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geno(5)mC: A Database to Explore the Association between Genetic Variation (SNPs) and CpG Methylation in the Human Genome

机译:Geno(5)MC:一种探讨人类基因组遗传变异(SNP)和CpG甲基化之间的关联的数据库

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摘要

Genetic variation, gene expression and DNA methylation influence each other in a complex way. To study the impact of sequence variation and DNA methylation on gene expression, we generated geno(5)mC, a database that contains statistically significant SNP-CpG associations that are biologically classified either through co-localization with known regulatory regions (promoters and enhancers), or through known correlations with the expression levels of nearby genes. The SNP rs727563 can be used to illustrate the usefulness of this approach. This SNP has been associated with inflammatory bowel disease through GWAS, but it is not located near any gene related to this phenotype. However, geno5mC reveals that rs727563 is associated with the methylation state of several CpGs located in promoter regions of genes reported to be involved in inflammatory processes. This case exemplifies how geno5mC can be used to infer relevant and previously unknown interactions between described disease-associated SNPs and their functional targets. (C) 2020 The Authors. Published by Elsevier Ltd.
机译:遗传变异、基因表达和DNA甲基化以复杂的方式相互影响。为了研究序列变异和DNA甲基化对基因表达的影响,我们生成了geno(5)mC,这是一个数据库,其中包含具有统计学意义的SNP-CpG关联,通过与已知调控区(启动子和增强子)的共定位,或通过与附近基因表达水平的已知相关性,对其进行生物学分类。SNP rs727563可以用来说明这种方法的有用性。该SNP通过GWAS与炎症性肠病相关,但它不位于任何与该表型相关的基因附近。然而,geno5mC揭示rs727563与位于据报道参与炎症过程的基因启动子区域的几个CpG的甲基化状态有关。本例举例说明了geno5mC如何用于推断所述疾病相关SNP与其功能靶点之间的相关和之前未知的相互作用。(C) 2020年,作者。爱思唯尔有限公司出版。

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