Genetic variations in FTO, BDNF, and MC4R genes, related to increased risk of weight gain, have been reported to be linked to elevated BMI and obesity risk in large-scale genome-wide association studies [7–9, 11]. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.