Heterogeneity of Paucigranulocytic Asthma: A Prospective Cohort Study with Hierarchical Cluster Analysis

哮喘 医学 恶化 相对风险 人口 内科学 星团(航天器) 前瞻性队列研究 队列 置信区间 病理 环境卫生 肺结核 计算机科学 程序设计语言
作者
Ke Deng,Xin Zhang,Ying Liu,Li Zhang,Gang Wang,Min Feng,Brian G. Oliver,Gang Wang,Philip M. Hansbro,Lin Qin,Min Xie,Zhi Hong Chen,Jodie L. Simpson,Jie Zhang,Wei Min Li,Gang Wang,Peter G. Gibson
出处
期刊:The Journal of Allergy and Clinical Immunology: In Practice [Elsevier]
卷期号:9 (6): 2344-2355 被引量:22
标识
DOI:10.1016/j.jaip.2021.01.004
摘要

Asthma, a heterogeneous disease, can be divided into 4 inflammatory phenotypes using induced sputum cell counts—eosinophilic asthma (EA), neutrophilic asthma (NA), mixed granulocytic asthma, and paucigranulocytic asthma (PGA). Although research has focused on EA and NA, there is little known about PGA. To study the heterogeneity of PGA and identify possible PGA clusters to guide clinical treatment. Patients with PGA were grouped by hierarchical cluster analysis and enrolled into a prospective cohort study to validate the clusters, relative to future risk of asthma exacerbations in a real-world setting. Clusters were validated by tree analysis in a separate population. Finally, we explored PGA stability. Cluster analysis of 145 patients with PGA identified 3 clusters: cluster 1 (n = 110, 75.9%) was “mild PGA,” cluster 2 (n = 20, 13.8%) was “PGA with psychological dysfunction and rhinoconjunctivitis and other allergic diseases,” and cluster 3 (n = 15, 10.3%) was “smoking-associated PGA.” Cluster 3 had significantly increased risk of severe exacerbation (relative risk [RR] = 6.43, P = .01), emergency visit (RR = 8.61, P = .03), and hospitalization (RR = 12.94, P < .01). Results of the cluster analysis were successfully validated in an independent PGA population classified using decision tree analysis. Although PGA can transform into or develop from other phenotypes, 70% were stable over time. Among 3 identified PGA clusters, cluster 3 had a higher risk of severe exacerbation. PGA heterogeneity indicates the requirement of novel targeted interventions.
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