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Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies

Comprehensive analyses of results from genome-wide association studies (GWAS) have demonstrated that complex disease/trait-associated loci are enriched in gene regulatory regions of the genome. The search for causal regulatory variation has focused primarily on transcriptional elements, such as prom...

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Autores principales: Bulik-Sullivan, Brendan, Selitsky, Sara, Sethupathy, Praveen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3807557/
https://www.ncbi.nlm.nih.gov/pubmed/23595788
http://dx.doi.org/10.1002/humu.22337
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author Bulik-Sullivan, Brendan
Selitsky, Sara
Sethupathy, Praveen
author_facet Bulik-Sullivan, Brendan
Selitsky, Sara
Sethupathy, Praveen
author_sort Bulik-Sullivan, Brendan
collection PubMed
description Comprehensive analyses of results from genome-wide association studies (GWAS) have demonstrated that complex disease/trait-associated loci are enriched in gene regulatory regions of the genome. The search for causal regulatory variation has focused primarily on transcriptional elements, such as promoters and enhancers. microRNAs (miRNAs) are now widely appreciated as critical posttranscriptional regulators of gene expression and are thought to impart stability to biological systems. Naturally occurring genetic variation in the miRNA regulome is likely an important contributor to phenotypic variation in the human population. However, the extent to which polymorphic miRNA-mediated gene regulation underlies GWAS signals remains unclear. In this study, we have developed the most comprehensive bioinformatic analysis pipeline to date for cataloging and prioritizing variants in the miRNA regulome as functional candidates in GWAS. We highlight specific findings, including a variant in the promoter of the miRNA let-7 that may contribute to human height variation. We also provide a discussion of how our approach can be expanded in the future. Overall, we believe that the results of this study will be valuable for researchers interested in determining whether GWAS signals implicate the miRNA regulome in their disease/trait of interest.
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spelling pubmed-38075572013-11-04 Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies Bulik-Sullivan, Brendan Selitsky, Sara Sethupathy, Praveen Hum Mutat Informatics Comprehensive analyses of results from genome-wide association studies (GWAS) have demonstrated that complex disease/trait-associated loci are enriched in gene regulatory regions of the genome. The search for causal regulatory variation has focused primarily on transcriptional elements, such as promoters and enhancers. microRNAs (miRNAs) are now widely appreciated as critical posttranscriptional regulators of gene expression and are thought to impart stability to biological systems. Naturally occurring genetic variation in the miRNA regulome is likely an important contributor to phenotypic variation in the human population. However, the extent to which polymorphic miRNA-mediated gene regulation underlies GWAS signals remains unclear. In this study, we have developed the most comprehensive bioinformatic analysis pipeline to date for cataloging and prioritizing variants in the miRNA regulome as functional candidates in GWAS. We highlight specific findings, including a variant in the promoter of the miRNA let-7 that may contribute to human height variation. We also provide a discussion of how our approach can be expanded in the future. Overall, we believe that the results of this study will be valuable for researchers interested in determining whether GWAS signals implicate the miRNA regulome in their disease/trait of interest. Blackwell Publishing Ltd 2013-04 2013-05-08 /pmc/articles/PMC3807557/ /pubmed/23595788 http://dx.doi.org/10.1002/humu.22337 Text en Copyright © 2013 Wiley Periodicals, Inc., A Wiley Company http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation.
spellingShingle Informatics
Bulik-Sullivan, Brendan
Selitsky, Sara
Sethupathy, Praveen
Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title_full Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title_fullStr Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title_full_unstemmed Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title_short Prioritization of Genetic Variants in the microRNA Regulome as Functional Candidates in Genome-Wide Association Studies
title_sort prioritization of genetic variants in the microrna regulome as functional candidates in genome-wide association studies
topic Informatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3807557/
https://www.ncbi.nlm.nih.gov/pubmed/23595788
http://dx.doi.org/10.1002/humu.22337
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