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国际严重哮喘登记处炎症生物标志物表达的聚类分析。

Cluster Analysis of Inflammatory Biomarker Expression in the International Severe Asthma Registry.

机构信息

Allergy, Asthma, and Clinical Immunology, Alfred Health, Melbourne, Australia; Public Health and Preventive Medicine, Monash University, Melbourne, Australia.

Optimum Patient Care, Cambridge, UK; Observational and Pragmatic Research Institute, Singapore, Singapore; Centre of Academic Primary Care, Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK.

出版信息

J Allergy Clin Immunol Pract. 2021 Jul;9(7):2680-2688.e7. doi: 10.1016/j.jaip.2021.02.059. Epub 2021 Mar 18.

Abstract

BACKGROUND

Allergy, eosinophilic inflammation, and epithelial dysregulation are implicated in severe asthma pathogenesis.

OBJECTIVE

We characterized biomarker expression in adults with severe asthma.

METHODS

Within the International Severe Asthma Registry (ISAR), we analyzed data from 10 countries in North America, Europe, and Asia, with prespecified thresholds for biomarker positivity (serum IgE ≥ 75 kU/L, blood eosinophils ≥ 300 cells/μL, and FeNO ≥ 25 ppb), and with hierarchical cluster analysis using biomarkers as continuous variables.

RESULTS

Of 1,175 patients; 64% were female, age (mean ± SD) 53 ± 15 years, body mass index (BMI) 30 ± 8, postbronchodilator forced expiratory volume in 1 second (FEV) predicted 72% ± 20%. By prespecified thresholds, 59% were IgE positive, 57% eosinophil positive, and 58% FeNO positive. There was substantial inflammatory biomarker overlap; 59% were positive for either 2 or 3 biomarkers. Five distinct clusters were identified: cluster 1 (61%, low-to-medium biomarkers) comprised highly symptomatic, older females with elevated BMI and frequent exacerbations; cluster 2 (18%, elevated eosinophils and FeNO) older females with lower BMI and frequent exacerbations; cluster 3 (14%, extremely high FeNO) older, highly symptomatic, lower BMI, and preserved lung function; cluster 4 (6%, extremely high IgE) younger, long duration of asthma, elevated BMI, and poor lung function; cluster 5 (1.2%, extremely high eosinophils) younger males with low BMI, poor lung function, and high burden of sinonasal disease and polyposis.

CONCLUSIONS

There is significant overlap of biomarker positivity in severe asthma. Distinct clusters according to biomarker expression exhibit unique clinical characteristics, suggesting the occurrence of discrete patterns of underlying inflammatory pathway activation and providing pathogenic insights relevant to the era of monoclonal biologics.

摘要

背景

过敏、嗜酸性粒细胞炎症和上皮失调与重度哮喘的发病机制有关。

目的

我们对重度哮喘患者的生物标志物表达进行了特征描述。

方法

在国际重度哮喘登记处(ISAR)中,我们分析了来自北美、欧洲和亚洲 10 个国家的数据,这些数据有生物标志物阳性的预设阈值(血清 IgE≥75 kU/L、血液嗜酸性粒细胞≥300 个/μL 和 FeNO≥25 ppb),并使用生物标志物作为连续变量进行了层次聚类分析。

结果

在 1175 名患者中;64%为女性,年龄(平均值±标准差)为 53±15 岁,体重指数(BMI)为 30±8,支气管扩张剂后 1 秒用力呼气量(FEV)预计值为 72%±20%。根据预设的阈值,59%为 IgE 阳性,57%为嗜酸性粒细胞阳性,58%为 FeNO 阳性。存在大量炎症生物标志物重叠;59%存在 2 种或 3 种标志物阳性。鉴定出 5 个不同的聚类:聚类 1(61%,中低水平的标志物)由症状严重、年龄较大的女性组成,这些女性 BMI 较高,且频繁发生恶化;聚类 2(18%,嗜酸性粒细胞和 FeNO 升高)由年龄较大的女性组成,BMI 较低,且频繁恶化;聚类 3(14%,极高的 FeNO)由年龄较大、症状严重、BMI 较低、肺功能保留的患者组成;聚类 4(6%,极高的 IgE)由年轻、哮喘持续时间长、BMI 升高且肺功能差的患者组成;聚类 5(1.2%,极高的嗜酸性粒细胞)由年轻男性组成,这些男性 BMI 较低、肺功能较差,且伴有严重的鼻窦疾病和息肉病。

结论

重度哮喘患者的生物标志物阳性存在显著重叠。根据生物标志物表达情况确定的不同聚类具有独特的临床特征,表明存在不同的潜在炎症途径激活模式,并为单克隆生物制剂时代提供了相关的发病机制见解。

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