Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
UK Dementia Research Institute, Imperial College London, London, UK.
Genome Biol. 2024 Oct 21;25(1):276. doi: 10.1186/s13059-024-03420-6.
MicroRNAs (miRNAs) are small non-coding RNAs that post-transcriptionally regulate gene expression. Perturbations in plasma miRNA levels are known to impact disease risk and have potential as disease biomarkers. Exploring the genetic regulation of miRNAs may yield new insights into their important role in governing gene expression and disease mechanisms.
We present genome-wide association studies of 2083 plasma circulating miRNAs in 2178 participants of the Rotterdam Study to identify miRNA-expression quantitative trait loci (miR-eQTLs). We identify 3292 associations between 1289 SNPs and 63 miRNAs, of which 65% are replicated in two independent cohorts. We demonstrate that plasma miR-eQTLs co-localise with gene expression, protein, and metabolite-QTLs, which help in identifying miRNA-regulated pathways. We investigate consequences of alteration in circulating miRNA levels on a wide range of clinical conditions in phenome-wide association studies and Mendelian randomisation using the UK Biobank data (N = 423,419), revealing the pleiotropic and causal effects of several miRNAs on various clinical conditions. In the Mendelian randomisation analysis, we find a protective causal effect of miR-1908-5p on the risk of benign colon neoplasm and show that this effect is independent of its host gene (FADS1).
This study enriches our understanding of the genetic architecture of plasma miRNAs and explores the signatures of miRNAs across a wide range of clinical conditions. The integration of population-based genomics, other omics layers, and clinical data presents opportunities to unravel potential clinical significance of miRNAs and provides tools for novel miRNA-based therapeutic target discovery.
MicroRNAs (miRNAs) 是一种小的非编码 RNA,可在后转录水平上调节基因表达。已知血浆 miRNA 水平的改变会影响疾病风险,并有可能成为疾病生物标志物。探索 miRNA 的遗传调控可能会深入了解它们在调节基因表达和疾病机制方面的重要作用。
我们对 2178 名 Rotterdam 研究参与者的 2083 种血浆循环 miRNA 进行了全基因组关联研究,以鉴定 miRNA 表达数量性状基因座(miR-eQTLs)。我们在 1289 个 SNP 和 63 个 miRNA 之间鉴定出 3292 个关联,其中 65%在两个独立队列中得到了复制。我们证明了血浆 miR-eQTLs 与基因表达、蛋白质和代谢物 QTL 共定位,这有助于确定 miRNA 调控的途径。我们在 UK Biobank 数据(N=423419)的全表型关联研究和孟德尔随机化中研究了改变循环 miRNA 水平对广泛临床状况的后果,揭示了几种 miRNA 对各种临床状况的多效性和因果效应。在孟德尔随机化分析中,我们发现 miR-1908-5p 对良性结肠肿瘤风险有保护的因果作用,并表明这种作用与其宿主基因(FADS1)无关。
这项研究丰富了我们对血浆 miRNA 遗传结构的理解,并探索了 miRNA 在广泛临床状况下的特征。基于人群的基因组学、其他组学层和临床数据的整合为揭示 miRNA 的潜在临床意义提供了机会,并为新的 miRNA 治疗靶点发现提供了工具。