Comprehensive, Flexible and FAIR Tools for the HuBMAP HIVE
Comprehensive, Flexible and FAIR Tools for the HuBMAP HIVE
批准号:
10397722
负责人:
Benedict Paten
金额:
$130.46万
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:
已结题
起止时间:
2021-06-21 至 2022-06-20
关键词:
AddressAnatomyBiological AvailabilityCommunitiesCommunity DevelopmentsComputer softwareComputing MethodologiesDataDevelopmentEnsureFAIR principlesHistologicHuman BioMolecular Atlas ProgramHuman bodyImage AnalysisInternationalLeadLibrariesMeasurementMethodsModelingMolecularParticipantProcessResearchResearch PersonnelResolutionTechnologyTissuesValidationVisionWorkcommunity involvementcomputerized toolsdata integrationdata privacyexperienceflexibilityimprovedinnovationmethod developmentopen sourcequery toolsrepositorysoftware developmenttooltool development
中文摘要
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英文摘要
Abstract
The Human BioMolecular Atlas Program (HuBMAP) will redefine our understanding of the human
body by recovering multi-scale tissue organization -- anatomical, histological, and molecular, at
unprecedented resolution, through computational integration of diverse experimental
measurements. We propose to develop computational methods and tools to enable the use of
HuBMAP collected data by consortium participants, the international research community and the
large software and method development community. Our proposal is focused on three key
directions for the Tools Component: (1) Community involvement: Development of repositories,
APIs, interfaces and schemas to enable the hosting, discovery and integration of tools and
libraries developed by us and others. We would put specific emphasis on making sure that this
process is efficient, reduces duplicated efforts and transparent enabling involvement of the
general developer community. All tools would be developed as open source software. (2)
Innovative tool development: While we intend to rely and use existing tools as much as
possible, we also propose to develop a comprehensive set of innovative tools for the specific
challenges presented by the HuBMAP long term vision and data. These include tools for querying
and retrieving data collected by the HUBMAP, expression and image analysis methods and
libraries, tools for the analysis of spatial and temporal data from the MAP and tools for modeling
and data integration which would enable the integration of HuBMAP data with the vast amounts
of other publicly available biological data. (3) Flexibility: We expect that improved technology
and variance in the specific plans of the Tissue Mapping Centers would lead to additional types
of data that we have not designed tools for in the past. We have thus assembled an experienced
and diverse group of investigators, all with significant experience in tool development that,
together, span the spectrum of potential types of data.
Our proposal includes detailed plans for ensuring that the tools we develop and implement are
findable, accessible, interoperable and reusable (FAIR) and addresses issues related to validation
of tool accuracy and usefulness, data privacy and reproducibly. The Tools component would work
very closely with other HIVE components to disseminate the tools and to connect with both the
developers and the international research communities.
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DOI:
10.1038/s41592-021-01299-w
发表时间:
2021-11
期刊:
Nature methods
影响因子:
48
作者:
[Shafin K, Pesout T, Chang PC, Nattestad M, Kolesnikov A, Goel S, Baid G, Kolmogorov M, Eizenga JM, Miga KH, Carnevali P, Jain M, Carroll A, Paten B]
通讯作者:
Paten B
DOI:
10.1038/s41467-022-29744-0
发表时间:
2022-04-14
期刊:
Nature communications
影响因子:
16.6
作者:
[]
通讯作者:
DOI:
10.1186/s13059-022-02716-9
发表时间:
2022-07-07
期刊:
Genome biology
影响因子:
12.3
作者:
[]
通讯作者:
DOI:
10.1038/s41592-022-01445-y
发表时间:
2022-06
期刊:
NATURE METHODS
影响因子:
48
作者:
[Formenti, Giulio, Rhie, Arang, Walenz, Brian P., Thibaud-Nissen, Francoise, Shafin, Kishwar, Koren, Sergey, Myers, Eugene W., Jarvis, Erich D., Phillippy, Adam M.]
通讯作者:
Phillippy, Adam M.
scResolve: Recovering single cell expression profiles from multi-cellular spatial transcriptomics.
scResolve:从多细胞空间转录组学中恢复单细胞表达谱。
DOI:
10.1101/2023.12.18.572269
发表时间:
2023
期刊:
bioRxiv : the preprint server for biology
影响因子:
--
作者:
[Chen,Hao, Lee,YoungJe, Ovando,JoseA, Rosas,Lorena, Rojas,Mauricio, Mora,AnaL, Bar-Joseph,Ziv, Lugo-Martinez,Jose]
通讯作者:
Lugo-Martinez,Jose
共 23 条
Computational tools for uniform processing and integration of human reference atlas data [2 of 5]
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批准号:10534347
-
项目类别:
-
资助金额:$109.21万
-
财政年份:2022
-
负责人:Benedict Paten
-
依托单位:
Computational tools for uniform processing and integration of human reference atlas data [2 of 5]
-
批准号:10886347
-
项目类别:
-
资助金额:$90.0万
-
财政年份:2022
-
负责人:Benedict Paten
-
依托单位:
Dockstore: The Community Platform for Reproducible Biomedical Workflows and Applications
-
批准号:10491075
-
项目类别:
-
资助金额:$106.77万
-
财政年份:2021
-
负责人:Benedict Paten
-
依托单位:
Dockstore - A Platform for Sharing Tools & Workflows on the Cloud Commons
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批准号:9364284
-
项目类别:
-
资助金额:$81.95万
-
财政年份:2017
-
负责人:Benedict Paten
-
依托单位:
海外基金