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

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 affe...

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Autores principales: Mustafa, Rima, Ghanbari, Mohsen, Karhunen, Ville, Evangelou, Marina, Dehghan, Abbas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668386/
https://www.ncbi.nlm.nih.gov/pubmed/37996941
http://dx.doi.org/10.1186/s40246-023-00553-w
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author Mustafa, Rima
Ghanbari, Mohsen
Karhunen, Ville
Evangelou, Marina
Dehghan, Abbas
author_facet Mustafa, Rima
Ghanbari, Mohsen
Karhunen, Ville
Evangelou, Marina
Dehghan, Abbas
author_sort Mustafa, Rima
collection PubMed
description 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(–162)). 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00553-w.
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spelling pubmed-106683862023-11-24 Phenome-wide association study on miRNA-related sequence variants: the UK Biobank Mustafa, Rima Ghanbari, Mohsen Karhunen, Ville Evangelou, Marina Dehghan, Abbas Hum Genomics Research 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(–162)). 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40246-023-00553-w. BioMed Central 2023-11-24 /pmc/articles/PMC10668386/ /pubmed/37996941 http://dx.doi.org/10.1186/s40246-023-00553-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Mustafa, Rima
Ghanbari, Mohsen
Karhunen, Ville
Evangelou, Marina
Dehghan, Abbas
Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title_full Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title_fullStr Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title_full_unstemmed Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title_short Phenome-wide association study on miRNA-related sequence variants: the UK Biobank
title_sort phenome-wide association study on mirna-related sequence variants: the uk biobank
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668386/
https://www.ncbi.nlm.nih.gov/pubmed/37996941
http://dx.doi.org/10.1186/s40246-023-00553-w
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