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Open Access
Peer-reviewed
Research Article
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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Shanyue Wang,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft
Affiliation School of Cyberspace Security (School of Cryptology), Hainan University, Haikou, China
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Aoyun Geng,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliation School of Computer Science and Technology, Hainan University, Haikou, China
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Zhenjie Luo,
Roles Conceptualization, Data curation, Investigation, Methodology, Software, Visualization
Affiliation School of Computer Science and Technology, Hainan University, Haikou, China
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Yazi Li,
Roles Resources, Software, Visualization, Writing – original draft
Affiliation School of Mathematics and Statistics, Hainan University, Haikou, China
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Junlin Xu,
Roles Conceptualization, Data curation, Formal analysis, Software, Supervision, Writing – review & editing
Affiliation School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, Hubei, China
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Yajie Meng,
Roles Formal analysis, Investigation, Methodology, Supervision
Affiliation School of Computer Science and Artificial Intelligence, Wuhan Textile University, Wuhan, Hubei, China
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Leyi Wei,
Roles Data curation, Funding acquisition, Investigation, Methodology, Writing – review & editing
Affiliation Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China
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Quan Zou,
Roles Data curation, Funding acquisition, Investigation, Software, Supervision
Affiliation Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China
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Zilong Zhang ,
Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Writing – review & editing
* E-mail: zhangzilong@hainanu.edu.cn (ZZ); wangtao@qmu.edu.cn (TW); feifeicui@hainanu.edu.cn (FC)
Affiliation School of Computer Science and Technology, Hainan University, Haikou, China
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Tao Wang ,
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Software, Writing – review & editing
* E-mail: zhangzilong@hainanu.edu.cn (ZZ); wangtao@qmu.edu.cn (TW); feifeicui@hainanu.edu.cn (FC)
Affiliation Laboratory of Protein Structure and Function, Institute of Medicine and Pharmacy, Qiqihar Medical University, Qiqihar, Heilongjiang, China
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Feifei Cui
Roles Funding acquisition, Software, Supervision, Validation, Writing – review & editing
* E-mail: zhangzilong@hainanu.edu.cn (ZZ); wangtao@qmu.edu.cn (TW); feifeicui@hainanu.edu.cn (FC)
Affiliation School of Computer Science and Technology, Hainan University, Haikou, China
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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
- Shanyue Wang,
- Aoyun Geng,
- Zhenjie Luo,
- Yazi Li,
- Junlin Xu,
- Yajie Meng,
- Leyi Wei,
- Quan Zou,
- Zilong Zhang,
- Tao Wang
- Published: April 28, 2026
- https://doi.org/10.1371/journal.pcbi.1014195