The lysines in albumin- and apoB100-containing particles can generate glycosylation end products or can be further oxidized [37], [38], thus the lower free lysine level might indicate the occurrence of oxidative stress in the pathogenesis of hyperlipidemia, which might aggravate fatty liver disease and fat accumulation. The gene discussed is APOB; the disease is fatty liver disease.