High-throughput profiling of compound abuse liabilities and identification of addiction-related drug targets using an iPSC-enabled platform
High-throughput profiling of compound abuse liabilities and identification of addiction-related drug targets using an iPSC-enabled platform
批准号:
9912598
负责人:
Celine Maeder
金额:
$32.38万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-09-30 至 2021-08-31
关键词:
AddressAnalgesicsAstrocytesBenchmarkingBiological AssayBiological MarkersBiological SciencesCell LineCell LineageCellsClassificationData AnalysesDevelopmentDrug TargetingEconomic BurdenElectrophysiology (science)Emergency SituationEngineeringGene ExpressionGene Expression AlterationGene Expression ProfilingGene ProteinsGenerationsGlutamatesGovernmentGrowthHumanIn VitroMachine LearningMeasurementMeasuresMethodsMicroscopyModelingMolecularMolecular ProfilingNervous system structureNeuronsOpiate AddictionPharmaceutical PreparationsPhasePhenotypePhysiologicalPhysiologyPositioning AttributeProcessPropertyProtein ArrayProteomicsPublic HealthReporterSpecificityStructureTechnologyTestingTherapeuticTransfectionUnited States National Institutes of HealthValidationaddictionbasedesigndopaminergic neurondrug discoveryexpression vectorhealingin vitro Assayin vitro Modelinduced pluripotent stem cellinnovationmortalitymulti-electrode arraysnew therapeutic targetnovel strategiesnovel therapeuticsopioid epidemicpreventprogramspromoterprotein expressionstemtargeted biomarkertherapeutic candidatetooltranscriptometranscriptome sequencingvector
中文摘要
项目总结/文摘
英文摘要
Project Summary/Abstract
The scale of the US opioid addiction crisis clearly evidences the critical need for breakthroughs to assess
compound abuse liabilities and to enable discovery of new analgesics with minimal abuse potential. We
hypothesize that altered addiction-associated physiology can be modeled in co-cultured hiPSC-derived neuronal
and astrocyte cells and detected by profiling gene expression alterations and associated phenotypic readouts.
Our proposal addresses the significant lack of physiologically-relevant tools capable of profiling relevant
molecular changes that underpin addiction in the human nervous system by executing Specific Aims that
encompass: (1) generation of a panel of multicolor hiPSC-derived neuronal and astrocyte cells with stable
lineage specific fluorescent reporters; (2) execution of a phenotype-based pilot machine learning-enabled
predictive abuse liability screen; and (3) combination of phenotypic profiling and gene expression analysis to
characterize the molecular and cellular changes associated with compound exposure. Successful completion of
our project will deliver 2 significant advances: (1) an important new technical framework to assess abuse potential
of candidate therapeutics early in the development process and (2) an innovative, scalable in vitro assay platform
that enables discovery of targets and associated candidate therapeutics to mitigate addiction phenotypes. These
innovations will position Cairn Biosciences to initiate drug discovery programs that will bring significant societal
benefit by helping to stem the growth of the US opioid crisis and reduce the mortality rates and economic burden
associated with this National Emergency.
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