Single-cell transcriptional and epigenomic dissection of Alzheimer's Disease and Related Dementias
Single-cell transcriptional and epigenomic dissection of Alzheimer's Disease and Related Dementias
批准号:
9791035
负责人:
Manolis Kellis
金额:
$134.54万
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:
2018-09-30 至 2021-08-31
关键词:
ATAC-seqAddressAffectAgeAgingAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaAmyloid beta-ProteinAutopsyBayesian MethodBiologicalBlood VesselsBrainBrain regionCellsClassificationCleaved cellClinicalClinical ManagementClinical TrialsCodeCognitionCognitiveDNADNA-Binding ProteinsDataData SetDefectDementiaDepositionDevelopmentDiagnosticDissectionDistalElderlyEnhancersEvaluationFinancial HardshipFrontotemporal DementiaGene Expression ProfilingGenesGeneticGenetic TranscriptionGenetic VariationHippocampus (Brain)IndividualInjuryLewy BodiesLewy Body DementiaLinkMapsMediationMemoryMolecularMolecular ProfilingMutationNeurofibrillary TanglesNeurologicNucleic Acid Regulatory SequencesPathologicPathway interactionsPersonalityPhenotypePlayPrefrontal CortexPublic HealthReligion and SpiritualityResourcesRoleSamplingSenile PlaquesSeveritiesSeverity of illnessSocial BehaviorStrokeTechniquesTechnologyTherapeutic InterventionTransactTransposaseUntranslated RNAVariantalpha synucleinbasecell typecohortdifferential expressionepigenomicsextracellulargene discoverygenetic informationgenome sequencinggenome wide association studygenome-widehealthy aginginsightnew therapeutic targetnovel therapeuticsprognosticrare variantresponsesexsingle-cell RNA sequencingsocialtau Proteinstherapeutic developmenttherapeutic targettraittranscriptomicsvascular cognitive impairment and dementiawhole genome
中文摘要
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英文摘要
Dementia is a major public health problem with substantial personal, social, and financial burden, affecting more than 47 million people worldwide, with no cure to date. The major types of dementia include Alzheimer’s disease (AD), Lewy Body dementia (LBD), and frontotemporal dementia (FTD), which show distinct and overlapping pathological, neurological, and cellular signatures, but their detailed molecular signatures remain uncharacterized. Here, we systematically profile the molecular signatures of AD, LBD, FTD, and healthy aging, at the single-cell level, across traits, individuals, brain regions, cell types, age, sex, and disease severity. We use genetic, epigenomic, and transcriptional profiles, generating a total of ~1.5 million genome-wide maps at the single-cell (sc) level using scRNA-seq and scATAC-seq across 768 post-mortem brain samples from the Religious Order Study and Memory and Aging Project (ROS MAP) cohorts. We analyze the resulting datasets in the context of genetic variation from whole-genome sequencing, and phenotypic variation from rich longitudinal profiling and cognitive evaluations, enabling us to discover genes, control regions, pathways, cell types, and brain regions playing causal roles in AD and ADRD, and how they vary across age, sex, and traits. The resulting datasets will help guide the search for new therapeutics, by providing detailed therapeutic targets, and the specific conditions where they are predicted to act.
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