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

被引:108
作者
Ghebre, Michael A. [1 ,2 ,3 ]
Bafadhel, Mona [4 ]
Desai, Dhananjay [1 ,2 ]
Cohen, Suzanne E. [5 ]
Newbold, Paul [5 ]
Rapley, Laura [5 ]
Woods, Jo [5 ]
Rugman, Paul [5 ]
Pavord, Ian D. [4 ]
Newby, Chris [1 ,2 ,3 ]
Burton, Paul R. [3 ,6 ]
May, Richard D. [5 ]
Brightling, Chris E. [1 ,2 ]
机构
[1] Univ Leicester, Inst Lung Hlth, Dept Infect Immun & Inflammat, Leicester, Leics, England
[2] Univ Hosp Leicester, NIHR Resp Biomed Res Unit, Leicester LE3 9QP, Leics, England
[3] Univ Leicester, Dept Hlth Sci, Leicester, Leics, England
[4] Univ Oxford, Nuffield Dept Clin Med, Dept Resp Med, Oxford, England
[5] MedImmune Ltd, Cambridge, England
[6] Univ Bristol, Sch Social & Community Med, Bristol BS8 1TH, Avon, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
Asthma and COPD overlap; cytokines; factor and cluster analyses; PLACEBO-CONTROLLED TRIAL; RANDOMIZED CONTROLLED-TRIAL; SHORT-TERM RESPONSE; DOUBLE-BLIND; EOSINOPHILIC ASTHMA; SPUTUM-EOSINOPHILIA; EXACERBATIONS; PHENOTYPES; COPD; IDENTIFICATION;
D O I
10.1016/j.jaci.2014.06.035
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
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-1 beta 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.
引用
收藏
页码:63 / U507
页数:20
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