Our previous study demonstrated that the A-allele of the single nucleotide polymorphism (SNP) rs34623097 located in the upstream region of the β2 adrenergic receptor gene (ADRB2) is significantly associated with risk for obesity in Oceanic populations. This evidence concerns the gene ADRB2 and obesity due to melanocortin 4 receptor deficiency.