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Diffusing protein binders to intrinsically disordered proteins

Author

Listed:
  • Caixuan Liu

    (University of Washington
    University of Washington)

  • Kejia Wu

    (University of Washington
    University of Washington
    University of Washington)

  • Hojun Choi

    (University of Washington
    University of Washington)

  • Hannah L. Han

    (University of Washington
    University of Washington)

  • Xueli Zhang

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Joseph L. Watson

    (University of Washington
    University of Washington)

  • Green Ahn

    (University of Washington
    University of Washington)

  • Jason Z. Zhang

    (University of Washington
    University of Washington)

  • Sara Shijo

    (University of Washington)

  • Lydia L. Good

    (University of Cambridge
    National Institutes of Health)

  • Charlotte M. Fischer

    (University of Cambridge)

  • Asim K. Bera

    (University of Washington
    University of Washington)

  • Alex Kang

    (University of Washington
    University of Washington)

  • Evans Brackenbrough

    (University of Washington
    University of Washington)

  • Brian Coventry

    (University of Washington
    University of Washington)

  • Derrick R. Hick

    (University of Washington
    University of Washington)

  • Seema Qamar

    (University of Cambridge)

  • Xinting Li

    (University of Washington
    University of Washington)

  • Justin Decarreau

    (University of Washington
    University of Washington)

  • Stacey R. Gerben

    (University of Washington
    University of Washington)

  • Wei Yang

    (University of Washington
    University of Washington)

  • Inna Goreshnik

    (University of Washington
    University of Washington)

  • Dionne Vafeados

    (University of Washington)

  • Xinru Wang

    (University of Washington
    University of Washington)

  • Mila Lamb

    (University of Washington
    University of Washington)

  • Analisa Murray

    (University of Washington
    University of Washington)

  • Sebastian Kenny

    (University of Washington
    University of Washington)

  • Magnus S. Bauer

    (University of Washington
    University of Washington)

  • Andrew N. Hoofnagle

    (University of Washington)

  • Ping Zhu

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Tuomas P. J. Knowles

    (University of Cambridge
    University of Washington)

  • David Baker

    (University of Washington
    University of Washington
    University of Cambridge)

Abstract

Proteins that bind to intrinsically disordered proteins (IDPs) and intrinsically disordered regions (IDRs) with high affinity and specificity could be useful for therapeutic and diagnostic applications1–4. However, a general methodology for targeting IDPs or IDRs has yet to be developed. Here we show that starting only from the target sequence of the input, and freely sampling both target and binding protein conformations, RFdiffusion5 can generate binders to IDPs and IDRs in a wide range of conformations. We used this approach to generate binders to the IDPs amylin, C-peptide, VP48 and BRCA1_ARATH in diverse conformations with a dissociation constant (Kd) ranging from 3 to 100 nM. For the IDRs G3BP1, common cytokine receptor γ-chain (IL-2RG) and prion protein, we diffused binders to β-strand conformations of the targets, obtaining Kd between 10 and 100 nM. Fluorescence imaging experiments show that the binders bind to their respective targets in cells. The G3BP1 binder disrupts stress granule formation in cells, and the amylin binder inhibits amyloid fibril formation and dissociates existing fibres, enables targeting of both monomeric and fibrillar amylin to lysosomes, and increases the sensitivity of mass spectrometry-based amylin detection. Our approach should be useful for creating binders to flexible IDPs or IDRs spanning a wide range of intrinsic conformational preferences.

Suggested Citation

  • Caixuan Liu & Kejia Wu & Hojun Choi & Hannah L. Han & Xueli Zhang & Joseph L. Watson & Green Ahn & Jason Z. Zhang & Sara Shijo & Lydia L. Good & Charlotte M. Fischer & Asim K. Bera & Alex Kang & Evans, 2025. "Diffusing protein binders to intrinsically disordered proteins," Nature, Nature, vol. 644(8077), pages 809-817, August.
  • Handle: RePEc:nat:nature:v:644:y:2025:i:8077:d:10.1038_s41586-025-09248-9
    DOI: 10.1038/s41586-025-09248-9
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