Immunohistochemical validation at the protein level demonstrated significant G6PD overexpression in HCC tissues compared to normal controls, corroborating previous study linking elevated G6PD contributes to cell migration and invasion, as well as poor prognosis of HCC [42]. This evidence concerns the gene G6PD and hepatocellular carcinoma.