The multivariate Cox regression analysis of these 9 genes identified that ATG7, HTRA2, and MAP1LC3B2 had significant prognostic values for patients with HCC from the ICGC cohort (P < 0.05, Figure 5(a)). This evidence concerns the gene HTRA2 and hepatocellular carcinoma.