Introduction of Heart Rate Monitoring to the Closed-Loop Control of T1DM
Introduction of Heart Rate Monitoring to the Closed-Loop Control of T1DM
批准号:
7939689
负责人:
MARC D BRETON
金额:
$22.87万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-09-30 至 2012-08-31
关键词:
AdultAdverse eventAlgorithmsAppearanceAreaArtificial PancreasArtsBlood GlucoseBolus InfusionChildhoodClinical TrialsComputer SimulationComputer Systems DevelopmentConsumptionDataDetectionDevicesDiabetes MellitusElementsEngineeringEquationEventExerciseFeedbackFinancial compensationFoundationsFutureGenerationsGlucoseGoalsHeart RateHourHyperglycemiaHypoglycemiaImplantInjection of therapeutic agentInsulinInsulin Infusion SystemsInsulin-Dependent Diabetes MellitusInvestigationKineticsLinkMeasuresMetabolicModelingModerate ExerciseMonitorPatientsPatternPerformancePhasePhysical activityPlasmaPopulationPumpRandomizedReactive hypoglycemiaRegimenRegulationResearchResearch DesignRiskSignal TransductionStrenuous ExerciseStudy modelsSystemTechnologyTestingTimeTrainingWorkbaseblindblood glucose regulationdesignglucose monitorglycemic controlinsulin sensitivitypublic health relevanceresponsesedentarysubcutaneous
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): The proposed research focuses on the changes in glucose/insulin dynamics in type 1 diabetes mellitus (T1DM) patients during and after exercise and their quantification via metabolic modeling. Once identified and quantified these dynamics can be used to adapt insulin delivery in response to physical activity and therefore avoid under or over estimation of insulin needs. Exercise can be either announced, or detected via heart rate monitoring. Addition of heart rate monitoring would allow to minimize the hypo- and hyperglycemic episodes frequently following over or under compensation for exercise. Such an optimization would be applicable to standard insulin treatment (basal and meal boluses), open loop glycemic control (adaptive basal and bolus patterns), and will be critical in any closed loop applications. Recent advancements in diabetes technology include two rapidly evolving parallel areas: insulin delivery devices (subcutaneous or implanted insulin pumps) and continuous glucose monitors (CGM) recording frequent glucose determinations. Preliminary studies have now demonstrated that these two types of devices can be linked successfully in a closed-loop glucose control system but it remains to be shown how these systems will react to metabolic disturbances not triggered by meals, such as exercise. Physical activity has been widely recognized as an essential element of the treatment of patients with T1DM patients. However, certain risks and adverse events are associated with exercise, including hypoglycemia. Recent studies in both adult and pediatric populations have demonstrated that patients suffered immediate and late onset hypoglycemic events both if insulin delivery was kept normal, was reduced, and when it was completely stopped during exercise. Moreover, currently tested closed loop glucose control systems solely rely on continuous glucose monitors (CGM) and pump injection feedback and their performance deteriorates when challenged with physical activity. The addition of heart rate as an input signal will allow such systems to detect and react to physical activity; therefore avoiding hypoglycemia both during and most importantly in the hours after a bout of physical activity. The proposed study is organized in two consecutive phases, system engineering and a clinical trial.
Consequently we designed this exploratory study with three principal goals; (i) introduce heart rate as a new metabolic signal in T1DM insulin treatment; (ii) investigate the performances of an artificial pancreas system during and after exercise in T1DM patients; (iii) augment our currently tested artificial pancreas system using heart rate as an exercise marker, targeting avoidance of hypoglycemia post physical activity. We hypothesize that the use of heart rate monitoring will restore the protection against hypoglycemia and postprandial excursion observed during the control condition. Specifically it will result in (i) reduced occurrence of hypoglycemia; (ii) deviation from a euglycemic glucose target; (iii) increased glucose system stability.
