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A score to predict short-term risk of COPD exacerbations (SCOPEX)

BACKGROUND: There is no clinically useful score to predict chronic obstructive pulmonary disease (COPD) exacerbations. We aimed to derive this by analyzing data from three existing COPD clinical trials of budesonide/formoterol, formoterol, or placebo in patients with moderate-to-very-severe COPD and...

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Autores principales: Make, Barry J, Eriksson, Göran, Calverley, Peter M, Jenkins, Christine R, Postma, Dirkje S, Peterson, Stefan, Östlund, Ollie, Anzueto, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4315304/
https://www.ncbi.nlm.nih.gov/pubmed/25670896
http://dx.doi.org/10.2147/COPD.S69589
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author Make, Barry J
Eriksson, Göran
Calverley, Peter M
Jenkins, Christine R
Postma, Dirkje S
Peterson, Stefan
Östlund, Ollie
Anzueto, Antonio
author_facet Make, Barry J
Eriksson, Göran
Calverley, Peter M
Jenkins, Christine R
Postma, Dirkje S
Peterson, Stefan
Östlund, Ollie
Anzueto, Antonio
author_sort Make, Barry J
collection PubMed
description BACKGROUND: There is no clinically useful score to predict chronic obstructive pulmonary disease (COPD) exacerbations. We aimed to derive this by analyzing data from three existing COPD clinical trials of budesonide/formoterol, formoterol, or placebo in patients with moderate-to-very-severe COPD and a history of exacerbations in the previous year. METHODS: Predictive variables were selected using Cox regression for time to first severe COPD exacerbation. We determined absolute risk estimates for an exacerbation by identifying variables in a binomial model, adjusting for observation time, study, and treatment. The model was further reduced to clinically useful variables and the final regression coefficients scaled to obtain risk scores of 0–100 to predict an exacerbation within 6 months. Receiver operating characteristic (ROC) curves and the corresponding C-index were used to investigate the discriminatory properties of predictive variables. RESULTS: The best predictors of an exacerbation in the next 6 months were more COPD maintenance medications prior to the trial, higher mean daily reliever use, more exacerbations during the previous year, lower forced expiratory volume in 1 second/forced vital capacity ratio, and female sex. Using these risk variables, we developed a score to predict short-term (6-month) risk of COPD exacerbations (SCOPEX). Budesonide/formoterol reduced future exacerbation risk more than formoterol or as-needed short-acting β(2)-agonist (salbutamol). CONCLUSION: SCOPEX incorporates easily identifiable patient characteristics and can be readily applied in clinical practice to target therapy to reduce COPD exacerbations in patients at the highest risk.
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spelling pubmed-43153042015-02-10 A score to predict short-term risk of COPD exacerbations (SCOPEX) Make, Barry J Eriksson, Göran Calverley, Peter M Jenkins, Christine R Postma, Dirkje S Peterson, Stefan Östlund, Ollie Anzueto, Antonio Int J Chron Obstruct Pulmon Dis Original Research BACKGROUND: There is no clinically useful score to predict chronic obstructive pulmonary disease (COPD) exacerbations. We aimed to derive this by analyzing data from three existing COPD clinical trials of budesonide/formoterol, formoterol, or placebo in patients with moderate-to-very-severe COPD and a history of exacerbations in the previous year. METHODS: Predictive variables were selected using Cox regression for time to first severe COPD exacerbation. We determined absolute risk estimates for an exacerbation by identifying variables in a binomial model, adjusting for observation time, study, and treatment. The model was further reduced to clinically useful variables and the final regression coefficients scaled to obtain risk scores of 0–100 to predict an exacerbation within 6 months. Receiver operating characteristic (ROC) curves and the corresponding C-index were used to investigate the discriminatory properties of predictive variables. RESULTS: The best predictors of an exacerbation in the next 6 months were more COPD maintenance medications prior to the trial, higher mean daily reliever use, more exacerbations during the previous year, lower forced expiratory volume in 1 second/forced vital capacity ratio, and female sex. Using these risk variables, we developed a score to predict short-term (6-month) risk of COPD exacerbations (SCOPEX). Budesonide/formoterol reduced future exacerbation risk more than formoterol or as-needed short-acting β(2)-agonist (salbutamol). CONCLUSION: SCOPEX incorporates easily identifiable patient characteristics and can be readily applied in clinical practice to target therapy to reduce COPD exacerbations in patients at the highest risk. Dove Medical Press 2015-01-27 /pmc/articles/PMC4315304/ /pubmed/25670896 http://dx.doi.org/10.2147/COPD.S69589 Text en © 2015 Make et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Make, Barry J
Eriksson, Göran
Calverley, Peter M
Jenkins, Christine R
Postma, Dirkje S
Peterson, Stefan
Östlund, Ollie
Anzueto, Antonio
A score to predict short-term risk of COPD exacerbations (SCOPEX)
title A score to predict short-term risk of COPD exacerbations (SCOPEX)
title_full A score to predict short-term risk of COPD exacerbations (SCOPEX)
title_fullStr A score to predict short-term risk of COPD exacerbations (SCOPEX)
title_full_unstemmed A score to predict short-term risk of COPD exacerbations (SCOPEX)
title_short A score to predict short-term risk of COPD exacerbations (SCOPEX)
title_sort score to predict short-term risk of copd exacerbations (scopex)
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4315304/
https://www.ncbi.nlm.nih.gov/pubmed/25670896
http://dx.doi.org/10.2147/COPD.S69589
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