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Biological clustering supports both "Dutch" and "British" hypotheses of asthma and chronic obstructive pulmonary disease

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posted on 2015-10-08, 11:06 authored by M. A. Ghebre, M. Bafadhel, D. Desai, S. E. Cohen, P. Newbold, L. Rapley, J. Woods, P. Rugman, I. D. Pavord, C. Newby, P. R. Burton, R. D. May, Christopher E. Brightling
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 TH2 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.

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Citation

Journal of Allergy and Clinical Immunology, 2015, 135 (1), pp. 63-72

Author affiliation

/Organisation/COLLEGE OF MEDICINE, BIOLOGICAL SCIENCES AND PSYCHOLOGY/School of Medicine/Department of Infection, Immunity and Inflammation

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  • VoR (Version of Record)

Published in

Journal of Allergy and Clinical Immunology

Publisher

Elsevier

eissn

1097-6825

Copyright date

2014

Available date

2015-10-08

Publisher version

http://www.sciencedirect.com/science/article/pii/S0091674914009518

Language

en

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