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Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior

Ventilator-induced lung injury (VILI) is driven by the processes of volutrauma and atelectrauma, which can act synergistically to compromise the blood-gas barrier. We have postulated that this synergy arises through a rich-get-richer mechanism whereby atelectrauma causes holes to form in the blood-g...

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Autores principales: Mori, Vitor, Smith, Bradford J., Suki, Bela, Bates, Jason H. T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662071/
https://www.ncbi.nlm.nih.gov/pubmed/33192546
http://dx.doi.org/10.3389/fphys.2020.542744
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author Mori, Vitor
Smith, Bradford J.
Suki, Bela
Bates, Jason H. T.
author_facet Mori, Vitor
Smith, Bradford J.
Suki, Bela
Bates, Jason H. T.
author_sort Mori, Vitor
collection PubMed
description Ventilator-induced lung injury (VILI) is driven by the processes of volutrauma and atelectrauma, which can act synergistically to compromise the blood-gas barrier. We have postulated that this synergy arises through a rich-get-richer mechanism whereby atelectrauma causes holes to form in the blood-gas barrier while concomitant volutrauma causes susceptible holes to progressively enlarge as VILI worsens. We previously developed an analytical model based on this idea that accurately predicts the progressive increases in lung elastance seen immediately following a recruitment maneuver as VILI progresses over the course of hours. In the present study we extend this model to account for the rate of change of elastance, due to closure of lung units, in the minutes following a recruitment maneuver. We found that the distribution of unit closing velocities throughout the lung can be described by a power law with an exponent of −2 that matches previously published power laws associated with the dynamics of lung recruitment. Our model thus reveals lung collapse as an example of emergent complex behavior and links the dynamics of altered function in the injured lung to structural damage in a way that explains the mechanisms of injury progression arising from the ongoing stresses and strains applied by mechanical ventilation.
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spelling pubmed-76620712020-11-13 Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior Mori, Vitor Smith, Bradford J. Suki, Bela Bates, Jason H. T. Front Physiol Physiology Ventilator-induced lung injury (VILI) is driven by the processes of volutrauma and atelectrauma, which can act synergistically to compromise the blood-gas barrier. We have postulated that this synergy arises through a rich-get-richer mechanism whereby atelectrauma causes holes to form in the blood-gas barrier while concomitant volutrauma causes susceptible holes to progressively enlarge as VILI worsens. We previously developed an analytical model based on this idea that accurately predicts the progressive increases in lung elastance seen immediately following a recruitment maneuver as VILI progresses over the course of hours. In the present study we extend this model to account for the rate of change of elastance, due to closure of lung units, in the minutes following a recruitment maneuver. We found that the distribution of unit closing velocities throughout the lung can be described by a power law with an exponent of −2 that matches previously published power laws associated with the dynamics of lung recruitment. Our model thus reveals lung collapse as an example of emergent complex behavior and links the dynamics of altered function in the injured lung to structural damage in a way that explains the mechanisms of injury progression arising from the ongoing stresses and strains applied by mechanical ventilation. Frontiers Media S.A. 2020-10-30 /pmc/articles/PMC7662071/ /pubmed/33192546 http://dx.doi.org/10.3389/fphys.2020.542744 Text en Copyright © 2020 Mori, Smith, Suki and Bates. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Mori, Vitor
Smith, Bradford J.
Suki, Bela
Bates, Jason H. T.
Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title_full Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title_fullStr Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title_full_unstemmed Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title_short Modeling Lung Derecruitment in VILI Due to Fluid-Occlusion: The Role of Emergent Behavior
title_sort modeling lung derecruitment in vili due to fluid-occlusion: the role of emergent behavior
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662071/
https://www.ncbi.nlm.nih.gov/pubmed/33192546
http://dx.doi.org/10.3389/fphys.2020.542744
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