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TranscriptomeBrowser 3.0: introducing a new compendium of molecular interactions and a new visualization tool for the study of gene regulatory networks

机译:TranscriptomeBrowser 3.0:为研究基因调控网络引入了新的分子相互作用纲要和新的可视化工具

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Background Deciphering gene regulatory networks by in silico approaches is a crucial step in the study of the molecular perturbations that occur in diseases. The development of regulatory maps is a tedious process requiring the comprehensive integration of various evidences scattered over biological databases. Thus, the research community would greatly benefit from having a unified database storing known and predicted molecular interactions. Furthermore, given the intrinsic complexity of the data, the development of new tools offering integrated and meaningful visualizations of molecular interactions is necessary to help users drawing new hypotheses without being overwhelmed by the density of the subsequent graph. Results We extend the previously developed TranscriptomeBrowser database with a set of tables containing 1,594,978 human and mouse molecular interactions. The database includes: (i) predicted regulatory interactions (computed by scanning vertebrate alignments with a set of 1,213 position weight matrices), (ii) potential regulatory interactions inferred from systematic analysis of ChIP-seq experiments, (iii) regulatory interactions curated from the literature, (iv) predicted post-transcriptional regulation by micro-RNA, (v) protein kinase-substrate interactions and (vi) physical protein-protein interactions. In order to easily retrieve and efficiently analyze these interactions, we developed In-teractomeBrowser, a graph-based knowledge browser that comes as a plug-in for Transcriptome-Browser. The first objective of InteractomeBrowser is to provide a user-friendly tool to get new insight into any gene list by providing a context-specific display of putative regulatory and physical interactions. To achieve this, InteractomeBrowser relies on a "cell compartments-based layout" that makes use of a subset of the Gene Ontology to map gene products onto relevant cell compartments. This layout is particularly powerful for visual integration of heterogeneous biological information and is a productive avenue in generating new hypotheses. The second objective of InteractomeBrowser is to fill the gap between interaction databases and dynamic modeling. It is thus compatible with the network analysis software Cytoscape and with the Gene Interaction Network simulation software (GINsim). We provide examples underlying the benefits of this visualization tool for large gene set analysis related to thymocyte differentiation. Conclusions The InteractomeBrowser plugin is a powerful tool to get quick access to a knowledge database that includes both predicted and validated molecular interactions. InteractomeBrowser is available through the TranscriptomeBrowser framework and can be found at: http://tagc.univ-mrs.fr/tbrowser/ webcite . Our database is updated on a regular basis.
机译:背景技术通过计算机方法破译基因调控网络是研究疾病中发生的分子扰动的关键步骤。监管地图的开发是一个繁琐的过程,需要对散布在生物数据库中的各种证据进行全面整合。因此,拥有一个存储已知和预测分子相互作用的统一数据库将使研究界受益匪浅。此外,鉴于数据的内在复杂性,必须开发新的工具以提供分子相互作用的集成且有意义的可视化效果,以帮助用户绘制新的假设而不会被后续图形的密度所淹没。结果我们用一组包含1,594,978人与小鼠分子相互作用的表扩展了先前开发的TranscriptomeBrowser数据库。该数据库包括:(i)预测的调控相互作用(通过扫描脊椎动物排列与一组1,213个位置权重矩阵进行计算),(ii)通过对ChIP-seq实验的系统分析推断出的潜在调控相互作用,(iii)从文献,(iv)通过微RNA预测转录后调控,(v)蛋白激酶-底物相互作用和(vi)物理蛋白-蛋白相互作用。为了轻松检索和有效分析这些交互,我们开发了In-teractomeBrowser,这是一种基于图的知识浏览器,是Transcriptome-Browser的插件。 InteractomeBrowser的第一个目标是提供一种用户友好的工具,通过提供假定的调节和物理相互作用的特定于上下文的显示,来获得对任何基因列表的新见解。为此,InteractomeBrowser依靠“基于细胞室的布局”,该布局利用基因本体论的子集将基因产物映射到相关的细胞室中。这种布局对于异类生物信息的视觉整合特别有力,并且是产生新假设的一条生产性途径。 InteractomeBrowser的第二个目标是填补交互数据库和动态建模之间的空白。因此,它与网络分析软件Cytoscape和基因相互作用网络仿真软件(GINsim)兼容。我们提供了有关与胸腺细胞分化相关的大型基因集分析的可视化工具的益处的示例。结论InteractomeBrowser插件是一种功能强大的工具,可以快速访问包含预测和验证的分子相互作用的知识数据库。可通过TranscriptomeBrowser框架获得InteractomeBrowser,并且可以在以下网址找到:http://tagc.univ-mrs.fr/tbrowser/ webcite。我们的数据库会定期更新。

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