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External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort

BACKGROUND: Reviews suggest that the ADO score is the most discriminatory prognostic score for predicting mortality among chronic obstructive pulmonary disease (COPD) patients, but a full evaluation and external validation within primary care settings is critical before implementation. OBJECTIVES: T...

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Autores principales: Keene, Spencer J, Jordan, Rachel E, Franssen, Frits ME, de Vries, Frank, Martin, James, Sitch, Alice, Turner, Alice Margaret, Dickens, Andrew P, Fitzmaurice, David, Adab, Peymane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818100/
https://www.ncbi.nlm.nih.gov/pubmed/31749613
http://dx.doi.org/10.2147/COPD.S212381
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author Keene, Spencer J
Jordan, Rachel E
Franssen, Frits ME
de Vries, Frank
Martin, James
Sitch, Alice
Turner, Alice Margaret
Dickens, Andrew P
Fitzmaurice, David
Adab, Peymane
author_facet Keene, Spencer J
Jordan, Rachel E
Franssen, Frits ME
de Vries, Frank
Martin, James
Sitch, Alice
Turner, Alice Margaret
Dickens, Andrew P
Fitzmaurice, David
Adab, Peymane
author_sort Keene, Spencer J
collection PubMed
description BACKGROUND: Reviews suggest that the ADO score is the most discriminatory prognostic score for predicting mortality among chronic obstructive pulmonary disease (COPD) patients, but a full evaluation and external validation within primary care settings is critical before implementation. OBJECTIVES: To validate the ADO score in prevalent and screen-detected primary care COPD cases at 3 years and at shorter time periods. PATIENTS AND METHODS: One thousand eight hundred and ninety-two COPD cases were recruited between 2012 and 2014 from 71 United Kingdom general practices as part of the Birmingham COPD Cohort study. Cases were either on the practice COPD register or screen-detected. We validated the ADO score for predicting 3-year mortality with 1-year and 2-year mortality as secondary endpoints using discrimination (area-under-the-curve (AUC)) and calibration plots. RESULTS: One hundred and fifty-four deaths occurred within 3 years. The ADO score was discriminatory for predicting 3-year mortality (AUC= 0.74; 95% CI: 0.69–0.79). Similar performance was found for 1- (AUC= 0.73; 0.66–0.80) and 2-year mortality (0.72; 0.67–0.76). The ADO score showed reasonable calibration for predicting 3-year mortality (calibration slope 0.95; 0.70–1.19) but over-predicted in cases with higher predicted risks of mortality at 1 (0.79; 0.45–1.13) and 2-year (0.79; 0.57–1.01) mortality. DISCUSSION: The ADO score showed promising discrimination in predicting 3-year mortality in a primary care population including screen-detected cases. It may need to be recalibrated if it is used to provide risk predictions for 1- or 2-year mortality since, in these time-periods, over-prediction was evident, especially in cases with higher predicted mortality risks.
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spelling pubmed-68181002019-11-20 External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort Keene, Spencer J Jordan, Rachel E Franssen, Frits ME de Vries, Frank Martin, James Sitch, Alice Turner, Alice Margaret Dickens, Andrew P Fitzmaurice, David Adab, Peymane Int J Chron Obstruct Pulmon Dis Original Research BACKGROUND: Reviews suggest that the ADO score is the most discriminatory prognostic score for predicting mortality among chronic obstructive pulmonary disease (COPD) patients, but a full evaluation and external validation within primary care settings is critical before implementation. OBJECTIVES: To validate the ADO score in prevalent and screen-detected primary care COPD cases at 3 years and at shorter time periods. PATIENTS AND METHODS: One thousand eight hundred and ninety-two COPD cases were recruited between 2012 and 2014 from 71 United Kingdom general practices as part of the Birmingham COPD Cohort study. Cases were either on the practice COPD register or screen-detected. We validated the ADO score for predicting 3-year mortality with 1-year and 2-year mortality as secondary endpoints using discrimination (area-under-the-curve (AUC)) and calibration plots. RESULTS: One hundred and fifty-four deaths occurred within 3 years. The ADO score was discriminatory for predicting 3-year mortality (AUC= 0.74; 95% CI: 0.69–0.79). Similar performance was found for 1- (AUC= 0.73; 0.66–0.80) and 2-year mortality (0.72; 0.67–0.76). The ADO score showed reasonable calibration for predicting 3-year mortality (calibration slope 0.95; 0.70–1.19) but over-predicted in cases with higher predicted risks of mortality at 1 (0.79; 0.45–1.13) and 2-year (0.79; 0.57–1.01) mortality. DISCUSSION: The ADO score showed promising discrimination in predicting 3-year mortality in a primary care population including screen-detected cases. It may need to be recalibrated if it is used to provide risk predictions for 1- or 2-year mortality since, in these time-periods, over-prediction was evident, especially in cases with higher predicted mortality risks. Dove 2019-10-24 /pmc/articles/PMC6818100/ /pubmed/31749613 http://dx.doi.org/10.2147/COPD.S212381 Text en © 2019 Keene et al. http://creativecommons.org/licenses/by/4.0/ This work is published by Dove Medical Press Limited, and licensed under a Creative Commons Attribution License. The full terms of the License are available at http://creativecommons.org/licenses/by/4.0/. The license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Original Research
Keene, Spencer J
Jordan, Rachel E
Franssen, Frits ME
de Vries, Frank
Martin, James
Sitch, Alice
Turner, Alice Margaret
Dickens, Andrew P
Fitzmaurice, David
Adab, Peymane
External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title_full External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title_fullStr External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title_full_unstemmed External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title_short External Validation Of The Updated ADO Score In COPD Patients From The Birmingham COPD Cohort
title_sort external validation of the updated ado score in copd patients from the birmingham copd cohort
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818100/
https://www.ncbi.nlm.nih.gov/pubmed/31749613
http://dx.doi.org/10.2147/COPD.S212381
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