一种新的血管泄漏指数识别脓毒症患者在院内死亡和液体积聚的风险较高

Jay Chandra, Miguel A Armengol de la Hoz, Gwendolyn Lee, Alexandria Lee, Patrick Thoral, Paul Elbers, Hyung-Chul Lee, John S Munger, Leo Anthony Celi, David A Kaufman
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引用次数: 0

摘要

目的:败血症是全球发病和死亡的主要原因,其特点是血管渗漏。脓毒症治疗,特别是静脉输液,可能会加重血管渗漏情况下的病情恶化。因此,我们试图量化败血症患者的血管渗漏情况,以指导液体复苏:我们对北美、欧洲和亚洲四个重症监护室数据库中的败血症患者进行了回顾性队列研究。我们制定了直观的血管渗漏指数(VLI),并使用广义相加模型(GAM)探讨了血管渗漏指数与院内死亡和液体平衡之间的关系:使用广义加和模型,我们发现血管渗漏指数增加与院内死亡风险增加有关。在四个数据集中,与 VLI 处于最低四分位数(Q1)的患者相比,VLI 处于最高四分位数(Q4)的患者的院内死亡几率增加了 1.61-2.31 倍。VLI Q2 和 Q3 也与死亡几率增加有关。在样本量较大的三个数据集中,VLI(作为连续变量)与院内死亡和体液平衡之间的关系具有统计学意义。具体来说,我们观察到,随着 VLI 的增加,院内死亡和 36-84 小时体液平衡的风险也随之增加:结论:我们的 VLI 能识别出院内死亡或体液积聚风险较高的患者群体。这种关系在控制病情严重程度和慢性并发症的模型中依然存在。
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A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation.

Purpose: Sepsis is a leading cause of morbidity and mortality worldwide and is characterized by vascular leak. Treatment for sepsis, specifically intravenous fluids, may worsen deterioration in the context of vascular leak. We therefore sought to quantify vascular leak in sepsis patients to guide fluid resuscitation.

Methods: We performed a retrospective cohort study of sepsis patients in four ICU databases in North America, Europe, and Asia. We developed an intuitive vascular leak index (VLI) and explored the relationship between VLI and in-hospital death and fluid balance using generalized additive models (GAM).

Results: Using a GAM, we found that increased VLI is associated with an increased risk of in-hospital death. Patients with a VLI in the highest quartile (Q4), across the four datasets, had a 1.61-2.31 times increased odds of dying in the hospital compared to patients with a VLI in the lowest quartile (Q1). VLI Q2 and Q3 were also associated with increased odds of dying. The relationship between VLI, treated as a continuous variable, and in-hospital death and fluid balance was statistically significant in the three datasets with large sample sizes. Specifically, we observed that as VLI increased, there was increase in the risk for in-hospital death and 36-84 h fluid balance.

Conclusions: Our VLI identifies groups of patients who may be at higher risk for in-hospital death or for fluid accumulation. This relationship persisted in models developed to control for severity of illness and chronic comorbidities.

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