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Open Access
Peer-reviewed
Research Article
PepAnno: A structure-aware deep learning framework for bioactive peptide prediction, structural visualization, and physicochemical profiling
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Enyan Liu,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Yueming Hu,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Liya Liu,
Roles Software, Visualization, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Yifan Chen,
Roles Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Shilong Zhang,
Roles Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Sida Li,
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Haoyu Chao,
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Luyao Xie,
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Yi Shen,
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Liangwei Wu,
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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Julio Raúl Fernández Massó,
Roles Conceptualization, Writing – review & editing
Affiliation Pharmaceutical Department, Center for Genetic Engineering and Biotechnology, Havana, Cuba
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Ming Chen
Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: mchen@zju.edu.cn
Affiliation Department of Bioinformatics, College of Life Sciences, Zhejiang University, Hangzhou, China
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PepAnno: A structure-aware deep learning framework for bioactive peptide prediction, structural visualization, and physicochemical profiling
- Enyan Liu,
- Yueming Hu,
- Liya Liu,
- Yifan Chen,
- Shilong Zhang,
- Sida Li,
- Haoyu Chao,
- Luyao Xie,
- Yi Shen,
- Liangwei Wu
- Published: June 2, 2026
- https://doi.org/10.1371/journal.pcbi.1014369