PUBLIC HEALTH RELEVANCE: Our study is significant because it focuses on the main impediment to tight glycemic control in type 1 diabetes patients: physical activity. The overall goals of this work is to understand the consequences of moderate exercise on the action of insulin and developing a new generation of glucose control systems that use heart rate as an indicator of physical activity and quantitatively inform the insulin regimen of a patient.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
DOI:
10.2337/db11-1445
发表时间:
2012-09
期刊:
Diabetes
影响因子:
7.7
作者:
[Breton M, Farret A, Bruttomesso D, Anderson S, Magni L, Patek S, Dalla Man C, Place J, Demartini S, Del Favero S, Toffanin C, Hughes-Karvetski C, Dassau E, Zisser H, Doyle FJ 3rd, De Nicolao G, Avogaro A, Cobelli C, Renard E, Kovatchev B, International Artificial Pancreas Study Group]
通讯作者:
International Artificial Pancreas Study Group
Advanced Artificial Pancreas Systems to Enable Fully Automated Glycemic Control in Type 1 Diabetes Mellitus
-
批准号:10676903
-
项目类别:
-
资助金额:$65.8万
-
财政年份:2021
-
负责人:MARC D BRETON
-
依托单位:
Advanced Artificial Pancreas Systems to Enable Fully Automated Glycemic Control in Type 1 Diabetes Mellitus
-
批准号:10276560
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项目类别:
-
资助金额:$68.6万
-
财政年份:2021
-
负责人:MARC D BRETON
-
依托单位:
Advanced Artificial Pancreas Systems to Enable Fully Automated Glycemic Control in Type 1 Diabetes Mellitus
-
批准号:10488207
-
项目类别:
-
资助金额:$67.18万
-
财政年份:2021
-
负责人:MARC D BRETON
-
依托单位:
Translation of the UVA Advanced Automated Insulin Delivery Systems to Clinical Care in Young Children: Glycemic Control, Regulatory Acceptance and Optimization of Day to Day Use
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批准号:10474818
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项目类别:
-
资助金额:$1.94万
-
财政年份:2021
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负责人:MARC D BRETON
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依托单位:
Artificial Pancreas - Adolescent Physiology and Psychology Longitudinal Evaluation (A.P. APPLE)
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批准号:10381710
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项目类别:
-
资助金额:$63.89万
-
财政年份:2020
-
负责人:MARC D BRETON
-
依托单位:
Translation of the UVA Advanced Automated Insulin Delivery Systems to Clinical Care in Young Children: Glycemic Control, Regulatory Acceptance and Optimization of Day to Day Use
-
批准号:10265602
-
项目类别:
-
资助金额:$143.74万
-
财政年份:2020
-
负责人:MARC D BRETON
-
依托单位:
Translation of the UVA Advanced Automated Insulin Delivery Systems to Clinical Care in Young Children: Glycemic Control, Regulatory Acceptance and Optimization of Day to Day Use
-
批准号:10470808
-
项目类别:
-
资助金额:$140.84万
-
财政年份:2020
-
负责人:MARC D BRETON
-
依托单位:
Artificial Pancreas - Adolescent Physiology and Psychology Longitudinal Evaluation (A.P. APPLE)
-
批准号:10597623
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项目类别:
-
资助金额:$61.65万
-
财政年份:2020
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负责人:MARC D BRETON
-
依托单位:
Models, signals, and distributed bio-behavioral control of exercise in diabetes
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批准号:8971447
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项目类别:
-
资助金额:$297.99万
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财政年份:2015
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负责人:MARC D BRETON
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依托单位:
HYPOGLYCEMIA PREVENTION AFTER EXERCISE IN ADOLESCENT T1DM
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批准号:8167207
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项目类别:
-
资助金额:$0.27万
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财政年份:2010
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负责人:MARC D BRETON
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依托单位:
FEASIBILITY STUDY OF A MODULAR CONTROL TO RANGE SYSTEM IN T1DM
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批准号:8167201
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项目类别:
-
资助金额:$3.74万
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财政年份:2010
-
负责人:MARC D BRETON
-
依托单位:
Introduction of Heart Rate Monitoring to the Closed-Loop Control of T1DM
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批准号:7794230
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项目类别:
-
资助金额:$19.25万
-
财政年份:2009
-
负责人:MARC D BRETON
-
依托单位:
ASSESMENT OF INSULIN SENSITIVITY DURING EXERCISE IN TYPE 1 DIABETES MELLITUS
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批准号:7718596
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项目类别:
-
资助金额:$4.48万
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财政年份:2008
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负责人:MARC D BRETON
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依托单位:
GLUCOSE/INSULIN DYNAMICS OF HIGHLY VARIABLE METABOLIC STATES
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批准号:7606725
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项目类别:
-
资助金额:$4.72万
-
财政年份:2007
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负责人:MARC D BRETON
-
依托单位:
Adapting Diabetes Treatment Expert Systems to Patient's Expectations and Psychobehavioral Characteristics in Type 1 Diabetes
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批准号:10088435
-
项目类别:
-
资助金额:$67.29万
-
财政年份:1996
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负责人:MARC D BRETON
-
依托单位:
Biobehavioral Triggers, Mechanisms, and Control of Glucose Variability in T1DM
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批准号:8435931
-
项目类别:
-
资助金额:$40.75万
-
财政年份:1996
-
负责人:MARC D BRETON
-
依托单位:
Biobehavioral Triggers, Mechanisms, and Control of Glucose Variability in T1DM
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批准号:8688993
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项目类别:
-
资助金额:$38.07万
-
财政年份:1996
-
负责人:MARC D BRETON
-
依托单位:
Biobehavioral Triggers, Mechanisms, and Control of Glucose Variability in T1DM
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批准号:8549190
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项目类别:
-
资助金额:$39.63万
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财政年份:1996
-
负责人:MARC D BRETON
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依托单位:
Adapting Diabetes Treatment Expert Systems to Patient's Expectations and Psychobehavioral Characteristics in Type 1 Diabetes
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批准号:10348116
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项目类别:
-
资助金额:$65.73万
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财政年份:1996
-
负责人:MARC D BRETON
-
依托单位:
Adapting Diabetes Treatment Expert Systems to Patient's Expectations and Psychobehavioral Characteristics in Type 1 Diabetes
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批准号:9902405
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项目类别:
-
资助金额:$68.79万
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财政年份:1996
-
负责人:MARC D BRETON
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依托单位:
海外基金