Labels as a feature: Network homophily for systematically annotating human GPCR drug-target interactions

Abstract Machine learning has revolutionized drug discovery by enabling the exploration of vast, uncharted chemical spaces essential for discovering novel patentable drugs. Despite the critical role of human G protein-coupled receptors in FDA-approved drugs, exhaustive in-distribution drug-target in...

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Main Authors: Frederik G. Hansson, Niklas Gesmar Madsen, Lea G. Hansen, Tadas Jakočiūnas, Bettina Lengger, Jay D. Keasling, Michael K. Jensen, Carlos G. Acevedo-Rocha, Emil D. Jensen
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-59418-6
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