Further, after stepwise multiple regression analysis, serum resistin levels were not associated with any parameter independent of BMI, suggesting that they correlated with IR as a consequence of obesity itself, rather than as an independent causative factor [45]. This evidence concerns the gene RETN and obesity due to melanocortin 4 receptor deficiency.