Derivation and Validation of Clinical Phenotypes for COPD: A Systematic Review
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Journal titleRespiratory Research
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AbstractBackground: The traditional classification of COPD, which relies solely on spirometry, fails to account for the complexity and heterogeneity of the disease. Phenotyping is a method that attempts to derive a single or combination of disease attributes that are associated with clinically meaningful outcomes. Deriving phenotypes entails the use of cluster analyses, and helps individualize patient management by identifying groups of individuals with similar characteristics. We aimed to systematically review the literature for studies that had derived such phenotypes using unsupervised methods. Methods: Two independent reviewers systematically searched multiple databases for studies that performed validated statistical analyses, free of definitive pre-determined hypotheses, to derive phenotypes among patients with COPD. Data were extracted independently. Results: 9156 citations were retrieved, of which, 8 studies were included. The number of subjects ranged from 213 to 1543. Most studies appeared to be biased: patients were more likely males, with severe disease, and recruited in tertiary care settings. Statistical methods used to derive phenotypes varied by study. The number of phenotypes identified ranged from 2 to 5. Two phenotypes, with poor longitudinal health outcomes, were common across multiple studies: young patients with severe respiratory disease, few cardiovascular co-morbidities, poor nutritional status and poor health status, and a phenotype of older patients with moderate respiratory disease, obesity, cardiovascular and metabolic co-morbidities. Conclusions: The recognition that two phenotypes of COPD were often reported may have clinical implications for altering the course of the disease. This review also provided important information on limitations of phenotype studies in COPD and the need for improvement in future studies.
CitationRespiratory Research 2015, 16 :50 doi:10.1186/s12931-015-0208-4 The electronic version of this article is the complete one and can be found online at: http://respiratory-research.com/content/16/1/50 © 2015 Pinto et al.
DescriptionThis is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver applies to the data made available in this article, unless otherwise stated. http://creativecommons.org/licenses/by/4.0 http://creativecommons.org/licenses/by/4.0 http://creativecommons.org/publicdomain/zero/1.0 --- Dr. Tasneem Zaihra was a member of the School of PH & OT, Faculty of Medicine, McGill University, Quebec, Canada and Division of Clinical Epidemiology, McGill University Health Centre, Montreal, Quebec, Canada when the article was written, and is now on the faculty of The College at Brockport.