The prognostic risk model based on eight TF-ferrGene regulatory network-related genes, particularly highlighting the CENPA/STMN1 network, effectively predicts HCC patient outcomes by modulating ferroptosis and influencing malignant phenotypes through transcriptional regulation. Here, CENPA is linked to hepatocellular carcinoma.