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An integrated workflow for analysis of ChIP-chip data.

机译:用于分析ChIP芯片数据的集成工作流程。

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摘要

Although ChIP-chip is a powerful tool for genome-wide discovery of transcription factor target genes, the steps involving raw data analysis, identification of promoters, and correlation with binding sites are still laborious processes. Therefore, we report an integrated workflow for the analysis of promoter tiling arrays with the Genomatix ChipInspector system. We compare this tool with open-source software packages to identify PU.1 regulated genes in mouse macrophages. Our results suggest that ChipInspector data analysis, comparative genomics for binding site prediction, and pathwayetwork modeling significantly facilitate and enhance whole-genome promoter profiling to reveal in vivo sites of transcription factor-DNA interactions.
机译:尽管ChIP芯片是在全基因组范围内发现转录因子靶基因的强大工具,但是涉及原始数据分析,启动子鉴定以及与结合位点相关的步骤仍是费力的过程。因此,我们报告了使用Genomatix ChipInspector系统分析启动子拼贴阵列的集成工作流程。我们将该工具与开源软件包进行比较,以鉴定小鼠巨噬细胞中PU.1调控的基因。我们的结果表明,ChipInspector数据分析,用于结合位点预测的比较基因组学和途径/网络建模显着促进并增强了全基因组启动子图谱,以揭示转录因子与DNA相互作用的体内位点。

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