Piechota Marcin, Korostynski Michal, Ficek Joanna, Tomski Andrzej, Przewlocki Ryszard
Department of Molecular Neuropharmacology, Institute of Pharmacology Polish Academy of Sciences, Krakow, 31-344, Poland.
BMC Bioinformatics. 2016 Feb 12;17:85. doi: 10.1186/s12859-016-0938-4.
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.
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.
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.
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。
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。
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。