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心脏骤停患者乳酸与白蛋白比值与全因死亡率的关联:MIMIC-IV数据库分析

The association between the lactate to albumin ratio and all-cause mortality in cardiac arrest patients: an analysis of the MIMIC-IV database.

作者信息

Liu Lulu, Ma Qian, Yu Guangzan, Ji Xuhou, He Hua

机构信息

Cardiac Division of Emergency Intensive Care Unit, Beijing Anzhen Hospital, Capital Medical University, Anzhen Road Second, Chaoyang District, Beijing, 100029, People's Republic of China.

出版信息

Eur J Med Res. 2025 Aug 5;30(1):712. doi: 10.1186/s40001-025-02986-6.

Abstract

INTRODUCTION

Cardiac arrest (CA) is a critical condition with high mortality, despite advances in post-resuscitation care. Severe ischemia-reperfusion injury, systemic inflammation, nutritional status, and organ dysfunction contribute to poor prognosis, highlighting the need for reliable prognostic markers for early risk stratification. Lactate and albumin are well known to be involved in these pathological processes, making them potential biomarkers for prognostic assessment. This study aims to investigate the association between the lactate to albumin ratio (LAR) and all-cause mortality in patients with CA.

METHODS

Clinical data were collected from the MIMIC-IV (3.1) database. The individuals were categorized into four groups based on the quartiles of the LAR. The primary endpoint of the research was 30-day all-cause mortality, while the secondary endpoint was 90-day all-cause mortality. The association between the LAR and clinical outcomes was analyzed using Cox proportional hazards regression, restricted cubic splines, and Kaplan-Meier survival curves. Moreover, the predictive performance of the LAR for 30-day all-cause mortality in the CA population was evaluated using the Receiver Operating Characteristic (ROC) curve by calculating the Area Under the Curve (AUC).

RESULTS

A total of 1311 patients with CA were enrolled in our study. After adjusting for confounders, each unit increase in the LAR was associated with a 20.1% and 19.6% increased risk of 30-day and 90-day all-cause mortality, respectively (P < 0.001), suggesting a possible nonlinear association. The Quartile 4 group exhibited a significantly higher mortality risk compared to the lowest quartile, when the LAR was treated as a categorical variable. Additionally, the ROC curve demonstrated moderate discriminatory ability of the LAR in recognizing 30-day all-cause mortality risk from the overall CA population (AUC: 0.69, 95% CI: 0.66-0.72), which was comparable to lactate but superior to albumin.

CONCLUSION

The LAR exhibits a strong and nonlinear association with both 30-day and 90-day all-cause mortality, with elevated levels significantly increasing mortality risk, even after adjusting for potential confounders and applying multiple statistical methods. The ROC curve showed moderate discriminative ability, highlighting the potential of the LAR as a prognostic indicator in patients with CA.

摘要

引言

尽管复苏后护理取得了进展,但心脏骤停(CA)仍是一种死亡率很高的危急情况。严重的缺血再灌注损伤、全身炎症、营养状况和器官功能障碍导致预后不良,这凸显了需要可靠的预后标志物用于早期风险分层。众所周知,乳酸和白蛋白参与了这些病理过程,使其成为预后评估的潜在生物标志物。本研究旨在探讨乳酸与白蛋白比值(LAR)与CA患者全因死亡率之间的关联。

方法

从MIMIC-IV(3.1)数据库收集临床数据。根据LAR的四分位数将个体分为四组。研究的主要终点是30天全因死亡率,次要终点是90天全因死亡率。使用Cox比例风险回归、受限立方样条和Kaplan-Meier生存曲线分析LAR与临床结局之间的关联。此外,通过计算曲线下面积(AUC),使用受试者工作特征(ROC)曲线评估LAR对CA人群30天全因死亡率的预测性能。

结果

本研究共纳入1311例CA患者。在调整混杂因素后,LAR每增加一个单位,30天和90天全因死亡率的风险分别增加20.1%和19.6%(P < 0.001),提示可能存在非线性关联。当将LAR视为分类变量时,四分位数4组的死亡风险明显高于最低四分位数组。此外,ROC曲线显示LAR在识别总体CA人群30天全因死亡风险方面具有中等鉴别能力(AUC:0.69,95%CI:0.66 - 0.72),与乳酸相当,但优于白蛋白。

结论

LAR与30天和90天全因死亡率均呈现出强烈的非线性关联,即使在调整潜在混杂因素并应用多种统计方法后,LAR水平升高仍显著增加死亡风险。ROC曲线显示出中等鉴别能力,突出了LAR作为CA患者预后指标的潜力。

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