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

被引:29
|
作者
Horvath, Robert [1 ]
Laenen, Benjamin [1 ]
Takuno, Shohei [2 ]
Slotte, Tanja [1 ]
机构
[1] Stockholm Univ, Sci Life Lab, Dept Ecol Environm & Plant Sci, S-10691 Stockholm, Sweden
[2] Grad Univ Adv Studies, SOKENDAI, Dept Evolutionary Studies Biosyst, Hayama, Kanagawa, Japan
基金
日本学术振兴会;
关键词
DNA METHYLATION; EVOLUTION; TRANSCRIPTS; DETERMINANTS; ORTHOLOGS; ALIGNER; PATHWAY; SITES;
D O I
10.1038/s41437-018-0181-z
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
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.
引用
收藏
页码:81 / 91
页数:11
相关论文
共 50 条
  • [31] DNA methylation related gene expression and morphophysiological response to abiotic stresses in Arabidopsis thaliana
    Arikan, Burcu
    Ozden, Sibel
    Turgut-Kara, Neslihan
    ENVIRONMENTAL AND EXPERIMENTAL BOTANY, 2018, 149 : 17 - 26
  • [32] Nucleolin Is Required for DNA Methylation State and the Expression of rRNA Gene Variants in Arabidopsis thaliana
    Pontvianne, Frederic
    Abou-Ellail, Mohamed
    Douet, Julien
    Comella, Pascale
    Matia, Isabel
    Chandrasekhara, Chinmayi
    DeBures, Anne
    Blevins, Todd
    Cooke, Richard
    Medina, Francisco J.
    Tourmente, Sylvette
    Pikaard, Craig S.
    Saez-Vasquez, Julio
    PLOS GENETICS, 2010, 6 (11):
  • [33] Gravitational effects on metabolism and gene expression of Arabidopsis thaliana cell cultures
    Hampp, R
    Maier, RM
    Martzivanou, M
    Ecke, M
    Magel, E
    15TH ESA SYMPOSIUM ON EUROPEAN ROCKET AND BALLOON PROGRAMMES AND RELATED RESEARCH, PROCEEDINGS, 2001, 471 : 399 - 403
  • [34] Single-cell and coupled GRN models of cell patterning in the Arabidopsis thaliana root stem cell niche
    Azpeitia, Eugenio
    Benitez, Mariana
    Vega, Iliusi
    Villarreal, Carlos
    Alvarez-Buylla, Elena R.
    BMC SYSTEMS BIOLOGY, 2010, 4
  • [35] Single-cell network analysis reveals gene expression programs for Arabidopsis root development and metabolism
    Han, Ershang
    Geng, Zhenxing
    Qin, Yue
    Wang, Yuewei
    Ma, Shisong
    PLANT COMMUNICATIONS, 2024, 5 (08)
  • [36] Determination of single-cell gene expression in Arabidopsis by capillary electrophoresis with laser induced fluorescence detection
    Liu, X
    Ma, L
    Zhang, HF
    Lu, YT
    JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2004, 808 (02): : 241 - 247
  • [37] Privacy of single-cell gene expression data
    Cho, Hyunghoon
    PATTERNS, 2024, 5 (11):
  • [38] Single-cell gene expression of the bovine blastocyst
    Negron-Perez, Veronica M.
    Zhang, Yanping
    Hansen, Peter J.
    REPRODUCTION, 2017, 154 (05) : 627 - 644
  • [39] Gene expression profiling of single epidermal, basal and trichome cells of Arabidopsis thaliana
    Lieckfeldt, Elke
    Simon-Rosin, Ulrike
    Kose, Frank
    Zoeller, Daniela
    Schliep, Martin
    Fisahn, Joachim
    JOURNAL OF PLANT PHYSIOLOGY, 2008, 165 (14) : 1530 - 1544
  • [40] A gene expression map of Arabidopsis thaliana development
    Markus Schmid
    Timothy S Davison
    Stefan R Henz
    Utz J Pape
    Monika Demar
    Martin Vingron
    Bernhard Schölkopf
    Detlef Weigel
    Jan U Lohmann
    Nature Genetics, 2005, 37 : 501 - 506