A polymorphism in the PPARGC1A gene is related to obesity and type 2 diabetes [55], while the down-regulation of PCSK1N gene expression is also associated with obesity [56]. This evidence concerns the gene PPARGC1A and obesity due to melanocortin 4 receptor deficiency.