A Big Data Research Study on the Relationship Between Metformin Use and Dementia
A Big Data Research Study on the Relationship Between Metformin Use and Dementia
批准号:
9289078
负责人:
Jeffrey F. Scherrer
金额:
$20.63万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-15 至 2019-03-31
关键词:
AccountingAddressAfrican AmericanAge-YearsAgingAmyloid beta-ProteinAnimal ModelAntidiabetic DrugsBig DataBlood - brain barrier anatomyCharacteristicsClinicalCognitiveComorbidityConsensusDataData SourcesDementiaDiabetes MellitusDiagnosisDoseElectronic Health RecordEligibility DeterminationEnsureExclusion CriteriaFamilyGenderGlucoseGlycosylated hemoglobin AHealthHealthcare SystemsHispanicsHumanInsulinLaboratoriesLiteratureMeasuresMedicalMemoryMentally Ill PersonsMetforminMethodsNon-Insulin-Dependent Diabetes MellitusObservational StudyOxidative StressPatientsPersonsPharmaceutical PreparationsPharmacologyPopulationPrevalenceProbabilityProceduresProviderPublic HealthRandomized Controlled TrialsRecording of previous eventsReportingRetrospective cohortRetrospective cohort studyRiskRisk FactorsRodent ModelSamplingSeriesSeveritiesSocietiesSulfonylurea CompoundsSystemTestingTimeUnited StatesUnited States Department of Veterans AffairsVeteransWeightage groupanalytical methodbaseclinical practicecohortconditioned fearcostcost efficientdata resourcedesigndiabeticepidemiology studyevidence basefollow-uphazardhealth administrationhealth care deliveryhealth datahigh riskimprovedmodifiable risknovelolder patientpatient populationprematurepreventprotective effectresearch studyvolunteer
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Dementia is a common and greatly feared condition associated with aging. In the United States, the
prevalence of dementia is expected to nearly triple to 13 million persons by 2050. Type 2 diabetes mellitus
(T2DM), a risk factor for dementia, is also rapidly increasing. Emerging data suggests the first line treatment
for T2DM, metformin, may decrease dementia risk. In animal models, metformin improves memory and
appears to protect against dementia. If this finding is established in humans, it could inform clinical decisions
including how early in the course of diabetes to initiate metformin and whether to continue metformin when
patients transition to insulin. However, definitive data are lacking. Randomized controlled trials (RCTs) have
not been conducted to study whether metformin prevents dementia in humans. It would be premature to
conduct an RCT given the current state of the literature and the high cost and long follow-up time required.
Inconsistent results from extant observational studies may be due to inadequate control for confounding.
The current proposal uses rich electronic health data resources from the Veterans Health
Administration (VA) and Group Health (GH), an integrated healthcare system in the Northwest United States,
to conduct a rigorous retrospective cohort study of the association between metformin use and incident
dementia. We will use electronic health records (EHR) to identify a cohort of about 100,000 VA patients and
20,000 GH patients who have T2DM and are free of dementia and not taking diabetes medications at baseline.
We will use a new user design and state of the art analytic methods including propensity scores and inverse
probability of treatment weighting to control for potential confounding factors including diabetes severity. The
long observation periods (17 years in VA and 20 years in GH) will ensure adequate power. The rich EHR data
including diagnoses, procedures, laboratory and vital signs measures will enable us to control for many
potential confounding factors such as hemoglobin A1c levels, medical and psychiatric comorbidities, and the
use of concomitant medications. The primary analysis will use VA data, and findings will be replicated using
GH data; independent replication in two unique large healthcare systems will improve the validity of our
findings. We will address the following specific aims: 1. Compare risk of dementia in people initiating metformin
for T2DM versus those initiating a sulfonylurea. 2. Compare risk of dementia in people initiating metformin vs.
those delaying initial pharmacologic therapy, 3. Determine if the metformin – dementia association varies by
age groups (50-65 vs. >65 years of age) and by gender. Exploratory analysis will investigate metformin dose
and duration and risk of dementia. By using the same measures and methods to replicate results in very
different patient populations, we will generate the strongest evidence to date regarding metformin’s potential to
reduce risk of dementia. Results will inform provider-patient discussions about metformin use and could guide
design of a subsequent, efficient RCT that targets people most likely to benefit from metformin.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Clinically Meaningful PTSD Improvement: Reducing Risk for Adverse Outcomes in Comorbid Cardiometabolic Disease
-
批准号:10510354
-
项目类别:
-
资助金额:$45.14万
-
财政年份:2022
-
负责人:Jeffrey F. Scherrer
-
依托单位:
Clinically Meaningful PTSD Improvement: Reducing Risk for Adverse Outcomes in Comorbid Cardiometabolic Disease
-
批准号:10683312
-
项目类别:
-
资助金额:$41.43万
-
财政年份:2022
-
负责人:Jeffrey F. Scherrer
-
依托单位:
Pathways from Chronic Prescription Opioid Use to New Onset Mood Disorder
-
批准号:10348114
-
项目类别:
-
资助金额:$60.82万
-
财政年份:2019
-
负责人:Jeffrey F. Scherrer
-
依托单位:
Pathways from Chronic Prescription Opioid Use to New Onset Mood Disorder
-
批准号:9908067
-
项目类别:
-
资助金额:$68.34万
-
财政年份:2019
-
负责人:Jeffrey F. Scherrer
-
依托单位:
Pathways from Chronic Prescription Opioid Use to New Onset Mood Disorder
-
批准号:10553647
-
项目类别:
-
资助金额:$54.78万
-
财政年份:2019
-
负责人:Jeffrey F. Scherrer
-
依托单位:
PTSD Treatment: Effects on Health Behavior, Cardiovascular and Metabolic Disease
-
批准号:9265123
-
项目类别:
-
资助金额:$69.12万
-
财政年份:2016
-
负责人:Jeffrey F. Scherrer
-
依托单位:
Prescription Opioid Analgesics and Risk of Major Depression
-
批准号:8700918
-
项目类别:
-
资助金额:$20.22万
-
财政年份:2014
-
负责人:Jeffrey F. Scherrer
-
依托单位:
海外基金