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CRSD: a comprehensive web server for composite regulatory signature discovery

机译:CRSD:全面的Web服务器用于复合监管签名发现

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摘要

Transcription factors (TFs) and microRNAs play important roles in the regulation of human gene expression, and the study of their combinatory regulations of gene expression is a new research field. We constructed a comprehensive web server, the composite regulatory signature database (CRSD), that can be applied in investigating complex regulatory behaviors involving gene expression signatures (GESs), microRNA regulatory signatures (MRSs) and TF regulatory signatures (TRSs). Six well-known and large-scale databases, including the human UniGene, mature microRNAs, putative promoter, TRANSFAC, pathway and Gene Ontology (GO) databases, were integrated to provide the comprehensive analysis in CRSD. Two new genome-wide databases, of MRSs and TRSs, were also constructed and further integrated into CRSD. To accomplish the microarray data analysis at one go, several methods, including microarray data pretreatment, statistical and clustering analysis, iterative enrichment analysis and motif discovery, were closely integrated in the web server, which has not been the case in previous studies. Our implementation showed that the published literature could demonstrate the results of genome-wide enrichment analysis. We conclude that CRSD is a powerful and useful bioinformatic web server and may provide new insights into gene regulation networks. CRSD and the online tutorial are publicly available at .
机译:转录因子(TFs)和microRNA在人类基因表达的调控中起着重要的作用,研究其基因表达的组合调控是一个新的研究领域。我们构建了一个全面的Web服务器,即复合监管签名数据库(CRSD),可用于调查涉及基因表达签名(GES),microRNA监管签名(MRS)和TF监管签名(TRS)的复杂监管行为。整合了六个著名的大规模数据库,包括人类UniGene,成熟的microRNA,推定的启动子,TRANSFAC,途径和基因本体论(GO)数据库,以在CRSD中提供全面的分析。还建立了两个新的全基因组数据库,分别是MRS和TRS,并将其进一步整合到CRSD中。为了一次性完成微阵列数据分析,将多种方法(包括微阵列数据预处理,统计和聚类分析,迭代富集分析和基元发现)紧密集成在Web服务器中,而以前的研究却没有。我们的实施表明,已发表的文献可以证明全基因组富集分析的结果。我们得出的结论是,CRSD是功能强大且有用的生物信息Web服务器,并且可能为基因调控网络提供新见解。 CRSD和在线教程可在上公开获得。

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