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A clustering approach to identify and characterize the asthma and chronic obstructive pulmonary disease overlap phenotype.
- 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]
- Subjects :
- *ASTHMA
*OBSTRUCTIVE lung diseases
*PHENOTYPES
*MESSENGER RNA
*T helper cells
Subjects
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