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TFmapper : A Tool for Searching Putative Factors Regulating Gene Expression Using ChIP-seq Data

机译:TFmapper:使用ChIP-seq数据搜索推测基因表达调控因子的工具

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Background: Next-generation sequencing coupled to chromatin immunoprecipitation (ChIP-seq), DNase I hypersensitivity (DNase-seq) and the transposase-accessible chromatin assay (ATAC-seq) has generated enormous amounts of data, markedly improved our understanding of the transcriptional and epigenetic control of gene expression. To take advantage of the availability of such datasets and provide clues on what factors, including transcription factors, epigenetic regulators and histone modifications, potentially regulates the expression of a gene of interest, a tool for simultaneous queries of multiple datasets using symbols or genomic coordinates as search terms is needed. Results: In this study, we annotated the peaks of thousands of ChIP-seq datasets generated by ENCODE project, or ChIP-seq/DNase-seq/ATAC-seq datasets deposited in Gene Expression Omnibus (GEO) and curated by Cistrome project; We built a MySQL database called TFmapper containing the annotations and associated metadata, allowing users without bioinformatics expertise to search across thousands of datasets to identify factors targeting a genomic region/gene of interest in a specified sample through a web interface. Users can also visualize multiple peaks in genome browsers and download the corresponding sequences. Conclusion: TFmapper will help users explore the vast amount of publicly available ChIP-seq/DNase-seq/ATAC-seq data and perform integrative analyses to understand the regulation of a gene of interest.
机译:背景:与染色质免疫沉淀(ChIP-seq),DNase I超敏反应(DNase-seq)和转座酶可及的染色质测定(ATAC-seq)耦合的下一代测序已产生了大量数据,显着改善了我们对转录的认识和基因表达的表观遗传控制。为了利用此类数据集的可用性,并提供有关哪些因素(包括转录因子,表观遗传调控因子和组蛋白修饰)的线索,可能调节目的基因的表达,这是一种使用符号或基因组坐标作为多个数据集同时查询的工具需要搜索词。结果:在这项研究中,我们注释了由ENCODE项目生成的数千个ChIP-seq数据集的峰值,或注释了在Gene Expression Omnibus(GEO)中存储并由Cistrome项目策划的ChIP-seq / DNase-seq / ATAC-seq数据集的峰值;我们构建了一个名为TFmapper的MySQL数据库,其中包含注释和相关的元数据,从而使没有生物信息学专业知识的用户可以在数千个数据集中进行搜索,以通过网络界面识别针对指定样本中感兴趣的基因组区域/基因的因子。用户还可以在基因组浏览器中可视化多个峰并下载相应的序列。结论:TFmapper将帮助用户探索大量公开可用的ChIP-seq / DNase-seq / ATAC-seq数据,并进行综合分析以了解目的基因的调控。

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