Discovery of a novel natural USP25 inhibitor via an integrated deep learning-guided screening strategy with molecular dynamics validation.
An integrated workflow coupling AI-based activity prediction and molecular docking to mine natural products as novel USP25 inhibitors is established, serves as an economical and efficient substitute for conventional high-throughput screening and creates a robust technical paradigm for early-stage drug discovery.