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基于单核苷酸多态性的长时程空气污染暴露与单核细胞 DNA 甲基化的全基因组关联分析:来自动脉粥样硬化多民族研究的结果。

Epigenome-wide analysis of long-term air pollution exposure and DNA methylation in monocytes: results from the Multi-Ethnic Study of Atherosclerosis.

机构信息

Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA.

Department of Epidemiology & Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.

出版信息

Epigenetics. 2022 Mar;17(3):297-313. doi: 10.1080/15592294.2021.1900028. Epub 2021 Apr 5.

Abstract

Air pollution might affect atherosclerosis through DNA methylation changes in cells crucial to atherosclerosis, such as monocytes. We conducted an epigenome-wide study of DNA methylation in CD14+ monocytes and long-term ambient air pollution exposure in adults participating in the Multi-Ethnic Study of Atherosclerosis (MESA). We also assessed the association between differentially methylated signals and -gene expression. Using spatiotemporal models, one-year average concentrations of outdoor fine particulate matter (PM) and oxides of nitrogen (NO) were estimated at participants' homes. We assessed DNA methylation and gene expression using Illumina 450k and HumanHT-12 v4 Expression BeadChips, respectively (n = 1,207). We used bump hunting and site-specific approaches to identify differentially methylated signals (false discovery rate of 0.05) and used linear models to assess associations between differentially methylated signals and -gene expression. Four differentially methylated regions (DMRs) located on chromosomes 5, 6, 7, and 16 (within or near , and , respectively) were associated with PM. The DMRs on chromosomes 5 and 6 also associated with NO. The DMR on chromosome 5 had the smallest p-value for both PM (p = 1.4×10) and NO (p = 7.7×10). Three differentially methylated CpGs were identified for PM, and cg05926640 (near ) had the smallest p-value (p = 5.6×10). NO significantly associated with cg11756214 within (p = 5.6×10). Several differentially methylated signals were also associated with -gene expression. The DMR located on chromosome 7 was associated with the expression of , and . The DMRs located on chromosomes 5 and 16 were associated with expression of and , respectively. The CpG cg05926640 was associated with expression of , and . We identified differential DNA methylation in monocytes associated with long-term air pollution exposure. Methylation signals associated with gene expression might help explain how air pollution contributes to cardiovascular disease.

摘要

空气污染可能通过对动脉粥样硬化关键细胞(如单核细胞)中的 DNA 甲基化变化来影响动脉粥样硬化。我们在参与动脉粥样硬化多民族研究(MESA)的成年人中进行了 CD14+单核细胞中 DNA 甲基化的全基因组研究和长期环境空气污染物暴露。我们还评估了差异甲基化信号与基因表达之间的关系。使用时空模型,根据参与者的家庭估算了一年中室外细颗粒物(PM)和氮氧化物(NO)的平均浓度。我们分别使用 Illumina 450k 和 HumanHT-12 v4 Expression BeadChips 评估 DNA 甲基化和基因表达(n=1207)。我们使用凸起搜索和特定位置的方法来识别差异甲基化信号(错误发现率为 0.05),并使用线性模型来评估差异甲基化信号与基因表达之间的关系。位于染色体 5、6、7 和 16 上的四个差异甲基化区域(DMR)(位于或附近,分别为和)与 PM 相关。染色体 5 和 6 上的 DMR 也与 NO 相关。染色体 5 上的 DMR 在 PM(p=1.4×10)和 NO(p=7.7×10)方面的 p 值最小。确定了三个与 PM 相关的差异甲基化 CpG,其中 cg05926640(附近)的 p 值最小(p=5.6×10)。NO 与内的 cg11756214 显著相关(p=5.6×10)。几个差异甲基化信号也与基因表达相关。位于染色体 7 上的 DMR 与的表达相关,而位于染色体 5 和 16 上的 DMR 分别与和的表达相关。CpG cg05926640 与、和的表达相关。我们发现与长期空气污染暴露相关的单核细胞中 DNA 甲基化的差异。与基因表达相关的甲基化信号可能有助于解释空气污染如何导致心血管疾病。

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