Additionally, variables such as AFP levels, liver function status, and liver fibrosis scores are incomplete or missing in the SEER database, and we did not include these factors in the analysis, even though they are essential indicators affecting long-term postoperative survival in liver cancer patients. Here, AFP is linked to Hepatic fibrosis.