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内皮细胞激活和应激指数升高与脓毒症相关性急性肾损伤患者的不良预后相关:基于两个重症监护队列的验证

Endothelial Activation and Stress Index Elevation Associated with Adverse Prognosis in Sepsis-associated acute kidney injury Patients: Validation Based on Two Critical Care Cohorts.

作者信息

Zhang Zhiyuan, Wang Chaowei, Wang Jiangui, Luo Zixin, Zou Kang, Xu Qinglin

机构信息

The First Clinical Medical College, Gannan Medical University, Ganzhou City, Jiangxi Province, 341000, the people's Republic of China.

Department of Critical Care Medicine, the First Affiliated Hospital of Gannan Medical University, Ganzhou City, Jiangxi Province, 341000, the People's Republic of China.

出版信息

Shock. 2025 Sep 9. doi: 10.1097/SHK.0000000000002715.

Abstract

BACKGROUND

Sepsis-associated acute kidney injury (SA-AKI) is a prevalent complication in critical care settings with high mortality. Early identification of high-risk patients is crucial. The Endothelial Activation Stress Index (EASIX) has been studied in other conditions but not in SA-AKI. This study evaluates EASIX's association with short-term mortality in SA-AKI patients.

METHODS

In this retrospective cohort study, data from 12,267 SA-AKI patients in MIMIC-IV were analyzed. EASIX was categorized using curve fitting and inflection point analysis. Propensity score matching (PSM), overlap weighting (OW), pair algorithm (PA), and inverse probability of treatment weight (IPTW) ensured data balance. Cox models, Kaplan-Meier analysis, subgroup analyses, ROC Curves and E-value assessments were used to examine the relationship between EASIX and outcomes. Furthermore, we validated these findings using the eICU database.

RESULTS

A non-linear association between EASIX and 28-day mortality was found, with an inflection point at 10.83. PSM balanced covariates. Kaplan-Meier analysis showed significantly lower survival in the high EASIX group (P < 0.001 pre-PSM, P = 0.002 post-PSM). Post-PSM, the high EASIX group had higher 28-day mortality (42.9% vs. 32.9%), in-hospital mortality (40.5% vs. 30.8%), and ICU mortality (29.6% vs. 20.4%; all P < 0.001). Multivariable regression and weighting methods (IPTW, PA, OW) confirmed the increased mortality risk. Subgroup and E-value analyses further validated these findings. ROC analysis yielded an AUC for 28-day mortality, outperforming SOFA and other traditional covariates. External validation in the eICU database confirmed similar performance.

CONCLUSION

EASIX is a reliable prognostic indicator for short-term mortality in SA-AKI patients. Elevated EASIX levels are associated with increased mortality risk. Future research should explore its clinical utility in risk stratification for SA-AKI.

摘要

背景

脓毒症相关急性肾损伤(SA-AKI)是重症监护环境中常见的并发症,死亡率很高。早期识别高危患者至关重要。内皮激活应激指数(EASIX)已在其他病症中进行了研究,但尚未在SA-AKI中研究。本研究评估EASIX与SA-AKI患者短期死亡率的关联。

方法

在这项回顾性队列研究中,分析了MIMIC-IV中12267例SA-AKI患者的数据。使用曲线拟合和拐点分析对EASIX进行分类。倾向评分匹配(PSM)、重叠加权(OW)、配对算法(PA)和治疗权重逆概率(IPTW)确保了数据平衡。使用Cox模型、Kaplan-Meier分析、亚组分析、ROC曲线和E值评估来检查EASIX与结局之间的关系。此外,我们使用eICU数据库验证了这些发现。

结果

发现EASIX与28天死亡率之间存在非线性关联,拐点为10.83。PSM平衡了协变量。Kaplan-Meier分析显示,高EASIX组的生存率显著较低(PSM前P<0.001,PSM后P=0.002)。PSM后,高EASIX组的28天死亡率更高(42.9%对32.9%),住院死亡率更高(40.5%对30.8%),ICU死亡率更高(29.6%对20.4%;所有P<0.001)。多变量回归和加权方法(IPTW、PA、OW)证实了死亡风险增加。亚组和E值分析进一步验证了这些发现。ROC分析得出28天死亡率的AUC,优于SOFA和其他传统协变量。在eICU数据库中的外部验证证实了类似的性能。

结论

EASIX是SA-AKI患者短期死亡率的可靠预后指标。EASIX水平升高与死亡风险增加相关。未来的研究应探索其在SA-AKI风险分层中的临床应用。

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