Molecular Networks Underlying Resilience to Alzheimer's Disease Among APOE E4 Carriers
Molecular Networks Underlying Resilience to Alzheimer's Disease Among APOE E4 Carriers
批准号:
10188369
负责人:
Christopher A. Gaiteri
金额:
$76.16万
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:
2017-09-30 至 2024-05-31
关键词:
AffectAgingAllelesAlzheimer&aposs DiseaseAlzheimer&aposs disease modelAlzheimer&aposs disease riskAlzheimer’s disease biomarkerApolipoprotein EBayesian NetworkBiologicalBiological MarkersBiologyBrainBrain regionCerebellumClinicalComplexConsensusDNA MethylationDataDementiaDevelopmentDiseaseDisease susceptibilityEpigenetic ProcessEthnic OriginFamily history ofFutureGenderGene ExpressionGenesGeneticGenetic DeterminismGenetic Predisposition to DiseaseGenomeGenomicsGenotypeGoalsHealth and Retirement StudyHeterogeneityHumanImpaired cognitionIncidenceIndividualInterventionLate Onset Alzheimer DiseaseLeadLongitudinal StudiesMemoryMendelian randomizationMethodsMethylationModelingMolecularMultiomic DataNational Institute on AgingNatureNeocortexNerve DegenerationNetwork-basedPathogenesisPathway AnalysisPathway interactionsPenetrancePharmacologic SubstancePharmacologyPredispositionPrefrontal CortexPrevention therapyPrimary PreventionProcessProteinsProteomeProteomicsRaceResearchRiskRisk FactorsSamplingSecondary PreventionStatistical ModelsSystemSystems BiologyTissue SampleTissuesapolipoprotein E-4basebiological systemseffective therapyepigenomeepigenomicsgenetic signaturegenome wide association studyhealth datahigh dimensionalityhigh riskhigh risk populationimprovedinnovationmultidimensional datamultiple omicsneuropathologynew therapeutic targetnovelpolygenic risk scorepredictive modelingpreventrelating to nervous systemreligious order studyrepairedresiliencerisk predictionscreeningsupervised learningtargeted biomarkertherapy developmenttranscriptometranscriptome sequencingtranscriptomics
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
The e4 allele of the Apolipoprotein E (ApoE) gene has been identified as one of the strongest genetic
determinants of late-onset Alzheimer’s disease (AD). In general, the e4 allele is associated with reductions in
neural protection and repair, increasing a carrier’s vulnerability to damage accumulated over his/her lifetime.
Nevertheless, while the penetrance of ApoE e4 is relatively high, a significant proportion of e4 carriers will never
develop AD. The overall goal of this project is to model interactions across multiple omics networks to identify
the biological pathways involved in sporadic AD susceptibility versus resilience among high-risk individuals.
The multifactorial nature of AD suggests that it may manifest as a result of complex interactions across the
genome, epigenome, transcriptome, and proteome. Identifying the central networks involved in AD pathogenesis
will require integrative Systems Biology approaches. The proposed research offers a new and innovative way to
integrate networks—a dominant feature in biology—across multiple tissues and omics platforms, in order to
identify innate and dynamic precursors of resilience to AD, among a high-risk population (e4+). Towards this
goal, we will: (1) employ newly developed GWAS-based network analysis, to identify SNP networks that alter
the association between ApoE e4 and cognitive decline/dementia; (2) generate DNA methylation and RNA-seq
data from brain samples that we will analyze using weighted gene correlation network analysis (WGCNA) to
identify networks associated with AD neuropathology and cognitive decline among ApoE e4+; (3) generate
proteomic data from brain and CSF samples that we will analyze using WGCNA to identify networks associated
with AD neuropathology and cognitive decline among ApoE e4+; (4) use advanced integromic network analysis
to identify multi-omics and multi-tissue pathways and biological systems involved in AD resilience.
The integration of multiple 'omics' data using systems biology will be crucial for unraveling the connections and
interactions between various functional levels involved in complex diseases, such as AD. Overall, our proposed
research will improve understanding of the complex biology underlying AD susceptibility. These studies have the
potential to identify novel therapeutic targets that could inform the development of future pharmacologic
interventions aimed at preventing or slowing AD pathogenesis.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
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Identifying the origins of resilience through human single cell molecular networks, then testing them in diverse, resilient, human IPS lines
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财政年份:2018
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负责人:Christopher A. Gaiteri
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依托单位:
Identifying the origins of resilience through human single cell molecular networks, then testing them in diverse, resilient, human IPS lines
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项目类别:
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资助金额:$109.14万
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财政年份:2018
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依托单位:
Identifying the origins of resilience through human single cell molecular networks, then testing them in diverse, resilient, human IPS lines
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批准号:10730100
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项目类别:
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资助金额:$47.72万
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负责人:Christopher A. Gaiteri
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Identifying the molecular systems, networks, and key molecules that underlie cognitive resilience
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批准号:9439572
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项目类别:
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资助金额:$91.79万
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财政年份:2017
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负责人:Christopher A. Gaiteri
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依托单位:
Identifying the molecular systems, networks, and key molecules that underlie cognitive resilience
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批准号:10729301
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项目类别:
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资助金额:$43.72万
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负责人:Christopher A. Gaiteri
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依托单位:
Identifying the molecular systems, networks, and key molecules that underlie cognitive resilience
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批准号:10229602
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项目类别:
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资助金额:$22.49万
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财政年份:2017
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负责人:Christopher A. Gaiteri
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依托单位:
Identifying the molecular systems, networks, and key molecules that underlie cognitive resilience
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批准号:9565486
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项目类别:
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资助金额:$86.09万
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负责人:Christopher A. Gaiteri
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依托单位:
Identifying the molecular systems, networks, and key molecules that underlie cognitive resilience
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项目类别:
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资助金额:$66.2万
-
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-
负责人:Christopher A. Gaiteri
-
依托单位:
海外基金