Background: We sought to test the feasibility and efficacy of bihormonal closed-loop blood glucose (BG) control that utilizes subcutaneous (SC) infusion of insulin and glucagon, a model-predictive control algorithm for determining insulin dosing, and a proportional-derivative control algorithm for determining glucagon dosing.
Methods: Thirteen closed-loop experiments (approximately 7-27 h in length) were conducted in six ambulatory diabetic pigs weighing 26-50 kg. In all experiments, venous BG was sampled through a central line in the vena cava. Efficacy was evaluated in terms of the controller's ability to regulate BG in response to large meal disturbances ( approximately 5 g of carbohydrate per kilogram of body mass per meal) based only on regular frequent venous BG sampling and requiring only the subject's weight for initialization.
Results: Closed-loop results demonstrated successful BG regulation to normoglycemic range, with average insulin-to-carbohydrate ratios between approximately 1:20 and 1:40 U/g. The total insulin bolus doses averaged approximately 6 U for a meal containing approximately 6 g per kilogram body mass. Mean BG values in two 24 h experiments were approximately 142 and approximately 155 mg/dl, with the total daily dose (TDD) of insulin being approximately 0.8-1.0 U per kilogram of body mass and the TDD of glucagon being approximately 0.02-0.05 mg. Results also affirmed the efficacy of SC doses of glucagon in staving off episodic hypoglycemia.
Conclusions: We demonstrate the feasibility of bihormonal closed-loop BG regulation using a control system that employs SC infusion of insulin and glucagon as governed by an algorithm that reacts only to BG without any feed-forward information regarding carbohydrate consumption or physical activity. As such, this study can reasonably be regarded as the first practical implementation of an artificial endocrine pancreas that has a hormonally derived counterregulatory capability.
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http://dx.doi.org/10.1177/193229680900300428 | DOI Listing |
J Diabetes Metab Disord
December 2024
Orthopaedic Department, Nuffield Orthopaedic Centre, Oxford University Hospitals NHS Trust, 54124OX3 7LD Oxford, UK.
Objectives: Impaired awareness of hyperglycaemia (IAH) affects approximately 20-40% of people living with type 1 diabetes (T1D), predisposing them to severe hypoglycaemia. This systematic review evaluated the efficacy of closed-loop automated insulin delivery systems (CL-AID) in restoring IAH compared with standard diabetes care, including other diabetes technologies.
Methods: Six electronic databases were searched for published and unpublished observational and randomised-control studies (RCTs) from inception to 29th of May 2024.
Lancet Digit Health
April 2024
Department of Internal Medicine, Amsterdam UMC, Amsterdam, Netherlands.
Background: Management of insulin administration for intake of carbohydrates and physical activity can be burdensome for people with type 1 diabetes on hybrid closed-loop systems. Bihormonal fully closed-loop (FCL) systems could help reduce this burden. In this trial, we assessed the long-term performance and safety of a bihormonal FCL system.
View Article and Find Full Text PDFBMJ Open
August 2023
Vascular Medicine and Endocrinology, UMC Utrecht, Utrecht, The Netherlands.
Introduction: The management of type 1 diabetes (T1DM) has undergone significant advancements with the availability of novel technologies, notably continuous and flash glucose monitoring (CGM and FGM, respectively) and hybrid closed loop (HCL) therapy. The dual hormone fully closed loop (DHFCL) approach with insulin and glucagon infusion has shown promising effects in small studies on glycaemic regulation and quality of life in T1DM.
Methods And Analysis: The Dual Hormone Fully Closed Loop for Type 1 Diabetes (DARE) study is a non-commercial 12-month open-label, two-arm randomised parallel-group trial.
Pharmacoecon Open
November 2023
Unit of PharmacoTherapy, -Epidemiology and -Economics, University of Groningen, Groningen Research Institute of Pharmacy (GRIP), Groningen, The Netherlands.
Introduction: This review aims to critically appraise differences in methodology and quality of model-based and empirical-data-based cost-utility studies to address key limitations, opportunities, and challenges to inform future cost-utility analyses of continuous glucose monitoring (CGM) in type 1 diabetes. This protocol is registered at PROSPERO (CRD42023391284).
Methods: The review will be conducted in accordance with the PRISMA guideline for systematic reviews.
Annu Int Conf IEEE Eng Med Biol Soc
July 2022
Currently, continuous glucose monitoring sensors are used in the artificial pancreas to monitor blood glucose levels. However, insulin and glucagon concentrations in different parts of the body cannot be measured in real-time, and determining body glucagon sensitivity is not feasible. Estimating these states provides more information about the current system status, facilitating improved decision-making by the model-based controller.
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