In this study, serum LBP levels were higher in PCOS subjects than in controls in both lean and overweight/obese individuals, suggesting that the association between LBP and PCOS is independent of obesity. The gene discussed is LBP; the disease is obesity due to melanocortin 4 receptor deficiency.