Next-generation characterization of the Cancer Cell Line Encyclopedia

被引:1797
|
作者
Ghandi, Mahmoud [1 ]
Huang, Franklin W. [1 ,2 ,14 ]
Jane-Valbuena, Judit [1 ,2 ]
Kryukov, Gregory V. [1 ]
Lo, Christopher C. [1 ]
McDonald, E. Robert, III [3 ]
Barretina, Jordi [3 ,16 ]
Gelfand, Ellen T. [1 ]
Bielski, Craig M. [1 ]
Li, Haoxin [1 ,2 ]
Hu, Kevin [1 ]
Andreev-Drakhlin, Alexander Y. [1 ]
Kim, Jaegil [1 ]
Hess, Julian M. [1 ]
Haas, Brian J. [1 ]
Aguet, Francois [1 ]
Weir, Barbara A. [1 ]
Rothberg, Michael V. [1 ]
Paolella, Brenton R. [1 ]
Lawrence, Michael S. [1 ,4 ,5 ,6 ]
Akbani, Rehan [7 ]
Lu, Yiling [7 ]
Tiv, Hong L. [8 ]
Gokhale, Prafulla C. [8 ]
De Weck, Antoine [9 ]
Mansour, Ali Amin [1 ]
Oh, Coyin [1 ]
Shih, Juliann [1 ]
Hadi, Kevin [10 ,11 ,12 ]
Rosen, Yanay [1 ]
Bistline, Jonathan [1 ]
Venkatesan, Kavitha [3 ]
Reddy, Anupama [3 ]
Sonkin, Dmitriy [3 ,15 ]
Liu, Manway [3 ]
Lehar, Joseph [3 ]
Korn, Joshua M. [3 ]
Porter, Dale A. [3 ]
Jones, Michael D. [3 ]
Golji, Javad [3 ]
Caponigro, Giordano [3 ]
Taylor, Jordan E. [1 ]
Dunning, Caitlin M. [1 ]
Creech, Amanda L. [1 ]
Warren, Allison C. [1 ]
McFarland, James M. [1 ]
Zamanighomi, Mahdi [1 ]
Kauffmann, Audrey [9 ]
Stransky, Nicolas [1 ]
Imielinski, Marcin [10 ,11 ,12 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[3] Novartis Inst Biomed Res, Cambridge, MA 02139 USA
[4] Massachusetts Gen Hosp, Ctr Canc, Boston, MA USA
[5] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[6] Harvard Med Sch, Boston, MA 02115 USA
[7] Univ Texas MD Anderson Canc Ctr, Houston, TX 77030 USA
[8] Belfer Ctr Appl Canc Sci, Boston, MA USA
[9] Novartis Inst Biomed Res, Basel, Switzerland
[10] New York Genome Ctr, New York, NY USA
[11] Weill Cornell Med, Inst Computat Biomed, Englander Inst Precis Med, Dept Pathol & Lab Med, New York, NY USA
[12] Weill Cornell Med, Meyer Canc Ctr, New York, NY USA
[13] Howard Hughes Med Inst, Chevy Chase, MD USA
[14] Univ Calif San Francisco, San Francisco, CA 94143 USA
[15] NCI, Rockville, MD USA
[16] Girona Biomed Res Inst IDIBGI, Girona, Spain
关键词
MISMATCH REPAIR DEFICIENCY; DNA METHYLATION; PROTEIN; MUTATIONS; RNA; CONSISTENCY; RESISTANCE; LANDSCAPE; MDM4; MAP;
D O I
10.1038/s41586-019-1186-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Large panels of comprehensively characterized human cancer models, including the Cancer Cell Line Encyclopedia (CCLE), have provided a rigorous framework with which to study genetic variants, candidate targets, and small-molecule and biological therapeutics and to identify new marker-driven cancer dependencies. To improve our understanding of the molecular features that contribute to cancer phenotypes, including drug responses, here we have expanded the characterizations of cancer cell lines to include genetic, RNA splicing, DNA methylation, histone H3 modification, microRNA expression and reverse-phase protein array data for 1,072 cell lines from individuals of various lineages and ethnicities. Integration of these data with functional characterizations such as drug-sensitivity, short hairpin RNA knockdown and CRISPR-Cas9 knockout data reveals potential targets for cancer drugs and associated biomarkers. Together, this dataset and an accompanying public data portal provide a resource for the acceleration of cancer research using model cancer cell lines.
