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Open Access
Peer-reviewed
Methods
TastepepAI: An artificial intelligence platform for taste peptide de novo design
TastepepAI: An artificial intelligence platform for taste peptide de novo design
- Jianda Yue,
- Tingting Li,
- Jian Ouyang,
- Jiawei Xu,
- Hua Tan,
- Zihui Chen,
- Changsheng Han,
- Huanyu Li,
- Songping Liang,
- Zhonghua Liu
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- Published: October 16, 2025
- https://doi.org/10.1371/journal.pcbi.1013602
About the Authors
- Jianda Yue
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Contributed equally to this work with: Jianda Yue, Tingting Li
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – review & editing
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Tingting Li
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Contributed equally to this work with: Jianda Yue, Tingting Li
Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Jian Ouyang
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Roles Investigation, Validation
Affiliations Key Laboratory of Tea Science of Ministry of Education, Hunan Agricultural University, Changsha, China, National Research Center of Engineering Technology for Utilization of Functional Ingredients from Botanicals, Hunan Agricultural University, Changsha, China
- Jiawei Xu
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Roles Data curation, Investigation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Hua Tan
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Roles Investigation, Validation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Zihui Chen
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Roles Investigation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Changsheng Han
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Roles Validation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Huanyu Li
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Roles Validation
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Songping Liang
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Roles Resources, Supervision
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Zhonghua Liu
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Roles Conceptualization, Funding acquisition, Resources, Supervision, Conceptualization, Funding acquisition, Resources, Supervision
* E-mail: liuzh@hunnu.edu.cn (ZL); zhonghua-liu-ms@hunau.edu.cn (ZL); wangyin@hunnu.edu.cn (YW)
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
- Zhonghua Liu
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Roles Conceptualization, Funding acquisition, Resources, Supervision, Conceptualization, Funding acquisition, Resources, Supervision
* E-mail: liuzh@hunnu.edu.cn (ZL); zhonghua-liu-ms@hunau.edu.cn (ZL); wangyin@hunnu.edu.cn (YW)
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China, Key Laboratory of Tea Science of Ministry of Education, Hunan Agricultural University, Changsha, China, National Research Center of Engineering Technology for Utilization of Functional Ingredients from Botanicals, Hunan Agricultural University, Changsha, China
- Ying Wang
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Roles Conceptualization, Project administration, Resources, Supervision, Writing – review & editing
* E-mail: liuzh@hunnu.edu.cn (ZL); zhonghua-liu-ms@hunau.edu.cn (ZL); wangyin@hunnu.edu.cn (YW)
Affiliations The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha, Hunan, China, Peptide and small molecule drug R&D plateform, Furong Laboratory, Hunan Normal University, Changsha, Hunan, China, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, Hunan, China
Competing Interests
The authors have declared that no competing interests exist.