GSEA-based KEGG-enrichment plots showed that the gene signatures of the PI3K-Akt (Fig. 6d) and MAPK signalling pathways (Fig. 6e) were highly correlated with IL-33 expression, which contributed to the tumourigenesis and progression of HCC. This evidence concerns the gene AKT1 and hepatocellular carcinoma.