Entering the conventional components of MetS (WC, SBP, DBP, TG, HDL-C, glucose, HOMA-IR and insulin), exploratory factor analysis extracted three factors with some differences in both genders (accounting for 76.8% and 73.0% of the total variance in boys and girls, respectively). This evidence concerns the gene INS and metabolic syndrome.