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鉴定调控 DNA 甲基化的 DNA 基序。

Identification of DNA motifs that regulate DNA methylation.

机构信息

Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA, USA.

Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, USA.

出版信息

Nucleic Acids Res. 2019 Jul 26;47(13):6753-6768. doi: 10.1093/nar/gkz483.

Abstract

DNA methylation is an important epigenetic mark but how its locus-specificity is decided in relation to DNA sequence is not fully understood. Here, we have analyzed 34 diverse whole-genome bisulfite sequencing datasets in human and identified 313 motifs, including 92 and 221 associated with methylation (methylation motifs, MMs) and unmethylation (unmethylation motifs, UMs), respectively. The functionality of these motifs is supported by multiple lines of evidence. First, the methylation levels at the MM and UM motifs are respectively higher and lower than the genomic background. Second, these motifs are enriched at the binding sites of methylation modifying enzymes including DNMT3A and TET1, indicating their possible roles of recruiting these enzymes. Third, these motifs significantly overlap with "somatic QTLs" (quantitative trait loci) of methylation and expression. Fourth, disruption of these motifs by mutation is associated with significantly altered methylation level of the CpGs in the neighbor regions. Furthermore, these motifs together with somatic mutations are predictive of cancer subtypes and patient survival. We revealed some of these motifs were also associated with histone modifications, suggesting a possible interplay between the two types of epigenetic modifications. We also found some motifs form feed forward loops to contribute to DNA methylation dynamics.

摘要

DNA 甲基化是一种重要的表观遗传标记,但它的位置特异性如何与 DNA 序列相关,目前还不完全清楚。在这里,我们分析了人类的 34 个不同的全基因组亚硫酸氢盐测序数据集,鉴定了 313 个基序,包括 92 个与甲基化(甲基化基序,MMs)和 221 个与非甲基化(非甲基化基序,UMs)相关的基序。这些基序的功能得到了多方面证据的支持。首先,MM 和 UM 基序的甲基化水平分别高于和低于基因组背景。其次,这些基序富集在甲基化修饰酶如 DNMT3A 和 TET1 的结合位点,表明它们可能具有招募这些酶的作用。第三,这些基序与甲基化和表达的“体细胞 QTLs”(数量性状位点)显著重叠。第四,这些基序的突变破坏与邻近区域 CpG 甲基化水平的显著改变有关。此外,这些基序与体细胞突变一起可预测癌症亚型和患者的生存情况。我们揭示了其中一些基序还与组蛋白修饰有关,这表明这两种类型的表观遗传修饰之间可能存在相互作用。我们还发现一些基序形成正反馈环,有助于 DNA 甲基化动态。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16f1/6649826/d9fa6c8b83a4/gkz483fig1.jpg

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