Furthermore, we confirmed the interconnections among these genes via gene network analysis (Fig. 6c), suggesting that they collectively modulated the malignancy of HCC via the VIM-AS1‒EPHA3 regulatory axis. Here, VIM-AS1 is linked to hepatocellular carcinoma.