Since obesity has independent association with both OPN and IL-18, OPN and IL-18 showed a positive correlation with the fasting blood glucose which may be taken as a reasonable surrogate measure of the insulin resistance. Here, SPP1 is linked to obesity due to melanocortin 4 receptor deficiency.