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基于 miRNA 相关序列变异的全表型关联研究:英国生物银行。

Phenome-wide association study on miRNA-related sequence variants: the UK Biobank.

机构信息

Department of Epidemiology and Biostatistics, Imperial College London, London, UK.

UK Dementia Research Institute, Imperial College London, London, UK.

出版信息

Hum Genomics. 2023 Nov 24;17(1):104. doi: 10.1186/s40246-023-00553-w.


DOI:10.1186/s40246-023-00553-w
PMID:37996941
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10668386/
Abstract

BACKGROUND: Genetic variants in the coding region could directly affect the structure and expression levels of genes and proteins. However, the importance of variants in the non-coding region, such as microRNAs (miRNAs), remain to be elucidated. Genetic variants in miRNA-related sequences could affect their biogenesis or functionality and ultimately affect disease risk. Yet, their implications and pleiotropic effects on many clinical conditions remain unknown. METHODS: Here, we utilised genotyping and hospital records data in the UK Biobank (N = 423,419) to investigate associations between 346 genetic variants in miRNA-related sequences and a wide range of clinical diagnoses through phenome-wide association studies. Further, we tested whether changes in blood miRNA expression levels could affect disease risk through colocalisation and Mendelian randomisation analysis. RESULTS: We identified 122 associations for six variants in the seed region of miRNAs, nine variants in the mature region of miRNAs, and 27 variants in the precursor miRNAs. These included associations with hypertension, dyslipidaemia, immune-related disorders, and others. Nineteen miRNAs were associated with multiple diagnoses, with six of them associated with multiple disease categories. The strongest association was reported between rs4285314 in the precursor of miR-3135b and celiac disease risk (odds ratio (OR) per effect allele increase = 0.37, P = 1.8 × 10). Colocalisation and Mendelian randomisation analysis highlighted potential causal role of miR-6891-3p in dyslipidaemia. CONCLUSIONS: Our study demonstrates the pleiotropic effect of miRNAs and offers insights to their possible clinical importance.

摘要

背景:编码区域的遗传变异可以直接影响基因和蛋白质的结构和表达水平。然而,非编码区域(如 microRNAs,miRNAs)中的变异的重要性仍有待阐明。miRNA 相关序列中的遗传变异可能会影响其生物发生或功能,最终影响疾病风险。然而,它们对许多临床病症的影响和多效性作用仍然未知。

方法:在这里,我们利用英国生物银行(N=423,419)中的基因分型和医院记录数据,通过表型全基因组关联研究,研究 miRNA 相关序列中 346 个遗传变异与广泛的临床诊断之间的关联。此外,我们通过 colocalisation 和 Mendelian randomisation 分析,测试血液 miRNA 表达水平的变化是否会影响疾病风险。

结果:我们鉴定出 6 个 miRNA 种子区域的变异、9 个 miRNA 成熟区域的变异和 27 个 miRNA 前体的变异与 122 个临床诊断相关。这些关联包括与高血压、血脂异常、免疫相关疾病等有关。19 个 miRNA 与多种诊断相关,其中 6 个 miRNA 与多种疾病类别相关。报道的最强关联是在 miR-3135b 的前体 rs4285314 与乳糜泻风险之间(每个效应等位基因增加的优势比(OR)=0.37,P=1.8×10)。colocalisation 和 Mendelian randomisation 分析突出了 miR-6891-3p 在血脂异常中的潜在因果作用。

结论:我们的研究表明了 miRNAs 的多效性作用,并为它们可能的临床重要性提供了一些见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/039d97c93a91/40246_2023_553_Fig4a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/8c34d0d1c832/40246_2023_553_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/d1d472c13c54/40246_2023_553_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/f4c11d434521/40246_2023_553_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/039d97c93a91/40246_2023_553_Fig4a_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/8c34d0d1c832/40246_2023_553_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/d1d472c13c54/40246_2023_553_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/f4c11d434521/40246_2023_553_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4dba/10668386/039d97c93a91/40246_2023_553_Fig4a_HTML.jpg

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Phenome-wide association study on miRNA-related sequence variants: the UK Biobank.

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引用本文的文献

[1]
Investigation of the role of miRNA variants in neurodegenerative brain diseases.

Front Genet. 2025-2-26

[2]
Role of miRNAs in the pathogenesis of psoriasis and psoriatic arthritis: a genome-wide Mendelian randomization study.

Clin Rheumatol. 2025-4

[3]
A scoping review of statistical methods to investigate colocalization between genetic associations and microRNA expression in osteoarthritis.

Osteoarthr Cartil Open. 2024-11-8

[4]
A comprehensive study of genetic regulation and disease associations of plasma circulatory microRNAs using population-level data.

Genome Biol. 2024-10-21

本文引用的文献

[1]
Phenome-wide association study of the major histocompatibility complex region in the Korean population identifies novel association signals.

Hum Mol Genet. 2022-8-17

[2]
SNPs in miRNAs and Target Sequences: Role in Cancer and Diabetes.

Front Genet. 2021-12-1

[3]
The power of genetic diversity in genome-wide association studies of lipids.

Nature. 2021-12

[4]
MicroRNA Variants and HLA-miRNA Interactions are Novel Rheumatoid Arthritis Susceptibility Factors.

Front Genet. 2021-10-29

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Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression.

Nat Genet. 2021-9

[6]
A Common Polymorphism in the Locus Links miR1908 to Low-Density Lipoprotein Cholesterol Through BMP1.

Arterioscler Thromb Vasc Biol. 2021-8

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Nucleic Acids Res. 2021-1-8

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lncRNA IGHC1 Acts as a ceRNA to Regulate Macrophage Inflammation via the miR-6891-3p/TLR4 Axis in Osteoarthritis.

Mediators Inflamm. 2020

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Rare Genetic Variants of Large Effect Influence Risk of Type 1 Diabetes.

Diabetes. 2020-1-31

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Systematic review of microRNA biomarkers in acute coronary syndrome and stable coronary artery disease.

Cardiovasc Res. 2020-5-1

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