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预测胰十二指肠切除术后远端胆管癌患者早期复发和长期生存的在线计算器的开发与验证

Development and validation of an online calculator to predict early recurrence and long-term survival in patients with distal cholangiocarcinoma after pancreaticoduodenectomy.

作者信息

Xu Shuai, Zhang Xiu-Ping, Zhao Guo-Dong, Zhao Zhi-Ming, Gao Yuan-Xing, Hu Ming-Gen, Tan Xiang-Long, Liu Rong

机构信息

School of Medicine, Nankai University, Tianjin, China.

Faculty of Hepato-Biliary-Pancreatic Surgery, The First Medical Center of Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.

出版信息

J Hepatobiliary Pancreat Sci. 2022 Nov;29(11):1214-1225. doi: 10.1002/jhbp.1058. Epub 2021 Nov 5.

Abstract

BACKGROUND

Distal cholangiocarcinoma (DCC) is a malignancy associated with a short survival time. In this study, we aimed to create an online nomogram calculator to predict early recurrence and long-term survival in patients with DCC after pancreaticoduodenectomy.

METHODS

A total of 486 patients with DCC were included. An online nomogram calculator was developed and validated in training, internal validation and external validation cohorts, respectively.

RESULTS

Of the 486 patients who met the inclusion criteria, we allocated 240, 120, and 126 patients to the training, internal validation, and external validation cohorts, respectively. Multivariable analysis showed that preoperative CA19-9, maximum tumor diameter, perineural invasion, and tumor differentiation were significant risk factors for early recurrence in patients with DCC. Incorporating these four factors, the nomogram achieved good AUC values of 0.788, 0.771, and 0.723 for predicting early recurrence in the training, internal validation, and external validation cohorts, respectively. Notably, this nomogram also had good power to predict overall survival. The discrimination ability of the nomogram was evaluated by dividing the predicted probabilities of early recurrence and survival into two risk groups in the training cohort (low risk ≤ 132; high risk > 132; P < .001). Time-dependent ROC and decision curve analysis further revealed that the nomogram provided higher diagnostic capacity and superior net benefit compared to other staging systems.

CONCLUSION

This study developed and validated a web-based nomogram calculator that was capable of predicting early recurrence and long-term prognosis in patients with DCC after pancreaticoduodenectomy with high degrees of stability and accuracy.

摘要

背景

远端胆管癌(DCC)是一种生存期较短的恶性肿瘤。在本研究中,我们旨在创建一个在线列线图计算器,以预测DCC患者胰十二指肠切除术后的早期复发和长期生存情况。

方法

共纳入486例DCC患者。分别在训练队列、内部验证队列和外部验证队列中开发并验证了一个在线列线图计算器。

结果

在符合纳入标准的486例患者中,我们分别将240例、120例和126例患者分配到训练队列、内部验证队列和外部验证队列。多变量分析显示,术前CA19-9、最大肿瘤直径、神经周围侵犯和肿瘤分化是DCC患者早期复发的重要危险因素。纳入这四个因素后,该列线图在训练队列、内部验证队列和外部验证队列中预测早期复发的AUC值分别为0.788、0.771和0.723。值得注意的是,该列线图在预测总生存期方面也具有良好的效能。通过将训练队列中早期复发和生存的预测概率分为两个风险组(低风险≤132;高风险>132;P<.001)来评估列线图的鉴别能力。时间依赖性ROC和决策曲线分析进一步显示,与其他分期系统相比,该列线图具有更高的诊断能力和更好的净效益。

结论

本研究开发并验证了一种基于网络的列线图计算器,其能够高度稳定且准确地预测DCC患者胰十二指肠切除术后的早期复发和长期预后。

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