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急性呼吸窘迫综合征患者接受高流量氧治疗的亚表型。

Subphenotypes in patients with acute respiratory distress syndrome treated with high-flow oxygen.

机构信息

Département d'anesthésie-Réanimation, Hôpital Lariboisière, Paris, France.

INSERM UMRS-942 MASCOT, Hôpital Lariboisière, Paris, France.

出版信息

Crit Care. 2023 Nov 1;27(1):419. doi: 10.1186/s13054-023-04687-0.

Abstract

BACKGROUND

Acute respiratory distress syndrome (ARDS) subphenotypes differ in outcomes and treatment responses. Subphenotypes in high-flow nasal oxygen (HFNO)-treated ARDS patients have not been investigated.

OBJECTIVES

To identify biological subphenotypes in HFNO-treated ARDS patients.

METHODS

Secondary analysis of a prospective multicenter observational study including ARDS patients supported with HFNO. Plasma inflammation markers (interleukin [IL]-6, IL-8, and IL-33 and soluble suppression of tumorigenicity-2 [sST2]) and lung epithelial (receptor for advanced glycation end products [RAGE] and surfactant protein D [SP-D]) and endothelial (angiopoietin-2 [Ang-2]) injury were measured. These biomarkers and bicarbonate were used in K-means cluster analysis to identify subphenotypes. Logistic regression was performed on biomarker combinations to predict clustering. We chose the model with the best AUROC and the lowest number of variables. This model was used to describe the HAIS (High-flow ARDS Inflammatory Subphenotype) score.

RESULTS

Among 41 HFNO patients, two subphenotypes were identified. Hyperinflammatory subphenotype (n = 17) showed higher biomarker levels than hypoinflammatory (n = 24). Despite similar baseline characteristics, the hyperinflammatory subphenotype had higher 60-day mortality (47 vs 8.3% p = 0.014) and longer ICU length of stay (22.0 days [18.0-30.0] vs 39.5 [25.5-60.0], p = 0.034). The HAIS score, based on IL-8 and sST2, accurately distinguished subphenotypes (AUROC 0.96 [95%CI: 0.90-1.00]). A HAIS score ≥ 7.45 was predictor of hyperinflammatory subphenotype.

CONCLUSION

ARDS patients treated with HFNO exhibit two biological subphenotypes that have similar clinical characteristics, but hyperinflammatory patients have worse outcomes. The HAIS score may identify patients with hyperinflammatory subphenotype and might be used for enrichment strategies in future clinical trials.

摘要

背景

急性呼吸窘迫综合征(ARDS)亚表型在结局和治疗反应上存在差异。高流量鼻氧(HFNO)治疗的 ARDS 患者的亚表型尚未得到研究。

目的

确定 HFNO 治疗的 ARDS 患者的生物学亚表型。

方法

对一项前瞻性多中心观察性研究进行二次分析,该研究纳入了接受 HFNO 支持的 ARDS 患者。测量血浆炎症标志物(白细胞介素[IL]-6、IL-8 和 IL-33 以及可溶性肿瘤抑制物 2 [sST2])和肺上皮(晚期糖基化终产物受体 [RAGE] 和表面活性蛋白 D [SP-D])以及内皮(血管生成素-2 [Ang-2])损伤标志物。使用 K-均值聚类分析对这些生物标志物和碳酸氢盐进行分析,以确定亚表型。对生物标志物组合进行逻辑回归以预测聚类。我们选择 AUC 最高且变量数最少的模型。该模型用于描述 HAIS(高流量 ARDS 炎症亚表型)评分。

结果

在 41 例 HFNO 患者中,确定了两种亚表型。高炎症亚表型(n=17)的生物标志物水平高于低炎症亚表型(n=24)。尽管两组患者的基线特征相似,但高炎症亚表型的 60 天死亡率更高(47% vs 8.3%,p=0.014),ICU 住院时间更长(22.0 天[18.0-30.0] vs 39.5 [25.5-60.0],p=0.034)。基于 IL-8 和 sST2 的 HAIS 评分能够准确区分亚表型(AUROC 0.96 [95%CI:0.90-1.00])。HAIS 评分≥7.45 是高炎症亚表型的预测因子。

结论

接受 HFNO 治疗的 ARDS 患者表现出两种生物学亚表型,这些亚表型具有相似的临床特征,但高炎症亚表型患者的预后更差。HAIS 评分可能识别出高炎症亚表型患者,并且可能用于未来临床试验的富集策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b863/10619276/117650bfa1c6/13054_2023_4687_Fig1_HTML.jpg

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