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Updated: Dec 17, 2025

Characterizing RNA Modifications in Single Neurons Using Mass Spectrometry
Published on: April 21, 2022
Genetic analyses support the contribution of mRNA N6-methyladenosine (m6A) modification to human disease heritability
Zijie Zhang1,2, Kaixuan Luo3, Zhongyu Zou1,2
1Department of Chemistry and Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, USA.
Abstract:
N6-methyladenosine (m6A) plays important roles in regulating messenger RNA processing. Despite rapid progress in this field, little is known about the genetic determinants of m6A modification and their role in common diseases. In this study, we mapped the quantitative trait loci (QTLs) of m6A peaks in 60 Yoruba (YRI) lymphoblastoid cell lines. We found that m6A QTLs are largely independent of expression and splicing QTLs and are enriched with binding sites of RNA-binding proteins, RNA structure-changing variants and transcriptional features. Joint analysis of the QTLs of m6A and related molecular traits suggests that the downstream effects of m6A are heterogeneous and context dependent. We identified proteins that mediate m6A effects on translation. Through integration with data from genome-wide association studies, we show that m6A QTLs contribute to the heritability of various immune and blood-related traits at levels comparable to splicing QTLs and roughly half of expression QTLs. By leveraging m6A QTLs in a transcriptome-wide association study framework, we identified putative risk genes of these traits.
Insights
Genetic factors influencing N6-methyladenosine (m6A) RNA modification were mapped. These m6A quantitative trait loci (QTLs) impact immune and blood traits, revealing new disease risk genes.
Area of Science:
- Genetics
- Molecular Biology
- Epigenetics
Background:
- N6-methyladenosine (m6A) is a crucial regulator of messenger RNA processing.
- The genetic underpinnings and disease relevance of m6A modification remain underexplored.
Purpose of the Study:
- To identify genetic determinants of m6A modification by mapping quantitative trait loci (QTLs).
- To investigate the relationship between m6A QTLs and common diseases, particularly immune and blood-related traits.
Main Methods:
- Quantitative trait loci (QTL) mapping of m6A peaks in Yoruba lymphoblastoid cell lines.
- Integration of m6A QTLs with expression and splicing QTLs, RNA-binding protein sites, and transcriptional features.
- Joint analysis of m6A QTLs with molecular traits and genome-wide association study data.
Main Results:
- m6A QTLs were largely independent of expression and splicing QTLs.
- m6A QTLs are enriched in regulatory elements like RNA-binding protein sites and RNA structures.
- m6A QTLs contribute significantly to the heritability of immune and blood traits.
- Proteins mediating m6A's translational effects were identified.
- Putative risk genes for immune and blood traits were identified using m6A QTLs.
Conclusions:
- The genetic architecture of m6A modification is distinct from expression and splicing.
- m6A modification plays a significant role in the heritability of complex human traits.
- m6A QTLs offer a valuable resource for identifying disease risk genes and understanding molecular mechanisms.
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