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肝切除术后复发性肝细胞癌经动脉化疗栓塞患者列线图的开发与验证

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

作者信息

Xie Diyang, Li Zhongchen, Yuan Jia, Yin Xin, Chen Rongxin, Zhang Lan, Ren Zhenggang

机构信息

Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Ministry of Education, Fudan University, Shanghai, 200032, People's Republic of China.

出版信息

J Hepatocell Carcinoma. 2024 Apr 4;11:693-705. doi: 10.2147/JHC.S444682. eCollection 2024.

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.

摘要

目的

本研究旨在为肝切除术后复发性肝细胞癌(HCC)接受经动脉化疗栓塞术(TACE)的患者建立一个预后列线图。

患者与方法

纳入2009年1月至2015年12月期间因肝切除术后复发性早期和中期HCC接受TACE治疗的患者。根据计算机生成的随机数,将纳入的患者随机分为训练组(n = 345)和验证组(n = 173)。基于训练组的单因素和多因素分析确定总生存(OS)的独立因素,并将其纳入列线图。对列线图进行验证,并与其他预后模型进行比较。使用Harrell C指数(C-index)、受试者操作特征曲线下面积(AUROC)和校准曲线来确定判别能力和预测准确性。

结果

最终的列线图基于四个参数建立,包括肝切除至TACE的时间间隔、复发性肿瘤直径、复发性肿瘤数量和甲胎蛋白(AFP)水平。训练组和验证组中列线图预测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)。基于列线图预测1年、2年和3年OS的AUROC也优于其他模型。3年生存的校准曲线显示预测生存概率与实际生存概率高度一致。根据列线图计算的得分,患者被分为三个亚组:高危(得分≥53分)、中危(得分≥26且<53分)和低危(得分<26分)亚组,中位OS分别为10.1(95%CI 0.63 - 0.70)、20.3(95%CI 17.5 - 22.5)和47.0(95%CI 34.2 - 59.8)个月。

结论

所提出的列线图作为一种新工具,可预测肝切除术后复发性HCC接受TACE治疗患者的个体生存情况,具有良好的性能和判别能力。对于高危患者,应根据列线图在单纯TACE之外优化治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9ba/11001561/a29efbe8edb7/JHC-11-693-g0001.jpg

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