Therefore, it is reasonable to postulate that the effects of bilirubin on obesity are a consequence of altered lipid synthesis, reduction of leptin levels, and decreased TNF-α production. The gene discussed is TNF; the disease is obesity due to melanocortin 4 receptor deficiency.