Considering the effect of the obesity and genetic basis of the APOA2 rs3813627 SNP on HDL levels, we hypothesized that the genotype risk of this polymorphism could be associated with anthropometrical variables, glucose metabolism, and lipid traits. Here, APOA2 is linked to obesity due to melanocortin 4 receptor deficiency.