Genetic Architecture of Aging-Related TDP-43 and Mixed Pathology Dementia
Genetic Architecture of Aging-Related TDP-43 and Mixed Pathology Dementia
批准号:
10658215
负责人:
David William Fardo
金额:
$171.45万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-04-15 至 2026-03-31
关键词:
AddressAffectAgingAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaArteriolosclerosesAutomobile DrivingAutopsyBenignBioinformaticsBiologicalBiometryBrainBrain DiseasesBrain PathologyBrain regionClassificationClinicalCollectionComplexDataData CollectionData SetDatabasesDementiaDetectionDiseaseGenesGeneticGenetic DeterminismGenetic ModelsGenetic Predisposition to DiseaseGenetic RiskGenomicsGenotypeGoalsHandHeritabilityHeterogeneityHumanIndividualInterdisciplinary StudyKnowledgeLinkMapsMethodologyMethodsMultivariate AnalysisNerve DegenerationOutcomePathogenesisPathologicPathologyPathway interactionsPatternPersonsPhenotypePlayPopulationPopulation HeterogeneityPreventionPublic HealthQuantitative Trait LociResearchResourcesRiskRisk FactorsSample SizeSampling StudiesSeveritiesSingle Nucleotide PolymorphismStatistical MethodsSymptomsSystemTestingVariantWorkage relatedagedanalysis pipelinebrain arteriolosclerosisburden of illnesscerebrovascular pathologyclinical riskcomorbiditycomputerized data processingcomputing resourcesdementia riskdigitaldisease phenotypeendophenotypeevidence basegenetic architecturegenetic risk factorgenetic variantgenome wide association studygenome-widegenomic locushippocampal sclerosislimbic-predominant age-related TDP-43 encephalopathymembermixed dementiamultidisciplinarymultimodal dataneuropathologynext generation sequencingnonalzheimer dementianovelprotective factorsprotein TDP-43risk variant
中文摘要
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英文摘要
Aging-related dementia is highly heritable, yet a large proportion of this genetic risk remains unexplained. In
>30% of aged individuals with clinical dementia, autopsy reveals TDP-43 pathology – an enormous and under-
acknowledged public health problem. A term for this prevalent non-Alzheimer’s amnestic dementia-associated
condition was recently proposed: limbic predominant age-related TDP-43 encephalopathy (LATE). There is
great clinical and pathologic heterogeneity among individuals with LATE pathology. Some affected individuals
have a rapid and devastating clinical course, whereas others have relatively benign symptoms. Both the severity
of TDP-43 pathology and the presence of comorbid pathologies appear to be key determinants of clinical
outcomes in LATE. We have generated exciting preliminary data that indicate distinct (and pleiotropic) genetic
risk factors for LATE and associated pathologies. However, there is still an incomplete understanding of the
genetic determinants of these brain diseases. To address this knowledge gap, we will develop a robust analysis
pipeline (leveraging extensive prior work and resources) using data-driven methods to classify pathology
progression and novel statistical methods to analyze genetic risk/protective factors.
AIM 1: Assemble multimodal datasets (including clinical and genetics data) for testing novel hypotheses
about LATE pathogenesis and develop rubrics for “pure” and “mixed” subtypes of pathology
We will leverage extensive data processing resources to derive and test a pathological classification system
optimal for research at the nexus between genetic risk and neuropathologic endophenotypes. Key
endophenotypes in the dataset will include digital neuropathologic assessment of pathologies. Through these
studies, we will gather and curate clinical, genetic, and pathological information on diverse populations.
AIM 2: Identify genetic regions associated with aging-related TDP-43 brain pathology, i.e., LATE
We will employ genome-wide and targeted association testing, predicted quantitative trait loci (QTL) detection,
and subsequent colocalization. Preliminary results demonstrate that our goals are broadly achievable given our
study sample sizes. A set of LATE risk factor genes has been discovered by us and others,2-6 including proof-of-
concept: a LATE neuropathology gene previously linked to clinical Alzheimer’s disease (WWOX).7
AIM 3: Identify genetic regions and biologic pathways associated with LATE-associated neuropathologic
endophenotypes: coexisting hippocampal sclerosis, arteriolosclerosis, and Alzheimer’s disease
We will test the hypotheses that comorbid LATE-related phenotypes share genetic predisposition and can be
treated as subtypes. Further, underlying pathways are discoverable with multivariate methodologies. We will
expand our understanding of the genetic risk factors, disease-associated pathways, and the potential for
modifying those pathways. We will develop and employ multivariate, clustering, and individual-specific network
methods to infer pathways driving LATE-related pathologic phenotypes.
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会议论文
Genetic Architecture of Pure Alzheimer's Disease and Mixed Pathology
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批准号:10712591
-
项目类别:
-
资助金额:$100.15万
-
财政年份:2023
-
负责人:David William Fardo
-
依托单位:
Genomic Architecture of a Key Alzheimer's Disease Mimic: CARTS
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批准号:9926199
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项目类别:
-
资助金额:$52.51万
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财政年份:2019
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负责人:David William Fardo
-
依托单位:
Statistical Genetics Methods for Mixed Pathologies
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批准号:8581491
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项目类别:
-
资助金额:$14.84万
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财政年份:2013
-
负责人:David William Fardo
-
依托单位:
Statistical Genetics Methods for Mixed Pathologies
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批准号:8719903
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项目类别:
-
资助金额:$14.85万
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财政年份:2013
-
负责人:David William Fardo
-
依托单位:
Statistical Genetics Methods for Mixed Pathologies
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批准号:8848016
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项目类别:
-
资助金额:$14.84万
-
财政年份:2013
-
负责人:David William Fardo
-
依托单位:
海外基金