Deep learning guided high-throughput virtual screening for in vitro antibody maturation

Antibody affinity maturation is a crucial step in therapeutic antibody discovery. In this study, we present a virtual screening pipeline that integrates protein docking with deep learning-based structural prediction to identify antibody mutants with enhanced binding affinity for the antigen sST2. By...

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Bibliographic Details
Main Authors: Gong Chen, Liu Hongde
Format: Article
Language:English
Published: EDP Sciences 2025-01-01
Series:BIO Web of Conferences
Online Access:https://www.bio-conferences.org/articles/bioconf/pdf/2025/25/bioconf_icbb2025_03017.pdf
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