Better designed studies that consider confounding factors in larger sample sizes with a focus on the relationship between ADIPOQ-rs2241766G/T polymorphisms and obesity are required to confirm our findings. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.