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. Here, MTNR1B is linked to obesity due to melanocortin 4 receptor deficiency.