Key genetic variations, including SNPs in FTO (fat mass and obesity-associated) and PPARγ (peroxisome proliferator-activated receptor gamma), play significant roles in metabolic regulation, affecting insulin sensitivity, lipid metabolism, and energy balance [26,27,28]. This evidence concerns the gene PPARG and obesity due to melanocortin 4 receptor deficiency.