Beyond these sociodemographic factors, we observed that genetic variants such as BDNF rs6265 had a greater impact on obesity in individuals with a lower energy intake, while their effects diminished in those with a higher energy intake. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.