利用人群水平数据对血浆循环微RNA的遗传调控和疾病相关性进行综合研究

IF 10.1 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Rima Mustafa, Michelle M. J. Mens, Arno van Hilten, Jian Huang, Gennady Roshchupkin, Tianxiao Huan, Linda Broer, Joyce B. J. van Meurs, Paul Elliott, Daniel Levy, M. Arfan Ikram, Marina Evangelou, Abbas Dehghan, Mohsen Ghanbari
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引用次数: 0

摘要

微小核糖核酸(miRNA)是一种小型非编码核糖核酸,可在转录后调节基因表达。众所周知,血浆中 miRNA 水平的紊乱会影响疾病风险,并有可能成为疾病的生物标志物。探索 miRNA 的遗传调控可能会对它们在调控基因表达和疾病机制中的重要作用产生新的认识。我们对鹿特丹研究的 2178 名参与者的 2083 个血浆循环 miRNAs 进行了全基因组关联研究,以确定 miRNA 表达量性状位点(miR-eQTLs)。我们确定了 1289 个 SNP 与 63 个 miRNA 之间的 3292 种关联,其中 65% 的关联在两个独立队列中得到了重复。我们证明血浆 miR-eQTL 与基因表达、蛋白质和代谢物-QTLs 共同定位,这有助于确定 miRNA 调节的途径。我们利用英国生物库数据(N = 423,419),在表型全关联研究和孟德尔随机化中研究了循环 miRNA 水平的改变对多种临床症状的影响,揭示了多种 miRNA 对各种临床症状的多效应和因果效应。在孟德尔随机分析中,我们发现了 miR-1908-5p 对良性结肠肿瘤风险的保护性因果效应,并表明这种效应与其宿主基因(FADS1)无关。这项研究丰富了我们对血浆 miRNA 遗传结构的认识,并探索了 miRNA 在各种临床病症中的特征。基于人群的基因组学、其他全息图层和临床数据的整合为揭示 miRNAs 潜在的临床意义提供了机会,也为基于 miRNA 的新型治疗靶点的发现提供了工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comprehensive study of genetic regulation and disease associations of plasma circulatory microRNAs using population-level data
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.
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来源期刊
Genome Biology
Genome Biology Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
21.00
自引率
3.30%
发文量
241
审稿时长
2 months
期刊介绍: Genome Biology stands as a premier platform for exceptional research across all domains of biology and biomedicine, explored through a genomic and post-genomic lens. With an impressive impact factor of 12.3 (2022),* the journal secures its position as the 3rd-ranked research journal in the Genetics and Heredity category and the 2nd-ranked research journal in the Biotechnology and Applied Microbiology category by Thomson Reuters. Notably, Genome Biology holds the distinction of being the highest-ranked open-access journal in this category. Our dedicated team of highly trained in-house Editors collaborates closely with our esteemed Editorial Board of international experts, ensuring the journal remains on the forefront of scientific advances and community standards. Regular engagement with researchers at conferences and institute visits underscores our commitment to staying abreast of the latest developments in the field.
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