According to gene set enrichment analysis, compared with HCC cases in young patients, FL-HCC cases exhibited alteration of gene expression related to epithelial to mesenchymal transition, hypoxia, and KRAS signal. Here, KRAS is linked to hepatocellular carcinoma.