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全基因组范围内的 DNA 甲基化和 microRNA 表达的表观基因组关联研究突出了人类复杂特征的新途径。

Epigenome-wide association study of DNA methylation and microRNA expression highlights novel pathways for human complex traits.

机构信息

The National Heart, Lung, and Blood Institute, Boston University's Framingham Heart Study, Framingham, MA, USA.

The Population Sciences Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute, Bethesda, MD, USA.

出版信息

Epigenetics. 2020 Jan-Feb;15(1-2):183-198. doi: 10.1080/15592294.2019.1640547. Epub 2019 Jul 17.

Abstract

DNA methylation (DNAm) and microRNAs (miRNAs) have been implicated in a wide-range of human diseases. While often studied in isolation, DNAm and miRNAs are not independent. We analyzed associations of expression of 283 miRNAs with DNAm at >400K CpG sites in whole blood obtained from 3565 individuals and identified 227 CpGs at which differential methylation was associated with the expression of 40 nearby miRNAs (-miR-eQTMs) at FDR<0.01, including 91 independent CpG sites at < 0.2. miR-eQTMs were enriched for CpGs in promoter and polycomb-repressed state regions, and 60% were inversely associated with miRNA expression. Bidirectional Mendelian randomization (MR) analysis further identified 58 -miR-eQTMCpG-miRNA pairs where DNAm changes appeared to drive miRNA expression changes and opposite directional effects were unlikely. Integration of genetic variants in joint analyses revealed an average partial between miR-eQTM CpGs and miRNAs of 2% after conditioning on site-specific genetic variation, suggesting that DNAm is an important epigenetic regulator of miRNA expression. Finally, two-step MR analysis was performed to identify putatively causal CpGs driving miRNA expression in relation to human complex traits. We found that an imprinted region on 14q32 that was previously identified in relation to age at menarche is enriched with miR-eQTMs. Nine CpGs and three miRNAs at this locus tested causal for age at menarche, reflecting novel epigenetic-driven molecular pathways underlying this complex trait. Our study sheds light on the joint genetic and epigenetic regulation of miRNA expression and provides insights into the relations of miRNAs to their targets and to complex phenotypes.

摘要

DNA 甲基化 (DNAm) 和 microRNAs (miRNAs) 与广泛的人类疾病有关。虽然经常单独研究,但 DNAm 和 miRNAs 并非独立存在。我们分析了 3565 个人的全血中 283 个 miRNAs 的表达与超过 400K CpG 位点的 DNAm 之间的关联,并在 FDR<0.01 的条件下鉴定出了 40 个附近 miRNA 的差异甲基化与 227 个 CpG 相关(-miR-eQTMs),其中包括 91 个独立的 CpG 位点<0.2。miR-eQTMs 富含启动子和多梳抑制状态区域中的 CpG,并且 60%与 miRNA 表达呈负相关。双向 Mendelian 随机化 (MR) 分析进一步确定了 58 个 -miR-eQTMCpG-miRNA 对,其中 DNAm 变化似乎导致 miRNA 表达变化,而不可能存在相反的效果。在联合分析中整合遗传变异表明,在考虑特定位点遗传变异的情况下,miR-eQTM CpG 和 miRNA 之间的平均部分为 2%,表明 DNAm 是 miRNA 表达的重要表观遗传调节剂。最后,进行两步 MR 分析以鉴定与人类复杂特征相关的潜在因果 CpG 驱动 miRNA 表达。我们发现,先前在与初潮年龄相关的 14q32 印记区域中发现的区域富含 miR-eQTMs。该基因座的九个 CpG 和三个 miRNA 测试了与初潮年龄相关的因果关系,反映了该复杂特征的新型表观遗传驱动的分子途径。我们的研究阐明了 miRNA 表达的联合遗传和表观遗传调控,并提供了有关 miRNA 与其靶标以及复杂表型之间关系的见解。

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