SPP1 and obesity due to melanocortin 4 receptor deficiency: After stepwise multiple linear regression analysis both OPN and IL-18 were found to be independently associated with BMI (P<0.05) which indicated that obesity contributed to the upregulation of OPN and IL-18 levels in plasma and in PBMCs.