Multiple links between 5-methylcytosine content of mRNA and translation

Background 5-Methylcytosine (m 5 C) is a prevalent base modification in tRNA and rRNA but it also occurs more broadly in the transcriptome, including in mRNA, where it serves incompletely understood molecular functions. In pursuit of potential links of m 5 C with mRNA translation, we performed polysome profiling of human HeLa cell lysates and subjected RNA from resultant fractions to efficient bisulfite conversion followed by RNA sequencing (bsRNA-seq). Bioinformatic filters for rigorous site calling were devised to reduce technical noise. Results We obtained ~ 1000 candidate m 5 C sites in the wider transcriptome, most of which were found in mRNA. Multiple novel sites were validated by amplicon-specific bsRNA-seq in independent samples of either human HeLa, LNCaP and PrEC cells. Furthermore, RNAi-mediated depletion of either the NSUN2 or TRDMT1 m 5 C:RNA methyltransferases showed a clear dependence on NSUN2 for the majority of tested sites in both mRNAs and noncoding RNAs. Candidate m 5 C sites in mRNAs are enriched in 5′UTRs and near start codons and are embedded in a local context reminiscent of the NSUN2-dependent m 5 C sites found in the variable loop of tRNA. Analysing mRNA sites across the polysome profile revealed that modification levels, at bulk and for many individual sites, were inversely correlated with ribosome association. Conclusions Our findings emphasise the major role of NSUN2 in placing the m 5 C mark transcriptome-wide. We further present evidence that substantiates a functional interdependence of cytosine methylation level with mRNA translation. Additionally, we identify several compelling candidate sites for future mechanistic analysis.

[1]  A. Lusser,et al.  The dynamic RNA modification 5‐methylcytosine and its emerging role as an epitranscriptomic mark , 2018, Wiley interdisciplinary reviews. RNA.

[2]  Jun Xia,et al.  RNA 5-Methylcytosine Facilitates the Maternal-to-Zygotic Transition by Preventing Maternal mRNA Decay. , 2019, Molecular cell.

[3]  E. Phizicky,et al.  Do all modifications benefit all tRNAs? , 2010, FEBS letters.

[4]  Bifeng Yuan,et al.  Formation and determination of the oxidation products of 5-methylcytosine in RNA† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c6sc01589a , 2016, Chemical science.

[5]  Schraga Schwartz,et al.  Transcriptome-Wide Mapping of 5-methylcytidine RNA Modifications in Bacteria, Archaea, and Yeast Reveals m5C within Archaeal mRNAs , 2013, PLoS genetics.

[6]  S. Jaffrey,et al.  Discovering and Mapping the Modified Nucleotides That Comprise the Epitranscriptome of mRNA. , 2019, Cold Spring Harbor perspectives in biology.

[7]  Jonas Korlach,et al.  The birth of the Epitranscriptome: deciphering the function of RNA modifications , 2012, Genome Biology.

[8]  Alice Burgess,et al.  Deciphering the epitranscriptome: A green perspective , 2016, Journal of integrative plant biology.

[9]  T. Preiss,et al.  Widespread occurrence of 5-methylcytosine in human coding and non-coding RNA , 2012, Nucleic acids research.

[10]  Jernej Ule,et al.  NSun2-Mediated Cytosine-5 Methylation of Vault Noncoding RNA Determines Its Processing into Regulatory Small RNAs , 2013, Cell reports.

[11]  O. Elemento,et al.  Comprehensive Analysis of mRNA Methylation Reveals Enrichment in 3′ UTRs and near Stop Codons , 2012, Cell.

[12]  Patricia P. Chan,et al.  GtRNAdb 2.0: an expanded database of transfer RNA genes identified in complete and draft genomes , 2015, Nucleic Acids Res..

[13]  Bifeng Yuan,et al.  The existence of 5-hydroxymethylcytosine and 5-formylcytosine in both DNA and RNA in mammals. , 2016, Chemical communications.

[14]  R. Micura,et al.  Distinct 5-methylcytosine profiles in poly(A) RNA from mouse embryonic stem cells and brain , 2017, Genome Biology.

[15]  Utkarsh Kapoor,et al.  Understanding RNA modifications: the promises and technological bottlenecks of the ‘epitranscriptome’ , 2017, Open Biology.

