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急性呼吸窘迫综合征患者基线及早期血液嗜酸性粒细胞变化对短期死亡率的预测价值

Predictive Value of the Baseline and Early Changes in Blood Eosinophils for Short-Term Mortality in Patients with Acute Respiratory Distress Syndrome.

作者信息

Peng Junnan, Tang Rui, Qi Di, Yu Qian, Hu Hao, Tang Wen, He Jing, Wang Daoxin

机构信息

Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.

出版信息

J Inflamm Res. 2022 Mar 14;15:1845-1858. doi: 10.2147/JIR.S350856. eCollection 2022.

Abstract

BACKGROUND

Eosinophils play an essential role in the pathogenesis of acute respiratory distress syndrome (ARDS). We aimed to assess the association between the baseline blood eosinophils, eosinophil changes during the first week in the intensive care unit (ICU) and short-term patient outcomes.

METHODS

All patients meeting the Berlin definition of ARDS from the Medical Information Mart for Intensive Care IV database were retrospectively analyzed. We used logistic regression, Kaplan-Meier survival and random forest analysis to determine the association between the baseline eosinophils and short-term mortality. Then the trends in eosinophils over time were compared between the survivors and non-survivors using a generalized additive mixed model (GAMM), which is a common approach used for analysis of repeated measurement data. Area under the receiver-operating characteristic curve (AUC) was used to evaluate the predictive value.

RESULTS

A total of 1685 patients were included, and the 30-day mortality was 25.1%. Kaplan-Meier analysis showed that patients with high baseline eosinophils (>0.3%) had lower 30-day mortality (p < 0.001). Random forest model selected the baseline eosinophils as an important factor associated with 30-day mortality. Multivariable logistic regression analysis identified high baseline eosinophils as an independent factor for 30-day mortality (OR 0.743, 95% CI 0.568-0.970). The GAMM result showed that the levels of eosinophils were increased in both survival and non-survival groups, and the between-group differences increased over time, with an average of 0.154 daily after adjusting for confounders. The AUC of changes in eosinophils within the first week was significantly higher than that of baseline eosinophils.

CONCLUSION

There is a negative association between the baseline eosinophils and short-term mortality in ARDS patients, and the differences in eosinophils increased over time between the survivors and non-survivors. Higher increase in eosinophils is associated with decreased short-term mortality, and dynamic monitoring of eosinophils could better predict the survival of ARDS patients.

摘要

背景

嗜酸性粒细胞在急性呼吸窘迫综合征(ARDS)的发病机制中起重要作用。我们旨在评估基线血嗜酸性粒细胞、重症监护病房(ICU)第一周内嗜酸性粒细胞变化与患者短期预后之间的关联。

方法

对重症监护医学信息数据库IV中所有符合柏林ARDS定义的患者进行回顾性分析。我们使用逻辑回归、Kaplan-Meier生存分析和随机森林分析来确定基线嗜酸性粒细胞与短期死亡率之间的关联。然后,使用广义相加混合模型(GAMM)比较幸存者和非幸存者之间嗜酸性粒细胞随时间的变化趋势,GAMM是用于分析重复测量数据的常用方法。采用受试者工作特征曲线下面积(AUC)评估预测价值。

结果

共纳入1685例患者,30天死亡率为25.1%。Kaplan-Meier分析显示,基线嗜酸性粒细胞水平高(>0.3%)的患者30天死亡率较低(p<0.001)。随机森林模型选择基线嗜酸性粒细胞作为与30天死亡率相关的重要因素。多变量逻辑回归分析确定高基线嗜酸性粒细胞是30天死亡率的独立因素(OR 0.743,95%CI 0.568-0.970)。GAMM结果显示,存活组和非存活组嗜酸性粒细胞水平均升高,组间差异随时间增加,调整混杂因素后平均每天增加0.154。第一周内嗜酸性粒细胞变化的AUC显著高于基线嗜酸性粒细胞。

结论

ARDS患者基线嗜酸性粒细胞与短期死亡率呈负相关,幸存者和非幸存者之间嗜酸性粒细胞差异随时间增加。嗜酸性粒细胞升高幅度越大,短期死亡率越低,动态监测嗜酸性粒细胞可更好地预测ARDS患者的生存情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a5b4/8933624/cd3b045d5628/JIR-15-1845-g0001.jpg

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