Exploring the epigenome profiles of repetitive elements with the WashU Repeat Browser

IF 5.5 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Genome research Pub Date : 2025-02-21 DOI:10.1101/gr.279764.124
Jiawei Shen, Siyuan Cheng, Deepak Purushotham, Xiaoyu Zhuo, Alan Y Du, Wenjin Zhang, Daofeng Li, Ting Wang
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Abstract

Repetitive elements, mostly derived from transposable elements (TEs), account for half the DNA in human and other mammalian genomes. Although epigenetic mechanisms, including DNA methylation and repressive histone modifications, have evolved to suppress TE activities, TEs have substantially shaped the regulatory landscape of the host genome by contributing regulatory sequences to it. TE-derived sequences are often highly repetitive and thus have low mappability, making it difficult to profile the genomics of TEs using short-read sequencing technology. Many specialized bioinformatics tools have been developed for TE-related analysis, but meaningfully visualizing, navigating, and interpreting such data remains challenging. Here, we describe the WashU Repeat Browser to host genomics profiles of human and mouse TEs using data produced by the ENCODE Project and to support the navigation, interactive visualization, integration, comparison, and analysis in the context of TEs. WashU Repeat Browser is a web-based platform allowing users to browse genomic and statistical signals over repetitive elements derived from ENCODE, Roadmap, and FANTOM datasets. The Browser provides a TE-centric view including TE subfamily enrichments, TE subfamily profiling, as well as overviews of genomic signals on individual TE loci where we extend the WashU Epigenome Browser to display user-selected datasets and TE loci. These features could help to close the gaps in our understanding of the repetitive sequences and their putative regulatory functions and aid investigators in formulating new hypotheses by integrating their data with public data.
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利用WashU Repeat Browser探索重复元件的表观基因组图谱
在人类和其他哺乳动物基因组中,重复元件(主要来自转座元件)占DNA的一半。虽然表观遗传机制,包括DNA甲基化和抑制性组蛋白修饰,已经进化到抑制TE活性,但TE通过提供调控序列,实质上塑造了宿主基因组的调控景观。te衍生的序列通常是高度重复的,因此具有低映射性,这使得使用短读测序技术来分析te的基因组学变得困难。许多专门的生物信息学工具已经开发出来用于te相关的分析,但是有意义地可视化、导航和解释这些数据仍然具有挑战性。在这里,我们描述了WashU Repeat Browser,使用ENCODE项目产生的数据来存储人类和小鼠te的基因组图谱,并支持te背景下的导航、交互式可视化、整合、比较和分析。WashU Repeat Browser是一个基于web的平台,允许用户浏览来自ENCODE、Roadmap和FANTOM数据集的重复元素的基因组和统计信号。该浏览器提供以TE为中心的视图,包括TE亚家族富集,TE亚家族分析,以及单个TE基因座上的基因组信号概述,我们扩展了WashU表观基因组浏览器,以显示用户选择的数据集和TE基因座。这些特征有助于缩小我们对重复序列及其假定的调节功能的理解差距,并帮助研究者通过将他们的数据与公共数据相结合来制定新的假设。
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来源期刊
Genome research
Genome research 生物-生化与分子生物学
CiteScore
12.40
自引率
1.40%
发文量
140
审稿时长
6 months
期刊介绍: Launched in 1995, Genome Research is an international, continuously published, peer-reviewed journal that focuses on research that provides novel insights into the genome biology of all organisms, including advances in genomic medicine. Among the topics considered by the journal are genome structure and function, comparative genomics, molecular evolution, genome-scale quantitative and population genetics, proteomics, epigenomics, and systems biology. The journal also features exciting gene discoveries and reports of cutting-edge computational biology and high-throughput methodologies. New data in these areas are published as research papers, or methods and resource reports that provide novel information on technologies or tools that will be of interest to a broad readership. Complete data sets are presented electronically on the journal''s web site where appropriate. The journal also provides Reviews, Perspectives, and Insight/Outlook articles, which present commentary on the latest advances published both here and elsewhere, placing such progress in its broader biological context.
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