[16]  Rui Zhang,et al.  Genome-wide identification of mRNA 5-methylcytosine in mammals , 2019, Nature Structural & Molecular Biology.

[17]  Chuan He,et al.  Chemical Modifications in the Life of an mRNA Transcript. , 2018, Annual review of genetics.

[18]  Guangchuang Yu,et al.  clusterProfiler: an R package for comparing biological themes among gene clusters. , 2012, Omics : a journal of integrative biology.

[19]  Zlatko Trajanoski,et al.  meRanTK: methylated RNA analysis ToolKit , 2016, Bioinform..

[20]  Fei Wang,et al.  Transcriptome-wide distribution and function of RNA hydroxymethylcytosine , 2016, Science.

[21]  Marcin Feder,et al.  MODOMICS: a database of RNA modification pathways , 2005, Nucleic Acids Res..

[22]  W. Filipowicz,et al.  Relief of microRNA-Mediated Translational Repression in Human Cells Subjected to Stress , 2006, Cell.

[23]  J. Essigmann,et al.  DNA repair enzymes ALKBH2, ALKBH3, and AlkB oxidize 5-methylcytosine to 5-hydroxymethylcytosine, 5-formylcytosine and 5-carboxylcytosine in vitro , 2019, Nucleic acids research.

[24]  L. Vardy,et al.  5-Methylcytosine RNA Methylation in Arabidopsis Thaliana. , 2017, Molecular plant.

[25]  T. Preiss,et al.  Multiple links between 5-methylcytosine content of mRNA and translation , 2020, BMC Biology.

[26]  R. Perry,et al.  Existence of Methylated Messenger RNA in Mouse L Cells , 1974 .

[27]  H. Cui,et al.  Effects of NSUN2 deficiency on the mRNA 5-methylcytosine modification and gene expression profile in HEK293 cells. , 2019, Epigenomics.

[28]  Kathleen F. Kerr,et al.  The External RNA Controls Consortium: a progress report , 2005, Nature Methods.

[29]  Zhe Liang,et al.  Messenger RNA Modifications in Plants. , 2019, Trends in plant science.

[30]  Reaction of HeLa cell methyl-labelled 28S ribosomal RNA with sodium bisulphite: a conformational probe for methylated sequences. , 1976, Nucleic acids research.

[31]  Hyeshik Chang,et al.  Regulation of Poly(A) Tail and Translation during the Somatic Cell Cycle. , 2016, Molecular cell.

[32]  Mark D. Robinson,et al.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data , 2009, Bioinform..

[33]  Samir Adhikari,et al.  5-methylcytosine promotes mRNA export — NSUN2 as the methyltransferase and ALYREF as an m5C reader , 2017, Cell Research.

[34]  Chuan He,et al.  Where, When, and How: Context-Dependent Functions of RNA Methylation Writers, Readers, and Erasers. , 2019, Molecular cell.

[35]  Michaela Frye,et al.  Stem cell function and stress response are controlled by protein synthesis , 2016, Nature.

[36]  T. Preiss,et al.  Nucleotide-Level Profiling of m⁵C RNA Methylation. , 2016, Methods in molecular biology.

[37]  Arne Klungland,et al.  ALKBH5 is a mammalian RNA demethylase that impacts RNA metabolism and mouse fertility. , 2013, Molecular cell.

[38]  J. Mattick,et al.  Integrative analyses of the RNA modification machinery reveal tissue- and cancer-specific signatures , 2019, Genome Biology.

[39]  B. Cullen,et al.  Epitranscriptomic Addition of m 5C to HIV-1 Transcripts Regulates Viral Gene Expression , 2019, SSRN Electronic Journal.

[40]  Zhike Lu,et al.  m6A-dependent regulation of messenger RNA stability , 2013, Nature.

[41]  M. Bohnsack,et al.  Eukaryotic 5-methylcytosine (m5C) RNA Methyltransferases: Mechanisms, Cellular Functions, and Links to Disease , 2019, Genes.

[42]  David Sturgill,et al.  Acetylation of Cytidine in mRNA Promotes Translation Efficiency , 2018, Cell.

[43]  Hilde van der Togt,et al.  Publisher's Note , 2003, J. Netw. Comput. Appl..

[44]  Francesca Tuorto,et al.  Statistically robust methylation calling for whole-transcriptome bisulfite sequencing reveals distinct methylation patterns for mouse RNAs. , 2017, Genome research.

