See beyond A, T, G, and C
DNA methylation is an important component of microbial defense against foreign DNA, but Restriction-Modification (R-M) systems can also drive bacterial evolution by increasing double strand breaks and C-T mutations and alter the transcription of genes affecting pathogenicity and virulence.
Single Molecule, Real-Time (SMRT) Sequencing detects DNA modifications by measuring variation in the polymerase kinetics of DNA base incorporation during sequencing, eliminating the need for arduous chemical conversion protocols. With SMRT Sequencing, you have the ability to:
- Detect genome-wide m6A and m4C R-M system motifs at coverage levels recommended for assembly
- Determine m6A and m4C methylation status at all genomics positions with marginally higher coverage
- Obtain complete genomes with annotations for epigenetic modification
- Reveal phase variation of R-M genes that regulate batteries of genes involved in pathogenesis, host adaption, and antibiotic resistance
 |
Sample & Library Preparation |
| Use SMRTbell Express Template Prep Kit 2.0 and Barcoding Adapter Kits 8A/B to pool microbial genomes, targeting 25-fold or 70-fold coverage per strand for m6A or m4C detection, respectively. |
 |
Sequencing |
| Generate whole genome and epigenomic data on multiple microbes in a single 10-hour run on the Sequel System. |
 |
Data Analysis |
| Assemble microbial genomes and annotate R-M system motifs in SMRT Analysis or PacBio DevNet. |
Spotlight: Microbial DNA methylation signatures detected with SMRT Sequencing improves metagenomic binning and plasmid tracking
Scientists used bacterial DNA methylation profiles as endogenous epigenetics barcodes to computationally bin individual reads and assembled contigs by species or strain. This research also enabled linking of plasmids and other mobile genetic elements to their host genomes to improve the strain-level resolution of metagenomes. Explore this research further:
Beaulaurier, J. et al., (2017). Metagenomic binning and association of plasmids with bacterial host genomes using DNA methylation. Nature Biotechnology, ePub ahead of print.
Spotlight: Revealing methylation fingerprints to evade the host defenses that thwart genome engineering
SyngenicDNA is a novel stealth-by-engineering approach: editing out recognition motifs specific to a host’s R-M systems makes foreign DNA invisible. The stealth-by-engineering approach, facilitated by SMRT Sequencing, improves bacterial transformation efficiency by up to 70,000-fold and can unlock myriad applications of bacterial genetic engineering in basic research, industrial biology, synthetic biology, and translational science. Explore this research further:
Johnston, C. D., et al. (2018). SyngenicDNA: stealth-based evasion of restriction-modification barriers during bacterial genetic engineering. BioRxiv, Preprint.
Spotlight: Methylomes - a new frontier in prokaryotic biology
SMRT Sequencing sheds light on the methylomes of 230 prokaryotic organisms, uncovering potentially broader roles of DNA methylation in genome biology. Explore this research further:
Blow, M.J. et al., (2016). The epigenomic landscape of prokaryotes. PLoS Genetics, 12(2), p.e1005854.
Selected Resources
- Jensen, Torbjørn Ølshøj et al. (2019) Genome-wide systematic identification of methyltransferase recognition and modification patterns. Nature communications
- Forde, Brian M et al. (2019) SMRT sequencing reveals differential patterns of methylation in two O111:H- STEC isolates from a hemolytic uremic syndrome outbreak in Australia. Scientific reports
- Nye, Taylor M et al. (2019) DNA methylation from a Type I restriction modification system influences gene expression and virulence in Streptococcus pyogenes. PLoS pathogens
- Johnston, Christopher D et al. (2019) Systematic evasion of the restriction-modification barrier in bacteria. Proceedings of the National Academy of Sciences of the United States of America
- Fischer, Sebastian et al. (2019) A unique methylation pattern by a type I HsdM methyltransferase prepares for DpnI rare cutting sites in the Pseudomonas aeruginosa PAO1 genome. FEMS microbiology letters
- Beaulaurier, John et al. (2019) Deciphering bacterial epigenomes using modern sequencing technologies. Nature reviews. Genetics
- Sullivan, Mitchell J et al. (2019) Complete genome screening of clinical MRSA isolates identifies lineage diversity and provides full resolution of transmission and outbreak events BioRxiv
- Hiraoka, Satoshi et al. (2019) Metaepigenomic analysis reveals the unexplored diversity of DNA methylation in an environmental prokaryotic community. Nature communications
- Ameur, Adam et al. (2019) Single-Molecule Sequencing: Towards Clinical Applications. Trends in biotechnology
- Chen, Yujiao et al. (2019) Study of the whole genome, methylome and transcriptome of Cordyceps militaris. Scientific reports
- Beaulaurier, John et al. (2018) Metagenomic binning and association of plasmids with bacterial host genomes using DNA methylation. Nature biotechnology
- Pollard, Martin O et al. (2018) Long reads: their purpose and place. Human molecular genetics
- Atack, John M et al. (2018) Phasevarions of bacterial pathogens: Methylomics sheds new light on old enemies. Trends in microbiology
- Poulter, Russell T. M. et al. (2018) Comparison between complete genomes of an isolate of Pseudomonas syringae pv. actinidiae from Japan and a New Zealand isolate of the pandemic. Scientific reports
