CMMSCL-DPI: cross-modal multi-structural contrastive learning for predicting drug-protein interactions

20260 citationsJournal Articlegold Open Access

Authors

Xingyue Gu · Wuxi Vocational Institute of Commerce

Yue Yu · Harbin Institute of Technology

Junkai Liu · University College Birmingham

Pengfeng Xiao · Southeast University

Quan Zou · University of Electronic Science and Technology of China

Xiaoyi Guo · Quzhou City People's Hospital

Xin Zhang

Abstract

This case study not only confirms the predictive accuracy of CMMSCL-DPI but also underscores its potential in discovering novel protein-ligand interactions.

Topics & Keywords

Computational Drug Discovery Methods Bioinformatics and Genomic Networks Protein Structure and Dynamics

UN Sustainable Development Goals

Quality Education

Publication Details

Published in: BMC Biology

Volume 24, Issue 1

DOI: 10.1186/s12915-026-02533-7

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