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The EASI model: A first integrative computational approximation to the natural history of COPD

The natural history of chronic obstructive pulmonary disease (COPD) is still not well understood. Traditionally believed to be a self-inflicted disease by smoking, now we know that not all smokers develop COPD, that other inhaled pollutants different from cigarette smoke can also cause it, and that...

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Autores principales: Agustí, Alvar, Compte, Albert, Faner, Rosa, Garcia-Aymerich, Judith, Noell, Guillaume, Cosio, Borja G., Rodriguez-Roisin, Robert, Celli, Bartolomé, Anto, Josep Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634586/
https://www.ncbi.nlm.nih.gov/pubmed/29016620
http://dx.doi.org/10.1371/journal.pone.0185502
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author Agustí, Alvar
Compte, Albert
Faner, Rosa
Garcia-Aymerich, Judith
Noell, Guillaume
Cosio, Borja G.
Rodriguez-Roisin, Robert
Celli, Bartolomé
Anto, Josep Maria
author_facet Agustí, Alvar
Compte, Albert
Faner, Rosa
Garcia-Aymerich, Judith
Noell, Guillaume
Cosio, Borja G.
Rodriguez-Roisin, Robert
Celli, Bartolomé
Anto, Josep Maria
author_sort Agustí, Alvar
collection PubMed
description The natural history of chronic obstructive pulmonary disease (COPD) is still not well understood. Traditionally believed to be a self-inflicted disease by smoking, now we know that not all smokers develop COPD, that other inhaled pollutants different from cigarette smoke can also cause it, and that abnormal lung development can also lead to COPD in adulthood. Likewise, the inflammatory response that characterizes COPD varies significantly between patients, and not all of them perceive symptoms (mostly breathlessness) similarly. To investigate the variability and determinants of different “individual natural histories” of COPD, we developed a theoretical, multi-stage, computational model of COPD (EASI) that integrates dynamically and represents graphically the relationships between exposure (E) to inhaled particles and gases (smoking), the biological activity (inflammatory response) of the disease (A), the severity (S) of airflow limitation (FEV(1)) and the impact (I) of the disease (breathlessness) in different clinical scenarios. EASI shows that the relationships between E, A, S and I vary markedly within individuals (through life) and between individuals (at the same age). It also helps to delineate some potentially relevant, but often overlooked concepts, such as disease progression, susceptibility to COPD and issues related to symptom perception. In conclusion, EASI is an initial conceptual model to interpret the longitudinal and cross-sectional relationships between E, A, S and I in different clinical scenarios. Currently, it does not have any direct clinical application, thus it requires experimental validation and further mathematical development. However, it has the potential to open novel research and teaching alternatives.
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spelling pubmed-56345862017-10-30 The EASI model: A first integrative computational approximation to the natural history of COPD Agustí, Alvar Compte, Albert Faner, Rosa Garcia-Aymerich, Judith Noell, Guillaume Cosio, Borja G. Rodriguez-Roisin, Robert Celli, Bartolomé Anto, Josep Maria PLoS One Research Article The natural history of chronic obstructive pulmonary disease (COPD) is still not well understood. Traditionally believed to be a self-inflicted disease by smoking, now we know that not all smokers develop COPD, that other inhaled pollutants different from cigarette smoke can also cause it, and that abnormal lung development can also lead to COPD in adulthood. Likewise, the inflammatory response that characterizes COPD varies significantly between patients, and not all of them perceive symptoms (mostly breathlessness) similarly. To investigate the variability and determinants of different “individual natural histories” of COPD, we developed a theoretical, multi-stage, computational model of COPD (EASI) that integrates dynamically and represents graphically the relationships between exposure (E) to inhaled particles and gases (smoking), the biological activity (inflammatory response) of the disease (A), the severity (S) of airflow limitation (FEV(1)) and the impact (I) of the disease (breathlessness) in different clinical scenarios. EASI shows that the relationships between E, A, S and I vary markedly within individuals (through life) and between individuals (at the same age). It also helps to delineate some potentially relevant, but often overlooked concepts, such as disease progression, susceptibility to COPD and issues related to symptom perception. In conclusion, EASI is an initial conceptual model to interpret the longitudinal and cross-sectional relationships between E, A, S and I in different clinical scenarios. Currently, it does not have any direct clinical application, thus it requires experimental validation and further mathematical development. However, it has the potential to open novel research and teaching alternatives. Public Library of Science 2017-10-10 /pmc/articles/PMC5634586/ /pubmed/29016620 http://dx.doi.org/10.1371/journal.pone.0185502 Text en © 2017 Agustí 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Agustí, Alvar
Compte, Albert
Faner, Rosa
Garcia-Aymerich, Judith
Noell, Guillaume
Cosio, Borja G.
Rodriguez-Roisin, Robert
Celli, Bartolomé
Anto, Josep Maria
The EASI model: A first integrative computational approximation to the natural history of COPD
title The EASI model: A first integrative computational approximation to the natural history of COPD
title_full The EASI model: A first integrative computational approximation to the natural history of COPD
title_fullStr The EASI model: A first integrative computational approximation to the natural history of COPD
title_full_unstemmed The EASI model: A first integrative computational approximation to the natural history of COPD
title_short The EASI model: A first integrative computational approximation to the natural history of COPD
title_sort easi model: a first integrative computational approximation to the natural history of copd
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5634586/
https://www.ncbi.nlm.nih.gov/pubmed/29016620
http://dx.doi.org/10.1371/journal.pone.0185502
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