m6A- tshub:揭示23种人体组织中特定环境的m6A甲基化和m6A影响突变。

IF 11.5 2区 生物学 Q1 GENETICS & HEREDITY Genomics, Proteomics & Bioinformatics Pub Date : 2023-08-01 Epub Date: 2022-09-09 DOI:10.1016/j.gpb.2022.09.001
Bowen Song, Daiyun Huang, Yuxin Zhang, Zhen Wei, Jionglong Su, João Pedro de Magalhães, Daniel J Rigden, Jia Meng, Kunqi Chen
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引用次数: 0

摘要

作为mRNA和lncRNA上最普遍存在的表观遗传标记,n6 -甲基腺苷(m6A) RNA甲基化已被证明参与必要的生物过程。最近的研究揭示了m6A甲基化在人体组织中的独特模式,阐明m6A甲基化的组织特异性存在和通路仍然是一个主要的挑战。我们在这里提出了一个综合的在线平台m6A- tshub,用于揭示可能调节m6A表观遗传标记的上下文特异性m6A甲基化和基因突变。m6A- tshub由四个核心组件组成,包括:(1)m6A- tsdb,这是一个综合数据库,分别包含来自23个人体组织的184,554个功能性注释的m6A位点和来自25种肿瘤的499,369个m6A位点;(2) m6A- tsfinder,基于多实例深度神经网络构建的基于RNA序列的m6A甲基化位点高精度预测web服务器;(3) m6A- tsvar,一个用于评估遗传变异对组织特异性m6A RNA修饰影响的web服务器;(4) m6A- cavar,一个包含587,983个癌症基因组图谱(TCGA)癌症突变(来自27种癌症类型)的数据库,这些突变被预测会影响癌症原发组织中的m6A修饰。该数据库将为研究特定组织(或癌症类型)的m6A甲基组和表转录组紊乱的遗传因素提供有用的资源。m6A-TSHub可访问www.xjtlu.edu.cn/biologicalsciences/m6ats。
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m6A-TSHub: Unveiling the Context-specific m6A Methylation and m6A-affecting Mutations in 23 Human Tissues.

As the most pervasive epigenetic marker present on mRNAs and long non-coding RNAs (lncRNAs), N6-methyladenosine (m6A) RNA methylation has been shown to participate in essential biological processes. Recent studies have revealed the distinct patterns of m6A methylome across human tissues, and a major challenge remains in elucidating the tissue-specific presence and circuitry of m6A methylation. We present here a comprehensive online platform, m6A-TSHub, for unveiling the context-specific m6A methylation and genetic mutations that potentially regulate m6A epigenetic mark. m6A-TSHub consists of four core components, including (1) m6A-TSDB, a comprehensive database of 184,554 functionally annotated m6A sites derived from 23 human tissues and 499,369 m6A sites from 25 tumor conditions, respectively; (2) m6A-TSFinder, a web server for high-accuracy prediction of m6A methylation sites within a specific tissue from RNA sequences, which was constructed using multi-instance deep neural networks with gated attention; (3) m6A-TSVar, a web server for assessing the impact of genetic variants on tissue-specific m6A RNA modifications; and (4) m6A-CAVar, a database of 587,983 The Cancer Genome Atlas (TCGA) cancer mutations (derived from 27 cancer types) that were predicted to affect m6A modifications in the primary tissue of cancers. The database should make a useful resource for studying the m6A methylome and the genetic factors of epitranscriptome disturbance in a specific tissue (or cancer type). m6A-TSHub is accessible at www.xjtlu.edu.cn/biologicalsciences/m6ats.

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来源期刊
Genomics, Proteomics & Bioinformatics
Genomics, Proteomics & Bioinformatics Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
14.30
自引率
4.20%
发文量
844
审稿时长
61 days
期刊介绍: Genomics, Proteomics and Bioinformatics (GPB) is the official journal of the Beijing Institute of Genomics, Chinese Academy of Sciences / China National Center for Bioinformation and Genetics Society of China. It aims to disseminate new developments in the field of omics and bioinformatics, publish high-quality discoveries quickly, and promote open access and online publication. GPB welcomes submissions in all areas of life science, biology, and biomedicine, with a focus on large data acquisition, analysis, and curation. Manuscripts covering omics and related bioinformatics topics are particularly encouraged. GPB is indexed/abstracted by PubMed/MEDLINE, PubMed Central, Scopus, BIOSIS Previews, Chemical Abstracts, CSCD, among others.
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