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婚姻状况在胆囊癌中的作用:真实世界的竞争风险分析。

The role of marital status in gallbladder cancer: a real-world competing risk analysis.

机构信息

Department of General Surgery, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang province, 310000, China.

Department of Anorectal, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, #453, Tiyuchang Road, Xihu District, Hangzhou, Zhejiang province, 310000, China.

出版信息

BMC Gastroenterol. 2024 Aug 20;24(1):276. doi: 10.1186/s12876-024-03364-y.

Abstract

BACKGROUND

The association between marital status and gallbladder cancer (GBC) remains uncertain. This study aimed to verify the relationship between marital status and GBC and construct a prognostic nomogram to predict the impact of marital status on GBC patients.

METHOD

GBC patients were divided into married and unmarried groups using data from the Surveillance, Epidemiology, and End Results (SEER) database. We employed competing risk analyses, propensity score matching (PSM), and Kaplan-Meier survival analyses. The relationship between marital status and GBC was then verified, and the predicted nomogram was constructed.

RESULTS

A total of 3913 GBC patients were obtained from the SEER database, and an additional 76 GBC patients from Hangzhou Traditional Chinese Medicine Hospital were selected as the external validation group. The competing risk analysis revealed a significant disparity in the 5-year cumulative incidence of cancer-specific death (CSD) between the two cohorts (59.1% vs. 65.2%, p = 0.003). Furthermore, the multivariate competing hazards regression analysis identified a significant association (HR, 1.17; 95% CI, 1.04-1.31; p = 0.007) between marital status and CSD. To assess the 1-, 3-, and 5-year risks of CSD, a comprehensive competing event nomogram was constructed using factors derived from the multivariate analysis. The area under the receiver operating characteristic curve (AUC) values for the 1-, 3-, and 5-year training cohorts were 0.806, 0.785, and 0.776, respectively. In the internal validation cohort, these values were 0.798, 0.790, and 0.790, while the external validation cohort exhibited AUC values of 0.748, 0.835, and 0.883 for the corresponding time intervals. Furthermore, calibration curves demonstrated a commendable level of concordance between the observed and predicted probabilities of CSD.

CONCLUSION

Marriage was a protective factor for GBC patients after taking competing risk into consideration. The proposed nomogram demonstrated exceptional predictive power.

摘要

背景

婚姻状况与胆囊癌(GBC)之间的关联尚不确定。本研究旨在验证婚姻状况与 GBC 之间的关系,并构建一个预测 GBC 患者婚姻状况影响的列线图。

方法

使用来自监测、流行病学和最终结果(SEER)数据库的数据,将 GBC 患者分为已婚和未婚组。我们采用竞争风险分析、倾向评分匹配(PSM)和 Kaplan-Meier 生存分析。然后验证婚姻状况与 GBC 的关系,并构建预测列线图。

结果

从 SEER 数据库中获得了 3913 例 GBC 患者,另外从杭州市中医院选择了 76 例 GBC 患者作为外部验证组。竞争风险分析显示,两组 5 年癌症特异性死亡(CSD)累积发生率存在显著差异(59.1%比 65.2%,p=0.003)。此外,多变量竞争风险回归分析发现婚姻状况与 CSD 之间存在显著关联(HR,1.17;95%CI,1.04-1.31;p=0.007)。为了评估 1、3 和 5 年 CSD 的风险,使用多变量分析中得出的因素构建了一个全面的竞争事件列线图。1、3 和 5 年训练队列的接收者操作特征曲线(AUC)值分别为 0.806、0.785 和 0.776。在内部验证队列中,这些值分别为 0.798、0.790 和 0.790,而外部验证队列在相应的时间间隔内显示 AUC 值分别为 0.748、0.835 和 0.883。此外,校准曲线表明 CSD 的观察概率与预测概率之间具有极好的一致性。

结论

考虑到竞争风险,婚姻是 GBC 患者的保护因素。所提出的列线图具有出色的预测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6dfe/11334324/1e7e1ce20125/12876_2024_3364_Fig1_HTML.jpg

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