Bioinformatics Research Group, SRI International 333 Ravenswood Ave, Menlo Park, CA 94025, USA.
BMC Bioinformatics. 2012 Sep 24;13:243. doi: 10.1186/1471-2105-13-243.
Biologists are elucidating complex collections of genetic regulatory data for multiple organisms. Software is needed for such regulatory network data.
The Pathway Tools software supports storage and manipulation of regulatory information through a variety of strategies. The Pathway Tools regulation ontology captures transcriptional and translational regulation, substrate-level regulation of enzyme activity, post-translational modifications, and regulatory pathways. Regulatory visualizations include a novel diagram that summarizes all regulatory influences on a gene; a transcription-unit diagram, and an interactive visualization of a full transcriptional regulatory network that can be painted with gene expression data to probe correlations between gene expression and regulatory mechanisms. We introduce a novel type of enrichment analysis that asks whether a gene-expression dataset is over-represented for known regulators. We present algorithms for ranking the degree of regulatory influence of genes, and for computing the net positive and negative regulatory influences on a gene.
Pathway Tools provides a comprehensive environment for manipulating molecular regulatory interactions that integrates regulatory data with an organism's genome and metabolic network. Curated collections of regulatory data authored using Pathway Tools are available for Escherichia coli, Bacillus subtilis, and Shewanella oneidensis.
生物学家正在阐明多种生物体的复杂遗传调控数据。为此需要软件来处理调控网络数据。
Pathway Tools 软件支持通过多种策略存储和操作调控信息。Pathway Tools 调控本体捕获了转录和翻译调控、酶活性的底物水平调控、翻译后修饰和调控途径。调控可视化包括一种新颖的图表,可总结基因的所有调控影响;转录单元图,以及全转录调控网络的交互式可视化,可以用基因表达数据绘制,以探究基因表达和调控机制之间的相关性。我们引入了一种新颖的富集分析类型,用于询问基因表达数据集是否过度代表已知的调控因子。我们提出了用于对基因的调控影响程度进行排序的算法,以及用于计算基因的净正向和负向调控影响的算法。
Pathway Tools 提供了一个全面的环境,用于操作分子调控相互作用,将调控数据与生物体的基因组和代谢网络集成在一起。使用 Pathway Tools 编写的经过策管的调控数据集合可用于大肠杆菌、枯草芽孢杆菌和希瓦氏菌。