预测肝切除术后肝细胞癌复发的提名图。

IF 3.6 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Hepatobiliary & Pancreatic Diseases International Pub Date : 2024-09-19 DOI:10.1016/j.hbpd.2024.09.006
Zhi-Jun Zhang, Ba-Jin Wei, Zhi-Kun Liu, Ze-Feng Xuan, Lin Zhou, Shu-Sen Zheng
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引用次数: 0

摘要

背景:肝细胞癌(HCC)是一种常见的恶性肿瘤,死亡率很高。肝切除术(LR)是早期 HCC 的根治性治疗方法,但由于肿瘤复发,肝切除术后 HCC 患者的预后并不令人满意。因此急需性能卓越的预后预测模型。本研究旨在建立一个新的预后提名图来预测 LR 后 HCC 患者的肿瘤复发:我们回顾性分析了 2011 年 10 月至 2016 年 12 月间接受 LR 的 726 例 HCC 患者。患者被随机分为训练组(508 人)和测试组(218 人)。通过免疫组化方法评估了肿瘤组织中 14 种生物标志物的蛋白表达。通过多变量 Cox 回归分析模型建立了预测无复发生存期(RFS)的提名图,并通过校准曲线、Kaplan-Meier 生存曲线、时间依赖性接收器操作特征曲线(ROC)下面积(AUC)和决策曲线分析对培训组和测试组进行了评估:甲胎蛋白[危险比 (HR) = 1.013,P = 0.002]、门静脉肿瘤血栓(HR = 1.833,P < 0.001)、腹水(HR = 2.024,P = 0.014)、肿瘤直径(HR = 1.075,P < 0.001)、E-cadherin(HR = 0.859,P = 0.011)、EMA(HR = 1.196,P = 0.022)和 PCNA(HR = 1.174,P = 0.031)免疫组化评分是 RFS 的独立因素。RFS提名图的1年和3年AUC分别为0.813和0.739。Kaplan-Meier分析显示,在训练组(P<0.001)和测试组(P<0.001)中,高危组的RFS均短于低危组:我们新开发的提名图整合了临床病理数据和关键基因表达数据,在预测LR后HCC患者的RFS方面具有很高的准确性。该模型可用于早期识别术后复发的高危患者。
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Nomogram for prediction of hepatocellular carcinoma recurrence after liver resection.

Background: Hepatocellular carcinoma (HCC) is a common malignancy with high mortality. Liver resection (LR) is a curative treatment for early-stage HCC, but the prognosis of HCC patients after LR is unsatisfactory because of tumor recurrence. Prognostic prediction models with great performance are urgently needed. The present study aimed to establish a novel prognostic nomogram to predict tumor recurrence in HCC patients after LR.

Methods: We retrospectively analyzed 726 HCC patients who underwent LR between October 2011 and December 2016. Patients were randomly divided into the training cohort (n = 508) and the testing cohort (n = 218). The protein expression of 14 biomarkers in tumor tissues was assessed by immunohistochemistry. The nomogram predicting recurrence-free survival (RFS) was established by a multivariate Cox regression analysis model and was evaluated by calibration curves, Kaplan-Meier survival curves, time-dependent areas under the receiver operating characteristic (ROC) curves (AUCs), and decision curve analyses in both the training and testing cohorts.

Results: Alpha-fetoprotein [hazard ratio (HR) = 1.013, P = 0.002], portal vein tumor thrombosis (HR = 1.833, P < 0.001), ascites (HR = 2.024, P = 0.014), tumor diameter (HR = 1.075, P < 0.001), E-cadherin (HR = 0.859, P = 0.011), EMA (HR = 1.196, P = 0.022), and PCNA (HR = 1.174, P = 0.031) immunohistochemistry scores were found to be independent factors for RFS. The 1-year and 3-year AUCs of the nomogram for RFS were 0.813 and 0.739, respectively. The patients were divided into the high-risk group and the low-risk group by median value which was generated from the nomogram, and Kaplan-Meier analysis revealed that the high-risk group had a shorter RFS than the low-risk group in both the training (P < 0.001) and testing cohorts (P < 0.001).

Conclusions: Our newly developed nomogram integrated clinicopathological data and key gene expression data, and was verified to have high accuracy in predicting the RFS of HCC patients after LR. This model could be used for early identification of patients at high-risk of postoperative recurrence.

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来源期刊
CiteScore
5.40
自引率
6.10%
发文量
152
审稿时长
3.0 months
期刊介绍: Hepatobiliary & Pancreatic Diseases International (HBPD INT) (ISSN 1499-3872 / CN 33-1391/R) a bimonthly journal published by First Affiliated Hospital, Zhejiang University School of Medicine, China. It publishes peer-reviewed original papers, reviews and editorials concerned with clinical practice and research in the fields of hepatobiliary and pancreatic diseases. Papers cover the medical, surgical, radiological, pathological, biochemical, physiological and historical aspects of the subject areas under the headings Liver, Biliary, Pancreas, Transplantation, Research, Special Reports, Editorials, Review Articles, Brief Communications, Clinical Summary, Clinical Images and Case Reports. It also deals with the basic sciences and experimental work. The journal is abstracted and indexed in SCI-E, IM/MEDLINE, EMBASE/EM, CA, Scopus, ScienceDirect, etc.
期刊最新文献
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