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A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters
No validated screening method currently exists for Chronic Obstructive Pulmonary Disease (COPD) in smokers. Therefore, we constructed a predictive model with simple parameters that can be applied for COPD screening to detect fixed airflow limitation. This observational cross-sectional study included...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127215/ https://www.ncbi.nlm.nih.gov/pubmed/30190580 http://dx.doi.org/10.1038/s41598-018-31198-8 |
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author | Román-Conejos, Esther Palazón-Bru, Antonio Folgado-de la Rosa, David Manuel Sánchez-Molla, Manuel Rizo-Baeza, María Mercedes Gil-Guillén, Vicente Francisco Cortés-Castell, Ernesto |
author_facet | Román-Conejos, Esther Palazón-Bru, Antonio Folgado-de la Rosa, David Manuel Sánchez-Molla, Manuel Rizo-Baeza, María Mercedes Gil-Guillén, Vicente Francisco Cortés-Castell, Ernesto |
author_sort | Román-Conejos, Esther |
collection | PubMed |
description | No validated screening method currently exists for Chronic Obstructive Pulmonary Disease (COPD) in smokers. Therefore, we constructed a predictive model with simple parameters that can be applied for COPD screening to detect fixed airflow limitation. This observational cross-sectional study included a random sample of 222 smokers with no previous diagnosis of COPD undertaken in a Spanish region in 2014–2016. The main variable was fixed airflow limitation by spirometry. The secondary variables (COPD factors) were: age, gender, smoking (pack-years and Fagerström test), body mass index, educational level, respiratory symptoms and exacerbations. A points system was developed to predict fixed airflow limitation based on secondary variables. The model was validated internally through bootstrapping, determining discrimination and calibration. The system was then integrated into a mobile application for Android. Fifty-seven patients (25.7%) presented fixed airflow limitation. The points system included as predictors: age, pack-years, Fagerström test and presence of respiratory symptoms. Internal validation of the system was very satisfactory, both in discrimination and calibration. In conclusion, a points system has been constructed to predict fixed airflow limitation in smokers with no previous COPD. This system can be integrated as a screening tool, though it should be externally validated in other geographical regions. |
format | Online Article Text |
id | pubmed-6127215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61272152018-09-10 A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters Román-Conejos, Esther Palazón-Bru, Antonio Folgado-de la Rosa, David Manuel Sánchez-Molla, Manuel Rizo-Baeza, María Mercedes Gil-Guillén, Vicente Francisco Cortés-Castell, Ernesto Sci Rep Article No validated screening method currently exists for Chronic Obstructive Pulmonary Disease (COPD) in smokers. Therefore, we constructed a predictive model with simple parameters that can be applied for COPD screening to detect fixed airflow limitation. This observational cross-sectional study included a random sample of 222 smokers with no previous diagnosis of COPD undertaken in a Spanish region in 2014–2016. The main variable was fixed airflow limitation by spirometry. The secondary variables (COPD factors) were: age, gender, smoking (pack-years and Fagerström test), body mass index, educational level, respiratory symptoms and exacerbations. A points system was developed to predict fixed airflow limitation based on secondary variables. The model was validated internally through bootstrapping, determining discrimination and calibration. The system was then integrated into a mobile application for Android. Fifty-seven patients (25.7%) presented fixed airflow limitation. The points system included as predictors: age, pack-years, Fagerström test and presence of respiratory symptoms. Internal validation of the system was very satisfactory, both in discrimination and calibration. In conclusion, a points system has been constructed to predict fixed airflow limitation in smokers with no previous COPD. This system can be integrated as a screening tool, though it should be externally validated in other geographical regions. Nature Publishing Group UK 2018-09-06 /pmc/articles/PMC6127215/ /pubmed/30190580 http://dx.doi.org/10.1038/s41598-018-31198-8 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Román-Conejos, Esther Palazón-Bru, Antonio Folgado-de la Rosa, David Manuel Sánchez-Molla, Manuel Rizo-Baeza, María Mercedes Gil-Guillén, Vicente Francisco Cortés-Castell, Ernesto A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title | A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title_full | A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title_fullStr | A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title_full_unstemmed | A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title_short | A scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
title_sort | scoring system to detect fixed airflow limitation in smokers from simple easy-to-use parameters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6127215/ https://www.ncbi.nlm.nih.gov/pubmed/30190580 http://dx.doi.org/10.1038/s41598-018-31198-8 |
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