While there was no association with diabetes, obesity and dyslipidemia, the SNPs of the TCF7L2 gene (rs7903146), HHEX gene (rs1111875) and MTNR1B gene (rs10830963) were associated with cardiometabolic traits. This evidence concerns the gene MTNR1B and Obesity.