BertADP: a fine-tuned protein language model for anti-diabetic peptide prediction

BertADP: a fine-tuned protein language model for anti-diabetic peptide prediction

Abstract Background Diabetes is a global metabolic disease that urgently calls for the development of new and effective therapeutic agents. Anti-diabetic peptides (ADPs) have emerged as a research hotspot due to their therapeutic potential and natural safety, representing a promising class of functi...

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Bibliographic Details
Main Authors: Xueqin Xie, Changchun Wu, Yixuan Qi, Shanghua Liu, Jian Huang, Hao Lyu, Fuying Dao, Hao Lin
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Biology
Subjects:
Anti-diabetic peptides
Protein language models
Fine-tuning
Bioactive peptide prediction
Deep learning
Online Access:https://doi.org/10.1186/s12915-025-02312-w
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