Although they were considered simultaneously, obesity indices (BMI and %BF), were significantly associated with high levels of leptin (third and fourth quartiles) and WC only in the fourth quartile (Table 5, model 5). Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.