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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
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.
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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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