[45]  T. Preiss,et al.  The emerging epitranscriptomics of long noncoding RNAs. , 2016, Biochimica et biophysica acta.

[46]  T. Pan,et al.  RNA epigenetics. , 2015, Translational research : the journal of laboratory and clinical medicine.

[47]  Yuri Motorin,et al.  Methods for RNA Modification Mapping Using Deep Sequencing: Established and New Emerging Technologies , 2019, Genes.

[48]  Miao Yu,et al.  A METTL3-METTL14 complex mediates mammalian nuclear RNA N6-adenosine methylation , 2013, Nature chemical biology.

[49]  J. Darnell,et al.  The absolute frequency of labeled N-6-methyladenosine in HeLa cell messenger RNA decreases with label time. , 1978, Journal of molecular biology.

[50]  Edward M Kennedy,et al.  Epitranscriptomic Addition of m5C to HIV-1 Transcripts Regulates Viral Gene Expression. , 2019, Cell host & microbe.

[51]  Aaron R. Quinlan,et al.  BIOINFORMATICS APPLICATIONS NOTE , 2022 .

[52]  P. Delgado-Olguín,et al.  Expression of NOL1/NOP2/sun domain (Nsun) RNA methyltransferase family genes in early mouse embryogenesis. , 2013, Gene expression patterns : GEP.

[53]  Thomas Preiss,et al.  Methods to analyze microRNA-mediated control of mRNA translation. , 2007, Methods in Enzymology.

[54]  A. Porter,et al.  The determination of secondary structure in the poly(C) tract of encephalomyocarditis virus RNA with sodium bisulphite. , 1975, Nucleic acids research.

[55]  Samie R Jaffrey,et al.  Reading, writing and erasing mRNA methylation , 2019, Nature Reviews Molecular Cell Biology.

[56]  Felix Krueger,et al.  Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications , 2011, Bioinform..

[57]  R. Desrosiers,et al.  Identification of methylated nucleosides in messenger RNA from Novikoff hepatoma cells. , 1974, Proceedings of the National Academy of Sciences of the United States of America.

[58]  Fan Zhang,et al.  Deposition of 5-Methylcytosine on Enhancer RNAs Enables the Coactivator Function of PGC-1α. , 2016, Cell reports.

[59]  Francine E. Garrett-Bakelman,et al.  methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles , 2012, Genome Biology.

[60]  The External Rna Controls Consortium The External RNA Controls Consortium: a progress report , 2005 .

[61]  Francesca Tuorto,et al.  RNA methylation by Dnmt2 protects transfer RNAs against stress-induced cleavage. , 2010, Genes & development.

[62]  K. Entian,et al.  Tuning the ribosome: The influence of rRNA modification on eukaryotic ribosome biogenesis and function , 2016, RNA biology.

[63]  Ling-Ling Chen,et al.  N6-Methyladenosines Modulate A-to-I RNA Editing. , 2018, Molecular cell.

[64]  J. Vogel,et al.  Emerging roles of RNA modifications in bacteria. , 2016, Current opinion in microbiology.

[65]  G. Simpson,et al.  The Arabidopsis epitranscriptome. , 2015, Current opinion in plant biology.

[66]  Björn Usadel,et al.  Trimmomatic: a flexible trimmer for Illumina sequence data , 2014, Bioinform..

[67]  Ulrike Schumann,et al.  RNAModR: Functional analysis of mRNA modifications in R , 2016, bioRxiv.

[68]  Gideon Rechavi,et al.  Epitranscriptomics: regulation of mRNA metabolism through modifications. , 2017, Current opinion in chemical biology.

[69]  Michaela Frye,et al.  Role of RNA methyltransferases in tissue renewal and pathology , 2014, Current opinion in cell biology.

[70]  Thomas Preiss,et al.  Mapping and significance of the mRNA methylome , 2013, Wiley interdisciplinary reviews. RNA.

[71]  Bradley R. Cairns,et al.  Identification of direct targets and modified bases of RNA cytosine methyltransferases , 2013, Nature Biotechnology.

[72]  Pavel Ivanov,et al.  tRNA fragments in human health and disease , 2014, FEBS letters.

[73]  B. Cullen,et al.  Viral Epitranscriptomics , 2017, Journal of Virology.

