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Significant impact of miRNA–target gene networks on genetics of human complex traits

The impact of microRNA (miRNA) on the genetics of human complex traits, especially in the context of miRNA-target gene networks, has not been fully assessed. Here, we developed a novel analytical method, MIGWAS, to comprehensively evaluate enrichment of genome-wide association study (GWAS) signals i...

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Autores principales: Okada, Yukinori, Muramatsu, Tomoki, Suita, Naomasa, Kanai, Masahiro, Kawakami, Eiryo, Iotchkova, Valentina, Soranzo, Nicole, Inazawa, Johji, Tanaka, Toshihiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4772006/
https://www.ncbi.nlm.nih.gov/pubmed/26927695
http://dx.doi.org/10.1038/srep22223
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author Okada, Yukinori
Muramatsu, Tomoki
Suita, Naomasa
Kanai, Masahiro
Kawakami, Eiryo
Iotchkova, Valentina
Soranzo, Nicole
Inazawa, Johji
Tanaka, Toshihiro
author_facet Okada, Yukinori
Muramatsu, Tomoki
Suita, Naomasa
Kanai, Masahiro
Kawakami, Eiryo
Iotchkova, Valentina
Soranzo, Nicole
Inazawa, Johji
Tanaka, Toshihiro
author_sort Okada, Yukinori
collection PubMed
description The impact of microRNA (miRNA) on the genetics of human complex traits, especially in the context of miRNA-target gene networks, has not been fully assessed. Here, we developed a novel analytical method, MIGWAS, to comprehensively evaluate enrichment of genome-wide association study (GWAS) signals in miRNA–target gene networks. We applied the method to the GWAS results of the 18 human complex traits from >1.75 million subjects, and identified significant enrichment in rheumatoid arthritis (RA), kidney function, and adult height (P < 0.05/18 = 0.0028, most significant enrichment in RA with P = 1.7 × 10(−4)). Interestingly, these results were consistent with current literature-based knowledge of the traits on miRNA obtained through the NCBI PubMed database search (adjusted P = 0.024). Our method provided a list of miRNA and target gene pairs with excess genetic association signals, part of which included drug target genes. We identified a miRNA (miR-4728-5p) that downregulates PADI2, a novel RA risk gene considered as a promising therapeutic target (rs761426, adjusted P = 2.3 × 10(−9)). Our study indicated the significant impact of miRNA–target gene networks on the genetics of human complex traits, and provided resources which should contribute to drug discovery and nucleic acid medicine.
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spelling pubmed-47720062016-03-07 Significant impact of miRNA–target gene networks on genetics of human complex traits Okada, Yukinori Muramatsu, Tomoki Suita, Naomasa Kanai, Masahiro Kawakami, Eiryo Iotchkova, Valentina Soranzo, Nicole Inazawa, Johji Tanaka, Toshihiro Sci Rep Article The impact of microRNA (miRNA) on the genetics of human complex traits, especially in the context of miRNA-target gene networks, has not been fully assessed. Here, we developed a novel analytical method, MIGWAS, to comprehensively evaluate enrichment of genome-wide association study (GWAS) signals in miRNA–target gene networks. We applied the method to the GWAS results of the 18 human complex traits from >1.75 million subjects, and identified significant enrichment in rheumatoid arthritis (RA), kidney function, and adult height (P < 0.05/18 = 0.0028, most significant enrichment in RA with P = 1.7 × 10(−4)). Interestingly, these results were consistent with current literature-based knowledge of the traits on miRNA obtained through the NCBI PubMed database search (adjusted P = 0.024). Our method provided a list of miRNA and target gene pairs with excess genetic association signals, part of which included drug target genes. We identified a miRNA (miR-4728-5p) that downregulates PADI2, a novel RA risk gene considered as a promising therapeutic target (rs761426, adjusted P = 2.3 × 10(−9)). Our study indicated the significant impact of miRNA–target gene networks on the genetics of human complex traits, and provided resources which should contribute to drug discovery and nucleic acid medicine. Nature Publishing Group 2016-03-01 /pmc/articles/PMC4772006/ /pubmed/26927695 http://dx.doi.org/10.1038/srep22223 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Okada, Yukinori
Muramatsu, Tomoki
Suita, Naomasa
Kanai, Masahiro
Kawakami, Eiryo
Iotchkova, Valentina
Soranzo, Nicole
Inazawa, Johji
Tanaka, Toshihiro
Significant impact of miRNA–target gene networks on genetics of human complex traits
title Significant impact of miRNA–target gene networks on genetics of human complex traits
title_full Significant impact of miRNA–target gene networks on genetics of human complex traits
title_fullStr Significant impact of miRNA–target gene networks on genetics of human complex traits
title_full_unstemmed Significant impact of miRNA–target gene networks on genetics of human complex traits
title_short Significant impact of miRNA–target gene networks on genetics of human complex traits
title_sort significant impact of mirna–target gene networks on genetics of human complex traits
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4772006/
https://www.ncbi.nlm.nih.gov/pubmed/26927695
http://dx.doi.org/10.1038/srep22223
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