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Integration of the Salmonella Typhimurium methylome and transcriptome reveals DNA methylation and transcriptional regulation are largely decoupled under virulence-related conditions

View ORCID ProfileJeffrey S. Bourgeois, Caroline E. Anderson, Liuyang Wang, Jennifer L. Modliszewski, Wei Chen, Benjamin H. Schott, Nicolas Devos, View ORCID ProfileDennis C. Ko
doi: https://doi.org/10.1101/2021.11.11.468322
Jeffrey S. Bourgeois
aDepartment of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, 27710, USA
bUniversity Program in Genetics and Genomics, Duke University, Durham, NC, 27710, USA
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  • ORCID record for Jeffrey S. Bourgeois
Caroline E. Anderson
aDepartment of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, 27710, USA
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Liuyang Wang
aDepartment of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, 27710, USA
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Jennifer L. Modliszewski
cCenter for Genomics and Computational Biology, Duke University, Durham, NC, 27710, USA
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Wei Chen
cCenter for Genomics and Computational Biology, Duke University, Durham, NC, 27710, USA
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Benjamin H. Schott
aDepartment of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, 27710, USA
bUniversity Program in Genetics and Genomics, Duke University, Durham, NC, 27710, USA
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Nicolas Devos
cCenter for Genomics and Computational Biology, Duke University, Durham, NC, 27710, USA
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Dennis C. Ko
aDepartment of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, 27710, USA
bUniversity Program in Genetics and Genomics, Duke University, Durham, NC, 27710, USA
dDivision of Infectious Diseases, Department of Medicine, School of Medicine, Duke University, Durham, NC, 27710, USA
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  • ORCID record for Dennis C. Ko
  • For correspondence: dennis.ko@duke.edu
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Abstract

Despite being in a golden age of bacterial epigenomics, little work has systematically examined the plasticity and functional impacts of the bacterial DNA methylome. Here, we leveraged SMRT sequencing to examine the m6A DNA methylome of two Salmonella enterica ser. Typhimurium strains: 14028s and a ΔmetJ mutant with derepressed methionine metabolism, grown in Luria Broth or a media that simulates the intracellular environment. We find that the methylome is remarkably static—over 95% of adenosine bases retain their methylation status across conditions. Integration of methylation with transcriptomic data revealed limited correlation between changes in methylation and gene expression. Further, examining the transcriptome in ΔyhdJ bacteria, lacking the m6A methylase with the most dynamic methylation pattern in our dataset, revealed little evidence of YhdJ-mediated gene regulation. Curiously, despite G(m6A)TC motifs being particularly resistant to change across conditions, incorporating dam mutants into our analyses revealed two examples where changes in methylation and transcription may be linked across conditions. This includes the novel finding that the ΔmetJ motility defect may be partially driven by hypermethylation of the chemotaxis gene tsr. Together, these data redefine the S. Typhimurium epigenome as a highly stable system that has rare, but important, roles in transcriptional regulation. Incorporating these lessons into future studies will be critical as we progress through the epigenomic era.

Importance While recent breakthroughs have enabled intense study of bacterial DNA modifications, limitations in current work have potentiated a surprisingly untested narrative that DNA methylation is a common mechanism of the bacterial response to environmental conditions. Essentially, whether epigenetic regulation of bacterial transcription is a common, generalizable phenomenon is a critical unanswered question that we address here. We find that most DNA methylation is static in Salmonella enterica serovar Typhimurium, even when the bacteria are grown under dramatically different conditions that cause broad changes in the transcriptome. Further, even when the methylation of individual bases change, these changes generally do not correlate with changes in gene expression. Finally, we demonstrate methods by which data can be stratified in order to identify coupled changes in methylation and gene expression.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
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Posted March 02, 2022.
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Integration of the Salmonella Typhimurium methylome and transcriptome reveals DNA methylation and transcriptional regulation are largely decoupled under virulence-related conditions
Jeffrey S. Bourgeois, Caroline E. Anderson, Liuyang Wang, Jennifer L. Modliszewski, Wei Chen, Benjamin H. Schott, Nicolas Devos, Dennis C. Ko
bioRxiv 2021.11.11.468322; doi: https://doi.org/10.1101/2021.11.11.468322
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Integration of the Salmonella Typhimurium methylome and transcriptome reveals DNA methylation and transcriptional regulation are largely decoupled under virulence-related conditions
Jeffrey S. Bourgeois, Caroline E. Anderson, Liuyang Wang, Jennifer L. Modliszewski, Wei Chen, Benjamin H. Schott, Nicolas Devos, Dennis C. Ko
bioRxiv 2021.11.11.468322; doi: https://doi.org/10.1101/2021.11.11.468322

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