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Epigenetic patterns in blood associated with lipid traits predict incident coronary heart disease events and are enriched for results from genome-wide association studies

机译:与脂质特征相关的血液中的表观遗传模式可预测冠状动脉心脏病事件的发生,并丰富了全基因组关联研究的结果

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摘要

Background Genome-wide association studies (GWAS) have identified loci influencing circulating lipid concentrations in humans; further information on novel contributing genes, pathways and biology may be gained through studies of epigenetic modifications. Methods and Results To identify epigenetic changes associated with lipid concentrations, we assayed genome-wide DNA methylation at cytosine-guanine dinucleotides (CpGs) in whole blood from 2,306 individuals from two population-based cohorts, with replication of findings in 2,025 additional individuals. We identified 193 CpGs associated with lipid levels in the discovery stage (P 1.08E-07) and replicated 33 (at Bonferroni-corrected P0.05), including 25 novel CpGs not previously associated with lipids. Genes at lipid-associated CpGs were enriched in lipid and amino acid metabolism processes. A differentially methylated locus associated with TG and HDL-C (cg27243685; P= 8.1E-26 and 9.3E-19) was associated with cis-expression of a reverse-cholesterol transporter (ABCG1; P=7.2E-28), and incident cardiovascular disease events (HR per SD increment = 1.38, 95% CI, 1.15-1.66, P=0.0007). We found significant cis methylation quantitative trait loci (cis-meQTLs) at 64% of the 193 CpGs with an enrichment of signals from GWAS of lipid levels (PTC =0.004, PHDL-C=0.008 and PTG=0.00003) and coronary heart disease (P=0.0007). For example, genome-wide significant variants associated with LDL-C and coronary heart disease at APOB were cis-meQTLs for a LDL-C-related differentially methylated locus. Conclusions We report novel associations of DNA methylation with lipid levels, describe epigenetic mechanisms related to previous GWAS discoveries and provide evidence implicating epigenetic regulation of reverse cholesterol transport in blood in relation to occurrence of cardiovascular disease events. Keywords: lipids, cardiovascular diseases, epigenetics, gene expression/regulation, genome-wide analysis
机译:背景全基因组关联研究(GWAS)已经确定了影响人类循环脂质浓度的基因座。通过表观遗传修饰的研究,可以获得有关新的贡献基因,途径和生物学的进一步信息。方法和结果为了鉴定与血脂浓度相关的表观遗传学变化,我们分析了来自两个基于人群的队列的2,306个人的全血中胞嘧啶-鸟嘌呤二核苷酸(CpGs)的全基因组DNA甲基化,并在2,025个其他个体中进行了复制。我们发现阶段发现了193个与脂质水平相关的CpG(P <1.08E-07)并复制了33个(在Bonferroni校正后的P <0.05),包括25个以前与脂质不相关的新型CpG。脂质相关的CpGs的基因富含脂质和氨基酸代谢过程。与TG和HDL-C相关的甲基化差异位点(cg27243685; P = 8.1E-26和9.3E-19)与反向胆固醇转运蛋白的顺式表达(ABCG1; P = 7.2E-28)相关,并且心血管疾病事件发生率(每SD升高的HR = 1.38,95%CI,1.15-1.66,P = 0.0007)。我们在193 CpGs的64%处发现了显着的顺式甲基化定量特征位点(cis-meQTLs),其中富含GWAS脂质水平(PTC = 0.004,PHDL-C = 0.008和PTG = 0.00003)的信号以及冠心病( P = 0.0007)。例如,与APDL处的LDL-C和冠心病相关的全基因组显着变异体是LDL-C相关的甲基化差异基因座的cis-meQTL。结论我们报道了DNA甲基化与脂质水平的新型关联,描述了与先前GWAS发现有关的表观遗传机制,并提供了证据表明表观遗传调节血液中胆固醇逆向转运与心血管疾病事件的发生有关。关键词:脂质,心血管疾病,表观遗传学,基因表达/调控,全基因组分析

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