DTIAM: a unified framework for predicting drug-target interactions, binding affinities and drug mechanisms

Abstract Accurate and robust prediction of drug-target interactions (DTIs) plays a vital role in drug discovery but remains challenging due to limited labeled data, cold start problems, and insufficient understanding of mechanisms of action (MoA). Distinguishing activation and inhibition mechanisms...

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Bibliographic Details
Main Authors: Zhangli Lu, Guoqiang Song, Huimin Zhu, Chuqi Lei, Xinliang Sun, Kaili Wang, Libo Qin, Yafei Chen, Jing Tang, Min Li
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-57828-0
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