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Seqinspector:通过ChIP-seq数据全景进行基于位置的导航,以识别基因表达调节因子。

Seqinspector: position-based navigation through the ChIP-seq data landscape to identify gene expression regulators.

作者信息

Piechota Marcin, Korostynski Michal, Ficek Joanna, Tomski Andrzej, Przewlocki Ryszard

机构信息

Department of Molecular Neuropharmacology, Institute of Pharmacology Polish Academy of Sciences, Krakow, 31-344, Poland.

出版信息

BMC Bioinformatics. 2016 Feb 12;17:85. doi: 10.1186/s12859-016-0938-4.

Abstract

BACKGROUND

The regulation of gene expression in eukaryotic cells is a complex process that involves epigenetic modifications and the interaction of DNA with multiple transcription factors. This process can be studied with unprecedented sensitivity using a combination of chromatin immunoprecipitation and next-generation DNA sequencing (ChIP-seq). Available ChIP-seq data can be further utilized to interpret new gene expression profiling experiments.

RESULTS

Here, we describe seqinspector, a tool that accepts any set of genomic coordinates from ChIP-seq or RNA-seq studies to identify shared transcriptional regulators. The presented web resource includes a large collection of publicly available ChIP-seq and RNA-seq experiments (>1300 tracks) performed on transcription factors, histone modifications, RNA polymerases, enhancers and insulators in humans and mice. Over-representation is calculated based on the coverage computed directly from indexed files storing ChIP-seq data (bigwig). Therefore, seqinspector is not limited to pre-computed sets of gene promoters.

CONCLUSION

The tool can be used to identify common gene expression regulators for sets of co-expressed transcripts (including miRNAs, lncRNAs or any novel unannotated RNAs) or for sets of ChIP-seq peaks to identify putative protein-protein interactions or transcriptional co-factors. The tool is available at http://seqinspector.cremag.org.

摘要

背景

真核细胞中基因表达的调控是一个复杂的过程,涉及表观遗传修饰以及DNA与多种转录因子的相互作用。使用染色质免疫沉淀和新一代DNA测序(ChIP-seq)相结合的方法,可以以前所未有的灵敏度研究这一过程。现有的ChIP-seq数据可进一步用于解释新的基因表达谱实验。

结果

在此,我们描述了seqinspector,这是一种工具,它接受来自ChIP-seq或RNA-seq研究的任何基因组坐标集,以识别共享的转录调节因子。所展示的网络资源包括大量公开可用的ChIP-seq和RNA-seq实验(>1300条轨迹),这些实验是针对人类和小鼠中的转录因子、组蛋白修饰、RNA聚合酶、增强子和绝缘子进行的。基于直接从存储ChIP-seq数据的索引文件(bigwig)计算出的覆盖范围来计算过表达情况。因此,seqinspector不限于预先计算的基因启动子集。

结论

该工具可用于识别共表达转录本集(包括miRNA、lncRNA或任何新的未注释RNA)的共同基因表达调节因子,或用于ChIP-seq峰集以识别假定的蛋白质-蛋白质相互作用或转录辅因子。该工具可在http://seqinspector.cremag.org获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8abe/4751710/64e49073b6f5/12859_2016_938_Fig1_HTML.jpg

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