Development and validation of a nomogram for predicting early recurrence in patients undergoing different courses of postoperative adjuvant transarterial chemoembolisation.

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Hongkun Tan, Yuyan Xu, Cheng Zhang, Kaihang Zhong, Yaohong Wen, Chunming Wang, Zhoubin Feng, Jianan Feng, Shunjun Fu, Guolin He, Lei Cai, Mingxin Pan
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引用次数: 0

Abstract

Background: Hepatocellular carcinoma (HCC) is associated with a high rate of postoperative recurrence. Postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE) is effective in preventing recurrence. However, the effect of different courses of PA-TACE on tumor prognosis remains unclear. As such, this study aimed to develop and validate a nomogram that incorporates different courses of PA-TACE to predict early tumor recurrence.

Methods: Data from 307 high-risk patients who underwent PA-TACE were divided into training and test cohorts at a 6:4 ratio. A nomogram was developed in the training group using least absolute shrinkage and selection operator (LASSO) regression to identify independent prognostic factors and subsequently tested in the test group. Patients were classified into high-, moderate-, and low-risk categories using X-tile software (Rimm Lab, Yale School of Medicine, New Haven, CT, USA), and survival was analyzed.

Results: A nomogram was developed based on independent prognostic factors, including age, tumor diameter, multiplicity, satellite nodules, PA-TACE course, and aspartate transaminase (AST) level. The nomogram demonstrated strong discriminatory power in the training cohort (C-index 0.718, 95% confidence interval [CI]: 0.672-0.763) and validated in a test cohort (C-index 0.759, 95% CI: 0.701-0.817). Calibration and decision curve analyses confirmed predictive accuracy and clinical utility. Kaplan-Meier curves revealed significant discriminatory power among the high-, moderate-, and low-risk groups. No significant differences in PA-TACE-related adverse reactions were observed across the treatment courses, except for allergic reactions.

Conclusion: This study developed and validated a nomogram that accurately predicted the risk for early recurrence after PA-TACE treatment in patients with HCC at a high risk for recurrence. Importantly, the nomogram identified PA-TACE as a key prognostic factor with significant clinical utility.

开发和验证一种预测不同疗程的术后辅助经动脉化疗栓塞患者早期复发的nomogram。
背景:肝细胞癌(HCC)术后复发率高。术后辅助经导管动脉化疗栓塞(PA-TACE)可有效预防复发。然而,不同疗程的PA-TACE对肿瘤预后的影响尚不清楚。因此,本研究旨在开发和验证一种包含不同PA-TACE疗程的nomogram预测早期肿瘤复发。方法:307例接受PA-TACE治疗的高危患者数据按6:4的比例分为训练组和试验组。在训练组中使用最小绝对收缩和选择算子(LASSO)回归建立nomogram,以确定独立的预后因素,并随后在实验组中进行测试。使用X-tile软件(Rimm实验室,耶鲁大学医学院,纽黑文,CT, USA)将患者分为高、中、低危三类,并分析生存率。结果:基于独立预后因素,包括年龄,肿瘤直径,多样性,卫星结节,PA-TACE病程和天冬氨酸转氨酶(AST)水平,建立了nomogram。nomogram在training队列(C-index 0.718, 95%可信区间[CI]: 0.672-0.763)和test队列(C-index 0.759, 95%可信区间[CI]: 0.701-0.817)中显示出很强的区分力。校准和决策曲线分析证实了预测的准确性和临床实用性。Kaplan-Meier曲线显示,在高、中、低风险人群中存在显著的歧视性。除过敏反应外,pa - tace相关不良反应在整个治疗过程中均无显著差异。结论:本研究建立并验证了一种能够准确预测高复发风险HCC患者PA-TACE治疗后早期复发风险的nomogram。重要的是,图确定PA-TACE是具有重要临床应用价值的关键预后因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Gastroenterology
BMC Gastroenterology 医学-胃肠肝病学
CiteScore
4.20
自引率
0.00%
发文量
465
审稿时长
6 months
期刊介绍: BMC Gastroenterology is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of gastrointestinal and hepatobiliary disorders, as well as related molecular genetics, pathophysiology, and epidemiology.
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