A number of literatures have revealed that obesity increases the ApoB /ApoA1 ratio [72] and that ApoA1 levels were positively associated with the risk of metabolically healthy obesity (MHO), but the ApoB /ApoA1 ratio is negatively associated [73]. The gene discussed is APOB; the disease is Obesity.