生物
等位基因
RNA剪接
核糖核酸
遗传学
计算生物学
N6-甲基腺苷
信使核糖核酸
内含子
基因
甲基化
甲基转移酶
出处
期刊:Genome Research
[Cold Spring Harbor Laboratory]
日期:2024-10-29
卷期号:: gr.279270.124-gr.279270.124
标识
DOI:10.1101/gr.279270.124
摘要
Long-read sequencing technology enables highly accurate detection of allele-specific RNA expression, providing insights into the effects of genetic variation on splicing and RNA abundance. Furthermore, the ability to directly sequence RNA using the Oxford Nanopore technology promises the detection of RNA modifications in tandem with ascertaining the allelic origin of each molecule. Here, we leverage these advantages to determine allele-biased patterns of N6-methyladenosine (m6A) modifications in native mRNA. We utilized human and mouse cells with known genetic variants to assign allelic origin of each mRNA molecule combined with a supervised machine learning model to detect read-level m6A modification ratios. Our analyses revealed the importance of sequences adjacent to the DRACH-motif in determining m6A deposition, in addition to allelic differences that directly alter the motif. Moreover, we discovered allele-specific m6A modification (ASM) events with no genetic variants in close proximity to the differentially modified nucleotide, demonstrating the unique advantage of using long reads and surpassing the capabilities of antibody-based short-read approaches. This technological advancement promises to advance our understanding of the role of genetics in determining mRNA modifications.
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