危重心房颤动患者EASIX与全因死亡率相关性的风险分析:来自MIMIC-IV数据库的回顾性研究

IF 2.8 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Yu Xia, Anfeng Liang, Mei Wang, Jianlin Zhang
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引用次数: 0

摘要

背景:内皮激活和应激指数(EASIX)是公认的血管内皮健康指标,但在心房颤动(AF)患者中的应用有限。本研究旨在探讨EASIX与af危重患者预后的关系。方法:从重症监护医学信息市场(MIMIC-IV)数据库中提取患者资料。EASIX计算为乳酸脱氢酶(U/L) ×肌酐(mg/dL)/血小板(109个细胞/L),并转化log2进行统计分析。使用Boruta算法和最小绝对收缩和选择算子(Lasso)回归进行特征选择。采用多变量logistic回归和Cox比例风险模型评估EASIX作为危险因素,并使用受限三次样条曲线评估非线性关系。利用受试者工作特征曲线下面积(AUC)比较EASIX与顺序器官衰竭评估(SOFA)评分和CHA₂DS₂-VASc评分的预测性能。此外,我们还进行了基于EASIX四分位数(以Q1为参考)的Kaplan-Meier生存分析和分层分析,以进一步探讨这些关联。结果:共纳入资料完整的4896例患者。住院、28天和365天的全因死亡率分别为26.04%、29.25%和49.75%。EASIX中位数为5.64(4.56,6.84)。多变量调整后,较高的EASIX与院内、短期和长期全因死亡率的增加显著相关。Q2、Q3、Q4四分位数患者的死亡率明显高于Q1,趋势明显。Kaplan-Meier分析证实EASIX评分较高的患者生存率明显较低。AUC显示EASIX在预测短期和长期全因死亡率方面的表现与SOFA相当,高于CHA₂DS₂-VASc评分。分层分析表明,考虑到各种潜在条件和医院干预措施,这种关联在亚组中仍然很强。结论:EASIX是AF危重患者短期和长期死亡率的可靠预测指标。未来的前瞻性研究需要证实其在其他人群中的更广泛适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk analysis of the association between EASIX and all-cause mortality in critical ill patients with atrial fibrillation: a retrospective study from MIMIC-IV database.

Background: The Endothelial Activation and Stress Index (EASIX) is a recognized marker of vascular endothelial health but has limited application in patients with atrial fibrillation (AF). This study aimed to explore the association between EASIX and prognosis in critically ill patients with AF.

Methods: The patient's data were extracted from Medical Information Mart for Intensive Care IV(MIMIC-IV) database. EASIX was calculated as lactate dehydrogenase (U/L) × creatinine (mg/dL)/platelets (109 cells/L) and log2-transformed for statistical analysis. The Boruta algorithm and Least Absolute Shrinkage and Selection Operator (Lasso) Regression were used for feature selection. Multivariable logistic regression and Cox proportional hazard models were employed to assess EASIX as a risk factor, with nonlinear relationships evaluated using restricted cubic spline curves. The area under the receiver operating characteristic curve (AUC) was utilized to compare the predictive performance of EASIX with the Sequential Organ Failure Assessment (SOFA) score and the CHA₂DS₂-VASc score. Furthermore, Kaplan-Meier survival analysis based on EASIX quartiles (with Q1 as the reference) and stratified analyses were conducted to further explore these associations.

Results: A total of 4896 patients with complete data were included. In-hospital, 28-day, and 365-day all-cause mortality rates were26.04%, 29.25%, and 49.75%, respectively. The median EASIX was 5.64 (4.56, 6.84). Higher EASIX was significantly associated with increased in-hospital, short-term, and long-term all-cause mortality after multivariable adjustment. Patients in quartiles Q2, Q3, and Q4 had significantly higher mortality than those in Q1, showing a clear trend. Kaplan-Meier analysis confirmed that patients with higher EASIX scores had significantly lower survival. The AUC showed that the performance of EASIX in predicting both short-term and long-term all-cause mortality was comparable to the SOFA and higher than the CHA₂DS₂-VASc score. Stratified analyses indicated that the association remained robust across subgroups, accounting for various underlying conditions and hospital interventions.

Conclusions: EASIX is a reliable predictor of both short- and long-term mortality in critically ill patients with AF. Future prospective studies are necessary to confirm its broader applicability in other populations.

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来源期刊
European Journal of Medical Research
European Journal of Medical Research 医学-医学:研究与实验
CiteScore
3.20
自引率
0.00%
发文量
247
审稿时长
>12 weeks
期刊介绍: European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.
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