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Study finds that individuals who took GLP-1 agonists for a long duration had a lower risk of going on to develop more severe forms of liver disease, including cirrhosis and liver cancer.

Using an integrated ligand and structure-based virtual screening pipeline, explicitly combining complementary ligand-based descriptors, multi-fingerprint similarity, electrostatic similarity, pharmacophore modeling, and multi-conformation docking under a consensus-driven selection strategy, we were able to identify three chemically distinct classes of GLP-1R agonist candidates: GQB47810, a non-peptidic molecule