Assessment of the endothelial activation and stress index in predicting all-cause mortality among patients resuscitated after cardiac arrest: a retrospective cohort study using the MIMIC-IV database

医学 回顾性队列研究 内科学 比例危险模型 心脏病学 生物标志物 重症监护室 队列研究 肌酐 逻辑回归 试验预测值 队列 急诊医学 重症监护医学 死亡风险 心肌梗塞 阿帕奇II 重症监护 乳酸脱氢酶 病理生理学 生存分析 接收机工作特性 疾病严重程度 代理终结点 协变量 心脏指数 回归分析 病历 线性回归
作者
Jun Guan,L Rui,Y Qin,L Zhao,S Yan,T Hu,G Zhang
出处
期刊:European Heart Journal [Oxford University Press]
卷期号:46 (Supplement_1)
标识
DOI:10.1093/eurheartj/ehaf784.2247
摘要

Abstract Background Endothelial Activation and Stress Index (EASIX) is a reliable surrogate biomarker of endothelial dysfunction, a critical pathophysiological process in ischemia-reperfusion injury following cardiac arrest. This study aimed to investigate the predictive ability of EASIX for in-hospital mortality in patients resuscitated after cardiac arrest and to assess its potential to enhance existing predictive models for critically ill patients. Methods We extracted data on patients diagnosed with cardiac arrest from the Medical Information Mart for Intensive Care (MIMIC-IV) database. The EASIX score was calculated using the formula: lactate dehydrogenase (U/L) × creatinine (mg/dL) / platelet count (10^9/L). Patients were stratified into tertiles based on log2-transformed EASIX scores. The primary and secondary outcomes were ICU and in-hospital mortality, respectively. Cox regression was used to evaluate the association between log2-EASIX and mortality. To investigate the nature of this association, restricted cubic spline analysis was applied to determine if it was linear. The predictive ability of EASIX for death risk was assessed using the Receiver Operating Characteristic (ROC) curve, C-index, Net Reclassification Improvement (NRI), and Integrated Discrimination Improvement (IDI). Results A total of 905 patients were included, with a mean age of 64.82 ± 16.81 years, of whom 337 (37.24%) were female. Cox regression analysis showed that compared with the first tertile, the second and third tertiles had higher ICU mortality risks [HR (95% CI) 1.41 (1.02-1.93); HR (95% CI) 2.39 (1.67-3.42)]; P for trend < 0.001], with similar findings for in-hospital mortality. Restricted cubic spline analysis revealed an approximately linear relationship between log2-EASIX and ICU and in-hospital mortality. Subgroup analysis found no interaction among patients with different comorbidities (diabetes, heart failure, chronic kidney disease, stroke, chronic lung disease) or different support treatments (Continuous Renal Replacement Therapy and mechanical ventilation). Additionally, incorporating log2(EASIX) levels into the Acute Physiology Score 3 and Sequential Organ Failure Assessment scores significantly improved the prediction performance of all-cause mortality, with increases in the C-index (from 0.673 to 0.688; 0.638 to 0.666), positive IDI values (0.027, 95% CI: 0.009-0.054, P < 0.001 and 0.022, 95% CI: 0.007-0.044, P < 0.001), and NRI values (0.143, 95% CI: 0.055-0.227, P < 0.001; 0.113, 95% CI: 0.022-0.187, P < 0.001). Conclusions EASIX is an independent risk factor for ICU and in-hospital mortality in patients resuscitated after cardiac arrest. Adding EASIX to existing models can enhance their predictive performance, providing clinical value in identifying high-risk patients.
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