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Closed-loop regulation of arterial pressure after acute brain death

The purpose of this concept study was to investigate the possibility of automatic mean arterial pressure (MAP) regulation in a porcine heart-beating brain death (BD) model. Hemodynamic stability of BD donors is necessary for maintaining acceptable quality of donated organs for transplantation. Manua...

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Autores principales: Soltesz, Kristian, Sjöberg, Trygve, Jansson, Tomas, Johansson, Rolf, Robertsson, Anders, Paskevicius, Audrius, Liao, Quiming, Qin, Guangqi, Steen, Stig
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5943396/
https://www.ncbi.nlm.nih.gov/pubmed/28602010
http://dx.doi.org/10.1007/s10877-017-0033-z
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author Soltesz, Kristian
Sjöberg, Trygve
Jansson, Tomas
Johansson, Rolf
Robertsson, Anders
Paskevicius, Audrius
Liao, Quiming
Qin, Guangqi
Steen, Stig
author_facet Soltesz, Kristian
Sjöberg, Trygve
Jansson, Tomas
Johansson, Rolf
Robertsson, Anders
Paskevicius, Audrius
Liao, Quiming
Qin, Guangqi
Steen, Stig
author_sort Soltesz, Kristian
collection PubMed
description The purpose of this concept study was to investigate the possibility of automatic mean arterial pressure (MAP) regulation in a porcine heart-beating brain death (BD) model. Hemodynamic stability of BD donors is necessary for maintaining acceptable quality of donated organs for transplantation. Manual stabilization is challenging, due to the lack of vasomotor function in BD donors. Closed-loop stabilization therefore has the potential of increasing availability of acceptable donor organs, and serves to indicate feasibility within less demanding patient groups. A dynamic model of nitroglycerine pharmacology, suitable for controller synthesis, was identified from an experiment involving an anesthetized pig, using a gradient-based output error method. The model was used to synthesize a robust PID controller for hypertension prevention, evaluated in a second experiment, on a second, brain dead, pig. Hypotension was simultaneously prevented using closed-loop controlled infusion of noradrenaline, by means of a previously published controller. A linear model of low order, with variable (uncertain) gain, was sufficient to describe the dynamics to be controlled. The robustly tuned PID controller utilized in the second experiment kept the MAP within a user-defined range. The system was able to prevent hypertension, exceeding a reference of 100 mmHg by more than 10%, during 98% of a 12 h experiment. This early work demonstrates feasibility of the investigated modelling and control synthesis approach, for the purpose of maintaining normotension in a porcine BD model. There remains a need to characterize individual variability, in order to ensure robust performance over the expected population.
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spelling pubmed-59433962018-05-14 Closed-loop regulation of arterial pressure after acute brain death Soltesz, Kristian Sjöberg, Trygve Jansson, Tomas Johansson, Rolf Robertsson, Anders Paskevicius, Audrius Liao, Quiming Qin, Guangqi Steen, Stig J Clin Monit Comput Original Research The purpose of this concept study was to investigate the possibility of automatic mean arterial pressure (MAP) regulation in a porcine heart-beating brain death (BD) model. Hemodynamic stability of BD donors is necessary for maintaining acceptable quality of donated organs for transplantation. Manual stabilization is challenging, due to the lack of vasomotor function in BD donors. Closed-loop stabilization therefore has the potential of increasing availability of acceptable donor organs, and serves to indicate feasibility within less demanding patient groups. A dynamic model of nitroglycerine pharmacology, suitable for controller synthesis, was identified from an experiment involving an anesthetized pig, using a gradient-based output error method. The model was used to synthesize a robust PID controller for hypertension prevention, evaluated in a second experiment, on a second, brain dead, pig. Hypotension was simultaneously prevented using closed-loop controlled infusion of noradrenaline, by means of a previously published controller. A linear model of low order, with variable (uncertain) gain, was sufficient to describe the dynamics to be controlled. The robustly tuned PID controller utilized in the second experiment kept the MAP within a user-defined range. The system was able to prevent hypertension, exceeding a reference of 100 mmHg by more than 10%, during 98% of a 12 h experiment. This early work demonstrates feasibility of the investigated modelling and control synthesis approach, for the purpose of maintaining normotension in a porcine BD model. There remains a need to characterize individual variability, in order to ensure robust performance over the expected population. Springer Netherlands 2017-06-10 2018 /pmc/articles/PMC5943396/ /pubmed/28602010 http://dx.doi.org/10.1007/s10877-017-0033-z Text en © The Author(s) 2017 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 Original Research
Soltesz, Kristian
Sjöberg, Trygve
Jansson, Tomas
Johansson, Rolf
Robertsson, Anders
Paskevicius, Audrius
Liao, Quiming
Qin, Guangqi
Steen, Stig
Closed-loop regulation of arterial pressure after acute brain death
title Closed-loop regulation of arterial pressure after acute brain death
title_full Closed-loop regulation of arterial pressure after acute brain death
title_fullStr Closed-loop regulation of arterial pressure after acute brain death
title_full_unstemmed Closed-loop regulation of arterial pressure after acute brain death
title_short Closed-loop regulation of arterial pressure after acute brain death
title_sort closed-loop regulation of arterial pressure after acute brain death
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5943396/
https://www.ncbi.nlm.nih.gov/pubmed/28602010
http://dx.doi.org/10.1007/s10877-017-0033-z
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