Development and Validation of a Nomogram for Patients Undergoing Transarterial Chemoembolization for Recurrent Hepatocellular Carcinoma After Hepatectomy

IF 4.2 3区 医学 Q2 ONCOLOGY Journal of Hepatocellular Carcinoma Pub Date : 2024-04-04 DOI:10.2147/jhc.s444682
Diyang Xie, Zhongchen Li, Jia Yuan, Xin Yin, Rongxin Chen, Lan Zhang, Zhenggang Ren
{"title":"Development and Validation of a Nomogram for Patients Undergoing Transarterial Chemoembolization for Recurrent Hepatocellular Carcinoma After Hepatectomy","authors":"Diyang Xie, Zhongchen Li, Jia Yuan, Xin Yin, Rongxin Chen, Lan Zhang, Zhenggang Ren","doi":"10.2147/jhc.s444682","DOIUrl":null,"url":null,"abstract":"<strong>Purpose:</strong> This study aims to establish a prognostic nomogram for patients who underwent transarterial chemoembolization (TACE) for recurrent hepatocellular carcinoma (HCC) after hepatectomy.<br/><strong>Patients and Methods:</strong> Patients who underwent TACE for recurrent early- and middle-stage HCC after hepatectomy between 2009.01 and 2015.12 were included. Enrolled patients were randomly divided into training (n=345) and validation (n=173) cohorts according to a computer-generated randomized number. Independent factors for overall survival (OS) were determined and included in the nomogram based on the univariate and multivariate analyses of the training group. The nomogram was validated and compared to other prognostic models. Discriminative ability and predictive accuracy were determined using the Harrell C index (C-index), area under the receiver operating characteristic curve (AUROC), and calibration curve.<br/><strong>Results:</strong> The final nomogram was established based on four parameters including resection-to-TACE time interval, recurrent tumor diameter, recurrent tumor number, and AFP level. The C-indexes of the nomogram for predicting OS were 0.67 (95% CI 0.63– 0.70) and 0.71 (95% CI 0.68– 0.74) in the training and validation cohort respectively. The AUROCs for predicting the 1-year, 2-year and 3-year OS based on the nomogram were also superior to those of the other models. The calibration curve for 3-year survival showed a high congruence between the predicted and actual survival probabilities. According to the scores calculated by the nomogram, patients were stratified into three subgroups: high-risk (scoring ≥ 53 points), middle-risk (scoring ≥ 26 and &lt; 53 points), and low-risk (scoring &lt; 26 points) subgroups with a median OS of 10.1 (95% CI 0.63– 0.70), 20.3 (95% CI 17.5– 22.5) and 47.0 (95% CI 34.2– 59.8) months, respectively.<br/><strong>Conclusion:</strong> The proposed nomogram served as a new tool to predict individual survival in patients who underwent TACE for recurrent HCC after hepatectomy, with favorable performance and discrimination. For high-risk patients, treatment should be optimized beyond TACE alone based on the nomogram.<br/><br/><strong>Keywords:</strong> hepatocellular carcinoma, transarterial chemoembolization, nomogram<br/>","PeriodicalId":15906,"journal":{"name":"Journal of Hepatocellular Carcinoma","volume":null,"pages":null},"PeriodicalIF":4.2000,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Hepatocellular Carcinoma","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2147/jhc.s444682","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: This study aims to establish a prognostic nomogram for patients who underwent transarterial chemoembolization (TACE) for recurrent hepatocellular carcinoma (HCC) after hepatectomy.
Patients and Methods: Patients who underwent TACE for recurrent early- and middle-stage HCC after hepatectomy between 2009.01 and 2015.12 were included. Enrolled patients were randomly divided into training (n=345) and validation (n=173) cohorts according to a computer-generated randomized number. Independent factors for overall survival (OS) were determined and included in the nomogram based on the univariate and multivariate analyses of the training group. The nomogram was validated and compared to other prognostic models. Discriminative ability and predictive accuracy were determined using the Harrell C index (C-index), area under the receiver operating characteristic curve (AUROC), and calibration curve.
