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Analysis of integrated biomolecular networks using a generic network analysis suite

机译:使用通用网络分析套件分析集成的生物分子网络

摘要

The informative value of biomolecular networks has shifted from being solely information resources for possible cellular partners (whether these embody proteins, (ribo)nucleic acids or small molecules) towards becoming models for the functional connectivity within a cell. These models are increasingly exploited to make quantitative predictions about the cell?s functional organization as well as about the functionality of individual elements in the network. A large number of concepts and methods have been proposed in order to interpret experimental data mapped to cellular networks these systems and to make use of the rich source of information they represent. We will present a system for the Comprehensive Analysis of Biomolecular Networks (CABiNet), capable of integrating available network analysis methods. Integration is done by classifying each method into one of four separate categories using standardized interfaces that encapsulate the functionality of the method in a distinct component with standardized in- and output. These components can be accessed individually or in an integrated form using a processing pipeline for semi-automatic analyses. Additionally, the system can be used to query both biomolecular networks as well as the derived results of network analysis methods, such as clustering algorithms, in order to provide a service for researchers who are focused towards the functional context of any particular cellular entity. CABiNet is designed in an easy-to-use and easy-to-extend software framework that allows a straightforward integration of novel components. We will demonstrate the capabilities of the system by introducing several use cases. The CABiNet suite can be accessed at http://mips.gsf.de/genre/proj/CABiNet. Source code including additional components that can be accessed using the API is available upon request.
机译:生物分子网络的信息价值已经从单纯的信息资源转变为可能的细胞伴侣(无论这些蛋白质是蛋白,(核糖)核酸还是小分子),已成为细胞内功能连接的模型。这些模型被越来越多地用于对细胞的功能组织以及网络中各个元素的功能进行定量预测。为了解释映射到这些系统的蜂窝网络的实验数据并利用它们表示的丰富信息源,已经提出了许多概念和方法。我们将提出一个生物分子网络综合分析系统(CABiNet),该系统能够集成可用的网络分析方法。通过使用标准化接口将每种方法分为四个单独类别中的一种来完成集成,该接口将方法的功能封装在具有标准化输入和输出的不同组件中。使用半自动分析的处理管道,可以单独或以集成形式访问这些组件。此外,该系统可用于查询生物分子网络以及网络分析方法(例如聚类算法)的派生结果,以便为专注于任何特定细胞实体功能背景的研究人员提供服务。 CABiNet是在易于使用和易于扩展的软件框架中设计的,该框架允许直接集成新颖的组件。我们将通过介绍几个用例来演示系统的功能。可以从http://mips.gsf.de/genre/proj/CABiNet访问CABiNet套件。可根据要求提供包含可使用API​​访问的其他组件的源代码。

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