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DMMCore: Data and Model Management Core for ERASysAPP & Europe

DMMCore: Data and Model Management Core for ERASysAPP & Europe
DMMCore:ERASysAPP 的数据和模型管理核心
批准号:
BB/M013189/1
负责人:
Carole Goble
金额:
$129.43万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2014
资助国家:
英国
项目状态:
已结题
起止时间:
2014 至 --

项目摘要

项目成果

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中文摘要
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英文摘要
This project, in partnership with colleagues in HITS, Heidelberg and Sybit, Switzerland, aims at establishing an internationally sustained Data and Model Management service to the European Systems Biology community. Many projects in Systems Biology have been funded worldwide. However, it is often not clear how the results are made available to further research. Some result data sets or models are stored in public resources, but not all. Other repositories are ripe for a greater exploitation world-wide. Funding agencies now expect new projects to publish their results using open access and to provide a data management and data sustainability plan to assure that their investment has the desired impact. However, the researchers often have neither the means nor the knowledge necessary to publish and maintain their results according to the necessary standards so that they remain available beyond the end of their project. The results as requested by the publishers are often insufficient to be able to reliably reproduce results. Models and standard operating procedures are often not available or are not sufficiently described to be reproducible. This introduces inefficiencies, as the limited reusability and impact of project results on future projects leads to reinventions of methods and tools and slows the pace of scientific progress. Systems Biology projects often have large and heterogeneous data sets, always have mathematical models based on experimental data. Such projects usually have researchers from various disciplines at many locations collaborating, where direct communication is often difficult not just because of the locality but also due to different semantics among disciplines. A shared software interface with transparent data and links to models is essential to allow for interdisciplinary research and to interact among research groups in Systems Biology. The iterative cycle between experiment and models that is typical in System Biology projects, mandates a good versioning system for experiment and model versions as well as investigation-study organisational structures such that the project workflow is clear and reproducible. Furthermore, a strict adherence to community standards and standard operating procedures is important for linking data and models created by different project members. A management platform needs to support experimental workflows and model and data linkages, with good tools for data and model annotation and adherence to standard formats of representation. In order to have all the information for a reproducible scientific process, data for model construction and model validation need to be clearly separated and all data, models and Standard Operating Procedures must be made available for download. Dedicated software platforms and tools are necessary to lift scientific research in Systems Biology up to industrial standards of reproducibility and quality control. In this project we will establish a sustainable European data and model e-infrastructure for the European systems biology community with a long-term business model. We will found a European wide Data & Model Management Network to support and promote data and model management and capacity building, using the EraSysAPP ERANet as a seed. We will disseminate knowledge and standards, coordinating with related e-infrastructures such as ELIXIR and ISBE, and interacting with community related policy and standards settings. We will develop the necessary toolset and set up a data and model management platform for Systems Biology projects by combining and further developing/improving the well-proven software platforms SEEK and openBIS with a pool of public tools and resources, working closely with both the user and the developer communities. Finally, we will establish a sustainable training programming on the use and development of the platform and on data/model management practices for Systems Biology.
期刊论文(10)
专著(0)
科研奖励(0)
会议论文
FAIRDOM approach for semantic interoperability of systems biology data and models
用于系统生物学数据和模型语义互操作性的 FAIRDOM 方法
DOI: --
发表时间: 2016
期刊: CEUR Workshop Proceedings
影响因子: --
作者: [Krebs O.]
通讯作者: Krebs O.
DOI: 10.1038/s42003-018-0076-9
发表时间: 2018
期刊: Communications biology
影响因子: 5.9
作者: [Carbonell P, Jervis AJ, Robinson CJ, Yan C, Dunstan M, Swainston N, Vinaixa M, Hollywood KA, Currin A, Rattray NJW, Taylor S, Spiess R, Sung R, Williams AR, Fellows D, Stanford NJ, Mulherin P, Le Feuvre R, Barran P, Goodacre R, Turner NJ, Goble C, Chen GG, Kell DB, Micklefield J, Breitling R, Takano E, Faulon JL, Scrutton NS]
通讯作者: Scrutton NS
Identifiers for the 21st century: How to design, provision, and reuse persistent identifiers to maximize utility and impact of life science data
21 世纪的标识符:如何设计、提供和重用持久标识符以最大限度地提高生命科学数据的效用和影响
DOI: 10.1101/117812
发表时间: 2017
期刊:
影响因子: --
作者: [McMurry J]
通讯作者: McMurry J
Studying Glycolytic Oscillations in Individual Yeast Cells by Combining Fluorescence Microscopy with Microfluidics and Optical Tweezers.
通过将荧光显微镜与微流体和光镊相结合来研究单个酵母细胞中的糖酵解振荡。
DOI: 10.1002/cpcb.70
发表时间: 2019
期刊: Current protocols in cell biology
影响因子: --
作者: [Gustavsson AK]
通讯作者: Gustavsson AK
8
    DARE-FX: Delivering a federated network of TREs to enable safe analytics
    • 批准号:
      MC_PC_23007
    • 项目类别:
      Intramural
    • 资助金额:
      $72.18万
    • 财政年份:
      2023
    • 负责人:
      Carole Goble
    • 依托单位:
    Infrastructure and Services - Technology Services Ecosystem
    • 批准号:
      HDR-23002
    • 项目类别:
      Intramural
    • 资助金额:
      $1799.79万
    • 财政年份:
      2023
    • 负责人:
      Carole Goble
    • 依托单位:
    Delivering ELIXIR-UK
    • 批准号:
      BB/L005050/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $24.48万
    • 财政年份:
      2014
    • 负责人:
      Carole Goble
    • 依托单位:
    SysMO-DB2
    • 批准号:
      BB/I004637/1
    • 项目类别:
      Research Grant
    • 资助金额:
      $121.08万
    • 财政年份:
      2010
    • 负责人:
      Carole Goble
    • 依托单位:
    国内基金
    海外基金
    Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
    Data-driven Recommendation System Construction of an Online Medical Platform Based on the Fusion of Information
    Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
    • 批准号:
      --
    • 项目类别:
      --
    • 资助金额:
      40万元
    • 批准年份:
      2020
    • 负责人:
      Vikrant Gupta
    • 依托单位:
    基于Linked Open Data的Web服务语义互操作关键技术
    • 批准号:
      61373035
    • 项目类别:
      面上项目
    • 资助金额:
      77.0万元
    • 批准年份:
      2013
    • 负责人:
      冯志勇
    • 依托单位: