Insulin-Glucose-Glucagon Network: Defining a type 1 diabetes progression model
Insulin-Glucose-Glucagon Network: Defining a type 1 diabetes progression model
批准号:
8974151
负责人:
SUE A BROWN
金额:
$148.19万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-09-15 至 2019-06-30
关键词:
AchievementAddressAncillary StudyArtificial PancreasAutoantibodiesAutoimmune ProcessBlood GlucoseC-PeptideCell physiologyClinical TrialsClinical Trials NetworkCollectionControl GroupsDataDevelopmentDiabetes autoantibodiesDiseaseEnrollmentEpinephrineEvaluationFastingFirst Degree RelativeFutureGlucagonGlucoseGoalsHomebound PersonsHospitalsHourHypoglycemiaIndividualInpatientsInsulinInsulin-Dependent Diabetes MellitusIntervention TrialLifeLinkMeasuresMetabolicMethodologyModelingOGTTParticipantPathogenesisPathway interactionsPatientsPersonsPhenotypePopulationPreventionPreventive InterventionRecruitment ActivityRegulationReportingResearch DesignRiskRisk FactorsSamplingSecond Degree RelativeSignal TransductionStagingSystemTestingUrinebasebiobankblood glucose regulationcounterregulationdesigndiariesdrinkingexperiencefield studyfirst phase insulin responseglucose monitorhigh riskimprovedinsulin secretioninsulin sensitivityisletminimally invasivenetwork modelspreventpublic health relevanceresearch clinical testingresponsesimulationtool
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): The goal of the proposed ancillary studies is to establish whether characterization of the insulin-glucagon-glucose (IGG) interactions in first degree relatives of patients with type 1 diabetes (T1D) can provide new information about the pathogenesis, prediction, and progression of the early stages of the disease. The project will enroll individuals from the "Living Biobank" of the TrialNet Pathway to Prevention (PTP) study who are phenotyped with respect to a variety of risk factors, including immunological abnormalities. To the best of our knowledge, the IGG relationships in general and the glucagon phenotype in particular have not been studied in this population. It is known, however, that in T1D the release of glucagon is altered, which is manifested by abnormal postprandial suppression and defective response to hypoglycemia. Several reports indicate that glucagon becomes dysregulated prior to the development of T1D, but comprehensive studies aiming to understand in detail the insulin-glucagon co-dynamics in people at risk for T1D have never been performed. Thus, our goals now are to transfer our expertise in clinical testing and analysis of the IGG interactions and to expand our methodology to characterize the IGG interactions in individuals at risk for developing T1D.To achieve our goals, we will first quantify the primary intra-islet interactions using our Minimal Control Network models of glucagon secretion and counterregulation. Further, our preliminary data show that in patients with T1D, continuous glucose monitoring (CGM) field data provide information about the patient's insulin sensitivity, and glucagon and epinephrine counterregulation. Accordingly, our second goal is to test whether a simple minimally invasive test performed in the field can estimate the state of the IGG interactions. We hypothesize that in first degree relatives of patients with T1D, immunological abnormalities are associated with alterations in the interactions between blood glucose, insulin and glucagon which can be: (i) detected with a combined 10-hour mixed-meal and induced hypoglycemia inpatient test and (ii) correlated with self-collected minimally-invasive CGM field data. The following Specific Aims are proposed for studies in first degree relatives of patients with T1D enrolled in (or screened for participation in) the T1D TrialNet clinical trials network. Aim 1 is to test the hypothesis that immunological abnormalities are associated with abnormally high glucagon responses to a meal and reduced glucagon counterregulatory response to insulin induced hypoglycemia. Aim 2 is to correlate metrics derived from a minimally-invasive CGM-based field test with glucagon responses to a meal and induced hypoglycemia measured in the hospital. When completed, this study will improve the understanding of the pathogenesis of the early stages of T1D and will provide new quantitative tools for prediction and evaluation of insulin-glucagon-glucose interactions relevant to individuals at risk for developing T1D, thereby enabling future preventive intervention trials.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
Predicting Immunological Risk for Stage 1 and Stage 2 Diabetes Using a 1-Week CGM Home Test, Nocturnal Glucose Increments, and Standardized Liquid Mixed Meal Breakfasts, with Classification Enhanced by Machine Learning.
