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Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients
BACKGROUND: A recent prospective trial using porcine models of severe acute respiratory distress syndrome (ARDS) indicated that positive-pressure ventilation delivered by a conventional intensive care ventilator at a moderately high frequency allows safe reduction of tidal volume below 6 ml/kg, lead...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4675773/ https://www.ncbi.nlm.nih.gov/pubmed/26662814 http://dx.doi.org/10.1186/s40635-015-0068-8 |
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author | Wang, Wenfei Das, Anup Cole, Oanna Chikhani, Marc Hardman, Jonathan G. Bates, Declan G. |
author_facet | Wang, Wenfei Das, Anup Cole, Oanna Chikhani, Marc Hardman, Jonathan G. Bates, Declan G. |
author_sort | Wang, Wenfei |
collection | PubMed |
description | BACKGROUND: A recent prospective trial using porcine models of severe acute respiratory distress syndrome (ARDS) indicated that positive-pressure ventilation delivered by a conventional intensive care ventilator at a moderately high frequency allows safe reduction of tidal volume below 6 ml/kg, leading to more protective ventilation. We aimed to explore whether these results would be replicated when implementing similar ventilation strategies in a high-fidelity computational simulator, tuned to match data on the responses of a number of human ARDS patients to different ventilator inputs. METHODS: We evaluated three different strategies for managing the trade-off between increasing respiratory rate and reducing tidal volume while attempting to maintain the partial pressure of carbon dioxide in arterial blood (PaCO(2)) constant on a computational simulator configured with ARDS patient datasets. RESULTS: For a fixed sequence of stepwise increases in the respiratory rate, corresponding decreases in tidal volume to keep the alveolar minute ventilation and inspiratory flow constant were calculated according to standard formulae. When applied on the simulator, however, these sequences of ventilator settings failed to maintain PaCO(2) adequately in the virtual patients considered. In contrast, an approach based on combining numerical optimisation methods with computational simulation allowed a sequence of tidal volume reductions to be computed for each virtual patient that maintained PaCO(2) levels while significantly reducing peak airway pressures and dynamic alveolar strain in all patients. CONCLUSIONS: Our study supports the proposition that moderately high-frequency respiratory rates can allow more protective ventilation of ARDS patients and highlights the potential role of high-fidelity simulators in computing optimised and personalised ventilator settings for individual patients using this approach. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40635-015-0068-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4675773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-46757732015-12-20 Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients Wang, Wenfei Das, Anup Cole, Oanna Chikhani, Marc Hardman, Jonathan G. Bates, Declan G. Intensive Care Med Exp Research BACKGROUND: A recent prospective trial using porcine models of severe acute respiratory distress syndrome (ARDS) indicated that positive-pressure ventilation delivered by a conventional intensive care ventilator at a moderately high frequency allows safe reduction of tidal volume below 6 ml/kg, leading to more protective ventilation. We aimed to explore whether these results would be replicated when implementing similar ventilation strategies in a high-fidelity computational simulator, tuned to match data on the responses of a number of human ARDS patients to different ventilator inputs. METHODS: We evaluated three different strategies for managing the trade-off between increasing respiratory rate and reducing tidal volume while attempting to maintain the partial pressure of carbon dioxide in arterial blood (PaCO(2)) constant on a computational simulator configured with ARDS patient datasets. RESULTS: For a fixed sequence of stepwise increases in the respiratory rate, corresponding decreases in tidal volume to keep the alveolar minute ventilation and inspiratory flow constant were calculated according to standard formulae. When applied on the simulator, however, these sequences of ventilator settings failed to maintain PaCO(2) adequately in the virtual patients considered. In contrast, an approach based on combining numerical optimisation methods with computational simulation allowed a sequence of tidal volume reductions to be computed for each virtual patient that maintained PaCO(2) levels while significantly reducing peak airway pressures and dynamic alveolar strain in all patients. CONCLUSIONS: Our study supports the proposition that moderately high-frequency respiratory rates can allow more protective ventilation of ARDS patients and highlights the potential role of high-fidelity simulators in computing optimised and personalised ventilator settings for individual patients using this approach. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40635-015-0068-8) contains supplementary material, which is available to authorized users. Springer International Publishing 2015-12-10 /pmc/articles/PMC4675773/ /pubmed/26662814 http://dx.doi.org/10.1186/s40635-015-0068-8 Text en © Wang et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Wang, Wenfei Das, Anup Cole, Oanna Chikhani, Marc Hardman, Jonathan G. Bates, Declan G. Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title | Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title_full | Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title_fullStr | Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title_full_unstemmed | Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title_short | Computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ARDS patients |
title_sort | computational simulation indicates that moderately high-frequency ventilation can allow safe reduction of tidal volumes and airway pressures in ards patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4675773/ https://www.ncbi.nlm.nih.gov/pubmed/26662814 http://dx.doi.org/10.1186/s40635-015-0068-8 |
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