A clustering approach to identify and characterize the asthma and chronic obstructive pulmonary disease overlap phenotype. Issue 11 (1st August 2017)
- Record Type:
- Journal Article
- Title:
- A clustering approach to identify and characterize the asthma and chronic obstructive pulmonary disease overlap phenotype. Issue 11 (1st August 2017)
- Main Title:
- 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. - Abstract:
- Summary: 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,Summary: 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. … (more)
- Is Part Of:
- Clinical & experimental allergy. Volume 47:Issue 11(2017)
- Journal:
- Clinical & experimental allergy
- Issue:
- Volume 47:Issue 11(2017)
- Issue Display:
- Volume 47, Issue 11 (2017)
- Year:
- 2017
- Volume:
- 47
- Issue:
- 11
- Issue Sort Value:
- 2017-0047-0011-0000
- Page Start:
- 1374
- Page End:
- 1382
- Publication Date:
- 2017-08-01
- Subjects:
- asthma‐COPD overlap syndrome -- eosinophils -- exacerbation -- IgE -- quality‐of‐life -- T‐cell transcription factors
Allergy -- Periodicals
Immunology -- Periodicals
616.97 - Journal URLs:
- http://www.blackwellpublishing.com/journal.asp?ref=0954-7894&site=1 ↗
http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1365-2222 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/cea.12970 ↗
- Languages:
- English
- ISSNs:
- 0954-7894
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3286.249700
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