augert, Arnaud ;
Raguz, Selina ;
Fumagalli, Marzia ;
Da Costa, Marco ;
Brown, Celia ;
Popov, Nikolay ;
Takatsu, Yoshihiro ;
Melamed, Jonathan ;
di Fagagna, Fabrizio d'Adda ;
Bernard, David ;
Hernando, Eva ;
Gil, Jesus .
CELL, 2008, 133 (06) :1006-1018
[2]   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
[3]   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
[4]   Regulation of Wnt signaling during adipogenesis [J].
Bennett, CN ;
Ross, SE ;
Longo, KA ;
Bajnok, L ;
Hemati, N ;
Johnson, KW ;
Harrison, SD ;
MacDougald, OA .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2002, 277 (34) :30998-31004
[5]   CONTROL OF P70 S6 KINASE BY KINASE-ACTIVITY OF FRAP IN-VIVO [J].
BROWN, EJ ;
BEAL, PA ;
KEITH, CT ;
CHEN, J ;
SHIN, TB ;
SCHREIBER, SL .
NATURE, 1995, 377 (6548) :441-446
[6]   A murine lung cancer co-clinical trial identifies genetic modifiers of therapeutic response [J].
Chen, Zhao ;
Cheng, Katherine ;
Walton, Zandra ;
Wang, Yuchuan ;
Ebi, Hiromichi ;
Shimamura, Takeshi ;
Liu, Yan ;
Tupper, Tanya ;
Ouyang, Jing ;
Li, Jie ;
Gao, Peng ;
Woo, Michele S. ;
Xu, Chunxiao ;
Yanagita, Masahiko ;
Altabef, Abigail ;
Wang, Shumei ;
Lee, Charles ;
Nakada, Yuji ;
Pena, Christopher G. ;
Sun, Yanping ;
Franchetti, Yoko ;
Yao, Catherine ;
Saur, Amy ;
Cameron, Michael D. ;
Nishino, Mizuki ;
Hayes, D. Neil ;
Wilkerson, Matthew D. ;
Roberts, Patrick J. ;
Lee, Carrie B. ;
Bardeesy, Nabeel ;
Butaney, Mohit ;
Chirieac, Lucian R. ;
Costa, Daniel B. ;
Jackman, David ;
Sharpless, Norman E. ;
Castrillon, Diego H. ;
Demetri, George D. ;
Jaenne, Pasi A. ;
Pandolfi, Pier Paolo ;
Cantley, Lewis C. ;
Kung, Andrew L. ;
Engelman, Jeffrey A. ;
Wong, Kwok-Kin .
NATURE, 2012, 483 (7391) :613-617
[7]   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
[8]   Synthetic Lethal Interaction of Combined BCL-XL and MEK Inhibition Promotes Tumor Regressions in KRAS Mutant Cancer Models [J].
Corcoran, Ryan B. ;
Cheng, Katherine A. ;
Hata, Aaron N. ;
Faber, Anthony C. ;
Ebi, Hiromichi ;
Coffee, Erin M. ;
Greninger, Patricia ;
Brown, Ronald D. ;
Godfrey, Jason T. ;
Cohoon, Travis J. ;
Song, Youngchul ;
Lifshits, Eugene ;
Hung, Kenneth E. ;
Shioda, Toshi ;
Dias-Santagata, Dora ;
Singh, Anurag ;
Settleman, Jeffrey ;
Benes, Cyril H. ;
Mino-Kenudson, Mari ;
Wong, Kwok-Kin ;
Engelman, Jeffrey A. .
CANCER CELL, 2013, 23 (01) :121-128
[9]  
Corcoran RB, 2011, ONCOTARGET, V2, P336
[10]   ACM Symposium on Parallel Algorithms and Architectures - Guest editors' foreword [J].
Cormen, T ;
Dehne, F ;
Fraigniaud, P ;
Matias, Y .
THEORY OF COMPUTING SYSTEMS, 2000, 33 (5-6) :335-335