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A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test
The multiple-breath washout (MBW) is a lung function test that measures the degree of ventilation inhomogeneity (VI). The test is used to identify small airway impairment in patients with lung diseases like cystic fibrosis. However, the physical and physiological factors that influence the test outc...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597127/ https://www.ncbi.nlm.nih.gov/pubmed/31206515 http://dx.doi.org/10.1371/journal.pcbi.1007079 |
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author | Hasler, David Anagnostopoulou, Pinelopi Nyilas, Sylvia Latzin, Philipp Schittny, Johannes Obrist, Dominik |
author_facet | Hasler, David Anagnostopoulou, Pinelopi Nyilas, Sylvia Latzin, Philipp Schittny, Johannes Obrist, Dominik |
author_sort | Hasler, David |
collection | PubMed |
description | The multiple-breath washout (MBW) is a lung function test that measures the degree of ventilation inhomogeneity (VI). The test is used to identify small airway impairment in patients with lung diseases like cystic fibrosis. However, the physical and physiological factors that influence the test outcomes and differentiate health from disease are not well understood. Computational models have been used to better understand the interaction between anatomical structure and physiological properties of the lung, but none of them has dealt in depth with the tracer gas washout test in a whole. Thus, our aim was to create a lung model that simulates the entire MBW and investigate the role of lung morphology and tissue mechanics on the tracer gas washout procedure. To this end, we developed a multi-scale lung model to simulate the inert gas transport in airways of all size. We then applied systematically different modifications to geometrical and mechanical properties of the lung model (compliance, residual airway volume and flow resistance) which have been associated with VI. The modifications were applied to distinct parts of the model, and their effects on the gas distribution within the lung and on the gas concentration profile were assessed. We found that variability in compliance and residual volume of the airways, as well as the spatial distribution of this variability in the lung had a direct influence on gas distribution among airways and on the MBW pattern (washout duration, characteristic concentration profile during each expiration), while the effects of variable flow resistance were negligible. Based on these findings, it is possible to classify different types of inhomogeneities in the lung and relate them to specific features of the MBW pattern, which builds the basis for a more detailed association of lung function and structure. |
format | Online Article Text |
id | pubmed-6597127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65971272019-07-05 A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test Hasler, David Anagnostopoulou, Pinelopi Nyilas, Sylvia Latzin, Philipp Schittny, Johannes Obrist, Dominik PLoS Comput Biol Research Article The multiple-breath washout (MBW) is a lung function test that measures the degree of ventilation inhomogeneity (VI). The test is used to identify small airway impairment in patients with lung diseases like cystic fibrosis. However, the physical and physiological factors that influence the test outcomes and differentiate health from disease are not well understood. Computational models have been used to better understand the interaction between anatomical structure and physiological properties of the lung, but none of them has dealt in depth with the tracer gas washout test in a whole. Thus, our aim was to create a lung model that simulates the entire MBW and investigate the role of lung morphology and tissue mechanics on the tracer gas washout procedure. To this end, we developed a multi-scale lung model to simulate the inert gas transport in airways of all size. We then applied systematically different modifications to geometrical and mechanical properties of the lung model (compliance, residual airway volume and flow resistance) which have been associated with VI. The modifications were applied to distinct parts of the model, and their effects on the gas distribution within the lung and on the gas concentration profile were assessed. We found that variability in compliance and residual volume of the airways, as well as the spatial distribution of this variability in the lung had a direct influence on gas distribution among airways and on the MBW pattern (washout duration, characteristic concentration profile during each expiration), while the effects of variable flow resistance were negligible. Based on these findings, it is possible to classify different types of inhomogeneities in the lung and relate them to specific features of the MBW pattern, which builds the basis for a more detailed association of lung function and structure. Public Library of Science 2019-06-17 /pmc/articles/PMC6597127/ /pubmed/31206515 http://dx.doi.org/10.1371/journal.pcbi.1007079 Text en © 2019 Hasler 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 Hasler, David Anagnostopoulou, Pinelopi Nyilas, Sylvia Latzin, Philipp Schittny, Johannes Obrist, Dominik A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title | A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title_full | A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title_fullStr | A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title_full_unstemmed | A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title_short | A multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
title_sort | multi-scale model of gas transport in the lung to study heterogeneous lung ventilation during the multiple-breath washout test |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597127/ https://www.ncbi.nlm.nih.gov/pubmed/31206515 http://dx.doi.org/10.1371/journal.pcbi.1007079 |
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