Considering the crucial roles of adiponectin in energy homeostasis and the pathophysiology of obesity, even in childhood and early puberty [104,224], interventions of longer duration and in larger population samples of children and adolescents are necessary to further investigate its associations with BMI improvement. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.