MsgaBpred: A B-cell epitope predictor integrating AlphaFold3-predicted structures with multi-scale GCNs and pre-trained language model ESM-C.

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Title: MsgaBpred: A B-cell epitope predictor integrating AlphaFold3-predicted structures with multi-scale GCNs and pre-trained language model ESM-C.
Authors: Wang S; School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, China., Geng A; School of Computer Science and Technology, Hainan University, Haikou, China., Luo Z; School of Computer Science and Technology, Hainan University, Haikou, China., Li Y; School of Mathematics and Statistics, Hainan University, Haikou, China., Xu J; School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China., Meng Y; School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China., Wei L; Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China., Zou Q; Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China., Zhang Z; School of Computer Science and Technology, Hainan University, Haikou, China., Wang T; Laboratory of Protein Structure and Function, Institute of Medicine and Pharmacy, Qiqihar Medical University, Qiqihar, Heilongjiang, China., Cui F; School of Computer Science and Technology, Hainan University, Haikou, China.
Source: PLoS computational biology [PLoS Comput Biol] 2026 Apr 28; Vol. 22 (4), pp. e1014195. Date of Electronic Publication: 2026 Apr 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1553-7358
DOI:10.1371/journal.pcbi.1014195