Moreover, the combination of the MAS1 rs220721 and the BDKRB2 rs1799722 was associated with a significantly increased risk of obesity (OR 1.82, CI 95%: 1.15–2.88, p = 0.0103). This evidence concerns the gene BDKRB2 and obesity due to melanocortin 4 receptor deficiency.