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Autonomous control of ventilation through closed-loop adaptive respiratory pacing

Mechanical ventilation is the standard treatment when volitional breathing is insufficient, but drawbacks include muscle atrophy, alveolar damage, and reduced mobility. Respiratory pacing is an alternative approach using electrical stimulation-induced diaphragm contraction to ventilate the lung. Oxy...

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Autores principales: Siu, Ricardo, Abbas, James J., Fuller, David D., Gomes, Jefferson, Renaud, Sylvie, Jung, Ranu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736353/
https://www.ncbi.nlm.nih.gov/pubmed/33318547
http://dx.doi.org/10.1038/s41598-020-78834-w
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author Siu, Ricardo
Abbas, James J.
Fuller, David D.
Gomes, Jefferson
Renaud, Sylvie
Jung, Ranu
author_facet Siu, Ricardo
Abbas, James J.
Fuller, David D.
Gomes, Jefferson
Renaud, Sylvie
Jung, Ranu
author_sort Siu, Ricardo
collection PubMed
description Mechanical ventilation is the standard treatment when volitional breathing is insufficient, but drawbacks include muscle atrophy, alveolar damage, and reduced mobility. Respiratory pacing is an alternative approach using electrical stimulation-induced diaphragm contraction to ventilate the lung. Oxygenation and acid–base homeostasis are maintained by matching ventilation to metabolic needs; however, current pacing technology requires manual tuning and does not respond to dynamic user-specific metabolic demand, thus requiring re-tuning of stimulation parameters as physiological changes occur. Here, we describe respiratory pacing using a closed-loop adaptive controller that can self-adjust in real-time to meet metabolic needs. The controller uses an adaptive Pattern Generator Pattern Shaper (PG/PS) architecture that autonomously generates a desired ventilatory pattern in response to dynamic changes in arterial CO(2) levels and, based on a learning algorithm, modulates stimulation intensity and respiratory cycle duration to evoke this ventilatory pattern. In vivo experiments in rats with respiratory depression and in those with a paralyzed hemidiaphragm confirmed that the controller can adapt and control ventilation to ameliorate hypoventilation and restore normocapnia regardless of the cause of respiratory dysfunction. This novel closed-loop bioelectronic controller advances the state-of-art in respiratory pacing by demonstrating the ability to automatically personalize stimulation patterns and adapt to achieve adequate ventilation.
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spelling pubmed-77363532020-12-15 Autonomous control of ventilation through closed-loop adaptive respiratory pacing Siu, Ricardo Abbas, James J. Fuller, David D. Gomes, Jefferson Renaud, Sylvie Jung, Ranu Sci Rep Article Mechanical ventilation is the standard treatment when volitional breathing is insufficient, but drawbacks include muscle atrophy, alveolar damage, and reduced mobility. Respiratory pacing is an alternative approach using electrical stimulation-induced diaphragm contraction to ventilate the lung. Oxygenation and acid–base homeostasis are maintained by matching ventilation to metabolic needs; however, current pacing technology requires manual tuning and does not respond to dynamic user-specific metabolic demand, thus requiring re-tuning of stimulation parameters as physiological changes occur. Here, we describe respiratory pacing using a closed-loop adaptive controller that can self-adjust in real-time to meet metabolic needs. The controller uses an adaptive Pattern Generator Pattern Shaper (PG/PS) architecture that autonomously generates a desired ventilatory pattern in response to dynamic changes in arterial CO(2) levels and, based on a learning algorithm, modulates stimulation intensity and respiratory cycle duration to evoke this ventilatory pattern. In vivo experiments in rats with respiratory depression and in those with a paralyzed hemidiaphragm confirmed that the controller can adapt and control ventilation to ameliorate hypoventilation and restore normocapnia regardless of the cause of respiratory dysfunction. This novel closed-loop bioelectronic controller advances the state-of-art in respiratory pacing by demonstrating the ability to automatically personalize stimulation patterns and adapt to achieve adequate ventilation. Nature Publishing Group UK 2020-12-14 /pmc/articles/PMC7736353/ /pubmed/33318547 http://dx.doi.org/10.1038/s41598-020-78834-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Siu, Ricardo
Abbas, James J.
Fuller, David D.
Gomes, Jefferson
Renaud, Sylvie
Jung, Ranu
Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title_full Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title_fullStr Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title_full_unstemmed Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title_short Autonomous control of ventilation through closed-loop adaptive respiratory pacing
title_sort autonomous control of ventilation through closed-loop adaptive respiratory pacing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736353/
https://www.ncbi.nlm.nih.gov/pubmed/33318547
http://dx.doi.org/10.1038/s41598-020-78834-w
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