Discovery of potent oligopeptides for various metabolic diseases using deep learning
Baichuan Xiao, Hao Zhu, Chao Ma, Xiaoran WANG, Zhanying Feng, Ruirui Lang, Hailin Shan, Ziqiu Meng, Runbang He, Yixiang Zhou, J. Huang, Siyang Wei, Daiyi Liu, Jiqiang Liu, Zhenni Shi, , Yong-Biao Zhang
This paper introduces Deepeptide, a deep learning pipeline that identifies therapeutic oligopeptides for metabolic diseases, finding 62% of candidates show significant in vitro bioactivity comparable to first-line drugs.
bioRxiv · Jan 7, 2026 · PreprintBioinformatics