PPARGC1A and obesity due to melanocortin 4 receptor deficiency: Therefore, it can be assumed that carriers of the allelic variants of the PPARGC1A gene that favor a higher expression of this gene and an increased level of PGC-1α protein are characterized by a higher energy expenditure that is associated with thermogenic changes, and consequently, by a lower probability of weight gain and the development of obesity.