Discovering Transcriptional Regulatory Elements From Run-On and Sequencing Data Using the Web-Based dREG Gateway

Q1 Biochemistry, Genetics and Molecular Biology
Tinyi Chu, Zhong Wang, Shao-Pei Chou, Charles G. Danko
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引用次数: 22

Abstract

Transcription is a chromatin mark that can be used effectively to identify the location of active enhancers and promoters, collectively known as transcriptional regulatory elements (TREs). We recently introduced dREG, a tool for the identification of TREs using run-on and sequencing (RO-seq) assays, including global run-on and sequencing (GRO-seq), precision run-on and sequencing (PRO-seq), and chromatin run-on and sequencing (ChRO-seq). In this protocol, we present step-by-step instructions for running dREG on an arbitrary run-on and sequencing dataset. Users provide dREG with bigWig files (in which each read is represented by a single base) representing the location of RNA polymerase in a cell or tissue sample of interest, and dREG returns a list of genomic regions that are predicted to be active TREs. Finally, we demonstrate the use of dREG regions in discovering transcription factors controlling response to a stimulus and predicting their target genes. Together, this protocol provides detailed instructions for running dREG on arbitrary run-on and sequencing data. © 2018 by John Wiley & Sons, Inc.

Abstract Image

Abstract Image

使用基于web的dREG网关从运行和测序数据中发现转录调控元件
转录是一种染色质标记,可以有效地用于识别活性增强子和启动子的位置,这些增强子和启动子统称为转录调控元件(transcriptional regulatory elements, TREs)。我们最近介绍了dREG,这是一种使用运行和测序(RO-seq)检测来鉴定TREs的工具,包括全局运行和测序(GRO-seq),精确运行和测序(PRO-seq)和染色质运行和测序(cr -seq)。在本协议中,我们提供了在任意运行和排序数据集上运行dREG的分步说明。用户向dREG提供bigWig文件(其中每个读取都由单个碱基表示),表示感兴趣的细胞或组织样本中RNA聚合酶的位置,dREG返回预测为活跃TREs的基因组区域列表。最后,我们展示了dREG区域在发现控制刺激反应的转录因子和预测其靶基因中的应用。总之,该协议提供了在任意运行和测序数据上运行dREG的详细说明。©2018 by John Wiley &儿子,Inc。
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来源期刊
Current protocols in bioinformatics
Current protocols in bioinformatics Biochemistry, Genetics and Molecular Biology-Biochemistry
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期刊介绍: With Current Protocols in Bioinformatics, it"s easier than ever for the life scientist to become "fluent" in bioinformatics and master the exciting new frontiers opened up by DNA sequencing. Updated every three months in all formats, CPBI is constantly evolving to keep pace with the very latest discoveries and developments.
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