In GSE14520 cohort, the GSEA results suggested high expression of CDK1 and CDK4 was correlated with cell cycle, liver cancer survival, DNA repair, regulation of TP53 activity and viral gene expression (Additional file 9: Figure S9A–L). This evidence concerns the gene CDK1 and liver cancer.