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从启动子分析到使用PAINT进行转录调控网络预测。

From promoter analysis to transcriptional regulatory network prediction using PAINT.

作者信息

Gonye Gregory E, Chakravarthula Praveen, Schwaber James S, Vadigepalli Rajanikanth

机构信息

Thomas Jefferson University, Philadelphia, PA, USA.

出版信息

Methods Mol Biol. 2007;408:49-68. doi: 10.1007/978-1-59745-547-3_4.

Abstract

Highly parallel gene-expression analysis has led to analysis of gene regulation, in particular coregulation, at a system level. Promoter analysis and interaction network toolset (PAINT) was developed to provide the biologist a computational tool to integrate functional genomics data, for example, from microarray-based gene-expression analysis with genomic sequence data to carry out transcriptional regulatory network analysis (TRNA). TRNA combines bioinformatics, used to identify and analyze gene-regulatory regions, and statistical significance testing, used to rank the likelihood of the involvement of individual transcription factors (TF), with visualization tools to identify TF likely to play a role in the cellular process under investigation. In summary, given a list of gene identifiers PAINT can: (1) fetch potential promoter sequences for the genes in the list, (2) find TF-binding sites on the sequences, (3) analyze the TF-binding site occurrences for over/under-representation compared with a reference, with or without coexpression clustering information, and (4) generate multiple visualizations for these analyses. At present, PAINT supports TRNA of the human, mouse, and rat genomes. PAINT is currently available as an online, web-based service located at: http://www.dbi.tju.edu/dbi/tools/paint.

摘要

高度并行的基因表达分析已促使在系统水平上对基因调控,特别是共调控进行分析。开发启动子分析与相互作用网络工具集(PAINT)是为了给生物学家提供一种计算工具,以便整合功能基因组学数据,例如,将基于微阵列的基因表达分析数据与基因组序列数据相结合,来开展转录调控网络分析(TRNA)。TRNA结合了用于识别和分析基因调控区域的生物信息学方法以及用于对单个转录因子(TF)参与可能性进行排名的统计显著性检验,并借助可视化工具来识别可能在所研究的细胞过程中发挥作用的TF。总之,给定一个基因标识符列表,PAINT可以:(1)获取列表中基因的潜在启动子序列,(2)在这些序列上找到TF结合位点,(3)与参考序列相比,分析TF结合位点出现的过表达/低表达情况,可带有或不带有共表达聚类信息,以及(4)为这些分析生成多种可视化结果。目前,PAINT支持对人类、小鼠和大鼠基因组进行TRNA分析。PAINT目前作为一项基于网络的在线服务提供,网址为:http://www.dbi.tju.edu/dbi/tools/paint

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