Cargando…

What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study

BACKGROUND: Recent analyses of patient data in acute respiratory distress syndrome (ARDS) showed that a lower ventilator driving pressure was associated with reduced relative risk of mortality. These findings await full validation in prospective clinical trials. METHODS: To investigate the associati...

Descripción completa

Detalles Bibliográficos
Autores principales: Das, Anup, Camporota, Luigi, Hardman, Jonathan G., Bates, Declan G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371576/
https://www.ncbi.nlm.nih.gov/pubmed/30744629
http://dx.doi.org/10.1186/s12931-019-0990-5
_version_ 1783394582172532736
author Das, Anup
Camporota, Luigi
Hardman, Jonathan G.
Bates, Declan G.
author_facet Das, Anup
Camporota, Luigi
Hardman, Jonathan G.
Bates, Declan G.
author_sort Das, Anup
collection PubMed
description BACKGROUND: Recent analyses of patient data in acute respiratory distress syndrome (ARDS) showed that a lower ventilator driving pressure was associated with reduced relative risk of mortality. These findings await full validation in prospective clinical trials. METHODS: To investigate the association between driving pressures and ventilator induced lung injury (VILI), we calibrated a high fidelity computational simulator of cardiopulmonary pathophysiology against a clinical dataset, capturing the responses to changes in mechanical ventilation of 25 adult ARDS patients. Each of these in silico patients was subjected to the same range of values of driving pressure and positive end expiratory pressure (PEEP) used in the previous analyses of clinical trial data. The resulting effects on several physiological variables and proposed indices of VILI were computed and compared with data relating ventilator settings with relative risk of death. RESULTS: Three VILI indices: dynamic strain, mechanical power and tidal recruitment, showed a strong correlation with the reported relative risk of death across all ranges of driving pressures and PEEP. Other variables, such as alveolar pressure, oxygen delivery and lung compliance, correlated poorly with the data on relative risk of death. CONCLUSIONS: Our results suggest a credible mechanistic explanation for the proposed association between driving pressure and relative risk of death. While dynamic strain and tidal recruitment are difficult to measure routinely in patients, the easily computed VILI indicator known as mechanical power also showed a strong correlation with mortality risk, highlighting its potential usefulness in designing more protective ventilation strategies for this patient group. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12931-019-0990-5) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-6371576
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-63715762019-02-21 What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study Das, Anup Camporota, Luigi Hardman, Jonathan G. Bates, Declan G. Respir Res Research BACKGROUND: Recent analyses of patient data in acute respiratory distress syndrome (ARDS) showed that a lower ventilator driving pressure was associated with reduced relative risk of mortality. These findings await full validation in prospective clinical trials. METHODS: To investigate the association between driving pressures and ventilator induced lung injury (VILI), we calibrated a high fidelity computational simulator of cardiopulmonary pathophysiology against a clinical dataset, capturing the responses to changes in mechanical ventilation of 25 adult ARDS patients. Each of these in silico patients was subjected to the same range of values of driving pressure and positive end expiratory pressure (PEEP) used in the previous analyses of clinical trial data. The resulting effects on several physiological variables and proposed indices of VILI were computed and compared with data relating ventilator settings with relative risk of death. RESULTS: Three VILI indices: dynamic strain, mechanical power and tidal recruitment, showed a strong correlation with the reported relative risk of death across all ranges of driving pressures and PEEP. Other variables, such as alveolar pressure, oxygen delivery and lung compliance, correlated poorly with the data on relative risk of death. CONCLUSIONS: Our results suggest a credible mechanistic explanation for the proposed association between driving pressure and relative risk of death. While dynamic strain and tidal recruitment are difficult to measure routinely in patients, the easily computed VILI indicator known as mechanical power also showed a strong correlation with mortality risk, highlighting its potential usefulness in designing more protective ventilation strategies for this patient group. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12931-019-0990-5) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-11 2019 /pmc/articles/PMC6371576/ /pubmed/30744629 http://dx.doi.org/10.1186/s12931-019-0990-5 Text en © The Author(s). 2019 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. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Das, Anup
Camporota, Luigi
Hardman, Jonathan G.
Bates, Declan G.
What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title_full What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title_fullStr What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title_full_unstemmed What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title_short What links ventilator driving pressure with survival in the acute respiratory distress syndrome? A computational study
title_sort what links ventilator driving pressure with survival in the acute respiratory distress syndrome? a computational study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371576/
https://www.ncbi.nlm.nih.gov/pubmed/30744629
http://dx.doi.org/10.1186/s12931-019-0990-5
work_keys_str_mv AT dasanup whatlinksventilatordrivingpressurewithsurvivalintheacuterespiratorydistresssyndromeacomputationalstudy
AT camporotaluigi whatlinksventilatordrivingpressurewithsurvivalintheacuterespiratorydistresssyndromeacomputationalstudy
AT hardmanjonathang whatlinksventilatordrivingpressurewithsurvivalintheacuterespiratorydistresssyndromeacomputationalstudy
AT batesdeclang whatlinksventilatordrivingpressurewithsurvivalintheacuterespiratorydistresssyndromeacomputationalstudy