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全基因组鉴定循环 miRNA 表达数量性状位点揭示了几种 miRNA 在调节心脏代谢表型中的作用。

Genome-wide identification of circulating-miRNA expression quantitative trait loci reveals the role of several miRNAs in the regulation of cardiometabolic phenotypes.

机构信息

Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, 40 Ruskin St - H4208, Ottawa, Canada.

Atherogenomics Laboratory, University of Ottawa Heart Institute, 40 Ruskin St - H4203, Ottawa, Canada.

出版信息

Cardiovasc Res. 2019 Sep 1;115(11):1629-1645. doi: 10.1093/cvr/cvz030.

Abstract

AIMS

To identify genetic variants that have a regulatory impact on circulating microRNAs (miRNAs) and to connect genetic risk to blood traits/biomarkers through the circulating miRNAs.

METHODS AND RESULTS

Leveraging miRNA-Seq data and the 1000 Genomes imputed genotypes, we carried out genome-wide association analysis for SNPs that regulate the expression of circulating miRNAs in a sample of 710 unrelated subjects of European ancestry. Wherever possible, we used data from the Framingham and the Geuvadis studies to replicate our findings. We found at least one genome-wide significant (P < 5e-8) miRNA-eQTL (mirQTL) for 143 circulating miRNAs. Overall each mirQTL explained a small portion (<1%) of variation in miRNA levels; however, we identified a few mirQTLs that explained 4% to 20% of variation in miRNA levels in plasma. Unlike trans-mirQTLs (P = 0.7), cis-mirQTLs tend to be also associated with their counterpart mature miRNAs (P < 0.0001), this suggests trans-mirQTLs exert their effect through processes that affect the stability of mature miRNAs; whereas, cis-mirQTLs mainly regulate the expression of primary-miRNAs. Next, we used the identified mirQTLs to investigate the links between circulating miRNAs with blood traits/biomarkers through Mendelian randomization analysis. We found miR-1908-5p plays an important role in regulating low-density lipoprotein (LDL), total cholesterol (TC), fasting glucose, HbA1c, and several lipid-metabolites in blood, whereas, miR-10b-5p mediates the trans-regulatory effect of the ABO locus on several blood proteins, coronary artery disease, and TC. Moreover, we demonstrated that a higher plasma level of miR-199a is causally associated with lower levels of LDL and TC. Finally, we found miR-143-3p and miR-145-5p are functionally related and mediate the effect of ZFPM2 on a number of its protein targets in blood including VEGFA, SERPINE1, and PDGFs.

CONCLUSIONS

This study identifies SNPs that have a regulatory impact on circulating miRNAs, and underlines the role of several circulating miRNAs in mediating the effect of a number of GWAS loci on cardiometabolic phenotypes.

摘要

目的

鉴定对循环 microRNA(miRNA)具有调控作用的遗传变异,并通过循环 miRNA 将遗传风险与血液特征/生物标志物联系起来。

方法和结果

利用 miRNA-Seq 数据和 1000 基因组 imputed 基因型,我们对 710 名欧洲血统无亲缘关系个体样本中调节循环 miRNA 表达的 SNP 进行了全基因组关联分析。在可能的情况下,我们使用 Framingham 和 Geuvadis 研究的数据来复制我们的发现。我们发现了至少 143 个循环 miRNA 存在与全基因组显著相关(P<5e-8)的 miRNA 表达调控区(mirQTL)。总体而言,每个 mirQTL 仅解释 miRNA 水平变化的一小部分(<1%);然而,我们发现了一些 mirQTL 可解释血浆中 miRNA 水平 4%至 20%的变化。与跨 mirQTL 不同(P=0.7),顺式 mirQTL 往往也与其对应的成熟 miRNA 相关(P<0.0001),这表明跨 mirQTL 通过影响成熟 miRNA 稳定性的过程发挥作用;而顺式 mirQTL 主要调节初级 miRNA 的表达。接下来,我们使用鉴定出的 mirQTL 通过孟德尔随机化分析研究循环 miRNA 与血液特征/生物标志物之间的联系。我们发现 miR-1908-5p 在调节 LDL、总胆固醇(TC)、空腹血糖、HbA1c 和血液中的几种脂质代谢物方面发挥着重要作用,而 miR-10b-5p 介导 ABO 基因座对血液中几种蛋白质、冠心病和 TC 的转录调控作用。此外,我们证明较高的血浆 miR-199a 水平与 LDL 和 TC 水平降低有关。最后,我们发现 miR-143-3p 和 miR-145-5p 具有功能相关性,并介导 ZFPM2 对其在血液中的许多蛋白质靶标(包括 VEGFA、SERPINE1 和 PDGFs)的影响。

结论

本研究鉴定了对循环 miRNA 具有调控作用的 SNP,并强调了几种循环 miRNA 在介导多个 GWAS 位点对心脏代谢表型的影响方面的作用。

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