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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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  Data: 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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  Data: <searchLink fieldCode="AU" term="%22Wang+S%22">Wang S</searchLink>; School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Geng+A%22">Geng A</searchLink>; School of Computer Science and Technology, Hainan University, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Luo+Z%22">Luo Z</searchLink>; School of Computer Science and Technology, Hainan University, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; School of Mathematics and Statistics, Hainan University, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Xu+J%22">Xu J</searchLink>; School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China.<br /><searchLink fieldCode="AU" term="%22Meng+Y%22">Meng Y</searchLink>; School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China.<br /><searchLink fieldCode="AU" term="%22Wei+L%22">Wei L</searchLink>; Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China.<br /><searchLink fieldCode="AU" term="%22Zou+Q%22">Zou Q</searchLink>; Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Z%22">Zhang Z</searchLink>; School of Computer Science and Technology, Hainan University, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Wang+T%22">Wang T</searchLink>; Laboratory of Protein Structure and Function, Institute of Medicine and Pharmacy, Qiqihar Medical University, Qiqihar, Heilongjiang, China.<br /><searchLink fieldCode="AU" term="%22Cui+F%22">Cui F</searchLink>; School of Computer Science and Technology, Hainan University, Haikou, China.
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  Data: <searchLink fieldCode="JN" term="%22101238922%22">PLoS computational biology</searchLink> [PLoS Comput Biol] 2026 Apr 28; Vol. 22 (4), pp. e1014195. <i>Date of Electronic Publication: </i>2026 Apr 28 (<i>Print Publication: </i>2026).
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