EnzymeCAGE: A Geometric Foundation Model for Enzyme Retrieval with Evolutionary Insights
Yong Liu, Chenqing Hua, Tao Zeng, Jiahua Rao, Zhongyue Zhang, Ruibo Wu, Connor W. Coley, Shuangjia Zheng
EnzymeCAGE is a geometric foundation model trained on enzyme-reaction pairs to predict enzyme function, de-orphan reactions, identify catalytic sites, and reconstruct biosynthetic pathways.
bioRxiv · Dec 15, 2024 · PreprintSynthetic Biology