Genes upregulated or downregulated were then put into Gene Ontology (GO) analysis to enrich possible biological processes (Supplementary Fig. S3g, h), and it was interesting to find that PIWIL1-induced gene expression may be ably regulating the immune system and fatty acid metabolism of HCC. This evidence concerns the gene PIWIL1 and hepatocellular carcinoma.