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Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease

[Image: see text] Chronic obstructive pulmonary disease (COPD) is a progressive lung disease characterized by airflow limitation. This study develops a systems engineering framework for representing important mechanistic details of COPD in a model of the cardiorespiratory system. In this model, we p...

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Autores principales: Kurian, Varghese, Ghadipasha, Navid, Gee, Michelle, Chalant, Anais, Hamill, Teresa, Okossi, Alphonse, Chen, Lucy, Yu, Bin, Ogunnaike, Babatunde A., Beris, Antony N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10268641/
https://www.ncbi.nlm.nih.gov/pubmed/37332794
http://dx.doi.org/10.1021/acsomega.3c00854
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author Kurian, Varghese
Ghadipasha, Navid
Gee, Michelle
Chalant, Anais
Hamill, Teresa
Okossi, Alphonse
Chen, Lucy
Yu, Bin
Ogunnaike, Babatunde A.
Beris, Antony N.
author_facet Kurian, Varghese
Ghadipasha, Navid
Gee, Michelle
Chalant, Anais
Hamill, Teresa
Okossi, Alphonse
Chen, Lucy
Yu, Bin
Ogunnaike, Babatunde A.
Beris, Antony N.
author_sort Kurian, Varghese
collection PubMed
description [Image: see text] Chronic obstructive pulmonary disease (COPD) is a progressive lung disease characterized by airflow limitation. This study develops a systems engineering framework for representing important mechanistic details of COPD in a model of the cardiorespiratory system. In this model, we present the cardiorespiratory system as an integrated biological control system responsible for regulating breathing. Four engineering control system components are considered: sensor, controller, actuator, and the process itself. Knowledge of human anatomy and physiology is used to develop appropriate mechanistic mathematical models for each component. Following a systematic analysis of the computational model, we identify three physiological parameters associated with reproducing clinical manifestations of COPD: changes in the forced expiratory volume, lung volumes, and pulmonary hypertension. We quantify the changes in these parameters (airway resistance, lung elastance, and pulmonary resistance) as the ones that result in a systemic response that is diagnostic of COPD. A multivariate analysis of the simulation results reveals that the changes in airway resistance have a broad impact on the human cardiorespiratory system and that the pulmonary circuit is stressed beyond normal under hypoxic environments in most COPD patients.
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spelling pubmed-102686412023-06-16 Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease Kurian, Varghese Ghadipasha, Navid Gee, Michelle Chalant, Anais Hamill, Teresa Okossi, Alphonse Chen, Lucy Yu, Bin Ogunnaike, Babatunde A. Beris, Antony N. ACS Omega [Image: see text] Chronic obstructive pulmonary disease (COPD) is a progressive lung disease characterized by airflow limitation. This study develops a systems engineering framework for representing important mechanistic details of COPD in a model of the cardiorespiratory system. In this model, we present the cardiorespiratory system as an integrated biological control system responsible for regulating breathing. Four engineering control system components are considered: sensor, controller, actuator, and the process itself. Knowledge of human anatomy and physiology is used to develop appropriate mechanistic mathematical models for each component. Following a systematic analysis of the computational model, we identify three physiological parameters associated with reproducing clinical manifestations of COPD: changes in the forced expiratory volume, lung volumes, and pulmonary hypertension. We quantify the changes in these parameters (airway resistance, lung elastance, and pulmonary resistance) as the ones that result in a systemic response that is diagnostic of COPD. A multivariate analysis of the simulation results reveals that the changes in airway resistance have a broad impact on the human cardiorespiratory system and that the pulmonary circuit is stressed beyond normal under hypoxic environments in most COPD patients. American Chemical Society 2023-05-26 /pmc/articles/PMC10268641/ /pubmed/37332794 http://dx.doi.org/10.1021/acsomega.3c00854 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Kurian, Varghese
Ghadipasha, Navid
Gee, Michelle
Chalant, Anais
Hamill, Teresa
Okossi, Alphonse
Chen, Lucy
Yu, Bin
Ogunnaike, Babatunde A.
Beris, Antony N.
Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title_full Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title_fullStr Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title_full_unstemmed Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title_short Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease
title_sort systems engineering approach to modeling and analysis of chronic obstructive pulmonary disease
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10268641/
https://www.ncbi.nlm.nih.gov/pubmed/37332794
http://dx.doi.org/10.1021/acsomega.3c00854
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