COPD重症监护患者乳酸-白蛋白比值与28天全因死亡率的关系:动脉和外周静脉乳酸是否都可以作为预测因子?

IF 2.7 3区 医学 Q2 RESPIRATORY SYSTEM
Kelan Zhao, Linshui Zhou, Yeling Ni, Jieying Tao, Ziyu Yu, Xiaojuan Li, Lu Wang
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引用次数: 0

摘要

背景:乳酸-白蛋白比值(LAR)已被报道为多种危重疾病的有效预测指标。然而,LAR与慢性阻塞性肺疾病(COPD)患者死亡率之间的关系尚不清楚。本研究旨在阐明LAR与COPD患者28天全因死亡率之间的相关性,并探讨用动脉乳酸(AL)或外周静脉乳酸(PVL)计算LAR是否可以作为预测指标。方法:本研究共纳入重症监护医学信息市场(MIMIC) IV数据库(2.2版本)中的1428例患者和eICU合作研究数据库(eICU- crd, 2.0版本)中的2467例患者。采用倾向得分匹配(PSM)方法控制混杂因素。采用Cox比例风险模型、Kaplan-Meier生存法、亚组分析和受试者工作特征(ROC)分析评估LAR的预测能力。为了验证我们的假设,我们分别分析了两个数据库中的数据。结果:调整协变量后,使用AL (MIMIC IV, HR = 1.254, 95% CI, 1.013-1.552, P = 0.038)或PVL (eICU-CRD, HR = 1.442, 95% CI, 1.272-1.634, P < 0.001)计算的LAR与COPD患者28天全因死亡率独立相关。Kaplan-Meier分析显示,LAR值越高的患者全因死亡率越高(P < 0.05)。这种关联在亚组分析中是一致的。此外,ROC分析表明,使用PVL计算的LAR比使用AL计算的LAR具有更好的预测效果。结论:同时使用AL和PVL计算的LAR可以独立预测COPD患者在ICU入院后28天的全因死亡率,较高的LAR水平与较高的死亡风险相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association Between Lactate-to-Albumin Ratio and 28-Day All-Cause Mortality in Critical Care Patients with COPD: Can Both Arterial and Peripheral Venous Lactate Serve as Predictors?

Background: Lactate-to-albumin ratio (LAR) has been reported as a useful predictor for multiple critical illnesses. However, the association between LAR and mortality in patients with chronic obstructive pulmonary disease (COPD) remains unclear. This study aims to clarify the correlation between LAR and 28-day all-cause mortality in patients with COPD and to investigate whether LAR calculated using arterial lactate (AL) or peripheral venous lactate (PVL) can serve as predictive indicators.

Methods: A total of 1428 patients from the Medical Information Mart for Intensive Care (MIMIC) IV database (version 2.2) and 2467 patients from the eICU Collaborative Research Database (eICU-CRD, version 2.0) were included in this study. Propensity score matching (PSM) method was conducted to control confounders. Cox proportional hazards model, Kaplan-Meier survival method, subgroup analysis and receiver operating characteristic (ROC) analysis were performed to assess the predictive ability of LAR. To verify our hypothesis, data from the two databases were analyzed individually.

Results: After adjusting for covariates, LAR calculated using either AL (MIMIC IV, HR = 1.254, 95% CI, 1.013-1.552, P = 0.038) or PVL (eICU-CRD, HR = 1.442, 95% CI, 1.272-1.634, P < 0.001) was independently associated with 28-day all-cause mortality in COPD patients. Kaplan-Meier analysis showed that patients with higher LAR value had significantly higher all-cause mortality (all P < 0.05). This association was consistent across subgroup analyses. In addition, the ROC analysis suggested that LAR calculated using PVL may have better predictive performance compared to using AL.

Conclusion: LAR calculated using both AL and PVL can independently predict the 28-day all-cause mortality after ICU admission in patients with COPD and higher level of LAR is related to higher mortality risk.

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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
372
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals
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