Multiple regression analysis showed that VLDL subfraction is an independent predictor of RBP4 demonstrating the potential involvement of RBP4 in the lipid metabolism in obesity. The gene discussed is RBP4; the disease is obesity due to melanocortin 4 receptor deficiency.