The occurrence and progression of the tumor were usually companied by oxidative stress, so these oxidative stress-related genes (including NPM, RAD51, STIP1and CDKN2A) may be involved in multiple mechanisms in HCC and play various biological functions associated with tumorigenesis, and their specific regulation mechanisms still need further study. Here, NPM1 is linked to neoplasm.