• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

肝细胞癌肝切除术后晚期复发个体化预测模型(POLAR-HCC)的开发与验证:一项多中心研究

Development and Validation of an Individualized Prediction Model for Postoperative Late Recurrence After Hepatectomy for Hepatocellular Carcinoma (POLAR-HCC): A Multicenter Study.

作者信息

Xu Xin-Fei, Wu Han, Gu Li-Hui, Zhao Yu-Ze, Zhou Ya-Hao, Chen Ting-Hao, Guo Hong-Wei, Chen Zhong, Lin Kong-Ying, Gu Wei-Min, Wang Zi-Xuan, Wang Hong, Wang Xian-Ming, Diao Yong-Kang, Li Chao, Yao Lan-Qing, Wang Ming-Da, Pawlik Timothy M, Shen Feng, Yang Tian

机构信息

Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China.

Department of Hepatobiliary Surgery, Pu'er People's Hospital, Yunnan, China.

出版信息

Ann Surg Oncol. 2025 Sep 10. doi: 10.1245/s10434-025-18213-9.

DOI:10.1245/s10434-025-18213-9
PMID:40928575
Abstract

BACKGROUND

Postoperative late recurrence (POLAR) after 2 years from the date of surgical resection of hepatocellular carcinoma (HCC) represents a unique surveillance and management challenge. Despite identified risk factors, individualized prediction tools to guide personalized surveillance strategies for recurrence remain scarce. The current study sought to develop a predictive model for late recurrence among patients undergoing HCC resection.

METHODS

This multicenter study analyzed HCC patients who underwent resection across 10 Chinese hepatobiliary centers and remained recurrence-free at 2 years after hepatectomy. Patients were randomly assigned to development and validation cohorts (2:1 ratio). Independent predictors identified through multivariate Cox regression analysis were integrated into a nomogram and web-based calculator.

RESULTS

Among 849 recurrence-free patients at 2 years after hepatectomy for HCC, seven independent predictors of POLAR were identified: male (hazard ratio [HR] 1.37, p = 0.04), cirrhosis (HR 1.42, p = 0.008), multiple tumors (HR 1.56, p = 0.006), satellite nodules (HR 1.59, p = 0.004), large tumor size (HR 1.49, p = 0.009), macrovascular invasion (HR 4.63, p < 0.001), and microvascular invasion (HR 1.69, p = 0.001). The POLAR-HCC nomogram-based calculator demonstrated robust performance in both the development (area under the curve [AUC] 0.660) and validation (AUC 0.626) cohorts. Using the optimal cut-off value of 1.93, patients were accurately stratified into high- and low-risk groups with different risks of POLAR (p < 0.001).

CONCLUSIONS

The POLAR-HCC online calculator enables risk stratification for POLAR after HCC resection. By integrating tumor characteristics and host factors, this prediction tool identified high-risk patients who may benefit from intensified recurrence surveillance, potentially improving long-term survival through earlier detection of POLAR. The model represents an important step toward personalized surveillance strategies among patients undergoing HCC resection.

摘要

背景

肝细胞癌(HCC)手术切除术后2年出现的术后晚期复发(POLAR)是一个独特的监测和管理挑战。尽管已确定了风险因素,但用于指导个性化复发监测策略的个体化预测工具仍然稀缺。本研究旨在开发一种预测HCC切除术后患者晚期复发的模型。

方法

这项多中心研究分析了在中国10个肝胆中心接受手术切除且肝切除术后2年无复发的HCC患者。患者被随机分配到开发队列和验证队列(比例为2:1)。通过多变量Cox回归分析确定的独立预测因素被纳入到一个列线图和基于网络的计算器中。

结果

在849例HCC肝切除术后2年无复发的患者中,确定了7个POLAR的独立预测因素:男性(风险比[HR]1.37,p = 0.04)、肝硬化(HR 1.42,p = 0.008)、多发肿瘤(HR 1.56,p = 0.006)、卫星结节(HR 1.59,p = 0.004)、肿瘤体积大(HR 1.49,p = 0.009)、大血管侵犯(HR 4.63,p < 0.001)和微血管侵犯(HR 1.69,p = 0.001)。基于POLAR-HCC列线图的计算器在开发队列(曲线下面积[AUC]0.660)和验证队列(AUC 0.626)中均表现出良好的性能。使用最佳截断值1.93,患者被准确分层为具有不同POLAR风险的高风险组和低风险组(p < 0.001)。

