In addition to the obesity-associated influence on macrophage behavior, the altered anti-tumor immune response observed in obesity has been proposed to be mediated by other mechanisms, some of which are linked to leptin. The gene discussed is LEP; the disease is obesity due to melanocortin 4 receptor deficiency.