Cited by 79Protein Structure and DynamicsChemical Synthesis and AnalysisMonoclonal and Polyclonal Antibodies Research

Diffusing protein binders to intrinsically disordered proteins

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Liu, Caixuan, Wu, Kejia, Choi, Hojun, Han, Hannah L., Zhang, Xueli, Watson, Joseph L., Ahn, Green, Zhang, Jason Z. +24 more·2025·Nature

Published version of a preprint

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 applications 1–4 . 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, RFdiffusion 5 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 ( K d ) 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 K d 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.

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Authors
Liu, C., Wu, K., Choi, H., Han, H. L., Zhang, X., Watson, J. L., Ahn, G., Zhang, J. Z., Shijo, S., Good, L. L., Fischer, C. M., Bera, A. K., Kang, A., Brackenbrough, E., Coventry, B., Hick, D. R., Qamar, S., Li, X., Decarreau, J., Gerben, S. R., Yang, W., Goreshnik, I., Vafeados, D., Wang, X., Lamb, M., Murray, A., Kenny, S., Bauer, M. S., Hoofnagle, A. N., Zhu, P., Knowles, T. P. J., & Baker, D.
Affiliations
  • University of Washington (US)
  • Chinese Academy of Sciences (CN)
  • National Institutes of Health (US)
  • University of Cambridge (GB)
  • Howard Hughes Medical Institute (US)
Corresponding author
  • Wu, Kejia
  • Baker, David
Venue
Nature
Published
2025-07-30
Volume
644
Issue
8077
Pages
809-817
ISSN
  • 0028-0836 (ISSN-L)
  • 1476-4687
OpenAlex
W4412737078
Cited by
79
References
9
Citations by year
2026: 65 · 2025: 14
FWCI
23.75
Type
journal article
Language
en
Open access
Locations
  • Nature (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
Funders
  • National Institutes of Health (1k99ca293001-01)
  • National Institute of General Medical Sciences (P30GM133893)
  • National Institute of Diabetes and Digestive and Kidney Diseases (P30DK017047, U01DK137097)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chemical Synthesis and Analysis
  • Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Monoclonal and Polyclonal Antibodies Research
Keywords
intrinsically disordered proteins, intrinsically disordered regions, protein binder design, RFdiffusion, protein design, amylin, amyloid fibril formation, stress granules, G3BP1, prion protein, BRCA1, C-peptide, dissociation constant, lysosomal targeting
MeSH terms
RNA Recognition Motif Proteins, Prion Proteins, Amyloid, Humans, Lysosomes, Models, Molecular, Protein Binding, Islet Amyloid Polypeptide, Intrinsically Disordered Proteins

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