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A clustering approach to identify and characterize the asthma and chronic obstructive pulmonary disease overlap phenotype.

Authors :
Hirai, K.
Shirai, T.
Suzuki, M.
Akamatsu, T.
Suzuki, T.
Hayashi, I.
Yamamoto, A.
Akita, T.
Morita, S.
Asada, K.
Tsuji, D.
Inoue, K.
Itoh, K.
Source :
Clinical & Experimental Allergy. Nov2017, Vol. 47 Issue 11, p1374-1382. 9p.
Publication Year :
2017

Abstract

Background Asthma and chronic obstructive pulmonary disease ( COPD) are heterogeneous diseases. The phenotypes that have clinical features of both asthma and COPD are still incompletely understood. Objective To clarify the best discriminators of the asthma- COPD overlap phenotype from asthma and COPD subgroups using a clustering approach. Methods This study assessed pathophysiological parameters, including mRNA expression levels of T helper cell-related transcription factors, namely TBX21 (Th1), GATA3 (Th2), RORC (Th17) and FOXP3 (Treg), in peripheral blood mononuclear cells in asthma patients (n=152) and in COPD patients (n=50). Clusters were determined using k-means clustering. Exacerbations of asthma and COPD were recorded during the 1-year follow-up period. Results The cluster analysis revealed four biological clusters: cluster 1, predominantly patients with COPD; cluster 2, patients with an asthma- COPD overlap phenotype; cluster 3, patients with non-atopic and late-onset asthma; and cluster 4, patients with early-onset atopic asthma. Hazard ratios for exacerbation were 2.5 (95% confidence interval [ CI], 1.1-5.6) in cluster 1 and 2.3 (95% CI, 1.0-5.0) in cluster 2 compared with patients in other clusters. Cluster 2 was discriminated from other clusters by total serum IgE level ≥310 IU/ mL, blood eosinophil counts ≥280 cells/μL, a higher ratio of TBX21/ GATA3, FEV1/ FVC ratio <0.67 and smoking ≥10 pack-years with an area under the curve of 0.94 (95% CI, 0.90-0.98) in the receiver operating characteristic analysis. Conclusions and Clinical Relevance The asthma- COPD overlap phenotype was characterized by peripheral blood eosinophilia and higher levels of IgE despite the Th2-low endotype. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09547894
Volume :
47
Issue :
11
Database :
Academic Search Index
Journal :
Clinical & Experimental Allergy
Publication Type :
Academic Journal
Accession number :
125929249
Full Text :
https://doi.org/10.1111/cea.12970