MESM: integrating multi-source data for high-accuracy protein-protein interactions prediction through multimodal language models

Abstract Background Protein-protein interactions (PPIs) play a critical role in essential biological processes such as signal transduction, enzyme activity regulation, cytoskeletal structure, immune responses, and gene regulation. However, current methods mainly focus on extracting features from pro...

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Bibliographic Details
Main Authors: Feng Wang, Jinming Chu, Liyan Shen, Shan Chang
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Biology
Subjects:
Online Access:https://doi.org/10.1186/s12915-025-02356-y
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