DNA Methylation Assessed by SMRT Sequencing Is Linked to Mutations in Neisseria meningitidis Isolates

The Gram-negative bacterium Neisseria meningitidis features extensive genetic variability. To present, proposed virulence genotypes are also detected in isolates from asymptomatic carriers, indicating more complex mechanisms underlying variable colonization modes of N. meningitidis. We applied the Single Molecule, Real-Time (SMRT) sequencing method from Pacific Biosciences to assess the genome-wide DNA modification profiles of two genetically related N. meningitidis strains, both of serogroup A. The resulting DNA methylomes revealed clear divergences, represented by the detection of shared and of strain-specific DNA methylation target motifs. The positional distribution of these methylated target sites within the genomic sequences displayed clear biases, which suggest a functional role of DNA methylation related to the regulation of genes. DNA methylation in N. meningitidis has a likely underestimated potential for variability, as evidenced by a careful analysis of the ORF status of a panel of confirmed and predicted DNA methyltransferase genes in an extended collection of N. meningitidis strains of serogroup A. Based on high coverage short sequence reads, we find phase variability as a major contributor to the variability in DNA methylation. Taking into account the phase variable loci, the inferred functional status of DNA methyltransferase genes matched the observed methylation profiles. Towards an elucidation of presently incompletely characterized functional consequences of DNA methylation in N. meningitidis, we reveal a prominent colocalization of methylated bases with Single Nucleotide Polymorphisms (SNPs) detected within our genomic sequence collection. As a novel observation we report increased mutability also at 6mA methylated nucleotides, complementing mutational hotspots previously described at 5mC methylated nucleotides. These findings suggest a more diverse role of DNA methylation and Restriction-Modification (RM) systems in the evolution of prokaryotic genomes.

[1]  Sandip Paul,et al.  Accelerated gene evolution through replication–transcription conflicts , 2013, Nature.

[2]  J. Casadesús,et al.  Epigenetic Gene Regulation in the Bacterial World , 2006, Microbiology and Molecular Biology Reviews.

[3]  W Arber,et al.  Genetic variation: molecular mechanisms and impact on microbial evolution. , 2000, FEMS microbiology reviews.

[4]  M. Marinus,et al.  Roles of DNA adenine methylation in host-pathogen interactions: mismatch repair, transcriptional regulation, and more. , 2009, FEMS microbiology reviews.

[5]  Aaron R. Quinlan,et al.  Bioinformatics Applications Note Genome Analysis Bedtools: a Flexible Suite of Utilities for Comparing Genomic Features , 2022 .

[6]  Richard J. Roberts,et al.  Characterization of DNA methyltransferase specificities using single-molecule, real-time DNA sequencing , 2011, Nucleic acids research.

[7]  G. Weinstock,et al.  Genome Sequencing Reveals Widespread Virulence Gene Exchange among Human Neisseria Species , 2010, PloS one.

[8]  I. Kobayashi,et al.  Conflicts Targeting Epigenetic Systems and Their Resolution by Cell Death: Novel Concepts for Methyl-Specific and Other Restriction Systems , 2010, DNA research : an international journal for rapid publication of reports on genes and genomes.

[9]  C. V. Jongeneel,et al.  Indexing Strategies for Rapid Searches of Short Words in Genome Sequences , 2007, PloS one.

[10]  M. Achtman,et al.  Clonal Waves of Neisseria Colonisation and Disease in the African Meningitis Belt: Eight- Year Longitudinal Study in Northern Ghana , 2007, PLoS medicine.

[11]  B. Greenwood,et al.  Epidemic meningitis, meningococcaemia, and Neisseria meningitidis , 2007, The Lancet.

[12]  S. Turner,et al.  Real-time DNA sequencing from single polymerase molecules. , 2010, Methods in enzymology.

[13]  Kira S. Makarova,et al.  Comparative genomics of defense systems in archaea and bacteria , 2013, Nucleic acids research.

[14]  J. Korlach,et al.  The complex methylome of the human gastric pathogen Helicobacter pylori , 2013, Nucleic acids research.

