Pan-cancer analysis (33 tumor types) revealed NF-κB pathway’s universal correlation with ferroptosis, particularly in HCC (LIHC: r = 0.489, p < 0.05; Figures 3G,H) (Guo et al., 2023). This evidence concerns the gene NFKB1 and hepatocellular carcinoma.