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首页> 外文期刊>Journal of proteome research >Cytoscape StringApp: Network Analysis and Visualization of Proteomics Data
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Cytoscape StringApp: Network Analysis and Visualization of Proteomics Data

机译:Cytoscape StringApp:蛋白质组学数据的网络分析和可视化

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摘要

Protein networks have become a popular tool for analyzing and visualizing the often long lists of proteins or genes obtained from proteomics and other high-throughput technologies. One of the most popular sources of such networks is the STRING database, which provides protein networks for more than 2000 organisms, including both physical interactions from experimental data and functional associations from curated pathways, automatic text mining, and prediction methods. However, its web interface is mainly intended for inspection of small networks and their underlying evidence. The Cytoscape software, on the other hand, is much better suited for working with large networks and offers greater flexibility in terms of network analysis, import, and visualization of additional data. To include both resources in the same workflow, we created stringApp, a Cytoscape app that makes it easy to import STRING networks into Cytoscape, retains the appearance and many of the features of STRING, and integrates data from associated databases. Here, we introduce many of the stringApp features and show how they can be used to carry out complex network analysis and visualization tasks on a typical proteomics data set, all through the Cytoscape user interface. stringApp is freely available from the Cytoscape app store: http://apps.cytoscape.org/apps/stringapp.
机译:蛋白质网络已成为分析和可视化由蛋白质组学和其他高通量技术获得的蛋白质或基因的经常长的蛋白质或基因的流行工具。这种网络的最流行的来源之一是串数据库,其提供超过2000个生物的蛋白质网络,包括来自实验数据和来自策划途径,自动文本挖掘和预测方法的功能关联的物理相互作用。然而,其Web界面主要用于检查小型网络及其基本证据。另一方面,Cytoscape软件非常适合使用大型网络,并在网络分析,导入和可视化方面提供更大的灵活性。要在同一工作流中包含两个资源,我们创建了一个cytoscape应用程序,这使得将字符串网络易于导入cytoscape,保留字符串的外观和许多功能,并集成来自关联数据库的数据。在这里,我们介绍了许多StringApp特征,并展示了如何通过Cytoscape用户界面在典型的蛋白质组学数据集上执行复杂的网络分析和可视化任务。 StringApp是免费的,从Cytoscape App Store免费提供:http://apps.cytoscape.org/apps/stringapp。

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