ATF3 and hepatocellular carcinoma: To further corroborate the findings from RNA-Seq analysis of HCC patients, we conducted qRT-PCR to assess the expression levels of a panel of lipid metabolism-related genes in both ATF3-overexpressing (ATF3-oe) and ATF3-knockdown (ATF3-kd) HCC cell lines.