- Zhao, Liang et al. (2018) The highly heterogeneous methylated genomes and diverse restriction-modification systems of bloom-forming Microcystis. Harmful algae
- Frank, Jeroen et al. (2018) Resolving the complete genome of Kuenenia stuttgartiensis from a membrane bioreactor enrichment using Single-Molecule Real-Time sequencing. Scientific reports
- Yadav, Vikas et al. (2018) RNAi is a critical determinant of centromere evolution in closely related fungi. Proceedings of the National Academy of Sciences of the United States of America
- Ardui, Simon et al. (2018) Single molecule real-time (SMRT) sequencing comes of age: applications and utilities for medical diagnostics. Nucleic acids research
- Kjærbølling, Inge et al. (2018) Linking secondary metabolites to gene clusters through genome sequencing of six diverse Aspergillus species. Proceedings of the National Academy of Sciences of the United States of America
- Phelan, Jody et al. (2018) Methylation in Mycobacterium tuberculosis is lineage specific with associated mutations present globally. Scientific reports
- Nell, Sandra et al. (2017) Genome and methylome variation in Helicobacter pylori with a cag pathogenicity island during early stages of human infection. Gastroenterology
- Deptula, Paulina et al. (2017) De novo assembly of genomes from long sequence reads reveals uncharted territories of Propionibacterium freudenreichii. BMC genomics
- Zautner, Andreas E et al. (2017) Monitoring microevolution of OXA-48-producing Klebsiella pneumoniae ST147 in a hospital setting by SMRT sequencing. The Journal of antimicrobial chemotherapy
- Edwards, Joan E et al. (2017) PCR and omics based techniques to study the diversity, ecology and biology of anaerobic fungi: Insights, challenges andopportunities. Frontiers in microbiology
- Costa, Stephen K et al. (2017) Bypassing the Restriction System To Improve Transformation of Staphylococcus epidermidis. Journal of bacteriology
- Utturkar, Sagar M et al. (2017) A case study into microbial genome assembly gap sequences and finishing strategies. Frontiers in microbiology
- Nakano, Kazuma et al. (2017) Advantages of genome sequencing by long-read sequencer using SMRT technology in medical area. Human cell
- Mondo, Stephen J et al. (2017) Widespread adenine N6-methylation of active genes in fungi. Nature genetics
- Elghraoui, Afif et al. (2017) SMRT genome assembly corrects reference errors, resolving the genetic basis of virulence in Mycobacterium tuberculosis. BMC genomics
- Chi, Kelly Rae et al. (2017) The RNA code comes into focus. Nature
- Cooper, Laurie P et al. (2017) DNA target recognition domains in the Type I restriction and modification systems of Staphylococcus aureus. Nucleic acids research
- Chen, Poyin et al. (2017) Comparative genomics reveals the diversity of restriction-modification systems and DNA methylation sites in Listeria monocytogenes. Applied and environmental microbiology
- Roberts, Richard J et al. (2013) The advantages of SMRT sequencing. Genome biology
- Flusberg, Benjamin A et al. (2010) Direct detection of DNA methylation during single-molecule, real-time sequencing. Nature methods
- Stone, Jennifer (2021) HiFi Sequencing: See What You’ve Been Missing
- Ashby, Meredith and Fiske, Haley (2021) SFAF NGS Tech Panel
- Blethrow, Justin and Smith, Melissa L. and Vinnere Pettersson, Olga (2021) Webinar: Unleashing the Power of HiFi Sequencing – How the Sequel IIe System Removes Barriers and Empowers Life Scientists
- Becker, Aaron and Ekholm, Jenny and Harris, Charlotte and Kingham, Brewster and Vinnere Pettersson, Olga (2021) SMRT Sequencing as a Service – How to Bring Long-Read Technology to Your Core Lab
- Korlach, Jonas (2021) AGBT Presentation: Increasing the Solve Rate of Rare and Undiagnosed Genetic Diseases with HiFi Sequencing
- (2020) Introduction to highly accurate long-read sequencing (HiFi Sequencing)
- (2020) Video: HiFi Sequencing – Unlock your next great discovery
- Oliveira, Pedro (2020) SMRT Leiden: Epigenomics in the ERA of third-generation sequencing: A large-scale study of the human pathogen Clostridioides difficile
- Mars, Kristin and Laird Smith, Melissa and Vinnere Pettersson, Olga and Hardigan, Michael (2020) Webinar: Sequencing 101 – How long-read sequencing improves access to genetic information
- (2020) Video: Introduction to PacBio highly accurate long-read sequencing
- Korlach, Jonas (2019) User Group Meeting: Sequencing chemistry & application updates
- Turner, Stephen (2017) Webinar: An introduction to PacBio’s long-read sequencing & how it has been used to make important scientific discoveries
- Auvignen, Petra (2017) AGBT Virtual Poster: Interspecies interation amoung meat spoilage-related lactic acid bacteria
- (2017) Tutorial: Base modification detection, base modification and motif analysis application [SMRT Link v5.0.0]
- Application Brief: Microbial whole genome sequencing – Best Practices (2021)
- SMRT Sequencing Brochure: Delivering highly accurate long reads to drive discovery in life science (2021)
- Product Brochure: Sequel IIe System – Sequencing evolved (2020)
- Informational Guide: Understanding accuracy in DNA sequencing (2020)
- PacBio Certified Service Providers (2020)
- Case Study: Sequencing an historic bacterial collection for the future (2019)
- Infographic: A brief history of microbiology (2019)