Using a stepwise bidirectional regression model adjusted for the effects of age, sex and body mass index (BMI), the contribution of FFAR4 SNPs to the variance of baseline index values of homeostatic model assessment of insulin resistance (HOMA-IR) or insulin levels was estimated. The gene discussed is INS; the disease is Insulin resistance.