Further research is critical to clarify inconsistencies between observational studies, precisely identify predictors of GI events with GLP-1 RAs, and provide clarifying confirmatory or novel evidence about the safety profiles of these widely used T2DM medications. The gene discussed is GCG; the disease is type 2 diabetes mellitus.