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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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Autores principales: Arostegui, Inmaculada, Esteban, Cristobal, García-Gutierrez, Susana, Bare, Marisa, Fernández-de-Larrea, Nerea, Briones, Eduardo, Quintana, José M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4044022/
https://www.ncbi.nlm.nih.gov/pubmed/24892936
http://dx.doi.org/10.1371/journal.pone.0098580
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author Arostegui, Inmaculada
Esteban, Cristobal
García-Gutierrez, Susana
Bare, Marisa
Fernández-de-Larrea, Nerea
Briones, Eduardo
Quintana, José M.
author_facet Arostegui, Inmaculada
Esteban, Cristobal
García-Gutierrez, Susana
Bare, Marisa
Fernández-de-Larrea, Nerea
Briones, Eduardo
Quintana, José M.
author_sort Arostegui, Inmaculada
collection PubMed
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.
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spelling pubmed-40440222014-06-09 Subtypes of Patients Experiencing Exacerbations of COPD and Associations with Outcomes Arostegui, Inmaculada Esteban, Cristobal García-Gutierrez, Susana Bare, Marisa Fernández-de-Larrea, Nerea Briones, Eduardo Quintana, José M. PLoS One Research Article 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. Public Library of Science 2014-06-03 /pmc/articles/PMC4044022/ /pubmed/24892936 http://dx.doi.org/10.1371/journal.pone.0098580 Text en © 2014 Arostegui et al http://creativecommons.org/licenses/by/4.0/ This 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 author and source are properly credited.
spellingShingle Research Article
Arostegui, Inmaculada
Esteban, Cristobal
García-Gutierrez, Susana
Bare, Marisa
Fernández-de-Larrea, Nerea
Briones, Eduardo
Quintana, José M.
Subtypes of Patients Experiencing Exacerbations of COPD and Associations with Outcomes
title 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_short Subtypes of Patients Experiencing Exacerbations of COPD and Associations with Outcomes
title_sort subtypes of patients experiencing exacerbations of copd and associations with outcomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4044022/
https://www.ncbi.nlm.nih.gov/pubmed/24892936
http://dx.doi.org/10.1371/journal.pone.0098580
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