Compared with traditional indices such as HOMA-IR or fasting insulin, or isolated metabolic markers, METS-IR integrates multiple metabolic dimensions—glucose levels, lipid profile, and adiposity—to comprehensively reflect insulin resistance status38. The gene discussed is INS; the disease is Insulin resistance.