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基于大样本量的远处转移性肝内胆管细胞癌患者预后预测列线图的建立和外部验证。

Establishment and external validation of prognosis prediction nomogram for patients with distant metastatic intrahepatic cholangiocarcinoma: based on a large population.

机构信息

Hepato-Biliary-Pancreatic Surgery Division, Department of General Surgery, The Second Affiliated Hospital of Nanchang University, 330006, Nanchang, China.

Jiangxi Provincial Clinical Research Center for General Surgery Disease, Nanchang, China.

出版信息

BMC Cancer. 2024 Feb 16;24(1):227. doi: 10.1186/s12885-024-11976-6.

Abstract

BACKGROUND

Most patients with intrahepatic cholangiocarcinoma (ICC) have developed distant metastasis at the time of diagnosis, while there is rear related nomogram to predict the prognosis.

METHODS

Clinical data of patients pathologically diagnosed of ICC with distant metastasis were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database during 2005 to 2019. Finally, patients diagnosed as ICC in the Second Affiliated Hospital of Nanchang University from 2014 to 2019 were collected for external verification. All data were divided into training cohort and validation cohort in a ratio of 7:3. The nomogram was established based on independent prognostic factors using Cox univariate and multivariate analyses. The area under the receiver operating characteristic (ROC) curves (AUC), the calibration curve and the decision curve analysis (DCA) were used to determine the prediction accuracy of the nomogram.

RESULTS

This study finally included 572 ICC with distant metastasis patients, another 32 patients collected by the author's hospital were used as external verification. Results showed that age, surgery, radiotherapy and chemotherapy were independent prognostic factors, and nomogram was established. The AUC of predicting 3, 6, 9-month overall survival were 0.866, 0.841 and 0.786. The ROC curves and calibration curves showed that the nomogram had good predictive accuracy, and DCA showed that the nomogram had good clinical applicability.

CONCLUSIONS

The nomogram has good accuracy in predicting prognosis of DM-ICC patients, which would be of good significance to improve the prognosis of these patients.

摘要

背景

大多数肝内胆管癌(ICC)患者在诊断时已发生远处转移,而目前尚无相关的列线图来预测其预后。

方法

回顾性收集 2005 年至 2019 年期间来自监测、流行病学和最终结果(SEER)数据库中经病理诊断为伴有远处转移的 ICC 患者的临床数据,并收集 2014 年至 2019 年南昌大学第二附属医院经病理诊断为 ICC 的患者进行外部验证。所有数据按 7:3 的比例分为训练队列和验证队列。使用 Cox 单因素和多因素分析,基于独立预后因素建立列线图。通过接受者操作特征(ROC)曲线下面积(AUC)、校准曲线和决策曲线分析(DCA)来确定列线图的预测准确性。

结果

本研究最终纳入 572 例伴有远处转移的 ICC 患者,作者医院另外收集了 32 例患者作为外部验证。结果显示,年龄、手术、放疗和化疗是独立的预后因素,并建立了列线图。预测 3、6、9 个月总生存率的 AUC 分别为 0.866、0.841 和 0.786。ROC 曲线和校准曲线表明该列线图具有良好的预测准确性,DCA 表明该列线图具有良好的临床适用性。

结论

该列线图在预测 DM-ICC 患者的预后方面具有良好的准确性,这将对改善这些患者的预后具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ac9f/10874087/d4a86950ab91/12885_2024_11976_Fig3_HTML.jpg

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