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Prioritization of cancer therapeutic targets using CRISPR–Cas9 screens

Author

Listed:
  • Fiona M. Behan

    (Wellcome Sanger Institute
    Open Targets)

  • Francesco Iorio

    (Wellcome Sanger Institute
    Open Targets
    European Bioinformatics Institute)

  • Gabriele Picco

    (Wellcome Sanger Institute)

  • Emanuel Gonçalves

    (Wellcome Sanger Institute)

  • Charlotte M. Beaver

    (Wellcome Sanger Institute)

  • Giorgia Migliardi

    (Candiolo Cancer Institute-FPO, IRCCS
    University of Torino)

  • Rita Santos

    (GlaxoSmithKline Research and Development)

  • Yanhua Rao

    (GlaxoSmithKline Research and Development)

  • Francesco Sassi

    (Candiolo Cancer Institute-FPO, IRCCS)

  • Marika Pinnelli

    (Candiolo Cancer Institute-FPO, IRCCS
    University of Torino)

  • Rizwan Ansari

    (Wellcome Sanger Institute)

  • Sarah Harper

    (Wellcome Sanger Institute)

  • David Adam Jackson

    (Wellcome Sanger Institute)

  • Rebecca McRae

    (Wellcome Sanger Institute)

  • Rachel Pooley

    (Wellcome Sanger Institute)

  • Piers Wilkinson

    (Wellcome Sanger Institute)

  • Dieudonne Meer

    (Wellcome Sanger Institute)

  • David Dow

    (Open Targets
    GlaxoSmithKline Research and Development)

  • Carolyn Buser-Doepner

    (Open Targets
    GlaxoSmithKline Research and Development)

  • Andrea Bertotti

    (Candiolo Cancer Institute-FPO, IRCCS
    University of Torino)

  • Livio Trusolino

    (Candiolo Cancer Institute-FPO, IRCCS
    University of Torino)

  • Euan A. Stronach

    (Open Targets
    GlaxoSmithKline Research and Development)

  • Julio Saez-Rodriguez

    (Open Targets
    European Bioinformatics Institute
    RWTH Aachen University
    Heidelberg University, Faculty of Medicine, Bioquant)

  • Kosuke Yusa

    (Wellcome Sanger Institute
    Open Targets
    Kyoto University)

  • Mathew J. Garnett

    (Wellcome Sanger Institute
    Open Targets)

Abstract

Functional genomics approaches can overcome limitations—such as the lack of identification of robust targets and poor clinical efficacy—that hamper cancer drug development. Here we performed genome-scale CRISPR–Cas9 screens in 324 human cancer cell lines from 30 cancer types and developed a data-driven framework to prioritize candidates for cancer therapeutics. We integrated cell fitness effects with genomic biomarkers and target tractability for drug development to systematically prioritize new targets in defined tissues and genotypes. We verified one of our most promising dependencies, the Werner syndrome ATP-dependent helicase, as a synthetic lethal target in tumours from multiple cancer types with microsatellite instability. Our analysis provides a resource of cancer dependencies, generates a framework to prioritize cancer drug targets and suggests specific new targets. The principles described in this study can inform the initial stages of drug development by contributing to a new, diverse and more effective portfolio of cancer drug targets.

Suggested Citation

  • Fiona M. Behan & Francesco Iorio & Gabriele Picco & Emanuel Gonçalves & Charlotte M. Beaver & Giorgia Migliardi & Rita Santos & Yanhua Rao & Francesco Sassi & Marika Pinnelli & Rizwan Ansari & Sarah H, 2019. "Prioritization of cancer therapeutic targets using CRISPR–Cas9 screens," Nature, Nature, vol. 568(7753), pages 511-516, April.
  • Handle: RePEc:nat:nature:v:568:y:2019:i:7753:d:10.1038_s41586-019-1103-9
    DOI: 10.1038/s41586-019-1103-9
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