Pathways to HIV-Associated Neurocognitive Disorders: A Systems Biology Approach
Pathways to HIV-Associated Neurocognitive Disorders: A Systems Biology Approach
批准号:
8145259
负责人:
Steve Horvath
金额:
$30.56万
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-09-17 至 2015-07-31
关键词:
AIDS Dementia ComplexAIDS neuropathyAcquired Immunodeficiency SyndromeAdultAffectAlcohol or Other Drugs useAnti-Retroviral AgentsBiologicalBiological MarkersBrainCell CountCellsChronicCocaineCohort StudiesComplexDataDementiaDiseaseEquationEtiologyEventFCGR3B geneGene ExpressionGene ProteinsGenesGeneticGenetic MarkersGenotypeHIVImmunologyImpairmentIndividualInfiltrationInvestigationLeadMediatingMedicineMethamphetamineMethodsModelingNeurocognitiveNeurocognitive DeficitNeurologicNeuropsychologyOutcomePathogenesisPathway AnalysisPathway interactionsPatientsPharmaceutical PreparationsPharmacologic SubstancePhenotypePrevalencePublic HealthResourcesSeveritiesSystems BiologyT-LymphocyteTherapeuticValidationViral Load resultWeightbrain tissueclinical Diagnosiscohortcostcritical periodgenome-wideinnovationmonocytenetwork modelsneurocognitive testneuroinflammationnovelprophylacticprotein expressionpublic health relevancetherapeutic target
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): The prevalence of HIV-associated neurocognitive disorders (HAND) remains high despite widespread use of intensive antiretroviral medicines. Up to 50% of HIV-infected individuals will develop some degree of HIV-related neurocognitive impairment during their lifetimes, ranging from mild deficits that do not significantly impact day-to-day functioning to debilitating dementia. HAND is likely the result of chronic neuroinflammation, mediated in large part by the infiltration of monocytes into the brain. This neuroinflammation, and subsequently the severity of HAND, are enhanced by use of stimulant drugs, including cocaine and methamphetamine. The cellular cascade of events associated with HIV-associated dementia has been well-described, including alterations in the phenotype of blood monocytes, and changes in gene expression and protein expression within brain tissue. However, the vast majority of HAND involves insidious, often chronic mild neurocognitive deficits that do not evolve into dementia. Despite this, the cellular changes associated with mild HAND have not yet been well-delineated. In the proposed study, we will apply innovative systems biology approaches to the investigation of mild HAND pathogenesis. We focus our investigation on circulating blood monocytes, as these cells are an early and key component of this pathogenesis. We will use integrated weighted gene co-expression network analysis (IWGCNA), developed by the co-PI/PD, to develop meaningful biological pathways derived from monocyte-specific gene expression microarrays, HAND-associated genetic markers, and clinical diagnosis of HAND. Using structural equation modeling, we will then determine how stimulant use and virologic biomarkers (e.g. viral load) modify these pathways. This analytic strategy will first be implemented on a large cohort of HIV-infected individuals from the Multicenter AIDS Cohort Study (MACS). We will then validate our findings on a separate cohort from the National Neurological AIDS Bank (NNAB). To accomplish this ambitious study, we have assembled a collaborative team that includes leaders in immunology, systems biology, neuroAIDS, neuropsychology, and genetics. Further, because we will be relying largely on existing resources and data, the monetary cost and patient burden necessary for the study are extraordinarily low. The results of the study will lead to greater understanding of the mechanisms involved in HAND, provide potential biomarkers of HAND, and identify targets for pharmaceutical prophylactics and therapeutics.
PUBLIC HEALTH RELEVANCE: The impact of HIV-associated neurocognitive disorders (HAND) is substantial, as it is estimated to affect upwards of 50% of HIV-infected individuals at some point during their lives. Understanding the etiology of HAND, especially now that it has shifted to include primarily mild and chronic impairments, is paramount. This study seeks to identify biological pathways involved in mild HAND, and could lead to novel biomarkers and therapeutic targets.
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会议论文
Cross-tissue study of an accelerated epigenetic aging mechanism caused by HIV
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批准号:8836838
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项目类别:
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资助金额:$23.1万
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财政年份:2015
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负责人:Steve Horvath
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依托单位:
The epiGenetIcs Leads to aGe-relAted diseases (GILGA-mesh) Network
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批准号:9291402
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项目类别:
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资助金额:$30.18万
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财政年份:2015
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负责人:Steve Horvath
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依托单位:
The epiGenetIcs Leads to aGe-relAted diseases (GILGA-mesh) Network
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批准号:9146268
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项目类别:
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资助金额:$31.35万
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财政年份:2015
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负责人:Steve Horvath
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依托单位:
Environmental exposure, DNA methylation, and Parkinson's disease
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批准号:8906856
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项目类别:
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资助金额:$19.25万
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财政年份:2014
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负责人:Steve Horvath
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依托单位:
Environmental exposure, DNA methylation, and Parkinson's disease
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批准号:8758444
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项目类别:
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资助金额:$23.1万
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财政年份:2014
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负责人:Steve Horvath
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依托单位:
Statistical Genomics and Systems Biology Workshop
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批准号:8414735
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项目类别:
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资助金额:$18.08万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Systems genetic and reverse phenotypic analysis of age and retirement
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批准号:8882214
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项目类别:
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资助金额:$30.62万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Systems genetic and reverse phenotypic analysis of age and retirement
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批准号:8691636
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项目类别:
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资助金额:$31.57万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Systems genetic and reverse phenotypic analysis of age and retirement
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批准号:8579754
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项目类别:
-
资助金额:$31.57万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Statistical Genomics and Systems Biology Workshop
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批准号:8657457
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项目类别:
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资助金额:$18.47万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Statistical Genomics and Systems Biology Workshop
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批准号:9057880
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项目类别:
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资助金额:$18.47万
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财政年份:2013
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负责人:Steve Horvath
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依托单位:
Pathways to HIV-Associated Neurocognitive Disorders: A Systems Biology Approach
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批准号:8702128
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项目类别:
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资助金额:$30.56万
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财政年份:2010
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负责人:Steve Horvath
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依托单位:
Pathways to HIV-Associated Neurocognitive Disorders: A Systems Biology Approach
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批准号:8305011
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项目类别:
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资助金额:$30.56万
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财政年份:2010
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负责人:Steve Horvath
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依托单位:
Pathways to HIV-Associated Neurocognitive Disorders: A Systems Biology Approach
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批准号:8512687
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项目类别:
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资助金额:$29.33万
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财政年份:2010
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负责人:Steve Horvath
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依托单位:
Bioinformatics and Statistics
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批准号:7979535
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项目类别:
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资助金额:$21.68万
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财政年份:2009
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负责人:Steve Horvath
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依托单位:
Biostatistics and Informatics Core
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批准号:7315091
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项目类别:
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资助金额:$13.8万
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财政年份:2007
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负责人:Steve Horvath
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依托单位:
Bioinformatics and Statistics
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批准号:6903285
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项目类别:
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资助金额:$29.66万
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财政年份:2004
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负责人:Steve Horvath
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依托单位:
Biostatistics and Informatics Core
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批准号:8094363
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项目类别:
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资助金额:$14.83万
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财政年份:2002
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负责人:Steve Horvath
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依托单位:
Biostatistics and Bioinformatics Core
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批准号:9131623
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项目类别:
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资助金额:$17.65万
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财政年份:2002
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负责人:Steve Horvath
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依托单位:
Biostatistics and Bioinformatics Core
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批准号:8555099
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项目类别:
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资助金额:$17.48万
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财政年份:2002
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负责人:Steve Horvath
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依托单位: