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拟南芥中单细胞表达噪声和基因体甲基化。

Single-cell expression noise and gene-body methylation in Arabidopsis thaliana.

机构信息

Department of Ecology, Environment and Plant Sciences, Science for Life laboratory, Stockholm University, Stockholm, 106 91, Sweden.

Department of Evolutionary Studies of Biosystems, SOKENDAI (The Graduate University for Advanced Studies), Hayama, Kanagawa, Japan.

出版信息

Heredity (Edinb). 2019 Aug;123(2):81-91. doi: 10.1038/s41437-018-0181-z. Epub 2019 Jan 16.

DOI:10.1038/s41437-018-0181-z
PMID:30651589
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6781109/
Abstract

Gene-body methylation (gbM) refers to an increased level of methylated cytosines specifically in a CG sequence context within genes. gbM is found in plant genes with intermediate expression level, which evolve slowly, and is often broadly conserved across millions of years of evolution. Intriguingly however, some plants lack gbM, and thus it remains unclear whether gbM has a function. In animals, there is support for a role of gbM in reducing erroneous transcription and transcription noise, but so far most studies in plants have tested for an effect of gbM on expression level, not noise. Here, we therefore tested whether gbM was associated with reduced expression noise in Arabidopsis thaliana, using single-cell transcriptome sequencing data from root quiescent centre cells. We find that gbM genes have lower expression noise levels than unmethylated genes. However, an analysis of covariance revealed that, if other genomic features are taken into account, this association disappears. Nonetheless, gbM genes were more consistently expressed across single-cell samples, supporting previous inference that gbM genes are constitutively expressed. Finally, we observed that fewer RNAseq reads map to introns of gbM genes than to introns of unmethylated genes, which indicates that gbM might be involved in reducing erroneous transcription by reducing intron retention.

摘要

基因体甲基化(gbM)是指在基因的 CG 序列背景中,特定的甲基化胞嘧啶水平升高。gbM 存在于表达水平中等、进化缓慢且在数百万年的进化过程中广泛保守的植物基因中。然而,有趣的是,一些植物缺乏 gbM,因此尚不清楚 gbM 是否具有功能。在动物中,有证据表明 gbM 可降低转录错误和转录噪声,但到目前为止,植物的大多数研究都检测了 gbM 对表达水平而非噪声的影响。在这里,我们使用来自根静止中心细胞的单细胞转录组测序数据,检测了 gbM 是否与拟南芥中表达噪声的降低有关。我们发现,gbM 基因的表达噪声水平低于非甲基化基因。然而,协方差分析显示,如果考虑其他基因组特征,这种关联就会消失。尽管如此,gbM 基因在单细胞样本中的表达更为一致,这支持了先前的推断,即 gbM 基因是组成型表达的。最后,我们观察到 gbM 基因的 RNAseq 读数比非甲基化基因的 intron 读数更少,这表明 gbM 可能通过减少内含子保留来参与减少转录错误。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3618/6781109/3142fad9c2a4/41437_2018_181_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3618/6781109/3142fad9c2a4/41437_2018_181_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3618/6781109/3142fad9c2a4/41437_2018_181_Fig1_HTML.jpg

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