To address this knowledge gap, we conducted a large retrospective cohort study using data from a global federated research network to evaluate the risk of all-cause death and pancreatic adverse events in people with obesity or T2DM initiating GLP-1 RA therapy. The gene discussed is GLP1R; the disease is type 2 diabetes mellitus.