结论

POLAR-HCC在线计算器能够对HCC切除术后的POLAR进行风险分层。通过整合肿瘤特征和宿主因素,该预测工具识别出可能从强化复发监测中获益的高风险患者,有可能通过早期检测POLAR提高长期生存率。该模型代表了HCC切除术后患者个性化监测策略迈出的重要一步。

相似文献

1
Development and Validation of an Individualized Prediction Model for Postoperative Late Recurrence After Hepatectomy for Hepatocellular Carcinoma (POLAR-HCC): A Multicenter Study.肝细胞癌肝切除术后晚期复发个体化预测模型(POLAR-HCC)的开发与验证:一项多中心研究
Ann Surg Oncol. 2025 Sep 10. doi: 10.1245/s10434-025-18213-9.
2
Distinct patterns of late recurrence in long-term hepatocellular carcinoma survivors.长期肝细胞癌幸存者的不同晚期复发模式。
J Gastrointest Surg. 2025 Sep;29(9):102135. doi: 10.1016/j.gassur.2025.102135. Epub 2025 Jun 25.
3
Serum Alpha-Fetoprotein-Tumor Size Ratio as a Prognostic Marker After Hepatic Resection for Primary Hepatocellular Carcinoma: Propensity Score Matched Retrospective Cohort Study.血清甲胎蛋白与肿瘤大小比值作为原发性肝细胞癌肝切除术后的预后标志物:倾向评分匹配的回顾性队列研究
JMIR Cancer. 2025 Aug 26;11:e64929. doi: 10.2196/64929.
4
Development of nomograms to predict outcomes for large hepatocellular carcinoma after liver resection.预测肝切除术后大肝癌预后的列线图的开发。
Hepatol Int. 2025 Apr;19(2):428-440. doi: 10.1007/s12072-024-10754-7. Epub 2025 Jan 6.
5
Prognostic nomogram for recurrence of hepatocellular carcinoma after liver transplantation for decision making on postoperative adjuvant therapy.肝移植后肝细胞癌复发的预后列线图,用于术后辅助治疗的决策制定。
Sci Rep. 2025 Jul 23;15(1):26792. doi: 10.1038/s41598-025-12178-1.
6
Online risk scores for pre- and postoperative prediction of early recurrence in hepatocellular carcinoma patients undergoing conversion liver resection after tyrosine kinase inhibitors and immune checkpoint inhibitors therapy.酪氨酸激酶抑制剂和免疫检查点抑制剂治疗后接受肝切除术的肝细胞癌患者术前和术后早期复发的在线风险评分
Eur J Surg Oncol. 2025 Sep;51(9):110220. doi: 10.1016/j.ejso.2025.110220. Epub 2025 Jun 16.
7
Development and validation of a preoperative risk prediction model for severe complications and very early recurrence after liver resection for hepatocellular carcinoma.肝细胞癌肝切除术后严重并发症和极早期复发的术前风险预测模型的建立与验证
Surgery. 2025 Sep;185:109527. doi: 10.1016/j.surg.2025.109527. Epub 2025 Jun 27.
8
Nomogram for predicting early cancer-related death due to recurrence after liver resection in hepatocellular carcinoma patients with Barcelona Clinic Liver Cancer (BCLC) stage B/C: a multicenter study.预测巴塞罗那临床肝癌(BCLC)分期为B/C期的肝细胞癌患者肝切除术后因复发导致早期癌症相关死亡的列线图:一项多中心研究
BMC Gastroenterol. 2025 Jan 12;25(1):14. doi: 10.1186/s12876-025-03588-6.
9
MRI-based prediction of microvascular invasion/high tumor grade and adjuvant therapy benefit for solitary HCC ≤ 5 cm: a multicenter cohort study.基于MRI对直径≤5cm的孤立性肝细胞癌微血管侵犯/高肿瘤分级及辅助治疗获益的预测:一项多中心队列研究
Eur Radiol. 2025 Jun;35(6):3223-3237. doi: 10.1007/s00330-024-11295-1. Epub 2024 Dec 19.
10
Novel microvascular invasion-based prognostic nomograms to predict survival outcomes in patients after R0 resection for hepatocellular carcinoma.基于微血管侵犯的新型预后列线图预测肝细胞癌R0切除术后患者的生存结局
J Cancer Res Clin Oncol. 2017 Feb;143(2):293-303. doi: 10.1007/s00432-016-2286-1. Epub 2016 Oct 14.

