Drug-target binding affinity prediction based on power graph and word2vec

Drug-target binding affinity prediction based on power graph and word2vec

Abstract Background Drug and protein targets affect the physiological functions and metabolic effects of the body through bonding reactions, and accurate prediction of drug-protein target interactions is crucial for drug development. In order to shorten the drug development cycle and reduce costs, m...

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Bibliographic Details
Main Authors: Jing Hu, Shuo Hu, Minghao Xia, Kangxing Zheng, Xiaolong Zhang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Medical Genomics
Subjects:
Drug-target affinity
Power graph
Word2vec
Graph neural network
Drug retargeting
Online Access:https://doi.org/10.1186/s12920-024-02073-5
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