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Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability
N(6)-methyladenosine (m(6)A) plays important roles in regulating mRNA processing. Despite rapid progress in this field, little is known about genetic determinants of m(6)A modification and their role in common diseases. In this work, we mapped quantitative trait loci (QTLs) of m(6)A peaks in 60 Yoru...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7483307/ https://www.ncbi.nlm.nih.gov/pubmed/32601472 http://dx.doi.org/10.1038/s41588-020-0644-z |
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author | Zhang, Zijie Luo, Kaixuan Zou, Zhongyu Qiu, Maguanyun Tian, Jiakun Sieh, Laura Shi, Hailing Zou, Yuxin Wang, Gao Morrison, Jean Zhu, Allen C. Qiao, Min Li, Zhongshan Stephens, Matthew He, Xin He, Chuan |
author_facet | Zhang, Zijie Luo, Kaixuan Zou, Zhongyu Qiu, Maguanyun Tian, Jiakun Sieh, Laura Shi, Hailing Zou, Yuxin Wang, Gao Morrison, Jean Zhu, Allen C. Qiao, Min Li, Zhongshan Stephens, Matthew He, Xin He, Chuan |
author_sort | Zhang, Zijie |
collection | PubMed |
description | N(6)-methyladenosine (m(6)A) plays important roles in regulating mRNA processing. Despite rapid progress in this field, little is known about genetic determinants of m(6)A modification and their role in common diseases. In this work, we mapped quantitative trait loci (QTLs) of m(6)A peaks in 60 Yoruba lymphoblast cell lines (LCLs). We find that m(6)A-QTLs are largely independent of expression and splicing QTLs, and are enriched with binding sites of RNA-binding proteins (RBPs), RNA structure-changing variants and transcriptional features. Joint analysis of QTLs of m(6)A and related molecular traits suggests that downstream effects of m(6)A are heterogeneous and context-dependent. We identified proteins that mediate m(6)A effects on translation. Integrating with data from genome-wide association studies (GWAS), we show that m(6)A-QTLs contribute to heritability of various immune and blood-related traits at levels comparable to splicing-QTLs and roughly half of eQTLs. Leveraging m(6)A-QTLs in a transcriptome-wide association study (TWAS) framework, we identified putative risk genes of these traits. |
format | Online Article Text |
id | pubmed-7483307 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-74833072020-12-29 Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability Zhang, Zijie Luo, Kaixuan Zou, Zhongyu Qiu, Maguanyun Tian, Jiakun Sieh, Laura Shi, Hailing Zou, Yuxin Wang, Gao Morrison, Jean Zhu, Allen C. Qiao, Min Li, Zhongshan Stephens, Matthew He, Xin He, Chuan Nat Genet Article N(6)-methyladenosine (m(6)A) plays important roles in regulating mRNA processing. Despite rapid progress in this field, little is known about genetic determinants of m(6)A modification and their role in common diseases. In this work, we mapped quantitative trait loci (QTLs) of m(6)A peaks in 60 Yoruba lymphoblast cell lines (LCLs). We find that m(6)A-QTLs are largely independent of expression and splicing QTLs, and are enriched with binding sites of RNA-binding proteins (RBPs), RNA structure-changing variants and transcriptional features. Joint analysis of QTLs of m(6)A and related molecular traits suggests that downstream effects of m(6)A are heterogeneous and context-dependent. We identified proteins that mediate m(6)A effects on translation. Integrating with data from genome-wide association studies (GWAS), we show that m(6)A-QTLs contribute to heritability of various immune and blood-related traits at levels comparable to splicing-QTLs and roughly half of eQTLs. Leveraging m(6)A-QTLs in a transcriptome-wide association study (TWAS) framework, we identified putative risk genes of these traits. 2020-06-29 2020-09 /pmc/articles/PMC7483307/ /pubmed/32601472 http://dx.doi.org/10.1038/s41588-020-0644-z Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Zhang, Zijie Luo, Kaixuan Zou, Zhongyu Qiu, Maguanyun Tian, Jiakun Sieh, Laura Shi, Hailing Zou, Yuxin Wang, Gao Morrison, Jean Zhu, Allen C. Qiao, Min Li, Zhongshan Stephens, Matthew He, Xin He, Chuan Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title | Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title_full | Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title_fullStr | Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title_full_unstemmed | Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title_short | Genetic Analyses Support the Contribution of mRNA N(6)-methyladenosine (m(6)A) Modification to Human Disease Heritability |
title_sort | genetic analyses support the contribution of mrna n(6)-methyladenosine (m(6)a) modification to human disease heritability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7483307/ https://www.ncbi.nlm.nih.gov/pubmed/32601472 http://dx.doi.org/10.1038/s41588-020-0644-z |
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