Then, in our cohort of people with severe obesity, we analyzed the possible influence of the genetic background in the ADIPOQ gene on the weight loss, as well as on the amelioration of the biochemical profile. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.