In this comprehensive model, the weighted genetic risk score associated with IGT (β = 0.15, p = 0.0003) after adjustment for gender, age, BMI, insulin sensitivity, LDL, HDL, triglycerides, use of lipid lowering drugs, use of antihypertensives and family history of diabetes. The gene discussed is INS; the disease is diabetes mellitus.