Obesity has already been shown to be associated with hyperinsulinemia and insulin resistance [24]; however, considering the link between other composition parameters and anthropometric measurements, we would expect that hyperinsulinemia would also be associated with other body composition markers due to insulin’s anabolic function [25], which was not the case. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.