The GSEA analysis and subsequent western blot assays indicated that CAPG was involved in regulating HCC cell survival and proliferation by modulating the Nrf2 signalling pathway, which is known to play a role in cellular defence against oxidative stress and ferroptosis [25, 26, 27]. Here, NFE2L2 is linked to hepatocellular carcinoma.