Furthermore, analysis of the relationship between these markers and clinicopathological features demonstrated that CK19, Ki67, and β-catenin expression levels were significantly correlated with key malignant features of HCC, including differentiation degree, multifocality, lymphatic metastasis, and liver cirrhosis, which were further validated by transcriptomic sequencing results. This evidence concerns the gene KRT19 and cirrhosis of liver.