本文引用的文献

1
Emerging role of molecular diagnosis and personalized therapy for hepatocellular carcinoma.分子诊断与肝细胞癌个性化治疗的新作用
ILIVER. 2024 Feb 9;3(1):100083. doi: 10.1016/j.iliver.2024.100083. eCollection 2024 Mar.
2
Optimising postoperative surveillance for hepatocellular carcinoma: Beyond histological predictors.优化肝细胞癌的术后监测:超越组织学预测指标
ILIVER. 2024 Aug 11;3(3):100110. doi: 10.1016/j.iliver.2024.100110. eCollection 2024 Sep.
3
Statistical Cure After Hepatectomy for Hepatitis B Virus-Associated Hepatocellular Carcinoma: A Risk-Stratification Model.
乙型肝炎病毒相关肝细胞癌肝切除术后的统计学治愈:一种风险分层模型。
Ann Surg Oncol. 2025 Jun;32(6):4396-4407. doi: 10.1245/s10434-025-17176-1. Epub 2025 Apr 5.
4
Impact of compliance to postoperative regular follow-up on long-term prognosis after curative resection for hepatocellular carcinoma: A multicenter analysis.
Hepatobiliary Pancreat Dis Int. 2025 Jun;24(3):261-268. doi: 10.1016/j.hbpd.2025.03.003. Epub 2025 Mar 18.
5
Precision surgery for hepatocellular carcinoma.肝细胞癌的精准手术
Lancet Gastroenterol Hepatol. 2025 Apr;10(4):350-368. doi: 10.1016/S2468-1253(24)00434-5. Epub 2025 Feb 21.
6
Hepatocellular carcinoma: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up.肝细胞癌:ESMO诊断、治疗及随访临床实践指南
Ann Oncol. 2025 May;36(5):491-506. doi: 10.1016/j.annonc.2025.02.006. Epub 2025 Feb 20.
7
Novel online calculator to predict reduced risk of early recurrence from adjuvant transarterial chemoembolisation for patients with hepatocellular carcinoma.新型在线计算器可预测肝细胞癌患者接受辅助性经动脉化疗栓塞后早期复发风险降低的情况。
eGastroenterology. 2023 Aug 16;1(1):e100008. doi: 10.1136/egastro-2023-100008. eCollection 2023 Jun.
8
Development and validation of nomograms to predict survival and recurrence after hepatectomy for intermediate/advanced (BCLC stage B/C) hepatocellular carcinoma.建立并验证列线图模型预测中期/进展期(巴塞罗那临床肝癌分期 B/C 期)肝癌肝切除术后的生存和复发情况。
Surgery. 2024 Jul;176(1):137-147. doi: 10.1016/j.surg.2024.03.028. Epub 2024 May 11.
9
Tenofovir versus entecavir on the prognosis of hepatitis B-related hepatocellular carcinoma after surgical resection: a randomised controlled trial.替诺福韦与恩替卡韦对乙型肝炎相关肝细胞癌术后预后的影响:一项随机对照试验。
Int J Surg. 2023 Oct 1;109(10):3032-3041. doi: 10.1097/JS9.0000000000000554.
10
AASLD Practice Guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma.美国肝病研究学会肝细胞癌预防、诊断和治疗实践指南。
Hepatology. 2023 Dec 1;78(6):1922-1965. doi: 10.1097/HEP.0000000000000466. Epub 2023 May 22.