使用 1 周 CGM 家庭测试、夜间血糖增量和标准化液体混合早餐,并通过机器学习增强分类来预测 1 期和 2 期糖尿病的免疫风险。
DOI:
10.1089/dia.2023.0064
发表时间:
2023
期刊:
Diabetes technology & therapeutics
影响因子:
5.4
作者:
[Montaser,Eslam, Breton,MarcD, Brown,SueA, DeBoer,MarkD, Kovatchev,Boris, Farhy,LeonS]
通讯作者:
Farhy,LeonS
Predicting the Risk of Developing Type 1 Diabetes Using a One-Week Continuous Glucose Monitoring Home Test With Classification Enhanced by Machine Learning: An Exploratory Study.
使用为期一周的连续血糖监测家庭测试并通过机器学习增强分类来预测患 1 型糖尿病的风险:一项探索性研究。
DOI:
10.1177/19322968231209302
发表时间:
2024
期刊:
Journal of diabetes science and technology
影响因子:
5
作者:
[Montaser,Eslam, Brown,SueA, DeBoer,MarkD, Farhy,LeonS]
通讯作者:
Farhy,LeonS
ADAPTIVE MOTIF-BASED CONTROL (AMBC): A FUNDAMENTALLY NEW APPROACH TO AUTOMATED TREATMENT OPTIMIZATION FOR TYPE 1 DIABETES
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批准号:10684819
-
项目类别:
-
资助金额:$68.56万
-
财政年份:2022
-
负责人:SUE A BROWN
-
依托单位:
HORMONAL DETERMINANTS OF BONE TURNOVER DURING LACTATION IN POSTPARTUM WOMEN
-
批准号:8167163
-
项目类别:
-
资助金额:$6.55万
-
财政年份:2010
-
负责人:SUE A BROWN
-
依托单位:
Biobehavioral Human-Machine Co-adaptation of the Artificial Pancreas
-
批准号:10613967
-
项目类别:
-
资助金额:$70.02万
-
财政年份:2009
-
负责人:SUE A BROWN
-
依托单位:
Biobehavioral Human-Machine Co-adaptation of the Artificial Pancreas
-
批准号:10381727
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项目类别:
-
资助金额:$70.05万
-
财政年份:2009
-
负责人:SUE A BROWN
-
依托单位:
Biobehavioral Human-Machine Co-adaptation of the Artificial Pancreas
-
批准号:10200019
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项目类别:
-
资助金额:$70.0万
-
财政年份:2009
-
负责人:SUE A BROWN
-
依托单位:
HORMONAL DETERMINANTS OF BONE TURNOVER DURING LACTATION IN POSTPARTUM WOMEN
-
批准号:7951483
-
项目类别:
-
资助金额:$4.39万
-
财政年份:2009
-
负责人:SUE A BROWN
-
依托单位:
HORMONAL DETERMINANTS OF BONE TURNOVER DURING LACTATION IN POSTPARTUM WOMEN
-
批准号:7718575
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项目类别:
-
资助金额:$2.67万
-
财政年份:2008
-
负责人:SUE A BROWN
-
依托单位:
HORMONAL DETERMINANTS OF BONE TURNOVER DURING LACTATION IN POSTPARTUM WOMEN
-
批准号:7606719
-
项目类别:
-
资助金额:$0.09万
-
财政年份:2007
-
负责人:SUE A BROWN
-
依托单位:
Bone Accrual and Hormones in Response to Lactation
-
批准号:7106428
-
项目类别:
-
资助金额:$12.62万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
Bone Accrual and Hormones in Response to Lactation
-
批准号:6816931
-
项目类别:
-
资助金额:$12.62万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
Bone Accrual and Hormones in Response to Lactation
-
批准号:7172044
-
项目类别:
-
资助金额:$10.2万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
Bone Accrual and Hormones in Response to Lactation
-
批准号:6946383
-
项目类别:
-
资助金额:$2.42万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
HORMONAL DETERMINANTS OF BONE TURNOVER DURING LACTATION IN POSTPARTUM WOMEN
-
批准号:7200263
-
项目类别:
-
资助金额:$2.86万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
Bone Accrual and Hormones in Response to Lactation
-
批准号:7482348
-
项目类别:
-
资助金额:$12.62万
-
财政年份:2004
-
负责人:SUE A BROWN
-
依托单位:
Hormonal Determinants of Bone Turnover During Lactation in Postpartum Women
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批准号:6980705
-
项目类别:
-
资助金额:$0.76万
-
财政年份:2003
-
负责人:SUE A BROWN
-
依托单位:
海外基金