[15]  M. Maiden Editorial Commentary: The Endgame for Serogroup A Meningococcal Disease in Africa? , 2012, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[16]  Jenny Shu,et al.  Efficient and accurate whole genome assembly and methylome profiling of E. coli , 2013, BMC Genomics.

[17]  T. Mikkelsen,et al.  The NIH Roadmap Epigenomics Mapping Consortium , 2010, Nature Biotechnology.

[18]  Zixin Deng,et al.  Genomic mapping of phosphorothioates reveals partial modification of short consensus sequences , 2014, Nature Communications.

[19]  S. Sugano,et al.  Methylome Diversification through Changes in DNA Methyltransferase Sequence Specificity , 2014, PLoS genetics.

[20]  S. Salzberg,et al.  Repetitive DNA and next-generation sequencing: computational challenges and solutions , 2011, Nature Reviews Genetics.

[21]  J. Burton,et al.  Rapid Pneumococcal Evolution in Response to Clinical Interventions , 2011, Science.

[22]  D. Low,et al.  Homologous Recombination Drives Both Sequence Diversity and Gene Content Variation in Neisseria meningitidis , 2013, Genome biology and evolution.

[23]  Alexander N Gorban,et al.  A random six-phase switch regulates pneumococcal virulence via global epigenetic changes , 2014, Nature Communications.

[24]  K. Trivedi,et al.  Mechanisms of meningococcal colonisation. , 2011, Trends in microbiology.

[25]  Tyson A. Clark,et al.  Comprehensive Methylome Characterization of Mycoplasma genitalium and Mycoplasma pneumoniae at Single-Base Resolution , 2013, PLoS genetics.

[26]  S. Beatson,et al.  Origin of the Diversity in DNA Recognition Domains in Phasevarion Associated modA Genes of Pathogenic Neisseria and Haemophilus influenzae , 2012, PloS one.

[27]  Tyson A. Clark,et al.  Genome-wide mapping of methylated adenine residues in pathogenic Escherichia coli using single-molecule real-time sequencing , 2012, Nature Biotechnology.

[28]  Tyson A. Clark,et al.  Direct detection of DNA methylation during single-molecule, real-time sequencing , 2010, Nature Methods.

[29]  S. Salzberg,et al.  Versatile and open software for comparing large genomes , 2004, Genome Biology.

[30]  K. Seib,et al.  Phasevarions Mediate Epigenetic Regulation of Antimicrobial Susceptibility in Neisseria meningitidis , 2014, Antimicrobial Agents and Chemotherapy.

[31]  M. Maiden,et al.  Population genomics: diversity and virulence in the Neisseria , 2008, Current opinion in microbiology.

[32]  P. H. Roy,et al.  DNA methylation in Neisseria gonorrhoeae and other Neisseriae. , 1990, Gene.

[33]  A. Piekarowicz,et al.  Neisseria gonorrhoeae FA1090 Carries Genes Encoding Two Classes of Vsr Endonucleases , 2010, Journal of bacteriology.

[34]  J. Wain,et al.  High-throughput sequencing provides insights into genome variation and evolution in Salmonella Typhi , 2008, Nature Genetics.

[35]  A. van der Ende,et al.  NmeSI Restriction-Modification System Identified by Representational Difference Analysis of a HypervirulentNeisseria meningitidis Strain , 2001, Infection and Immunity.

[36]  G. Xu,et al.  Cytosine methylation and DNA repair. , 2006, Current topics in microbiology and immunology.

[37]  T. Tønjum,et al.  Restriction and Sequence Alterations Affect DNA Uptake Sequence-Dependent Transformation in Neisseria meningitidis , 2012, PloS one.

[38]  S. Salzberg,et al.  Erratum: Repetitive DNA and next-generation sequencing: Computational challenges and solutions (Nature Reviews Genetics (2012) 13 (36-46)) , 2012 .

[39]  M. Maiden,et al.  Meningococcal carriage and disease—Population biology and evolution , 2009, Vaccine.

