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A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout

A nonlinear dynamic model is proposed to reproduce and interpret the influence of pulmonary inhomogeneities on the single-breath nitrogen washout (SBNW) curve. The model is characterized by two parallel zones. In each zone, the upper airways are described by a Rohrer resistor. Intermediate airways a...

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Autores principales: Barbini, Paolo, Brighenti, Chiara, Gnudi, Gianni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bentham Open 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3772571/
https://www.ncbi.nlm.nih.gov/pubmed/24044025
http://dx.doi.org/10.2174/1874120720130701003
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author Barbini, Paolo
Brighenti, Chiara
Gnudi, Gianni
author_facet Barbini, Paolo
Brighenti, Chiara
Gnudi, Gianni
author_sort Barbini, Paolo
collection PubMed
description A nonlinear dynamic model is proposed to reproduce and interpret the influence of pulmonary inhomogeneities on the single-breath nitrogen washout (SBNW) curve. The model is characterized by two parallel zones. In each zone, the upper airways are described by a Rohrer resistor. Intermediate airways are represented as a collapsible segment, the volume of which depends on transmural pressure. Smaller airways are described by a resistance which increases when transpulmonary pressure decreases. The respiratory region is modeled as a Voigt element. Three different conditions were simulated: a reference case, characterized by airway-parameter values for normal conditions, and two pathological states corresponding to different levels of disease. In the reference case, a straight line was a good approximation of SBNW phase III and the last point of departure of the nitrogen trace from this line unambiguously identified the onset of phase IV. The slope of phase III rose with disease severity (from a 1.1% increase in nitrogen concentration per 1000 ml of expired volume in the reference case to 3.6% and 7.7% in the pathological cases) and the distinction between phases III and IV became less evident. The results obtained indicate that the slope of phase III depends primarily on nitrogen-concentration differences between lung zones, as determined by different mechanical properties of the respiratory airways. In spite of the simplified representation of the lungs, the similarity of the simulation results to actual data suggests that the proposed model describes important physiological mechanisms underlying changes observed during SBNW in normal and pathological patients.
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spelling pubmed-37725712013-09-16 A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout Barbini, Paolo Brighenti, Chiara Gnudi, Gianni Open Biomed Eng J Article A nonlinear dynamic model is proposed to reproduce and interpret the influence of pulmonary inhomogeneities on the single-breath nitrogen washout (SBNW) curve. The model is characterized by two parallel zones. In each zone, the upper airways are described by a Rohrer resistor. Intermediate airways are represented as a collapsible segment, the volume of which depends on transmural pressure. Smaller airways are described by a resistance which increases when transpulmonary pressure decreases. The respiratory region is modeled as a Voigt element. Three different conditions were simulated: a reference case, characterized by airway-parameter values for normal conditions, and two pathological states corresponding to different levels of disease. In the reference case, a straight line was a good approximation of SBNW phase III and the last point of departure of the nitrogen trace from this line unambiguously identified the onset of phase IV. The slope of phase III rose with disease severity (from a 1.1% increase in nitrogen concentration per 1000 ml of expired volume in the reference case to 3.6% and 7.7% in the pathological cases) and the distinction between phases III and IV became less evident. The results obtained indicate that the slope of phase III depends primarily on nitrogen-concentration differences between lung zones, as determined by different mechanical properties of the respiratory airways. In spite of the simplified representation of the lungs, the similarity of the simulation results to actual data suggests that the proposed model describes important physiological mechanisms underlying changes observed during SBNW in normal and pathological patients. Bentham Open 2013-08-30 /pmc/articles/PMC3772571/ /pubmed/24044025 http://dx.doi.org/10.2174/1874120720130701003 Text en © Barbini et al.; Licensee Bentham Open. http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
spellingShingle Article
Barbini, Paolo
Brighenti, Chiara
Gnudi, Gianni
A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title_full A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title_fullStr A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title_full_unstemmed A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title_short A Functional Mathematical Model to Simulate the Single-Breath Nitrogen Washout
title_sort functional mathematical model to simulate the single-breath nitrogen washout
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3772571/
https://www.ncbi.nlm.nih.gov/pubmed/24044025
http://dx.doi.org/10.2174/1874120720130701003
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