In particular, redox metabolism genes were once again identified as potential stratifying genes for iHCC3: these included the aforementioned G6PD and PKM, as well as ALDOA (aldolase, fructose bisphosphate A), thus strengthening the association between redox metabolism and poor prognosis of HCC (Figure 5B). This evidence concerns the gene G6PD and hepatocellular carcinoma.