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CpG 红绿灯是人类基因组中调控区域的标志物。

CpG traffic lights are markers of regulatory regions in human genome.

机构信息

Institute of Bioengineering, Research Center of Biotechnology, Russian Academy of Sciences, Moscow, 119071, Russia.

Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia.

出版信息

BMC Genomics. 2019 Feb 1;20(1):102. doi: 10.1186/s12864-018-5387-1.

Abstract

BACKGROUND

DNA methylation is involved in the regulation of gene expression. Although bisulfite-sequencing based methods profile DNA methylation at a single CpG resolution, methylation levels are usually averaged over genomic regions in the downstream bioinformatic analysis.

RESULTS

We demonstrate that on the genome level a single CpG methylation can serve as a more accurate predictor of gene expression than an average promoter / gene body methylation. We define CpG traffic lights (CpG TL) as CpG dinucleotides with a significant correlation between methylation and expression of a gene nearby. CpG TL are enriched in all regulatory regions. Among all promoters, CpG TL are especially enriched in poised ones, suggesting involvement of DNA methylation in their regulation. Yet, binding of only a handful of transcription factors, such as NRF1, ETS, STAT and IRF-family members, could be regulated by direct methylation of transcription factor binding sites (TFBS) or its close proximity. For the majority of TF, an alternative scenario is more likely: methylation and inactivation of the whole regulatory element indirectly represses functional TF binding with a CpG TL being a reliable marker of such inactivation.

CONCLUSIONS

CpG TL provide a promising insight into mechanisms of enhancer activity and gene regulation linking methylation of single CpG to gene expression. CpG TL methylation can be used as reliable markers of enhancer activity and gene expression in applications, e.g. in clinic where measuring DNA methylation is easier compared to directly measuring gene expression due to more stable nature of DNA.

摘要

背景

DNA 甲基化参与基因表达调控。虽然基于亚硫酸氢盐测序的方法可以在单个 CpG 分辨率下描绘 DNA 甲基化,但在下游的生物信息学分析中,甲基化水平通常是在基因组区域上平均化的。

结果

我们证明,在基因组水平上,单个 CpG 甲基化可以作为基因表达的更准确预测因子,而不是平均启动子/基因体甲基化。我们将 CpG 交通灯(CpG TL)定义为与附近基因的表达存在显著相关性的 CpG 二核苷酸。CpG TL 富集在所有调控区域中。在所有启动子中,CpG TL 特别富集在处于静止状态的启动子中,表明 DNA 甲基化参与了它们的调控。然而,只有少数转录因子,如 NRF1、ETS、STAT 和 IRF 家族成员的结合,可以通过直接甲基化转录因子结合位点(TFBS)或其附近来调节。对于大多数 TF,更可能的情况是另一种情况:整个调控元件的甲基化和失活间接抑制功能性 TF 结合,而 CpG TL 是这种失活的可靠标志物。

结论

CpG TL 为增强子活性和基因调控的机制提供了有前景的见解,将单个 CpG 的甲基化与基因表达联系起来。CpG TL 甲基化可以作为增强子活性和基因表达的可靠标志物,例如在临床应用中,由于 DNA 比基因表达更稳定,因此测量 DNA 甲基化比直接测量基因表达更容易。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64bd/6359853/bea0ae6a9f6f/12864_2018_5387_Fig1_HTML.jpg

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