First, advanced renal dysfunction is a potent independent risk factor for MI, as it induces systemic changes such as uremic toxicity, vascular calcification, and heightened inflammation, which may overshadow the contribution of insulin resistance to MI risk (11). The gene discussed is INS; the disease is Abnormal renal physiology.