preprintbioRxiv (Cold Spring Harbor Laboratory)Oct 1, 2024GREEN OA

BindCraft: one-shot design of functional protein binders

SIB Swiss Institute of Bioinformatics · École Polytechnique Fédérale de Lausanne · +6 more institutions

PubMed
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Abstract

Abstract Protein–protein interactions (PPIs) are at the core of all key biological processes. However, the complexity of the structural features that determine PPIs makes their design challenging. We present BindCraft, an open-source and automated pipeline for de novo protein binder design with experimental success rates of 10-100%. BindCraft leverages the weights of AlphaFold2 1 to generate binders with nanomolar affinity without the need for high-throughput screening or experimental optimization, even in the absence of known binding sites. We successfully designed binders against a diverse set of challenging targets, including cell-surface receptors, common allergens, de novo designed proteins, and…

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