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ChIP-Array 2: integrating multiple omics data to construct gene regulatory networks

机译:ChIP-Array 2:整合多个组学数据以构建基因调控网络

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Transcription factors (TFs) play an important role in gene regulation. The interconnections among TFs, chromatin interactions, epigenetic marks and cis-regulatory elements form a complex gene transcription apparatus. Our previous work, ChIP-Array, combined TF binding and transcriptome data to construct gene regulatory networks (GRNs). Here we present an enhanced version, ChIP-Array 2, to integrate additional types of omics data including long-range chromatin interaction, open chromatin region and histone modification data to dissect more comprehensive GRNs involving diverse regulatory components. Moreover, we substantially extended our motif database for human, mouse, rat, fruit fly, worm, yeast and Arabidopsis, and curated large amount of omics data for users to select as input or backend support. With ChIP-Array 2, we compiled a library containing regulatory networks of 18 TFs/chromatin modifiers in mouse embryonic stem cell (mESC). The web server and the mESC library are publicly free and accessible athttp://jjwanglab.org/chip-array.
机译:转录因子(TFs)在基因调控中起重要作用。 TF之间的互连,染色质相互作用,表观遗传标记和顺式调控元件形成了复杂的基因转录仪。我们以前的工作,ChIP-Array,结合了TF结合和转录组数据来构建基因调控网络(GRN)。在这里,我们介绍一个增强的版本ChIP-Array 2,以整合包括远程染色质相互作用,开放染色质区域和组蛋白修饰数据在内的其他组学数据,以剖析涉及多种调控成分的更全面的GRN。此外,我们大幅扩展了人类,小鼠,大鼠,果蝇,蠕虫,酵母和拟南芥的主题数据库,并整理了大量的组学数据,供用户选择作为输入或后端支持。使用ChIP-Array 2,我们编译了一个库,该库包含小鼠胚胎干细胞(mESC)中18个TF /染色质修饰剂的调控网络。 Web服务器和mESC库是公共免费的,可以从http://jjwanglab.org/chip-array访问。

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