The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
批准号:
10162463
负责人:
Brittany Nicole Dugger
金额:
$93.56万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-08-01 至 2024-04-30
关键词:
AdultAffectAgeAlzheimer&aposs DiseaseAlzheimer&aposs disease pathologyAlzheimer&aposs disease patientAnatomyAutopsyBrainBrain regionCaliforniaCerebrovascular DisordersCessation of lifeCharacteristicsClinicalComplementComputer Vision SystemsConsumptionCubanDataDementiaDemographic FactorsDepositionDevelopmentDiabetes MellitusDiagnosisDiseaseDominicanEducationElderlyEvaluationEventFrequenciesGeneticGleanGoalsHeterogeneityHispanicsHumanHyperlipidemiaHypertensionIndividualKnowledgeLewy BodiesLightLocationMachine LearningMeasurementMeasuresMedical GeneticsMethodsMexicanNeurofibrillary TanglesNot Hispanic or LatinoPathologicPathologyPhasePhenotypePopulationPrevention strategyPreventive measurePuerto RicanRecording of previous eventsResearchResourcesRisk FactorsSan FranciscoSenile PlaquesSpecificityStatistical sensitivityStrokeSystemTechniquesTemporal LobeTestingTimeUniversitiesbasebrain healthcardiovascular disorder riskcardiovascular risk factorcerebrovascularclinical practicecohortcomorbiditydeep learningdementia riskdensitydisorder riskepidemiologic datahigh riskindexinginnovationinsightmachine learning algorithmneuropathologyprotective factorssexsocial culturetooltreatment strategy
中文摘要
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英文摘要
Abstract: Hispanics are the fastest growing population in the US and epidemiological data suggests they are
at a higher risk of developing Alzheimer’s disease and have a higher occurrence of cerebrovascular disease
(CVD) when compared to non-Hispanic Whites (NHWs). AD is defined neuropathologically by the deposition of
neurofibrillary tangles (NFTs) and amyloid plaques. In addition to these hallmarks, many AD patients have mixed
neuropathologies, including Lewy bodies (LBs) and pathological indices of CVD. Studies, involving mainly
NHWs, have shown associations of these neuropathologies with clinical, genetic, and demographic variables
providing insights into disease mechanisms and prevention strategies. However, there is a relative dearth of
neuropathology studies on Hispanics. It is imperative to have neuropathology studies with individuals having
diverse characteristics as this maximizes variability allowing for better identification of disease risk factors for
more precision in development of preventative measures. This study will examine the neuropathologic
landscape (the presence, location, and density of NFTs, plaques, CVD and LBs) of Hispanics compared to NHWs
and determine if this landscape is altered by clinical, genetic, and demographic variables. To achieve efficiencies
in time and further measurement precision we will enhance and adapt innovative machine learning algorithms to
narrow in on pathology location and provide more quantitative analyses. Based on previous findings our central
hypothesis is that Hispanics will have different neuropathologic landscapes when compared to NHWs and these
differences are influenced by underlying risk factors, especially cardiovascular risk factors. Our specific aims
are to: 1) profile the presence, location, and semi-quantitative densities of NFTs, plaques, LBs, and pathological
indices of CVD in the setting of AD in Hispanics compared to NHWs, 2) profile and determine if pathologic
measures from Aim 1 are altered by clinical, genetic, and demographic variables (APOE status, Hispanic origin,
age at death, clinical history of cerebrovascular events (i.e. stroke), hyperlipidemia, diabetes, hypertension, sex,
and/or education) and 3) strengthen and adapt a deep learning pipeline for quantifying AD pathologies. We will
capitalize on existing well-characterized resources within three Alzheimer’s disease centers at University of
California- Davis, the University of California- San Diego, and Columbia that contain a diverse autopsy confirmed
AD Hispanic and NHW cohort. Also, we will use machine learning resources at the University of California San
Francisco. This proposal will be the first largescale initiative to delineate the neuropathology in over 100
Hispanics of Mexican, Puerto Rican, Cuban, and Dominican origins compare to over 200 NHWs and determine
the impact of comorbid risk factors. Profiling neuropathologic landscapes and understanding underlying factors
has potential to shed light on mechanistic differences in disease development leading to better diagnosis,
treatment, and prevention strategies. Results will directly advance understanding of brain health (pathology) in
an important and growing part of the elderly population that to date there is miniscule neuropathology information.
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The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
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批准号:9978675
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项目类别:
-
资助金额:$85.93万
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财政年份:2019
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负责人:Brittany Nicole Dugger
-
依托单位:
The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
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批准号:10618177
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项目类别:
-
资助金额:$63.09万
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财政年份:2019
-
负责人:Brittany Nicole Dugger
-
依托单位:
The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
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批准号:10386888
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项目类别:
-
资助金额:$95.91万
-
财政年份:2019
-
负责人:Brittany Nicole Dugger
-
依托单位:
The Neuropathologic Landscape of Alzheimer's Disease in Hispanic Decedents
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批准号:10336290
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项目类别:
-
资助金额:$29.41万
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财政年份:2019
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负责人:Brittany Nicole Dugger
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依托单位:
海外基金