Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.

Chronic obstructive pulmonary disease (COPD) is a complex and heterogeneous condition characterized by occasional exacerbations. Identifying clinical subtypes among patients experiencing COPD exacerbations (ECOPD) could help better understand the pathophysiologic mechanisms involved in exacerbations...

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Main Authors: Inmaculada Arostegui, Cristobal Esteban, Susana García-Gutierrez, Marisa Bare, Nerea Fernández-de-Larrea, Eduardo Briones, José M Quintana, IRYSS-COPD Group
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4044022?pdf=render
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spelling doaj-57bf4c56034d417ea0bc5e6a404de4232020-11-24T22:18:40ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0196e9858010.1371/journal.pone.0098580Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.Inmaculada ArosteguiCristobal EstebanSusana García-GutierrezMarisa BareNerea Fernández-de-LarreaEduardo BrionesJosé M QuintanaIRYSS-COPD GroupChronic obstructive pulmonary disease (COPD) is a complex and heterogeneous condition characterized by occasional exacerbations. Identifying clinical subtypes among patients experiencing COPD exacerbations (ECOPD) could help better understand the pathophysiologic mechanisms involved in exacerbations, establish different strategies of treatment, and improve the process of care and patient prognosis. The objective of this study was to identify subtypes of ECOPD patients attending emergency departments using clinical variables and to validate the results using several outcomes. We evaluated data collected as part of the IRYSS-COPD prospective cohort study conducted in 16 hospitals in Spain. Variables collected from ECOPD patients attending one of the emergency departments included arterial blood gases, presence of comorbidities, previous COPD treatment, baseline severity of COPD, and previous hospitalizations for ECOPD. Patient subtypes were identified by combining results from multiple correspondence analysis and cluster analysis. Results were validated using key outcomes of ECOPD evolution. Four ECOPD subtypes were identified based on the severity of the current exacerbation and general health status (largely a function of comorbidities): subtype A (n = 934), neither high comorbidity nor severe exacerbation; subtype B (n = 682), moderate comorbidities; subtype C (n = 562), severe comorbidities related to mortality; and subtype D (n = 309), very severe process of exacerbation, significantly related to mortality and admission to an intensive care unit. Subtype D experienced the highest rate of mortality, admission to an intensive care unit and need for noninvasive mechanical ventilation, followed by subtype C. Subtypes A and B were primarily related to other serious complications. Hospitalization rate was more than 50% for all the subtypes, although significantly higher for subtypes C and D than for subtypes A and B. These results could help identify characteristics to categorize ECOPD patients for more appropriate care, and help test interventions and treatments in subgroups with poor evolution and outcomes.http://europepmc.org/articles/PMC4044022?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Inmaculada Arostegui
Cristobal Esteban
Susana García-Gutierrez
Marisa Bare
Nerea Fernández-de-Larrea
Eduardo Briones
José M Quintana
IRYSS-COPD Group
spellingShingle Inmaculada Arostegui
Cristobal Esteban
Susana García-Gutierrez
Marisa Bare
Nerea Fernández-de-Larrea
Eduardo Briones
José M Quintana
IRYSS-COPD Group
Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
PLoS ONE
author_facet Inmaculada Arostegui
Cristobal Esteban
Susana García-Gutierrez
Marisa Bare
Nerea Fernández-de-Larrea
Eduardo Briones
José M Quintana
IRYSS-COPD Group
author_sort Inmaculada Arostegui
title Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
title_short Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
title_full Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
title_fullStr Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
title_full_unstemmed Subtypes of patients experiencing exacerbations of COPD and associations with outcomes.
title_sort subtypes of patients experiencing exacerbations of copd and associations with outcomes.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description Chronic obstructive pulmonary disease (COPD) is a complex and heterogeneous condition characterized by occasional exacerbations. Identifying clinical subtypes among patients experiencing COPD exacerbations (ECOPD) could help better understand the pathophysiologic mechanisms involved in exacerbations, establish different strategies of treatment, and improve the process of care and patient prognosis. The objective of this study was to identify subtypes of ECOPD patients attending emergency departments using clinical variables and to validate the results using several outcomes. We evaluated data collected as part of the IRYSS-COPD prospective cohort study conducted in 16 hospitals in Spain. Variables collected from ECOPD patients attending one of the emergency departments included arterial blood gases, presence of comorbidities, previous COPD treatment, baseline severity of COPD, and previous hospitalizations for ECOPD. Patient subtypes were identified by combining results from multiple correspondence analysis and cluster analysis. Results were validated using key outcomes of ECOPD evolution. Four ECOPD subtypes were identified based on the severity of the current exacerbation and general health status (largely a function of comorbidities): subtype A (n = 934), neither high comorbidity nor severe exacerbation; subtype B (n = 682), moderate comorbidities; subtype C (n = 562), severe comorbidities related to mortality; and subtype D (n = 309), very severe process of exacerbation, significantly related to mortality and admission to an intensive care unit. Subtype D experienced the highest rate of mortality, admission to an intensive care unit and need for noninvasive mechanical ventilation, followed by subtype C. Subtypes A and B were primarily related to other serious complications. Hospitalization rate was more than 50% for all the subtypes, although significantly higher for subtypes C and D than for subtypes A and B. These results could help identify characteristics to categorize ECOPD patients for more appropriate care, and help test interventions and treatments in subgroups with poor evolution and outcomes.
url http://europepmc.org/articles/PMC4044022?pdf=render
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