In particular, genome-wide association studies have investigated the influence of specific genetic loci in the pathophysiology of obesity, identifying different LEP and LEPR polymorphisms and measuring their impacts on adiposity development (Figure 1) [20]. The gene discussed is LEP; the disease is obesity due to melanocortin 4 receptor deficiency.