Glucagon-like peptide-1 receptor agonists (GLP-1RAs), such as semaglutide and tirzepatide, have emerged as transformative agents for type 2 diabetes and obesity through their potent effects on weight reduction, insulin sensitivity, and cardiovascular outcomes. The gene discussed is GLP1R; the disease is type 2 diabetes mellitus.