APOA4 and fatty liver disease: Taken together, both Q-PCR and RNA-seq analysis suggest that ApoA-IV deficiency up-regulates genes participated in glycolysis and de novo lipogenesis while down-regulates gluconeogenic genes, which results in improved glucose tolerance but more pronounced fasting-induced hepatic steatosis.