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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2019
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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. |
format | Online Article Text |
id | pubmed-6818100 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Dove |
record_format | MEDLINE/PubMed |
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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