ORIGINAL RESEARCH article

Front. Oncol.

Sec. Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers

Volume 15 - 2025 | doi: 10.3389/fonc.2025.1578859

This article is part of the Research TopicRegenerative Liver SurgeryView all 3 articles

Nomogram based on tumor burden score for prediction of prognosis of patients with hepatocellular carcinoma before hepatectomy

Provisionally accepted
Qianru  XiaoQianru Xiao1Zhengqing  LeiZhengqing Lei1Anfeng  SiAnfeng Si2Xuewu  TangXuewu Tang1Facai  YangFacai Yang1Weihu  MaWeihu Ma1Cheng  ChiCheng Chi1Qiushi  YuQiushi Yu1Yigang  HeYigang He1Haolan  TangHaolan Tang1Tianhang  SuTianhang Su1Fangyuan  HuFangyuan Hu1Jianning  LuJianning Lu1Youheng  YuYouheng Yu1Ziqi  LiuZiqi Liu1Pinghua  YangPinghua Yang3Zhangjun  ChengZhangjun Cheng1*
  • 1Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital, Southeast University, Nanjing, Jiangsu Province, China
  • 2Department of General Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
  • 3Department of Hepatic Surgery IV, the Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China

The final, formatted version of the article will be published soon.

Purpose: To develop nomogram models predicting the prognosis for patients with hepatocellular carcinoma (HCC) before hepatectomy.Methods: Patients treated at the Eastern Hepatobiliary Surgery Hospital and Zhongda Hospital, Southeast University, from January 2012 to July 2014, were retrospectively enrolled. Prediction models for overall survival (OS) and recurrence-free survival (RFS) were constructed.Results: A total of 1117 patients with HCC were enrolled in this study, and were divided into a training cohort (n=838) and a validation cohort (n=279). A prediction model for OS in the training cohort (OS-nomo, C-index=0.71), including alpha-fetoprotein (AFP), estimated hepatectomy extent, and tumor burden score (TBS) as independent factors (all P<0.05), was constructed. For clinical application, we stratified all patients into three distinct risk groups: low-, medium-, and high-risk group for OS, based on total points (TPs). Patients undergoing major hepatectomy, with AFP>20 ng/mL and high level of TBS had the worst OS.Conclusion: When selecting patients with HCC for hepatectomy, factors including sex, CPS, AFP level, estimated hepatectomy extent, and TBS should be carefully considered. OS-nomo model could serve as important tool for personalized survival prediction.

Keywords: hepatocellular carcinoma (HCC), tumor burden score (TBS), Hepatectomy, Alphafetoprotein (AFP), estimated hepatectomy extent

Received: 18 Feb 2025; Accepted: 23 Jun 2025.

Copyright: © 2025 Xiao, Lei, Si, Tang, Yang, Ma, Chi, Yu, He, Tang, Su, Hu, Lu, Yu, Liu, Yang and Cheng. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Zhangjun Cheng, Department of Hepatobiliary and Pancreatic Surgery, Zhongda Hospital, Southeast University, Nanjing, 210009, Jiangsu Province, China

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