Democratization of Data Analysis in Life Sciences Through Galaxy
Democratization of Data Analysis in Life Sciences Through Galaxy
批准号:
10576907
负责人:
ANTON NEKRUTENKO
金额:
$186.39万
依托单位国家:
美国
项目类别:
财政年份:
2012
资助国家:
美国
项目状态:
未结题
起止时间:
2012-02-19 至 2026-01-31
关键词:
AcuteAddressAdministratorAdoptedAreaBiologicalBiological SciencesBiologyCellsCollaborationsCollectionCommunitiesComplementComplexComplex AnalysisComputer AnalysisComputer softwareCustomDataData AnalysesData ScienceData SecurityData SetDecision MakingDemocracyDevelopmentDimensionsDocumentationEducation and OutreachEducational workshopEngineeringEnvironmentExperimental DesignsExposure toGalaxyGenomicsGoalsGrowthHumanInfrastructureLeadLeadershipMaintenanceManuscriptsMethodsModelingModernizationProcessProviderPublicationsResearchResearch PersonnelRunningSamplingSecuritySystemTechnologyTimeTrainingWorkcomputerized data processingdata accessdata explorationdata integrationdata modelingdesigndissemination strategyeditorialexpectationexperienceexperimental studygenomic datalarge datasetslarge scale datamultiple omicsopen sourceprivacy protectionrapid growthskillssuccesstooltool developmenttrend analysisweb portal
中文摘要
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英文摘要
Project Summary
For over a decade, the Galaxy Project (https://galaxyproject.org/) has worked to solve key issues plaguing
modern data intensive biology -- the ability of researchers to access cutting-edge analysis methods, to share
analysis results transparently, and to precisely reproduce complex computational analyses. Galaxy has
become one of the largest and most widely used open source platforms for biological data science. Promoting
openness and collaboration in all facets of the project, from technical decisions to training and leadership, has
enabled us to build a vibrant community of users, developers, system engineers, and educators who
continuously contribute new software features, add the latest tools, adopt to the most modern infrastructure,
author training materials, and lead research and training workshops. Genomics research is continuously
evolving, and current challenges include the rapid growth in size and complexity of new datasets, the
increasing availability of controlled-access datasets with human genomic components, and the continuing
expansion in the breadth of research areas capable of generating high throughput data. The core Galaxy
development team submitting this proposal will respond to these challenges by focusing on the following key
priorities:
- Rearchitect Galaxy for scalability and security using software container technologies;
- Design new user interface (UI) for working with thousands of tools, workflows, and samples;
- Enable interactive exploratory data analysis in Galaxy;
- Facilitate community growth and support;
- Enable effective training and outreach.
Concentrating on these broad priorities will allow us to achieve the ultimate goal of the Galaxy Project:
developing a data analysis medium connecting biomedical experts across the full spectrum of skill sets,
scientific domains, and research practices. For biomedical researchers it will provide a powerful analysis
platform populated with the latest tools and data. For tool developers it will provide a community-supported
mechanism for deploying tools before a wide audience of users. For system administrators and engineers it will
provide a framework they will feel comfortable deploying on any infrastructure. For educators it will provide a
comprehensive collection of materials covering most data analysis needs and an infrastructure for delivering
interactive, hands-on training workshops for audiences of different sizes.
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海外基金