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Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial

INTRODUCTION: Closed-loop (CL) systems modulate insulin delivery according to glucose levels without nurse input. In a prospective randomized controlled trial, we evaluated the feasibility of an automated closed-loop approach based on subcutaneous glucose measurements in comparison with a local slid...

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Autores principales: Leelarathna, Lalantha, English, Shane W, Thabit, Hood, Caldwell, Karen, Allen, Janet M, Kumareswaran, Kavita, Wilinska, Malgorzata E, Nodale, Marianna, Mangat, Jasdip, Evans, Mark L, Burnstein, Rowan, Hovorka, Roman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4056260/
https://www.ncbi.nlm.nih.gov/pubmed/23883613
http://dx.doi.org/10.1186/cc12838
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author Leelarathna, Lalantha
English, Shane W
Thabit, Hood
Caldwell, Karen
Allen, Janet M
Kumareswaran, Kavita
Wilinska, Malgorzata E
Nodale, Marianna
Mangat, Jasdip
Evans, Mark L
Burnstein, Rowan
Hovorka, Roman
author_facet Leelarathna, Lalantha
English, Shane W
Thabit, Hood
Caldwell, Karen
Allen, Janet M
Kumareswaran, Kavita
Wilinska, Malgorzata E
Nodale, Marianna
Mangat, Jasdip
Evans, Mark L
Burnstein, Rowan
Hovorka, Roman
author_sort Leelarathna, Lalantha
collection PubMed
description INTRODUCTION: Closed-loop (CL) systems modulate insulin delivery according to glucose levels without nurse input. In a prospective randomized controlled trial, we evaluated the feasibility of an automated closed-loop approach based on subcutaneous glucose measurements in comparison with a local sliding-scale insulin-therapy protocol. METHODS: Twenty-four critically ill adults (predominantly trauma and neuroscience patients) with hyperglycemia (glucose, ≥10 mM) or already receiving insulin therapy, were randomized to receive either fully automated closed-loop therapy (model predictive control algorithm directing insulin and 20% dextrose infusion based on FreeStyle Navigator continuous subcutaneous glucose values, n = 12) or a local protocol (n = 12) with intravenous sliding-scale insulin, over a 48-hour period. The primary end point was percentage of time when arterial blood glucose was between 6.0 and 8.0 mM. RESULTS: The time when glucose was in the target range was significantly increased during closed-loop therapy (54.3% (44.1 to 72.8) versus 18.5% (0.1 to 39.9), P = 0.001; median (interquartile range)), and so was time in wider targets, 5.6 to 10.0 mM and 4.0 to 10.0 mM (P ≤ 0.002), reflecting a reduced glucose exposure >8 and >10 mM (P ≤ 0.002). Mean glucose was significantly lower during CL (7.8 (7.4 to 8.2) versus 9.1 (8.3 to 13.0] mM; P = 0.001) without hypoglycemia (<4 mM) during either therapy. CONCLUSIONS: Fully automated closed-loop control based on subcutaneous glucose measurements is feasible and may provide efficacious and hypoglycemia-free glucose control in critically ill adults. TRIAL REGISTRATION: ClinicalTrials.gov Identifier, NCT01440842.
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spelling pubmed-40562602014-06-16 Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial Leelarathna, Lalantha English, Shane W Thabit, Hood Caldwell, Karen Allen, Janet M Kumareswaran, Kavita Wilinska, Malgorzata E Nodale, Marianna Mangat, Jasdip Evans, Mark L Burnstein, Rowan Hovorka, Roman Crit Care Research INTRODUCTION: Closed-loop (CL) systems modulate insulin delivery according to glucose levels without nurse input. In a prospective randomized controlled trial, we evaluated the feasibility of an automated closed-loop approach based on subcutaneous glucose measurements in comparison with a local sliding-scale insulin-therapy protocol. METHODS: Twenty-four critically ill adults (predominantly trauma and neuroscience patients) with hyperglycemia (glucose, ≥10 mM) or already receiving insulin therapy, were randomized to receive either fully automated closed-loop therapy (model predictive control algorithm directing insulin and 20% dextrose infusion based on FreeStyle Navigator continuous subcutaneous glucose values, n = 12) or a local protocol (n = 12) with intravenous sliding-scale insulin, over a 48-hour period. The primary end point was percentage of time when arterial blood glucose was between 6.0 and 8.0 mM. RESULTS: The time when glucose was in the target range was significantly increased during closed-loop therapy (54.3% (44.1 to 72.8) versus 18.5% (0.1 to 39.9), P = 0.001; median (interquartile range)), and so was time in wider targets, 5.6 to 10.0 mM and 4.0 to 10.0 mM (P ≤ 0.002), reflecting a reduced glucose exposure >8 and >10 mM (P ≤ 0.002). Mean glucose was significantly lower during CL (7.8 (7.4 to 8.2) versus 9.1 (8.3 to 13.0] mM; P = 0.001) without hypoglycemia (<4 mM) during either therapy. CONCLUSIONS: Fully automated closed-loop control based on subcutaneous glucose measurements is feasible and may provide efficacious and hypoglycemia-free glucose control in critically ill adults. TRIAL REGISTRATION: ClinicalTrials.gov Identifier, NCT01440842. BioMed Central 2013 2013-07-24 /pmc/articles/PMC4056260/ /pubmed/23883613 http://dx.doi.org/10.1186/cc12838 Text en Copyright © 2013 Leelarathna et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Leelarathna, Lalantha
English, Shane W
Thabit, Hood
Caldwell, Karen
Allen, Janet M
Kumareswaran, Kavita
Wilinska, Malgorzata E
Nodale, Marianna
Mangat, Jasdip
Evans, Mark L
Burnstein, Rowan
Hovorka, Roman
Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title_full Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title_fullStr Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title_full_unstemmed Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title_short Feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
title_sort feasibility of fully automated closed-loop glucose control using continuous subcutaneous glucose measurements in critical illness: a randomized controlled trial
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4056260/
https://www.ncbi.nlm.nih.gov/pubmed/23883613
http://dx.doi.org/10.1186/cc12838
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