Evidence map›Paper›PMID 37704610›Full record

ArticleNature communications2023

De novo design of highly selective miniprotein inhibitors of integrins αvβ6 and αvβ8.

Anindya Roy, Lei Shi, Ashley Chang, Xianchi Dong, Andres Fernandez, John C Kraft, Jing Li, Viet Q Le, Rebecca Viazzo Winegar, Gerald Maxwell Cherf and 30 more

Abstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Materials today. Bio · 2026
    Article
  6. Review
  7. Article
  8. Review
  9. Article
  10. The emerging role of integrin signaling in pulmonary vascular disease.American journal of physiology. Lung cellular and molecular physiology · 2026
    Review
  11. Article
  12. Review
  13. Article
  14. Review
  15. AI-Driven De Novo Binder Design: From Structure Prediction to Closed-Loop Optimization.Computational and structural biotechnology journal · 2026
    Review
  16. Journal of the American Chemical Society · 2025
    Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

  • Update of
    2023
5 · Who and what money

Authors and funding

40 authors.

Anindya Roy *Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Lei Shi *Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Ashley Chang *Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.
Xianchi DongProgram in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA.
Andres FernandezDivision of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA.ORCID http://orcid.org/0000-0001-8006-1724
John C KraftDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-7931-7478
Jing LiProgram in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA.
Viet Q LeProgram in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-2417-8642
Rebecca Viazzo WinegarDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.
Gerald Maxwell CherfDepartment of Bioengineering, Stanford University, Stanford, CA, 94305, USA.
Dean SlocumProgram in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA.
P Daniel PoulsonDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.ORCID http://orcid.org/0000-0002-1471-1378
Garrett E CasperDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.
Mary L Vallecillo-ZúnigaDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.ORCID http://orcid.org/0000-0001-7662-4010
Jonard Corpuz ValdozDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA.ORCID http://orcid.org/0000-0002-7106-1009
Marcos C MirandaDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-2839-6997
Hua BaiDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Yakov KipnisDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-3057-4916
Audrey OlshefskyDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-4028-5587
Tanu PriyaDepartment of Materials Science and Engineering, University of Washington, Seattle, WA, 98195, USA.
Lauren CarterDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Rashmi RavichandranDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Cameron M ChowDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Max R JohnsonDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Suna ChengDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
McKaela SmithDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Catherine Overed-SayerResearch and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.
Donna K FinchResearch and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.
David LoweResearch and Early Development, Respiratory and Immunology, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.
Asim K BeraDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0001-9473-2912
Gustavo Matute-BelloCenter for Lung Biology, Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, USA.
Timothy P BirklandDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
Frank DiMaioDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Ganesh RaghuDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
Jennifer R CochranDepartment of Bioengineering, Stanford University, Stanford, CA, 94305, USA.ORCID http://orcid.org/0000-0002-6532-9873
Lance J StewartDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA.
Melody G CampbellDivision of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA. melody@fredhutch.org.ORCID http://orcid.org/0000-0003-1909-5751
Pam M Van RyDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, 84602, USA. pvanry@byu.edu.
Timothy SpringerProgram in Cellular and Molecular Medicine, Children's Hospital Boston, and Departments of Biological Chemistry and Molecular Pharmacology and of Medicine, Harvard Medical School, Boston, MA, USA. springer@crystal.harvard.edu.ORCID http://orcid.org/0000-0001-6627-2904
David BakerDepartment of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, 98195, USA. dabaker@uw.edu.ORCID http://orcid.org/0000-0001-7896-6217

Funding

Translational Bioimaging Core Shared ResourceP30CA015704 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Eric Collisson · 1985 to 2026
$296.4M
TRAINING IN MOLECULAR BIOPHYSICST32GM008268 · NIGMS · UNIVERSITY OF WASHINGTON · PI KOLLMAN, JUSTIN M, ZHENG, NING · 1988 to 2023
$8.6M
High resolution structure modeling with RosettaR01GM092802 · NIGMS · UNIVERSITY OF WASHINGTON · PI BAKER, DAVID · 2010 to 2017
$2.3M
The Molecular Basis for Integrin-Mediated Bidirectional SignalingR35GM147414 · NIGMS · FRED HUTCHINSON CANCER CENTER · PI Melody G Campbell · 2022 to 2026
$2.2M
TGF-beta latency and activationR01AR067288 · NIAMS · BOSTON CHILDREN'S HOSPITAL · PI SPRINGER, TIMOTHY A · 2015 to 2019
$1.9M
Blocking Latent TGF-β2 Activation as a Therapeutic Strategy for Renal FibrosisK01DK124443 · NIDDK · BOSTON CHILDREN'S HOSPITAL · PI LE, VIET QUOC · 2021 to 2025
$771k
NCI NIH HHS P30 CA015704NIAMS NIH HHS R01 AR067288NIDDK NIH HHS K01 DK124443NIGMS NIH HHS R01 GM092802NIGMS NIH HHS R35 GM147414NIGMS NIH HHS T32 GM008268
6 · The paper itself

Abstract

The RGD (Arg-Gly-Asp)-binding integrins αvβ6 and αvβ8 are clinically validated cancer and fibrosis targets of considerable therapeutic importance. Compounds that can discriminate between homologous αvβ6 and αvβ8 and other RGD integrins, stabilize specific conformational states, and have high thermal stability could have considerable therapeutic utility. Existing small molecule and antibody inhibitors do not have all these properties, and hence new approaches are needed. Here we describe a generalized method for computationally designing RGD-containing miniproteins selective for a single RGD integrin heterodimer and conformational state. We design hyperstable, selective αvβ6 and αvβ8 inhibitors that bind with picomolar affinity. CryoEM structures of the designed inhibitor-integrin complexes are very close to the computational design models, and show that the inhibitors stabilize specific conformational states of the αvβ6 and the αvβ8 integrins. In a lung fibrosis mouse model, the αvβ6 inhibitor potently reduced fibrotic burden and improved overall lung mechanics, demonstrating the therapeutic potential of de novo designed integrin binding proteins with high selectivity.

Indexed as

IntegrinsPulmonary FibrosisAnimalsCell MembraneCryoelectron MicroscopyDisease Models, AnimalMiceIntegrins

Identifiers

PMID37704610
PMCPMC10500007

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.