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B-Fabric: A Data and Application Integration Framework for Life Sciences Research

机译:B-Fabric:用于生命科学研究的数据和应用程序集成框架

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摘要

Life sciences research in general and systems biology in particular have evolved from the simple combination of theoretical frameworks and experimental hypothesis validation to combined sciences of biology/medicine, analytical technology/chemistry, and informatics/statistics/modeling. Integrating these multiple threads of a research project at the technical and data level requires tight control and systematic workflows for data generation, data management, and data evaluation. Systems biology research emphasizes the use of multiple approaches at various molecular and functional levels, making the use of complementing technologies and the collaboration of many researchers a prerequisite. This paper presents B-Fabric, a system developed and running at the Functional Genomics Center Zurich (FGCZ), which provides a core framework for integrating different analytical technologies and data analysis tools. In addition to data capturing and management, B-Fabric emphasizes the need for quality-controlled scientific annotation of analytical data, providing the ground for integrative querying and exploitation of systems biology data. Users interact with B-Fabric through a simple Web portal making the framework flexible in terms of local infrastructure.
机译:从理论框架和实验假设验证的简单组合发展到生物学/医学,分析技术/化学以及信息学/统计/建模的组合科学,一般的生命科学研究就特别是系统生物学。在技​​术和数据级别集成研究项目的这些多个线程需要严格的控制和系统化的工作流,以进行数据生成,数据管理和数据评估。系统生物学研究强调在各种分子和功能水平上使用多种方法,使互补技术的使用和许多研究人员的合作成为前提。本文介绍了B-Fabric,这是在苏黎世功能基因组学中心(FGCZ)开发并运行的系统,该系统提供了一个集成不同分析技术和数据分析工具的核心框架。除了数据捕获和管理,B-Fabric还强调了对分析数据进行质量控制的科学注释的必要性,为系统生物学数据的综合查询和开发提供了基础。用户通过一个简单的Web门户与B-Fabric进行交互,从而使该框架在本地基础结构方面具有灵活性。

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