Overall, tirzepatide’s dual agonism of GLP1 and GIP receptors appears to provide encouraging cardiovascular benefits beyond glycemic control, offering a potential new therapeutic option for treating cardiovascular diseases and heart failure. The gene discussed is GCG; the disease is cardiovascular disorder.