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The glucagon-like peptide-1 receptor (GLP-1R) is a critical therapeutic target for metabolic diseases. GLP-1 receptor agonists (GLP-1RAs) have been developed to treat type 2 diabetes and promote weight loss. In this study, Gaussian accelerated molecular dynamics (GaMD) simulations, MM-PBSA calculations, and conformatio...
Central nervous system (CNS) drug discovery is constrained by an immense and sparse chemical search space. Meanwhile, molecules that simultaneously achieve brain penetration, target efficacy, and synthesizability are extremely scarce. However, existing generative models rarely couple rigorous multi-objective control wi...
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