Transcriptome-guided diagnosis and therapy for alcohol use disorder
Transcriptome-guided diagnosis and therapy for alcohol use disorder
批准号:
9906637
负责人:
Laura Brockway Ferguson
金额:
$6.12万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-02-01 至 2021-04-30
关键词:
AcidsAffectAirAlcohol consumptionAlcohol dependenceAlcohol withdrawal syndromeAlcoholismAlcoholsAmygdaloid structureAnimalsAnxietyAreaBehaviorBiologicalBipolar DisorderBloodBrainBrain DiseasesChronicClinicClinicalClinical TrialsCodeComplexComputer AnalysisDataDatabasesDependenceDiagnosisDiagnosticDiscriminant AnalysisDiseaseEthanolExpression ProfilingFemaleFunctional disorderGene ExpressionGene Expression ProfileGenesHealthcareHeavy DrinkingHumanKnowledgeLeadLeast-Squares AnalysisLibrariesLogistic RegressionsMarbleMeasuresMental DepressionMental disordersMethodologyMolecularMusNetwork-basedNeurodegenerative DisordersNucleus AccumbensPathway AnalysisPathway interactionsPatientsPatternPerformancePergolidePharmaceutical PreparationsPharmacologic SubstancePharmacotherapyPopulationPrefrontal CortexProteinsPublic HealthRelapseResearchRodentRodent ModelSchizophreniaSpecimenStructure of terminal stria nuclei of preoptic regionSystemTail SuspensionTestingTherapeuticTimeTissuesTranscriptTranslatingVentral Tegmental AreaWhole BloodWithdrawaladdictionalcohol abuse therapyalcohol availabilityalcohol use disorderartificial neural networkbasebinge drinkingbrain tissueclinical developmentdesigndifferential expressiondisorder riskdrug candidateforced swim testgenome-wide analysisimprovedin vivoinsightmachine learning algorithmmalenegative affectnovel markerpersonalized medicineproblem drinkerrandom forestsuccesstooltranscriptometranscriptome sequencingvapor
中文摘要
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英文摘要
1 Project Summary/Abstract
2 Alcohol Use Disorder (AUD) is a chronic, relapsing condition and a major public health problem with few
3 pharmaceutical treatments available. Systems-based computational strategies that integrate brain gene
4 expression signatures of rodent models of AUD risk with gene expression signatures of pharmaceuticals show
5 promise for identifying compounds that decrease excessive drinking in rodents. However, this methodology
6 has limited clinical potential because it is not possible to obtain brain specimens from patients. Identifying a
7 clinically accessible tissue would facilitate the application of advanced computational approaches to identify
8 better therapeutics for AUD and personalize AUD treatment. To this end, the proposed research aims to
9 determine whether blood can be used as a surrogate tissue for brain by using a within-subjects design to
10 compare transcript levels in both tissues in mice during protracted withdrawal, a sensitive time for relapse to
11 excessive alcohol drinking. The research will also determine whether whole blood transcriptome profiles can be
12 used to classify subjects according to alcohol dependence status and to computationally predict compounds
13 that reduce alcohol consumption and anxiety- and depression-like behavior. The clinical and mechanistic
14 insights that will emerge from the proposed research should be considered independently. The first could lead
15 to effective diagnostic tools or candidate treatments, whereas the second will provide insight into the
16 pathophysiology of AUD. It might be the case that the blood transcriptome at least partially reflects the changes
17 in brain, and that targeting these changes is therapeutic. Or it might be the case that targeting the blood
18 transcriptome is therapeutic, irrespective of brain changes. The proposed study will provide crucial new
19 knowledge about a relatively new and unexplored area of addiction research that could drive molecular-based
20 diagnostic or therapeutic tools and personalized medicine approaches for AUD or other diseases where brain is
21 the primary affected tissue.
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会议论文
RNA biomarkers for alcohol use disorder
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批准号:10808532
-
项目类别:
-
资助金额:$13.55万
-
财政年份:2023
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负责人:Laura Brockway Ferguson
-
依托单位:
Transcriptome-guided diagnosis and therapy for alcohol use disorder
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批准号:10092805
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项目类别:
-
资助金额:$1.96万
-
财政年份:2020
-
负责人:Laura Brockway Ferguson
-
依托单位:
Molecular mechanisms underlying reduction of alcohol consumption by PPAR agonists
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批准号:9171918
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项目类别:
-
资助金额:$3.4万
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财政年份:2015
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负责人:Laura Brockway Ferguson
-
依托单位:
Molecular mechanisms underlying reduction of alcohol consumption by PPAR agonists
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批准号:8975344
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项目类别:
-
资助金额:$3.31万
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财政年份:2015
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负责人:Laura Brockway Ferguson
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依托单位:
海外基金