Cargando…

Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock

BACKGROUND: Hemodynamic resuscitation in septic shock requires aggressive fluid replacement and appropriate use of vasopressors to optimize arterial pressure (AP) and cardiac output (CO). Because responses to these drugs vary between patients and within patient over time, strict monitoring of patien...

Descripción completa

Detalles Bibliográficos
Autores principales: Uemura, Kazunori, Kawada, Toru, Zheng, Can, Li, Meihua, Sugimachi, Masaru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654105/
https://www.ncbi.nlm.nih.gov/pubmed/29061119
http://dx.doi.org/10.1186/s12871-017-0437-9
_version_ 1783273346458189824
author Uemura, Kazunori
Kawada, Toru
Zheng, Can
Li, Meihua
Sugimachi, Masaru
author_facet Uemura, Kazunori
Kawada, Toru
Zheng, Can
Li, Meihua
Sugimachi, Masaru
author_sort Uemura, Kazunori
collection PubMed
description BACKGROUND: Hemodynamic resuscitation in septic shock requires aggressive fluid replacement and appropriate use of vasopressors to optimize arterial pressure (AP) and cardiac output (CO). Because responses to these drugs vary between patients and within patient over time, strict monitoring of patient condition and repetitive adjustment of drug dose are required. This task is time and labor consuming, and is associated with poor adherence to resuscitation guidelines. To overcome this issue, we developed a computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in septic shock, and evaluated the performance of the system in a canine model of endotoxin shock. METHODS: Our system monitors AP, CO and central venous pressure, and computes arterial resistance (R), stressed blood volume (V) and Frank-Starling slope of left ventricle (S). The system controls R with noradrenaline (NA), and V with Ringer’s acetate solution (RiA), thereby controlling AP and CO. In 4 dogs, AP and CO were measured invasively. In another 4 dogs, AP and CO were measured less invasively using clinically acceptable modalities, aiming to make the system clinically feasible. In all 8 dogs, endotoxin shock was induced by injecting Escherichia coli lipopolysaccharide, which significantly decreased AP from 95 (91–108) to 43 (39–45) mmHg, and CO from 112 (104–142) to 62 (51–73) ml·min(−1)·kg(−1). The system was then connected to the dogs, and activated. System performance was observed over a period of 4 h. RESULTS: Our system immediately started infusions of NA and RiA. Within 40 min, RiA increased V to target level, and NA maintained R at target level, while S was concomitantly increased. These resulted in restoration of AP to 70 (69–71) mmHg and CO to 130 (125–138) ml·min(−1)·kg(−1). Median of absolute performance error, an index of precision of control, was small in AP [2.5 (2.1–4.5) %] and CO [2.4 (1.4–5.5) %], which were not increased even when the variables were measured less invasively. CONCLUSIONS: In a canine model of endotoxin shock, our system automatically improved and maintained AP and CO at their target values with small performance error. Our system is potentially an attractive clinical tool for rescuing patients with septic shock. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12871-017-0437-9) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5654105
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-56541052017-10-26 Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock Uemura, Kazunori Kawada, Toru Zheng, Can Li, Meihua Sugimachi, Masaru BMC Anesthesiol Technical Advance BACKGROUND: Hemodynamic resuscitation in septic shock requires aggressive fluid replacement and appropriate use of vasopressors to optimize arterial pressure (AP) and cardiac output (CO). Because responses to these drugs vary between patients and within patient over time, strict monitoring of patient condition and repetitive adjustment of drug dose are required. This task is time and labor consuming, and is associated with poor adherence to resuscitation guidelines. To overcome this issue, we developed a computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in septic shock, and evaluated the performance of the system in a canine model of endotoxin shock. METHODS: Our system monitors AP, CO and central venous pressure, and computes arterial resistance (R), stressed blood volume (V) and Frank-Starling slope of left ventricle (S). The system controls R with noradrenaline (NA), and V with Ringer’s acetate solution (RiA), thereby controlling AP and CO. In 4 dogs, AP and CO were measured invasively. In another 4 dogs, AP and CO were measured less invasively using clinically acceptable modalities, aiming to make the system clinically feasible. In all 8 dogs, endotoxin shock was induced by injecting Escherichia coli lipopolysaccharide, which significantly decreased AP from 95 (91–108) to 43 (39–45) mmHg, and CO from 112 (104–142) to 62 (51–73) ml·min(−1)·kg(−1). The system was then connected to the dogs, and activated. System performance was observed over a period of 4 h. RESULTS: Our system immediately started infusions of NA and RiA. Within 40 min, RiA increased V to target level, and NA maintained R at target level, while S was concomitantly increased. These resulted in restoration of AP to 70 (69–71) mmHg and CO to 130 (125–138) ml·min(−1)·kg(−1). Median of absolute performance error, an index of precision of control, was small in AP [2.5 (2.1–4.5) %] and CO [2.4 (1.4–5.5) %], which were not increased even when the variables were measured less invasively. CONCLUSIONS: In a canine model of endotoxin shock, our system automatically improved and maintained AP and CO at their target values with small performance error. Our system is potentially an attractive clinical tool for rescuing patients with septic shock. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12871-017-0437-9) contains supplementary material, which is available to authorized users. BioMed Central 2017-10-23 /pmc/articles/PMC5654105/ /pubmed/29061119 http://dx.doi.org/10.1186/s12871-017-0437-9 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. 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 Technical Advance
Uemura, Kazunori
Kawada, Toru
Zheng, Can
Li, Meihua
Sugimachi, Masaru
Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title_full Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title_fullStr Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title_full_unstemmed Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title_short Computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
title_sort computer-controlled closed-loop drug infusion system for automated hemodynamic resuscitation in endotoxin-induced shock
topic Technical Advance
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654105/
https://www.ncbi.nlm.nih.gov/pubmed/29061119
http://dx.doi.org/10.1186/s12871-017-0437-9
work_keys_str_mv AT uemurakazunori computercontrolledclosedloopdruginfusionsystemforautomatedhemodynamicresuscitationinendotoxininducedshock
AT kawadatoru computercontrolledclosedloopdruginfusionsystemforautomatedhemodynamicresuscitationinendotoxininducedshock
AT zhengcan computercontrolledclosedloopdruginfusionsystemforautomatedhemodynamicresuscitationinendotoxininducedshock
AT limeihua computercontrolledclosedloopdruginfusionsystemforautomatedhemodynamicresuscitationinendotoxininducedshock
AT sugimachimasaru computercontrolledclosedloopdruginfusionsystemforautomatedhemodynamicresuscitationinendotoxininducedshock