In addition, high COL1A1 expression combined with expression of PCNA (proliferation marker) predicted unfavorable survival outcomes in TCGA HCC patients (p = 0.02) (Fig. 6c). This evidence concerns the gene COL1A1 and hepatocellular carcinoma.