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OCSANA+:基于网络分析的信号网络最优控制和模拟。

OCSANA+: optimal control and simulation of signaling networks from network analysis.

机构信息

Center for Quantitative Medicine.

Department of Cell Biology.

出版信息

Bioinformatics. 2020 Dec 8;36(19):4960-4962. doi: 10.1093/bioinformatics/btaa625.

Abstract

SUMMARY

OCSANA+ is a Cytoscape app for identifying nodes to drive the system toward a desired long-term behavior, prioritizing combinations of interventions in large-scale complex networks, and estimating the effects of node perturbations in signaling networks, all based on the analysis of the network's structure. OCSANA+ includes an update to optimal combinations of interventions from network analysis software tool with cutting-edge and rigorously tested algorithms, together with recently developed structure-based control algorithms for non-linear systems and an algorithm for estimating signal flow. All these algorithms are based on the network's topology. OCSANA+ is implemented as a Cytoscape app to enable a user interface for running analyses and visualizing results.

AVAILABILITY AND IMPLEMENTATION

OCSANA+ app and its tutorial can be downloaded from the Cytoscape App Store or https://veraliconaresearchgroup.github.io/OCSANA-Plus/. The source code and computations are available in https://github.com/VeraLiconaResearchGroup/OCSANA-Plus_SourceCode.

SUPPLEMENTARY INFORMATION

Supplementary data are available at Bioinformatics online.

摘要

摘要

OCSANA+ 是 Cytoscape 的一个应用程序,用于识别节点,以驱动系统朝着期望的长期行为发展,优先考虑大规模复杂网络中干预措施的组合,并估计信号网络中节点扰动的影响,所有这些都是基于对网络结构的分析。OCSANA+ 包括对网络分析软件工具中最优干预组合的更新,以及具有先进和严格测试算法的最新开发的基于结构的非线性系统控制算法和信号流估计算法。所有这些算法都基于网络的拓扑结构。OCSANA+ 被实现为 Cytoscape 的一个应用程序,以便为运行分析和可视化结果提供用户界面。

可用性和实现

OCSANA+应用程序及其教程可以从 Cytoscape 应用程序商店或 https://veraliconaresearchgroup.github.io/OCSANA-Plus/ 下载。源代码和计算可在 https://github.com/VeraLiconaResearchGroup/OCSANA-Plus_SourceCode 获得。

补充信息

补充数据可在生物信息学在线获得。

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