In the first iteration, we identified 11 significant predictors (presented in decreasing order of their association): FPG, BMI, Waist circumference, OGTT glucose, HbA1c, Quicki, MetS score, Weight, ISIMatsuda, OGTT insuline, HOMA-IR, and Fasting Insuline. This evidence concerns the gene INS and metabolic syndrome.