Although several low-frequency mutations associated with very low leptin levels, and extreme obesity phenotypes [15,16] have been identified, the effect of common polymorphisms on circulating leptin levels and obesity phenotypes is less clear and inconsistent [17,18,19,20,21,22]. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.