[40]  Julie C Dunning Hotopp,et al.  Neisseria meningitidis is structured in clades associated with restriction modification systems that modulate homologous recombination , 2011, Proceedings of the National Academy of Sciences.

[41]  K. Jolley,et al.  Dam inactivation in Neisseria meningitidis: prevalence among diverse hyperinvasive lineages , 2004, BMC Microbiology.

[42]  S. Grimmond,et al.  Phasevarions Mediate Random Switching of Gene Expression in Pathogenic Neisseria , 2009, PLoS pathogens.

[43]  E. Rocha The organization of the bacterial genome. , 2008, Annual review of genetics.

[44]  Keith C. Norris,et al.  DNA cytosine methylation and heat-induced deamination , 1986, Bioscience reports.

[45]  S. Fortune,et al.  DNA Methylation Impacts Gene Expression and Ensures Hypoxic Survival of Mycobacterium tuberculosis , 2013, PLoS pathogens.

[46]  Jonas Korlach,et al.  Enhanced 5-methylcytosine detection in single-molecule, real-time sequencing via Tet1 oxidation , 2012, BMC Biology.

[47]  Erik van Nimwegen,et al.  Universal patterns of purifying selection at noncoding positions in bacteria. , 2007, Genome research.

[48]  Jacqueline A. Keane,et al.  Rapid phylogenetic analysis of large samples of recombinant bacterial whole genome sequences using Gubbins , 2014, Nucleic acids research.

[49]  Tyson A. Clark,et al.  Modeling kinetic rate variation in third generation DNA sequencing data to detect putative modifications to DNA bases , 2013, Genome research.

[50]  Gang Fang,et al.  Detecting DNA Modifications from SMRT Sequencing Data by Modeling Sequence Context Dependence of Polymerase Kinetic , 2013, PLoS Comput. Biol..

[51]  Haixu Tang,et al.  Rate and molecular spectrum of spontaneous mutations in the bacterium Escherichia coli as determined by whole-genome sequencing , 2012, Proceedings of the National Academy of Sciences.

[52]  Tyson A. Clark,et al.  Global methylation state at base-pair resolution of the Caulobacter genome throughout the cell cycle , 2013, Proceedings of the National Academy of Sciences.

[53]  Julian Parkhill,et al.  Emergence of a New Epidemic Neisseria meningitidis Serogroup A Clone in the African Meningitis Belt: High-Resolution Picture of Genomic Changes That Mediate Immune Evasion , 2014, mBio.

[54]  M. Frosch,et al.  Differential Distribution of Novel Restriction-Modification Systems in Clonal Lineages ofNeisseria meningitidis , 2000, Journal of bacteriology.

[55]  A. Richardson,et al.  Mismatch repair and the regulation of phase variation in Neisseria meningitidis , 2001, Molecular microbiology.

[56]  Mauricio O. Carneiro,et al.  The advantages of SMRT sequencing , 2013, Genome Biology.

[57]  Matthieu Legendre,et al.  Variable tandem repeats accelerate evolution of coding and regulatory sequences. , 2010, Annual review of genetics.

[58]  A. Goesmann,et al.  Whole-Genome Sequence of the Transformable Neisseria meningitidis Serogroup A Strain WUE2594 , 2011, Journal of bacteriology.

[59]  Tyson A. Clark,et al.  Specificity of the ModA11, ModA12 and ModD1 epigenetic regulator N6-adenine DNA methyltransferases of Neisseria meningitidis , 2015, Nucleic acids research.

[60]  Richard J. Roberts,et al.  REBASE—a database for DNA restriction and modification: enzymes, genes and genomes , 2009, Nucleic Acids Res..

[61]  B. Barrell,et al.  Complete DNA sequence of a serogroup A strain of Neisseria meningitidis Z2491 , 2000, Nature.

[62]  Kelly M. Wetmore,et al.  Exploring the Roles of DNA Methylation in the Metal-Reducing Bacterium Shewanella oneidensis MR-1 , 2013, Journal of bacteriology.