Results: The final nomogram was established based on four parameters including resection-to-TACE time interval, recurrent tumor diameter, recurrent tumor number, and AFP level. The C-indexes of the nomogram for predicting OS were 0.67 (95% CI 0.63– 0.70) and 0.71 (95% CI 0.68– 0.74) in the training and validation cohort respectively. The AUROCs for predicting the 1-year, 2-year and 3-year OS based on the nomogram were also superior to those of the other models. The calibration curve for 3-year survival showed a high congruence between the predicted and actual survival probabilities. According to the scores calculated by the nomogram, patients were stratified into three subgroups: high-risk (scoring ≥ 53 points), middle-risk (scoring ≥ 26 and < 53 points), and low-risk (scoring < 26 points) subgroups with a median OS of 10.1 (95% CI 0.63– 0.70), 20.3 (95% CI 17.5– 22.5) and 47.0 (95% CI 34.2– 59.8) months, respectively.
Conclusion: The proposed nomogram served as a new tool to predict individual survival in patients who underwent TACE for recurrent HCC after hepatectomy, with favorable performance and discrimination. For high-risk patients, treatment should be optimized beyond TACE alone based on the nomogram.

Keywords: hepatocellular carcinoma, transarterial chemoembolization, nomogram
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
肝切除术后接受经导管化疗栓塞治疗复发性肝细胞癌患者的提名图的开发与验证
目的:本研究旨在为接受经动脉化疗栓塞术(TACE)治疗肝切除术后复发性肝细胞癌(HCC)的患者建立预后提名图:纳入2009年1月至2015年12月期间因肝切除术后复发的早期和中期HCC而接受TACE治疗的患者。根据计算机生成的随机编号,入组患者被随机分为训练组(n=345)和验证组(n=173)。根据训练组的单变量和多变量分析,确定了总生存期(OS)的独立因素,并将其纳入提名图。对提名图进行了验证,并与其他预后模型进行了比较。使用哈雷尔C指数(C-index)、接收者工作特征曲线下面积(AUROC)和校准曲线确定了判别能力和预测准确性:最终的提名图是根据切除到TACE的时间间隔、复发肿瘤直径、复发肿瘤数目和AFP水平等四个参数制定的。在训练队列和验证队列中,提名图预测 OS 的 C 指数分别为 0.67(95% CI 0.63-0.70)和 0.71(95% CI 0.68-0.74)。基于提名图预测 1 年、2 年和 3 年 OS 的 AUROC 也优于其他模型。3 年生存率的校准曲线显示,预测的生存概率与实际生存概率高度一致。根据提名图计算的得分,患者被分为三个亚组:高危亚组(得分≥53分)、中危亚组(得分≥26分和< 53分)和低危亚组(得分< 26分),中位OS分别为10.1个月(95% CI 0.63-0.70)、20.3个月(95% CI 17.5-22.5)和47.0个月(95% CI 34.2-59.8):所提出的提名图是预测肝切除术后接受TACE治疗的复发性HCC患者个体生存率的新工具,具有良好的性能和区分度。对于高危患者,应根据提名图优化治疗,而不仅仅是TACE。 关键词:肝细胞癌、经动脉化疗栓塞、提名图
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
0.50
自引率
2.40%
发文量
108
审稿时长
16 weeks
期刊最新文献
Hepatic Arterial Infusion Chemotherapy Combined Lenvatinib and PD-1 Inhibitor Showed Improved Survival for Infiltrative Hepatocellular Carcinoma: A Multicenter Cohort Study Effect of Low-Dose Aspirin Use After Thermal Ablation in Patients with Hepatocellular Carcinoma: A Retrospective Study Differences in Prediagnostic Serum Metabolomic and Lipidomic Profiles Between Cirrhosis Patients with and without Incident Hepatocellular Carcinoma TACE Combined with Portal Vein Tumor Thrombus 125I Seed Implantation in the Treatment of HCC with Hepatic Arterioportal Shunts. A Machine Learning Model Based on Counterfactual Theory for Treatment Decision of Hepatocellular Carcinoma Patients.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1