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Atomically accurate de novo design of single-domain antibodies
Mariana Garcia Sanchez
Nathaniel Bennett
Joseph Watson
Robert Ragotte
Andrew Borst
DéJenaé See
Connor Weidle
Riti Biswas
Ellen Shrock
Philip Leung
Buwei Huang
Inna Goreshnik
Russell Ault
Kenneth Carr
Benedikt Singer
Cameron Criswell
Dionne Vafeados
Ho Min Kim
Susana Vazquez Torres
Sidney Chan
David Baker
Acceso Abierto
Atribución-NoComercial-SinDerivadas
https://doi.org/10.1101/2024.03.14.585103
https://www.biorxiv.org/content/10.1101/2024.03.14.585103v1
Despite the central role that antibodies play in modern medicine, there is currently no way to rationally design novel antibodies to bind a specific epitope on a target. Instead, antibody discovery currently involves time-consuming immunization of an animal or library screening approaches. Here we demonstrate that a fine-tuned RFdiffusion network is capable of designing de novo antibody variable heavy chains (VHH’s) that bind user-specified epitopes. We experimentally confirm binders to four disease-relevant epitopes, and the cryo-EM structure of a designed VHH bound to influenza hemagglutinin is nearly identical to the design model both in the configuration of the CDR loops and the overall binding pose.
bioRxiv
18-03-2024
Preimpreso
Inglés
Público en general
VIRUS RESPIRATORIOS
Aparece en las colecciones: Materiales de Consulta y Comunicados Técnicos

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