AI-guided discovery of natural pocket proteins for portable small-molecule sensing
Liping Huang, Yihui Yang, changzi Jiang, Hongli Fan, Yuhong Li, Yiyi Zhang, Yuxue Zhang, Deyi Li, Hanlin Zhou, Youqian Chen, Wenjun Hu, Jianguo Guan, Xiangrong Liu, Chunmeng Sun, Gang L Liu
The paper develops an AI-guided workflow to identify natural pocket proteins for small-molecule sensing, achieving 43.8% binding response in tested pairs and demonstrating portable device performance with low serum LODs.
bioRxiv · Oct 23, 2026 · PreprintBioinformatics