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Mapping the landscape of genetic dependencies in chordoma

Author

Listed:
  • Tanaz Sharifnia

    (Broad Institute of Harvard and MIT)

  • Mathias J. Wawer

    (Broad Institute of Harvard and MIT
    Kojin Therapeutics)

  • Amy Goodale

    (Broad Institute of Harvard and MIT)

  • Yenarae Lee

    (Broad Institute of Harvard and MIT)

  • Mariya Kazachkova

    (Broad Institute of Harvard and MIT
    University of California San Diego)

  • Joshua M. Dempster

    (Broad Institute of Harvard and MIT)

  • Sandrine Muller

    (Broad Institute of Harvard and MIT)

  • Joan Levy

    (Chordoma Foundation
    Melanoma Research Alliance)

  • Daniel M. Freed

    (Chordoma Foundation)

  • Josh Sommer

    (Chordoma Foundation)

  • Jérémie Kalfon

    (Broad Institute of Harvard and MIT)

  • Francisca Vazquez

    (Broad Institute of Harvard and MIT)

  • William C. Hahn

    (Broad Institute of Harvard and MIT
    Dana-Farber Cancer Institute)

  • David E. Root

    (Broad Institute of Harvard and MIT)

  • Paul A. Clemons

    (Broad Institute of Harvard and MIT)

  • Stuart L. Schreiber

    (Broad Institute of Harvard and MIT
    Harvard University)

Abstract

Identifying the spectrum of genes required for cancer cell survival can reveal essential cancer circuitry and therapeutic targets, but such a map remains incomplete for many cancer types. We apply genome-scale CRISPR-Cas9 loss-of-function screens to map the landscape of selectively essential genes in chordoma, a bone cancer with few validated targets. This approach confirms a known chordoma dependency, TBXT (T; brachyury), and identifies a range of additional dependencies, including PTPN11, ADAR, PRKRA, LUC7L2, SRRM2, SLC2A1, SLC7A5, FANCM, and THAP1. CDK6, SOX9, and EGFR, genes previously implicated in chordoma biology, are also recovered. We find genomic and transcriptomic features that predict specific dependencies, including interferon-stimulated gene expression, which correlates with ADAR dependence and is elevated in chordoma. Validating the therapeutic relevance of dependencies, small-molecule inhibitors of SHP2, encoded by PTPN11, have potent preclinical efficacy against chordoma. Our results generate an emerging map of chordoma dependencies to enable biological and therapeutic hypotheses.

