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Heterogeneity of Paucigranulocytic Asthma: A Prospective Cohort Study with Hierarchical Cluster Analysis
- Source :
- The journal of allergy and clinical immunology. In practice. 9(6)
- Publication Year :
- 2020
-
Abstract
- 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.
- Subjects :
- medicine.medical_specialty
Population
03 medical and health sciences
FEV1/FVC ratio
0302 clinical medicine
Interquartile range
Internal medicine
medicine
Immunology and Allergy
Cluster Analysis
Humans
030212 general & internal medicine
Prospective Studies
education
Prospective cohort study
Asthma
COPD
education.field_of_study
business.industry
Sputum
medicine.disease
Phenotype
030228 respiratory system
Asthma Control Questionnaire
Relative risk
business
Subjects
Details
- ISSN :
- 22132201
- Volume :
- 9
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- The journal of allergy and clinical immunology. In practice
- Accession number :
- edsair.doi.dedup.....0391dff7b18c53a4e952edceddcb39a5