DeepMetab: a comprehensive and mechanistically informed graph learning framework for end-to-end drug metabolism prediction
2025-09-05 Yiling Zhou, Dejun Jiang, Xiao Wei, Jiacai Yi, Yikun Wang, Youchao Deng, Dongsheng Cao Chemical Science

DeepMetab is the first comprehensive, mechanistically informed deep graph learning framework for end-to-end prediction of CYP450-mediated drug metabolism, unifying substrate profiling, site-of-metabolism localization, and metabolite generation in a single multi-task architecture…