Therefore, we speculated that the reduction of hepatic NAMPT expression in both HFD-fed C57BL/6J and ApoE KO mice might be a compensatory down-regulation to counteract the metabolic stress imposed by obesity or abnormal cholesterol metabolism. The gene discussed is APOE; the disease is obesity disorder.