ATF4 and hepatocellular carcinoma: Then, receiver operating characteristic (ROC) curve analysis confirmed ATF4 was a valid marker to differentiate HCC from normal patients ([AUC] = 0.783; Figure S4B), which was further verified by time ROC curve analysis (AUC > 0.63; Figure 4E).