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FunCoup细胞图谱应用程序:多物种网络分析与可视化

The FunCoup Cytoscape App: multi-species network analysis and visualization.

作者信息

Buzzao Davide, Steininger Lukas, Guala Dimitri, Sonnhammer Erik L L

机构信息

Department of Biochemistry and Biophysics, Stockholm University, Science for Life Laboratory, 171 21 Solna, Sweden.

出版信息

Bioinformatics. 2024 Dec 26;41(1). doi: 10.1093/bioinformatics/btae739.

Abstract

MOTIVATION

Functional association networks, such as FunCoup, are crucial for analyzing complex gene interactions. To facilitate the analysis and visualization of such genome-wide networks, there is a need for seamless integration with powerful network analysis tools like Cytoscape.

RESULTS

The FunCoup Cytoscape App integrates the FunCoup web service API with Cytoscape, allowing users to visualize and analyze gene interaction networks for 640 species. Users can input gene identifiers and customize search parameters, using various network expansion algorithms like group or independent gene search, MaxLink, and TOPAS. The app maintains consistent visualizations with the FunCoup website, providing detailed node and link information, including tissue and pathway gene annotations. The integration with Cytoscape plugins, such as ClusterMaker2, enhances the analytical capabilities of FunCoup, as exemplified by the identification of the Myasthenia gravis disease module along with potential new therapeutic targets.

AVAILABILITY AND IMPLEMENTATION

The FunCoup Cytoscape App is developed using the Java OSGi framework, with UI components implemented in Java Swing and build support from Maven. The App is available as a JAR file at https://bitbucket.org/sonnhammergroup/funcoup_cytoscape/ repository, and can be downloaded from the Cytoscape App store https://apps.cytoscape.org/apps/funcoup.

摘要

动机

功能关联网络,如FunCoup,对于分析复杂的基因相互作用至关重要。为了便于对这种全基因组网络进行分析和可视化,需要与像Cytoscape这样强大的网络分析工具进行无缝集成。

结果

FunCoup Cytoscape应用程序将FunCoup网络服务API与Cytoscape集成在一起,允许用户可视化和分析640个物种的基因相互作用网络。用户可以输入基因标识符并自定义搜索参数,使用各种网络扩展算法,如分组或独立基因搜索、MaxLink和TOPAS。该应用程序与FunCoup网站保持一致的可视化效果,提供详细的节点和链接信息,包括组织和通路基因注释。与Cytoscape插件(如ClusterMaker2)的集成增强了FunCoup的分析能力,例如识别重症肌无力疾病模块以及潜在的新治疗靶点。

可用性和实现方式

FunCoup Cytoscape应用程序是使用Java OSGi框架开发的,用户界面组件用Java Swing实现,并由Maven提供构建支持。该应用程序以JAR文件的形式提供,可在https://bitbucket.org/sonnhammergroup/funcoup_cytoscape/ 存储库中获取,并可从Cytoscape应用商店https://apps.cytoscape.org/apps/funcoup下载。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb51/11684335/41c4d3825547/btae739f1.jpg

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