LEP and obesity due to melanocortin 4 receptor deficiency: However, it is possible that the association of obesity with BMD is based in the conversion of androgen to estrogen [57], which improves bone mass in both males and females [58, 59] and maintains healthy plasma levels of insulin and regulating factors such as insulin-like growth factor-1, leptin, and adiponectin [60].