In HCC patients without TP53 mutations, the univariate Cox model highlighted that age, tumor differentiation (Grade), cancer pathological stage, T stage, and Ppih expression were all strongly associated with OS (Supplementary Figure 1C). This evidence concerns the gene PPIH and hepatocellular carcinoma.