Among them, USP22, USP1, and USP9X were all related to drug resistance to HCC; USP14, USP13, USP29, and OTU6B were all related to the hypoxic microenvironment and HIF in HCC. This evidence concerns the gene USP1 and hepatocellular carcinoma.