A personalized prognostic model for long-term survival in patients with intrahepatic cholangiocarcinoma: a retrospective cohort study.

IF 1.2 4区 医学 Q3 SURGERY
Xianhui Dong, Pengwei Zhang, Chunhong Ye, Li Li
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引用次数: 0

Abstract

Purpose: This study aimed to determine the optimal cutoff points for age and tumor size of patients with intrahepatic cholangiocarcinoma (ICC) and to establish and verify a predictive nomogram of overall survival at 1, 3, and 5 years.

Methods: From the SEER (Surveillance, Epidemiology, and End Results) database, 1,325 ICC patients were selected and randomly divided into training and testing cohorts at a 7:3 ratio. Using the X-tile software, age and tumor size were classified into 3 subgroups: ≤61, 62-74, and ≥75 years and ≤35, 36-55, and ≥56 mm. Subsequently, univariate and multivariate Cox regression analyses were performed using the R software in the training cohort to determine independent risk factors, compile the prediction nomogram, and verify it with the testing cohort findings.

Results: The C-indexes of the new prediction nomograms in the training and testing cohorts were 0.738 (95% confidence interval [CI], 0.718-0.758) and 0.750 (95% CI, 0.72-0.78), respectively. Furthermore, the areas under the 1-, 3-, and 5-year receiver operating characteristic (ROC) curves based on the nomogram were 0.792, 0.853, and 0.838, respectively, higher than the ROC based on the 7th and 8th editions of the American Joint Cancer Commission (AJCC) staging system.

Conclusion: This study established and verified a prognostic nomogram that improved the accuracy of the 1-, 3-, and 5-year survival predictions for ICC patients, compared with that based on the 7th and 8th editions of the AJCC staging system, and can help clinicians make personalized survival predictions.

肝内胆管癌患者长期生存的个性化预后模型:一项回顾性队列研究。
目的:本研究旨在确定肝内胆管癌(ICC)患者年龄和肿瘤大小的最佳临界点,并建立和验证1年、3年和5年总生存率的预测提名图:从 SEER(监测、流行病学和最终结果)数据库中选取 1,325 名 ICC 患者,按 7:3 的比例随机分为训练组和测试组。使用X-tile软件将年龄和肿瘤大小分为3个亚组:≤61岁、62-74岁和≥75岁;≤35毫米、36-55毫米和≥56毫米。随后,使用 R 软件对训练队列进行了单变量和多变量 Cox 回归分析,以确定独立的风险因素,编制预测提名图,并与测试队列的结果进行验证:训练队列和测试队列中新预测提名图的 C 指数分别为 0.738(95% 置信区间 [CI],0.718-0.758)和 0.750(95% 置信区间,0.72-0.78)。此外,基于提名图的1年、3年和5年接收者操作特征曲线下面积分别为0.792、0.853和0.838,高于基于美国癌症联合委员会(AJCC)第7版和第8版分期系统的接收者操作特征曲线下面积:本研究建立并验证了一种预后提名图,与基于第 7 版和第 8 版 AJCC 分期系统的预后提名图相比,该提名图提高了 ICC 患者 1 年、3 年和 5 年生存预测的准确性,可帮助临床医生进行个性化的生存预测。
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
CiteScore
2.30
自引率
7.10%
发文量
75
期刊介绍: Manuscripts to the Annals of Surgical Treatment and Research (Ann Surg Treat Res) should be written in English according to the instructions for authors. If the details are not described below, the style should follow the Uniform Requirements for Manuscripts Submitted to Biomedical Journals: Writing and Editing for Biomedical Publications available at International Committee of Medical Journal Editors (ICMJE) website (http://www.icmje.org).
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