In conclusion, our findings reveal that circIPP2A2, regulated by N7-methylguanosine modification, promotes malignant behaviors in HCC by serving as a molecular scaffold in modulating the Hornerin/PI3K/AKT/GSK3β axis. This evidence concerns the gene AKT1 and hepatocellular carcinoma.