Teasing apart the relative contribution of physical, weight-dependent mechanisms from physiological-dependent mechanisms is inherently difficult due to the close relationship between obesity and its associated changes in glycemic control, insulin action, and leptin signaling. The gene discussed is LEP; the disease is obesity due to melanocortin 4 receptor deficiency.