[74]  Ligang Wu,et al.  YTHDF2 destabilizes m6A-containing RNA through direct recruitment of the CCR4–NOT deadenylase complex , 2016, Nature Communications.

[75]  Tony Gutschner,et al.  The Dark Side of the Epitranscriptome: Chemical Modifications in Long Non-Coding RNAs , 2017, International journal of molecular sciences.

[76]  Wengong Wang mRNA methylation by NSUN2 in cell proliferation , 2016, Wiley interdisciplinary reviews. RNA.

[77]  Lokesh Kumar,et al.  Mfuzz: A software package for soft clustering of microarray data , 2007, Bioinformation.

[78]  K. Entian,et al.  Yeast Nop2 and Rcm1 methylate C2870 and C2278 of the 25S rRNA, respectively , 2013, Nucleic acids research.

[79]  Sebastian A. Leidel,et al.  The epitranscriptome in translation regulation: mRNA and tRNA modifications as the two sides of the same coin? , 2019, FEBS letters.

[80]  Jizhen Li,et al.  5-hydroxymethylcytosine is detected in RNA from mouse brain tissues , 2016, Brain Research.

[81]  Peter F. Stadler,et al.  ViennaRNA Package 2.0 , 2011, Algorithms for Molecular Biology.

[82]  Chuan He,et al.  RNA epigenetics--chemical messages for posttranscriptional gene regulation. , 2016, Current opinion in chemical biology.

[83]  Gokul Ramaswami,et al.  Identification of human RNA editing sites: A historical perspective. , 2016, Methods.

[84]  Chuan He,et al.  RNA cytosine methylation and methyltransferases mediate chromatin organization and 5-azacytidine response and resistance in leukaemia , 2018, Nature Communications.

[85]  Bing Ren,et al.  N6-methyladenosine-dependent regulation of messenger RNA stability , 2013 .

[86]  H. Cui,et al.  Depletion of TRDMT1 affects 5-methylcytosine modification of mRNA and inhibits HEK293 cell proliferation and migration. , 2019, Biochemical and biophysical research communications.

[87]  Omar Wagih,et al.  ggseqlogo: a versatile R package for drawing sequence logos , 2017, Bioinform..

[88]  Ewelina M. Sokolowska,et al.  m5C Methylation Guides Systemic Transport of Messenger RNA over Graft Junctions in Plants , 2019, Current Biology.

[89]  M. Kupiec,et al.  Topology of the human and mouse m6A RNA methylomes revealed by m6A-seq , 2012, Nature.

[90]  B. Cullen,et al.  Extensive Epitranscriptomic Methylation of A and C Residues on Murine Leukemia Virus Transcripts Enhances Viral Gene Expression , 2019, mBio.

[91]  Yufei Huang,et al.  Topological Characterization of Human and Mouse m5C Epitranscriptome Revealed by Bisulfite Sequencing , 2018, International journal of genomics.

[92]  Jernej Ule,et al.  Aberrant methylation of tRNAs links cellular stress to neuro-developmental disorders , 2014, The EMBO journal.

[93]  Dan Xie,et al.  5-methylcytosine promotes pathogenesis of bladder cancer through stabilizing mRNAs , 2019, Nature Cell Biology.

[94]  Mark Helm,et al.  Posttranscriptional RNA Modifications: playing metabolic games in a cell's chemical Legoland. , 2014, Chemistry & biology.

[95]  Jun Li,et al.  Transcriptome-Wide Mapping of RNA 5-Methylcytosine in Arabidopsis mRNAs and Noncoding RNAs , 2017, Plant Cell.

[96]  L. H. Schulman,et al.  Conversion of exposed cytidine residues to uridine residues in Escherichia coli formylmethionine transfer ribonucleic acid. , 1972, The Journal of biological chemistry.

[97]  Samie R Jaffrey,et al.  Rethinking m6A Readers, Writers, and Erasers. , 2017, Annual review of cell and developmental biology.

[98]  D T Dubin,et al.  The methylation state of poly A-containing messenger RNA from cultured hamster cells. , 1975, Nucleic acids research.

[99]  Kotb Abdelmohsen,et al.  mRNA methylation in cell senescence , 2019, Wiley interdisciplinary reviews. RNA.

[100]  Michaela Frye,et al.  Characterizing 5-methylcytosine in the mammalian epitranscriptome , 2013, Genome Biology.