We selected a random-effects framework a priori because populations, GLP-1 agents/exposure windows, and adjustment sets varied across studies.Data Collection and Cohort DefinitionFor each eligible study, two reviewers independently extracted data using a standardised form, with a prespecified focus on patients with obesity. The gene discussed is GLP1R; the disease is Obesity.