An Integrative Multi-Omics Approach to Elucidate Sex-Specific Differences in Alzheimers Disease
An Integrative Multi-Omics Approach to Elucidate Sex-Specific Differences in Alzheimers Disease
批准号:
10434004
负责人:
Marina Sirota
金额:
$79.17万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2024-05-31
关键词:
AgeAge of OnsetAlzheimer&aposs DiseaseAlzheimer&aposs disease brainAlzheimer&aposs disease modelAlzheimer&aposs disease pathologyAlzheimer&aposs disease patientAlzheimer&aposs disease riskAnimal ModelAnimalsApolipoprotein EAutoimmune DiseasesAutoimmunityBrainCell NucleusCellsCommunitiesComplexDataData SetDiagnosticDiseaseDoseEarly DiagnosisEnvironmentEnvironmental Risk FactorEpigenetic ProcessEpisodic memoryFemaleFoundationsFunctional disorderGenderGene ExpressionGene Expression ProfileGenesGeneticGenetic LoadGenomic SegmentGenomicsGenotypeGoalsHeterogeneityHeterozygoteHippocampus (Brain)HomozygoteHumanImmuneImmunityImpaired cognitionInflammagingInflammationInflammatoryInflammatory ResponseLeadLife StyleLightLinkMediatingMedicineMeta-AnalysisMicrogliaMolecularMusNational Institute on AgingNeurodegenerative DisordersOutcomePathogenesisPathogenicityPathway AnalysisPathway interactionsPatientsPhysiologicalPlayProcessResearchResourcesRiskRoleSamplingSeveritiesSex DifferencesShort-Term MemorySmall Nuclear RNASourceTechniquesTechnologyTestingTherapeuticVariantWomananimal dataapolipoprotein E-3apolipoprotein E-4cell typeclinical phenotypecomorbiditycomparativecomputerized toolsdata integrationdisease heterogeneitydisorder preventiondisorder riskgene networkgenome wide association studygenomic datahigh riskhuman datahuman genomicsindividual variationmalemenmouse modelmultiple omicsneuroinflammationnovel therapeuticsprecision medicinesexsingle cell sequencingtranscriptometranscriptome sequencingtranscriptomics
中文摘要
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英文摘要
PROJECT SUMMARY
Alzheimer's disease (AD) is a multifactorial neurodegenerative disorder caused by interactions among
multiple genetic and environmental factors. A large body of evidence has convincingly demonstrated that sex is
a major source of disease heterogeneity and physiologic status. Sex differences in the risk of AD, vulnerability
to apolipoprotein (apo) E genetic load, and severity of AD pathology burden have been established. In addition
to these direct contributors to disease, sex-differences also exist for many of the physiological and co-morbid
conditions known to be risk factors for AD, most notably age-related inflammation. Although the sex differences
in the risk of AD, vulnerability to genetic load and severity of AD pathology burden have been well established,
the molecular underpinnings and pathways that are differentially mediated in male and female AD patients are
still poorly understood. The difference in immunity and inflammatory response during AD process is another
source of the disease heterogeneity; however, the underlying mechanisms remain elusive.
Precision medicine is an emerging integrative approach for disease prevention, early detection, and
treatment, which takes into account individual variability in genetics, epigenetics, sex, environment, and
lifestyle. The current and ever-growing availability of public `omics data of normal and AD brains, including
Gene Expression Omnibus, Array Express and the new National Institute of Aging's Accelerating Medicines
Partnership for Alzheimer's Disease portal (AMP-AD), along with emerging single cell sequencing technologies
and computational tools to dissect molecular drivers of disease at a network level, present a unique new
opportunity to query the interactive effects of apoE4 with sex and inflammation on AD pathogenesis at the
genomic, transcriptomic and single cell level.
By capitalizing on this promise, this proposal aims (1) to analyze publicly available, large-scale
transcriptomic datasets of AD patients and age-matched controls to identify sex and apoE genotype-specific
gene expression signatures of AD, (2) to analyze publicly available, large-scale genomic datasets of AD
patients and age-matched controls to identify genomic regions that are associated with AD differentially in male
and female patients and examine their interactive effects with apoE genotypes, and (3) to leverage single
nucleus RNA-Seq technology to examine sex and apoE genotype specific transcriptomic signatures in an
established mouse model of AD and evaluate their relevance to human data. We aim to specifically interrogate
inflammatory and immune pathways both on the genomic and transcriptomic level in mice and humans
throughout our three specific aims to elucidate the mechanisms by which these pathways lead to the disease
and genotype specific differences in men and women with AD.The outcomes of the proposed studies will shed
light on the molecular pathways that might explain the sex differences in the pathogenesis of AD and which in
turn can inform precision medicine diagnostic and therapeutic strategies.
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财政年份:--
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Integrative Bioinformatics Core
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财政年份:--
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负责人:Marina Sirota
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依托单位:
海外基金