Moreover, USP22 directly interacts with sirtuin 1 (SIRT1) and positively regulates SIRT1 protein expression, leading to activation of the SIRT1/AKT/ABCC1 pathway and MDR of hepatocellular carcinoma [68]. This evidence concerns the gene AKT1 and hepatocellular carcinoma.