ATF4 and hepatocellular carcinoma: Additionally, we observed that ATF4 mRNA levels were notably higher in HCC samples than in normal liver tissue samples and that patients with elevated ATF4 levels had shorter OS times than those with lower ATF4 levels (Figure S9D, E, Supporting Information).