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
痴呆症是一个重大的公共卫生问题,具有巨大的个人、社会和经济负担,影响着全球4700多万人,迄今尚未治愈。痴呆的主要类型包括阿尔茨海默病(AD)、路易体痴呆(LBD)和额颞叶痴呆(FTD),这些疾病表现出截然不同且重叠的病理、神经和细胞特征,但其详细的分子特征尚不清楚。在这里,我们系统地描述了AD、LBD、FTD和健康衰老的分子特征,在单细胞水平上,跨越特征、个体、大脑区域、细胞类型、年龄、性别和疾病严重程度。我们使用遗传、表观基因组和转录图谱,使用scRNA-seq和scatac-seq在单细胞(Sc)水平上生成了总计约150万个基因组范围的图谱,涉及来自宗教秩序研究和记忆与老龄化项目(ROS MAP)队列的768个死后大脑样本。我们在全基因组测序的遗传变异和丰富的纵向轮廓和认知评估的表型变异的背景下分析得到的数据集,使我们能够发现在AD和ADRD中发挥因果作用的基因、控制区、通路、细胞类型和大脑区域,以及它们如何随年龄、性别和特征而变化。由此产生的数据集将通过提供详细的治疗靶点和预测它们起作用的特定条件,帮助指导寻找新的治疗方法。
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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