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Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease
BACKGROUND: Asthma and chronic obstructive pulmonary disease (COPD) are heterogeneous diseases. OBJECTIVE: We sought to determine, in terms of their sputum cellular and mediator profiles, the extent to which they represent distinct or overlapping conditions supporting either the “British” or “Dutch”...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mosby
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4282726/ https://www.ncbi.nlm.nih.gov/pubmed/25129678 http://dx.doi.org/10.1016/j.jaci.2014.06.035 |
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author | Ghebre, Michael A. Bafadhel, Mona Desai, Dhananjay Cohen, Suzanne E. Newbold, Paul Rapley, Laura Woods, Jo Rugman, Paul Pavord, Ian D. Newby, Chris Burton, Paul R. May, Richard D. Brightling, Chris E. |
author_facet | Ghebre, Michael A. Bafadhel, Mona Desai, Dhananjay Cohen, Suzanne E. Newbold, Paul Rapley, Laura Woods, Jo Rugman, Paul Pavord, Ian D. Newby, Chris Burton, Paul R. May, Richard D. Brightling, Chris E. |
author_sort | Ghebre, Michael A. |
collection | PubMed |
description | BACKGROUND: Asthma and chronic obstructive pulmonary disease (COPD) are heterogeneous diseases. OBJECTIVE: We sought to determine, in terms of their sputum cellular and mediator profiles, the extent to which they represent distinct or overlapping conditions supporting either the “British” or “Dutch” hypotheses of airway disease pathogenesis. METHODS: We compared the clinical and physiological characteristics and sputum mediators between 86 subjects with severe asthma and 75 with moderate-to-severe COPD. Biological subgroups were determined using factor and cluster analyses on 18 sputum cytokines. The subgroups were validated on independent severe asthma (n = 166) and COPD (n = 58) cohorts. Two techniques were used to assign the validation subjects to subgroups: linear discriminant analysis, or the best identified discriminator (single cytokine) in combination with subject disease status (asthma or COPD). RESULTS: Discriminant analysis distinguished severe asthma from COPD completely using a combination of clinical and biological variables. Factor and cluster analyses of the sputum cytokine profiles revealed 3 biological clusters: cluster 1: asthma predominant, eosinophilic, high T(H)2 cytokines; cluster 2: asthma and COPD overlap, neutrophilic; cluster 3: COPD predominant, mixed eosinophilic and neutrophilic. Validation subjects were classified into 3 subgroups using discriminant analysis, or disease status with a binary assessment of sputum IL-1β expression. Sputum cellular and cytokine profiles of the validation subgroups were similar to the subgroups from the test study. CONCLUSIONS: Sputum cytokine profiling can determine distinct and overlapping groups of subjects with asthma and COPD, supporting both the British and Dutch hypotheses. These findings may contribute to improved patient classification to enable stratified medicine. |
format | Online Article Text |
id | pubmed-4282726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Mosby |
record_format | MEDLINE/PubMed |
spelling | pubmed-42827262015-01-05 Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease Ghebre, Michael A. Bafadhel, Mona Desai, Dhananjay Cohen, Suzanne E. Newbold, Paul Rapley, Laura Woods, Jo Rugman, Paul Pavord, Ian D. Newby, Chris Burton, Paul R. May, Richard D. Brightling, Chris E. J Allergy Clin Immunol Asthma and Lower Airway Disease BACKGROUND: Asthma and chronic obstructive pulmonary disease (COPD) are heterogeneous diseases. OBJECTIVE: We sought to determine, in terms of their sputum cellular and mediator profiles, the extent to which they represent distinct or overlapping conditions supporting either the “British” or “Dutch” hypotheses of airway disease pathogenesis. METHODS: We compared the clinical and physiological characteristics and sputum mediators between 86 subjects with severe asthma and 75 with moderate-to-severe COPD. Biological subgroups were determined using factor and cluster analyses on 18 sputum cytokines. The subgroups were validated on independent severe asthma (n = 166) and COPD (n = 58) cohorts. Two techniques were used to assign the validation subjects to subgroups: linear discriminant analysis, or the best identified discriminator (single cytokine) in combination with subject disease status (asthma or COPD). RESULTS: Discriminant analysis distinguished severe asthma from COPD completely using a combination of clinical and biological variables. Factor and cluster analyses of the sputum cytokine profiles revealed 3 biological clusters: cluster 1: asthma predominant, eosinophilic, high T(H)2 cytokines; cluster 2: asthma and COPD overlap, neutrophilic; cluster 3: COPD predominant, mixed eosinophilic and neutrophilic. Validation subjects were classified into 3 subgroups using discriminant analysis, or disease status with a binary assessment of sputum IL-1β expression. Sputum cellular and cytokine profiles of the validation subgroups were similar to the subgroups from the test study. CONCLUSIONS: Sputum cytokine profiling can determine distinct and overlapping groups of subjects with asthma and COPD, supporting both the British and Dutch hypotheses. These findings may contribute to improved patient classification to enable stratified medicine. Mosby 2015-01 /pmc/articles/PMC4282726/ /pubmed/25129678 http://dx.doi.org/10.1016/j.jaci.2014.06.035 Text en © 2014 The Authors http://creativecommons.org/licenses/by/3.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Asthma and Lower Airway Disease Ghebre, Michael A. Bafadhel, Mona Desai, Dhananjay Cohen, Suzanne E. Newbold, Paul Rapley, Laura Woods, Jo Rugman, Paul Pavord, Ian D. Newby, Chris Burton, Paul R. May, Richard D. Brightling, Chris E. Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title | Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title_full | Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title_fullStr | Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title_full_unstemmed | Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title_short | Biological clustering supports both “Dutch” and “British” hypotheses of asthma and chronic obstructive pulmonary disease |
title_sort | biological clustering supports both “dutch” and “british” hypotheses of asthma and chronic obstructive pulmonary disease |
topic | Asthma and Lower Airway Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4282726/ https://www.ncbi.nlm.nih.gov/pubmed/25129678 http://dx.doi.org/10.1016/j.jaci.2014.06.035 |
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