引用
收藏
页码:503 / +
页数:25
相关论文
共 50 条
  • [1] Next-generation characterization of the Cancer Cell Line Encyclopedia
    Mahmoud Ghandi
    Franklin W. Huang
    Judit Jané-Valbuena
    Gregory V. Kryukov
    Christopher C. Lo
    E. Robert McDonald
    Jordi Barretina
    Ellen T. Gelfand
    Craig M. Bielski
    Haoxin Li
    Kevin Hu
    Alexander Y. Andreev-Drakhlin
    Jaegil Kim
    Julian M. Hess
    Brian J. Haas
    François Aguet
    Barbara A. Weir
    Michael V. Rothberg
    Brenton R. Paolella
    Michael S. Lawrence
    Rehan Akbani
    Yiling Lu
    Hong L. Tiv
    Prafulla C. Gokhale
    Antoine de Weck
    Ali Amin Mansour
    Coyin Oh
    Juliann Shih
    Kevin Hadi
    Yanay Rosen
    Jonathan Bistline
    Kavitha Venkatesan
    Anupama Reddy
    Dmitriy Sonkin
    Manway Liu
    Joseph Lehar
    Joshua M. Korn
    Dale A. Porter
    Michael D. Jones
    Javad Golji
    Giordano Caponigro
    Jordan E. Taylor
    Caitlin M. Dunning
    Amanda L. Creech
    Allison C. Warren
    James M. McFarland
    Mahdi Zamanighomi
    Audrey Kauffmann
    Nicolas Stransky
    Marcin Imielinski
    [J]. Nature, 2019, 569 : 503 - 508
  • [2] Cancer Cell Line Factory: A systematic approach to create next-generation cancer model at scale
    Tseng, Yuen-Yi
    Al-Jazrawe, Mushriq
    Deasy, Rebecca
    Keskula, Paula
    Johnson, Grace
    Hong, Andrew
    Chatterji, Priya
    Vasquez, Francisca
    Bass, Adam
    Van Hare, Barbara
    Sandak, David
    Ligon, Keith
    Boehm, Jesse
    [J]. CANCER RESEARCH, 2020, 80 (16)
  • [3] Next-generation protein characterization
    Aldridge, S
    [J]. GENETIC ENGINEERING NEWS, 2006, 26 (07): : 54 - +
  • [4] Next in line in next-generation sequencing: are we there yet?
    Bavarva, Jasmin H.
    Bavarva, Megha J.
    Karunasena, Enusha
    [J]. PHARMACOGENOMICS, 2015, 16 (01) : 1 - 4
  • [5] Next-Generation Sequencing in Cancer
    S. Vinod Nair
    Gigi Madhulaxmi
    Ravindran Thomas
    [J]. Journal of Maxillofacial and Oral Surgery, 2021, 20 : 340 - 344
  • [6] Next-Generation Sequencing in Cancer
    Nair, S. Vinod
    Madhulaxmi
    Thomas, Gigi
    Ankathil, Ravindran
    [J]. JOURNAL OF MAXILLOFACIAL & ORAL SURGERY, 2021, 20 (03): : 340 - 344
  • [7] Next-generation cancer organoids
    Bauer L. LeSavage
    Riley A. Suhar
    Nicolas Broguiere
    Matthias P. Lutolf
    Sarah C. Heilshorn
    [J]. Nature Materials, 2022, 21 : 143 - 159
  • [8] Next-generation cancer genomics
    Elaine R Mardis
    [J]. Genome Biology, 11 (Suppl 1):
  • [9] NEXT-GENERATION Cancer Therapies
    Gerhard, Danielle
    [J]. SCIENTIST, 2024, 38 (01): : 13 - 22
  • [10] Next-generation cancer organoids
    LeSavage, Bauer L.
    Suhar, Riley A.
    Broguiere, Nicolas
    Lutolf, Matthias P.
    Heilshorn, Sarah C.
    [J]. NATURE MATERIALS, 2022, 21 (02) : 143 - 159