The Impact of Interventions to Treat Incident Diabetes on Circulating microRNAs in the Diabetes Prevention Program
The Impact of Interventions to Treat Incident Diabetes on Circulating microRNAs in the Diabetes Prevention Program
批准号:
10545053
负责人:
Elena Flowers
金额:
$52.36万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-04-02 至 2025-01-31
关键词:
AdultAnticoagulantsBehaviorBiologicalBloodBlood GlucoseCharacteristicsClinicalCollectionComplexConduct Clinical TrialsCross-Sectional StudiesDataDevelopmentDiabetes MellitusDiseaseEnvironmentEnvironmental Risk FactorEtiologyFastingFlow CytometryFundingGene ExpressionGeneticGenetic Predisposition to DiseaseGenomicsHeparinImpairmentIncidenceIndividualInsulinInterventionKnowledgeLife StyleLongitudinal StudiesMeasuresMetforminMicroRNAsMissionModelingNational Institute of Diabetes and Digestive and Kidney DiseasesNatureNon-Insulin-Dependent Diabetes MellitusObservational StudyOverweightParticipantPhysical activityPlacebosPlasmaPrecision HealthPublic HealthRiskRisk FactorsRisk ReductionSamplingSpecimenTestingTimeUnited StatesUnited States National Institutes of HealthWeightYogaarmcirculating microRNAcohortcostdetection assaydiabetes prevention programextracellulargroup interventionimprovedinsightinter-individual variationlifestyle factorslifestyle interventionnovel markernovel strategiespharmacologicphenotypic dataprecision medicinepredicting responsepredictive markerpreventrandomized, clinical trialsresponserisk predictionsample collectiontreatment arm
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Circulating MicroRNAs Associated with Intensive Lifestyle Intervention and Metformin in the Diabetes
Prevention Program Cohort
Project summary
Type 2 diabetes is priority for both public health and precision medicine. The etiology of type 2 diabetes is
complex and both genetic and lifestyle/environmental factors contribute to risk. Current approaches to risk
prediction and risk reduction are limited because they fail to account for the interactions between biological and
lifestyle risk factors. MicroRNAs regulate expression of genes in response to lifestyle factors and capture the
combined effects of genetic predisposition and the environment. Extracellular circulating microRNAs, which are
readily detectable in blood, are emerging as useful indicators of disease etiology and show changes in response
to the environment and behaviors. Our own prior studies and others have provided preliminary information about
microRNAs as predictive biomarkers for incident type 2 diabetes and responses to risk reduction interventions.
We showed that circulating microRNAs are associated with risk for type 2 diabetes, response to an insulin
sensitizing pharmacologic agent, and lifestyle interventions (e.g., yoga, physical activity). Prior studies have been
primarily cross-sectional in nature and were not powered to evaluate clusters of microRNAs as predictive
markers. This study will determine whether microRNAs predict incident type 2 diabetes and whether there are
interactions with risk reduction interventions. We will measure microRNAs in a subset of plasma samples banked
at the NIDDK biorespository from participants in the completed NIH-funded Diabetes Prevention Program (DPP)
trial that tested the effect of metformin, intensive lifestyle intervention, and placebo on risk for type 2 diabetes.
This trial showed intensive lifestyle intervention decreased incidence of type 2 diabetes by 58% and metformin
by 31% compared to placebo. The existing phenotypic data and biologic specimens from the DPP trial provide
an exceptional opportunity to evaluate the relationships between longitudinal changes in both microRNAs and
risk for type 2 diabetes in an extremely well characterized sample of individuals who underwent interventions
that decreased incidence of type 2 diabetes. Circulating microRNAs will be measured using a flow cytometry-
based direct detection assay that is compatible with heparin, the anticoagulant used for sample collection in the
DPP trial. This study will be the first to evaluate, in a large, rigorously conducted clinical trial, microRNAs,
singularly and as clusters, as predictors of type 2 diabetes and interactions with risk reduction interventions. This
will also be the first study to model longitudinal trajectories of microRNAs and fasting blood glucose over time.
This knowledge will improve our understanding of inter-individual variability in risk prediction, optimization of risk
reduction interventions, and mechanisms for type 2 diabetes and responses to risk reduction interventions.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1093/database/baad014
发表时间:
2023-04-25
期刊:
Database : the journal of biological databases and curation
影响因子:
--
作者:
[]
通讯作者:
Mentorship of Individuals from Historically Under-Represented Groups in Health Sciences Research
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批准号:10794080
-
项目类别:
-
资助金额:$7.02万
-
财政年份:2023
-
负责人:Elena Flowers
-
依托单位:
Empirically Based Career Development Program for Historically Under-Represented Early Career Trainees Supported by NIDDK
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批准号:10746352
-
项目类别:
-
资助金额:$15.95万
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财政年份:2023
-
负责人:Elena Flowers
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依托单位:
Exploratory Analysis of the Functional Implications of MicroRNAs Associated with Incident Type 2 Diabetes and Related Risk Factors.
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批准号:10404815
-
项目类别:
-
资助金额:$4.66万
-
财政年份:2020
-
负责人:Elena Flowers
-
依托单位:
The Impact of Interventions to Treat Incident Diabetes on Circulating microRNAs in the Diabetes Prevention Program
-
批准号:10337277
-
项目类别:
-
资助金额:$61.94万
-
财政年份:2020
-
负责人:Elena Flowers
-
依托单位:
The Impact of Interventions to Treat Incident Diabetes on Circulating microRNAs in the Diabetes Prevention Program
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批准号:10502867
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项目类别:
-
资助金额:$4.66万
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财政年份:2020
-
负责人:Elena Flowers
-
依托单位:
Evaluating Longitudinal Relationships Between Circulating MicroRNAs and Risk for Type 2 Diabetes and Responses to Behavioral Interventions
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批准号:9975150
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项目类别:
-
资助金额:$20.19万
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财政年份:2018
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负责人:Elena Flowers
-
依托单位:
海外基金