The lysines in albumin- and apoB100- containing particles can generate glycosylation end products or can be further oxidized [41, 42], thus the lower free lysine level in hyperlipidemia group might indicate the occurrence of oxidative stress in the pathogenesis of hyperlipidemia, which might aggravate fatty liver disease and fat accumulation. This evidence concerns the gene APOB and fatty liver disease.