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CASSys: an integrated software-system for the interactive analysis of ChIP-seq data

机译:CASSys:用于ChIP-seq数据交互分析的集成软件系统

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摘要

The mapping of DNA-protein interactions is crucial for a full understanding of transcriptional regulation. Chromatin-immunoprecipitation followed by massively parallel sequencing (ChIP-seq) has become the standard technique for analyzing these interactions on a genome-wide scale. We have developed a software system called CASSys (ChIP-seq data Analysis Software System) spanning all steps of ChIP-seq data analysis. It supersedes the laborious application of several single command line tools. CASSys provides functionality ranging from quality assessment and -control of short reads, over the mapping of reads against a reference genome (readmapping) and the detection of enriched regions (peakdetection) to various follow-up analyses. The latter are accessible via a state-of-the-art web interface and can be performed interactively by the user. The follow-up analyses allow for flexible user defined association of putative interaction sites with genes, visualization of their genomic context with an integrated genome browser, the detection of putative binding motifs, the identification of over-represented Gene Ontology-terms, pathway analysis and the visualization of interaction networks. The system is client-server based, accessible via a web browser and does not require any software installation on the client side. To demonstrate CASSysu27s functionality we used the system for the complete data analysis of a publicly available Chip-seq study that investigated the role of the transcription factor estrogen receptor-[alpha] in breast cancer cells.
机译:DNA-蛋白质相互作用的作图对于全面了解转录调控至关重要。染色质免疫沉淀后进行大规模平行测序(ChIP-seq)已成为在全基因组范围内分析这些相互作用的标准技术。我们已经开发了一个称为CASSys的软件系统(ChIP-seq数据分析软件系统),涵盖了ChIP-seq数据分析的所有步骤。它取代了几个单一命令行工具的繁琐应用程序。 CASSys提供的功能范围包括质量评估和短读控制,通过将读物映射到参考基因组(读图)和富集区域的检测(峰值检测)到各种后续分析。后者可以通过最新的Web界面访问,并且可以由用户交互执行。后续分析允许用户定义的相互作用位点与基因的灵活用户定义关联,通过集成的基因组浏览器可视化其基因组背景,检测假定的结合基序,识别过度代表的基因本体术语,途径分析和互动网络的可视化。该系统基于客户端-服务器,可通过Web浏览器访问,并且不需要在客户端安装任何软件。为了证明CASSys的功能,我们使用该系统对公开的Chip-seq研究进行了完整的数据分析,该研究调查了转录因子雌激素受体-α在乳腺癌细胞中的作用。

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