Suggested Citation

  • Tanaz Sharifnia & Mathias J. Wawer & Amy Goodale & Yenarae Lee & Mariya Kazachkova & Joshua M. Dempster & Sandrine Muller & Joan Levy & Daniel M. Freed & Josh Sommer & Jérémie Kalfon & Francisca Vazqu, 2023. "Mapping the landscape of genetic dependencies in chordoma," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-37593-8
    DOI: 10.1038/s41467-023-37593-8
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    as
    1. Michael S. Lawrence & Petar Stojanov & Paz Polak & Gregory V. Kryukov & Kristian Cibulskis & Andrey Sivachenko & Scott L. Carter & Chip Stewart & Craig H. Mermel & Steven A. Roberts & Adam Kiezun & Pe, 2013. "Mutational heterogeneity in cancer and the search for new cancer-associated genes," Nature, Nature, vol. 499(7457), pages 214-218, July.
    2. Florian L. Muller & Simona Colla & Elisa Aquilanti & Veronica E. Manzo & Giannicola Genovese & Jaclyn Lee & Daniel Eisenson & Rujuta Narurkar & Pingna Deng & Luigi Nezi & Michelle A. Lee & Baoli Hu & , 2012. "Passenger deletions generate therapeutic vulnerabilities in cancer," Nature, Nature, vol. 488(7411), pages 337-342, August.
    3. Hugh S. Gannon & Tao Zou & Michael K. Kiessling & Galen F. Gao & Diana Cai & Peter S. Choi & Alexandru P. Ivan & Ilana Buchumenski & Ashton C. Berger & Jonathan T. Goldstein & Andrew D. Cherniack & Fr, 2018. "Identification of ADAR1 adenosine deaminase dependency in a subset of cancer cells," Nature Communications, Nature, vol. 9(1), pages 1-10, December.
    4. Kenya Honda & Hideyuki Yanai & Hideo Negishi & Masataka Asagiri & Mitsuharu Sato & Tatsuaki Mizutani & Naoya Shimada & Yusuke Ohba & Akinori Takaoka & Nobuaki Yoshida & Tadatsugu Taniguchi, 2005. "IRF-7 is the master regulator of type-I interferon-dependent immune responses," Nature, Nature, vol. 434(7034), pages 772-777, April.
    5. Ying-Nan P. Chen & Matthew J. LaMarche & Ho Man Chan & Peter Fekkes & Jorge Garcia-Fortanet & Michael G. Acker & Brandon Antonakos & Christine Hiu-Tung Chen & Zhouliang Chen & Vesselina G. Cooke & Jas, 2016. "Allosteric inhibition of SHP2 phosphatase inhibits cancers driven by receptor tyrosine kinases," Nature, Nature, vol. 535(7610), pages 148-152, July.
    6. Dan Su & Dadong Zhang & Jiaoyue Jin & Lisha Ying & Miao Han & Kaiyan Chen & Bin Li & Junzhou Wu & Zhenghua Xie & Fanrong Zhang & Yihui Lin & Guoping Cheng & Jing-Yu Li & Minran Huang & Jinchao Wang & , 2019. "Identification of predictors of drug sensitivity using patient-derived models of esophageal squamous cell carcinoma," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    7. Yilong Zou & Michael J. Palte & Amy A. Deik & Haoxin Li & John K. Eaton & Wenyu Wang & Yuen-Yi Tseng & Rebecca Deasy & Maria Kost-Alimova & Vlado Dančík & Elizaveta S. Leshchiner & Vasanthi S. Viswana, 2019. "A GPX4-dependent cancer cell state underlies the clear-cell morphology and confers sensitivity to ferroptosis," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    8. Karen J. Mackenzie & Paula Carroll & Carol-Anne Martin & Olga Murina & Adeline Fluteau & Daniel J. Simpson & Nelly Olova & Hannah Sutcliffe & Jacqueline K. Rainger & Andrea Leitch & Ruby T. Osborn & A, 2017. "cGAS surveillance of micronuclei links genome instability to innate immunity," Nature, Nature, vol. 548(7668), pages 461-465, August.
    9. Patrick S. Tarpey & Sam Behjati & Matthew D. Young & Inigo Martincorena & Ludmil B. Alexandrov & Sarah J. Farndon & Charlotte Guzzo & Claire Hardy & Calli Latimer & Adam P. Butler & Jon W. Teague & Ad, 2017. "The driver landscape of sporadic chordoma," Nature Communications, Nature, vol. 8(1), pages 1-6, December.
    10. Jordi Barretina & Giordano Caponigro & Nicolas Stransky & Kavitha Venkatesan & Adam A. Margolin & Sungjoon Kim & Christopher J.Wilson & Joseph Lehár & Gregory V. Kryukov & Dmitriy Sonkin & Anupama Red, 2012. "Addendum: The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity," Nature, Nature, vol. 492(7428), pages 290-290, December.
    11. Jordi Barretina & Giordano Caponigro & Nicolas Stransky & Kavitha Venkatesan & Adam A. Margolin & Sungjoon Kim & Christopher J. Wilson & Joseph Lehár & Gregory V. Kryukov & Dmitriy Sonkin & Anupama Re, 2012. "The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity," Nature, Nature, vol. 483(7391), pages 603-607, March.
    12. Jeffrey J. Ishizuka & Robert T. Manguso & Collins K. Cheruiyot & Kevin Bi & Arpit Panda & Arvin Iracheta-Vellve & Brian C. Miller & Peter P. Du & Kathleen B. Yates & Juan Dubrot & Ilana Buchumenski & , 2019. "Loss of ADAR1 in tumours overcomes resistance to immune checkpoint blockade," Nature, Nature, vol. 565(7737), pages 43-48, January.
    13. Stefan Gröschel & Daniel Hübschmann & Francesco Raimondi & Peter Horak & Gregor Warsow & Martina Fröhlich & Barbara Klink & Laura Gieldon & Barbara Hutter & Kortine Kleinheinz & David Bonekamp & Olive, 2019. "Defective homologous recombination DNA repair as therapeutic target in advanced chordoma," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    14. Yilong Zou & Whitney S. Henry & Emily L. Ricq & Emily T. Graham & Vaishnavi V. Phadnis & Pema Maretich & Sateja Paradkar & Natalie Boehnke & Amy A. Deik & Ferenc Reinhardt & John K. Eaton & Bryan Ferg, 2020. "Plasticity of ether lipids promotes ferroptosis susceptibility and evasion," Nature, Nature, vol. 585(7826), pages 603-608, September.
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