Integrated NMR for Complex Systems
Integrated NMR for Complex Systems
批准号:
10089604
负责人:
Woonghee Lee
金额:
$24.61万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-01-02 至 2025-12-31
关键词:
3-DimensionalAlgorithmsAutomationBayesian AnalysisBenchmarkingBooksChemicalsCommunitiesComplexConsumptionCryoelectron MicroscopyDataData AnalysesData CollectionData SetDetectionDimensionsDiseaseFeedbackHomology ModelingHybridsIndividualInfrastructureInterventionJointsLabelMachine LearningManualsMembrane ProteinsMethodsModernizationMorphologic artifactsNoisePerformancePhasePreparationProcessProteinsReproducibilityResearchResolutionResourcesRoentgen RaysSamplingSignal TransductionSourceSpeedStructural ModelsStructureSystemTechnologyTestingTimeTitrationsUnited States National Institutes of HealthVertebral columnVisualizationVisualization softwarebasebeta pleated sheetcomputerized data processingcomputing resourcesconformercostdata acquisitiondata handlingexperimental studygraphical user interfacehigh dimensionalityimprovedmolecular dynamicsmultidimensional datamultiple datasetsparallel computerprogramsprotein complexreconstructionrestraintsolid state nuclear magnetic resonancethree dimensional structuretool
中文摘要
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英文摘要
TR&D 3 SUMMARY
Assigning each resonance in an NMR spectrum to individual atoms in a molecule is essential to almost every
NMR project. Automated programs are successful for assignment of smaller soluble proteins, but frequently fail
for larger proteins and complexes, asymmetric oligomers, and systems with predominantly one secondary
structure such as helical membrane proteins or beta-sheet fibrils. For most systems, the assignment process –
sample preparation, experiment selection, data processing, signal identification and data analysis to achieve
assignments – is expensive, time consuming and requires significant manual effort. This manual intervention
requires expertise to be done well, and poor execution at any step makes subsequent steps more difficult.
Here we propose to develop algorithms and guided user interfaces that will automate processing of higher
dimensional spectra, improve automated peak picking, and tailor acquisition of NMR spectra for assignment to
maximize data and minimize cost in a fully-automated, integrated data acquisition, assignment and structure
determination platform. Automation of this process will improve the reproducibility of NMR data analysis,
reduce the time and cost of NMR studies, and make NMR more accessible to the broad research community.
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Integrated NMR for Complex Systems
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批准号:10573330
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项目类别:
-
资助金额:$22.62万
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财政年份:2021
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负责人:Woonghee Lee
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依托单位:
Integrated NMR for Complex Systems
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批准号:10323286
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项目类别:
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资助金额:$23.87万
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财政年份:2021
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负责人:Woonghee Lee
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依托单位:
海外基金