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

被引:28
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 59 条
[1]   The rules of gene expression in plants: Organ identity and gene body methylation are key factors for regulation of gene expression in Arabidopsis thaliana [J].
Aceituno, Felipe F. ;
Moseyko, Nick ;
Rhee, Seung Y. ;
Gutierrez, Rodrigo A. .
BMC GENOMICS, 2008, 9 (1)
[2]  
[Anonymous], 2017, R LANG ENV STAT COMP
[3]   The Evolution of Gene-Specific Transcriptional Noise Is Driven by Selection at the Pathway Level [J].
Barroso, Gustavo Valadares ;
Puzovic, Natasa ;
Dutheil, Julien Y. .
GENETICS, 2018, 208 (01) :173-189
[4]   Micromanagers of gene expression: the potentially widespread influence of metazoan microRNAs [J].
Bartel, DP ;
Chen, CZ .
NATURE REVIEWS GENETICS, 2004, 5 (05) :396-400
[5]   Gene body DNA methylation in plants [J].
Bewick, Adam J. ;
Schmitz, Robert J. .
CURRENT OPINION IN PLANT BIOLOGY, 2017, 36 :103-110
[6]   On the origin and evolutionary consequences of gene body DNA methylation [J].
Bewick, Adam J. ;
Ji, Lexiang ;
Niederhuth, Chad E. ;
Willing, Eva-Maria ;
Hofmeister, Brigitte T. ;
Shi, Xiuling ;
Wang, Li ;
Lu, Zefu ;
Rohr, Nicholas A. ;
Hartwig, Benjamin ;
Kiefer, Christiane ;
Deal, Roger B. ;
Schmutz, Jeremy ;
Grimwood, Jane ;
Stroud, Hume ;
Jacobsen, Steven E. ;
Schneeberger, Korbinian ;
Zhang, Xiaoyu ;
Schmitz, Robert J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (32) :9111-9116
[7]   Gene balance hypothesis: Connecting issues of dosage sensitivity across biological disciplines [J].
Birchler, James A. ;
Veitia, Reiner A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (37) :14746-14753
[8]   GENE NUMBER, NOISE-REDUCTION AND BIOLOGICAL COMPLEXITY [J].
BIRD, AP .
TRENDS IN GENETICS, 1995, 11 (03) :94-100
[9]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[10]   Unravelling angiosperm genome evolution by phylogenetic analysis of chromosomal duplication events [J].
Bowers, JE ;
Chapman, BA ;
Rong, JK ;
Paterson, AH .
NATURE, 2003, 422 (6930) :433-438