While accurately discerning differences in gene expression between liver normal and tumor tissues might be challenging, preliminary findings revealed elevated expressions of G6PD, STMN1, and PML in HCC tissues in comparison to normal liver tissues. Here, G6PD is linked to hepatocellular carcinoma.