The parameters (BMI, WHtR, SHBG, FGS, FIN, TG, and HDL-C) in the IR+ subgroup were much higher comparing the IR- subgroup in both the obesity/overweight group and normal weight group. The gene discussed is SHBG; the disease is Obesity.