Further survival analyses, ROC curve analysis and representative image analysis, selected 5 hub genes, including CDK1, CDC20, CCNB1, CENPF, and MAD2L1, that were associated with early diagnosis, tumour stage, and poor outcomes of HCC. This evidence concerns the gene CCNB1 and hepatocellular carcinoma.