- Title
- Heterogeneity of paucigranulocytic asthma: a prospective cohort study with hierarchical cluster analysis
- Creator
- Deng, Ke; Zhang, Xin; Xie, Min; Chen, Zhi Hong; Simpson, Jodie; Zhang, Jie; Li, Wei Min; Wang, Gang; Gibson, Peter Gerard; Liu, Ying; Zhang, Li; Feng, Min; Oliver, Brian G.; Wang, Lei; Hansbro, Philip M.; Qin, Lin
- Relation
- Journal of Allergy and Clinical Immunology: In Practice Vol. 9, Issue 6, p. 2344-2355
- Publisher Link
- http://dx.doi.org/10.1016/j.jaip.2021.01.004
- Publisher
- Elsevier
- Resource Type
- journal article
- Date
- 2021
- Description
- Background: 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. Objective: To study the heterogeneity of PGA and identify possible PGA clusters to guide clinical treatment. Methods: 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. Results: 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. Conclusions: Among 3 identified PGA clusters, cluster 3 had a higher risk of severe exacerbation. PGA heterogeneity indicates the requirement of novel targeted interventions.
- Subject
- asthma; paucigranulocytic asthma; phenotypes; cluster analysis; heterogeneity; SDG 3; Sustainable Development Goals
- Identifier
- http://hdl.handle.net/1959.13/1461918
- Identifier
- uon:46337
- Identifier
- ISSN:2213-2198
- Language
- eng
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