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Expanding PROTACtable genome universe of E3 ligases

Author

Listed:
  • Yuan Liu

    (Indiana University
    Indiana University
    Texas A&M University)

  • Jingwen Yang

    (Indiana University
    Indiana University
    Texas A&M University)

  • Tianlu Wang

    (Texas A&M University)

  • Mei Luo

    (Indiana University
    Indiana University)

  • Yamei Chen

    (Indiana University
    Indiana University
    Texas A&M University)

  • Chengxuan Chen

    (Indiana University
    Indiana University
    Texas A&M University)

  • Ze’ev Ronai

    (Sanford Burnham Prebys Medical Discovery Institute)

  • Yubin Zhou

    (Texas A&M University
    Texas A&M University)

  • Eytan Ruppin

    (Center for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH))

  • Leng Han

    (Indiana University
    Indiana University
    Texas A&M University
    Texas A&M University)

Abstract

Proteolysis-targeting chimera (PROTAC) and other targeted protein degradation (TPD) molecules that induce degradation by the ubiquitin-proteasome system (UPS) offer new opportunities to engage targets that remain challenging to be inhibited by conventional small molecules. One fundamental element in the degradation process is the E3 ligase. However, less than 2% amongst hundreds of E3 ligases in the human genome have been engaged in current studies in the TPD field, calling for the recruiting of additional ones to further enhance the therapeutic potential of TPD. To accelerate the development of PROTACs utilizing under-explored E3 ligases, we systematically characterize E3 ligases from seven different aspects, including chemical ligandability, expression patterns, protein-protein interactions (PPI), structure availability, functional essentiality, cellular location, and PPI interface by analyzing 30 large-scale data sets. Our analysis uncovers several E3 ligases as promising extant PROTACs. In total, combining confidence score, ligandability, expression pattern, and PPI, we identified 76 E3 ligases as PROTAC-interacting candidates. We develop a user-friendly and flexible web portal ( https://hanlaboratory.com/E3Atlas/ ) aimed at assisting researchers to rapidly identify E3 ligases with promising TPD activities against specifically desired targets, facilitating the development of these therapies in cancer and beyond.

Suggested Citation

  • Yuan Liu & Jingwen Yang & Tianlu Wang & Mei Luo & Yamei Chen & Chengxuan Chen & Ze’ev Ronai & Yubin Zhou & Eytan Ruppin & Leng Han, 2023. "Expanding PROTACtable genome universe of E3 ligases," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-42233-2
    DOI: 10.1038/s41467-023-42233-2
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    1. Kathryn Tunyasuvunakool & Jonas Adler & Zachary Wu & Tim Green & Michal Zielinski & Augustin Žídek & Alex Bridgland & Andrew Cowie & Clemens Meyer & Agata Laydon & Sameer Velankar & Gerard J. Kleywegt, 2021. "Highly accurate protein structure prediction for the human proteome," Nature, Nature, vol. 596(7873), pages 590-596, August.
    2. Hadir Marei & Wen-Ting K. Tsai & Yee-Seir Kee & Karen Ruiz & Jieyan He & Chris Cox & Tao Sun & Sai Penikalapati & Pankaj Dwivedi & Meena Choi & David Kan & Pablo Saenz-Lopez & Kristel Dorighi & Pamela, 2022. "Antibody targeting of E3 ubiquitin ligases for receptor degradation," Nature, Nature, vol. 610(7930), pages 182-189, October.
    3. Michael A. Durante & Daniel A. Rodriguez & Stefan Kurtenbach & Jeffim N. Kuznetsov & Margaret I. Sanchez & Christina L. Decatur & Helen Snyder & Lynn G. Feun & Alan S. Livingstone & J. William Harbour, 2020. "Single-cell analysis reveals new evolutionary complexity in uveal melanoma," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    4. James M. McFarland & Zandra V. Ho & Guillaume Kugener & Joshua M. Dempster & Phillip G. Montgomery & Jordan G. Bryan & John M. Krill-Burger & Thomas M. Green & Francisca Vazquez & Jesse S. Boehm & Tod, 2018. "Improved estimation of cancer dependencies from large-scale RNAi screens using model-based normalization and data integration," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    5. John Jumper & Richard Evans & Alexander Pritzel & Tim Green & Michael Figurnov & Olaf Ronneberger & Kathryn Tunyasuvunakool & Russ Bates & Augustin Žídek & Anna Potapenko & Alex Bridgland & Clemens Me, 2021. "Highly accurate protein structure prediction with AlphaFold," Nature, Nature, vol. 596(7873), pages 583-589, August.
    6. Katja Luck & Dae-Kyum Kim & Luke Lambourne & Kerstin Spirohn & Bridget E. Begg & Wenting Bian & Ruth Brignall & Tiziana Cafarelli & Francisco J. Campos-Laborie & Benoit Charloteaux & Dongsic Choi & At, 2020. "A reference map of the human binary protein interactome," Nature, Nature, vol. 580(7803), pages 402-408, April.
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