Single nucleotide polymorphisms such as FTO rs9939609, MC4R rs17782313, and BDNF rs6265, have been consistently associated with elevated body weight and an increased risk of obesity across diverse populations through their roles in appetite regulation, satiety, and energy balance [7–14]. This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.