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Single molecule-level detection and long read-based phasing of epigenetic variations in bacterial methylomes.


ABSTRACT: Beyond its role in host defense, bacterial DNA methylation also plays important roles in the regulation of gene expression, virulence and antibiotic resistance. Bacterial cells in a clonal population can generate epigenetic heterogeneity to increase population-level phenotypic plasticity. Single molecule, real-time (SMRT) sequencing enables the detection of N6-methyladenine and N4-methylcytosine, two major types of DNA modifications comprising the bacterial methylome. However, existing SMRT sequencing-based methods for studying bacterial methylomes rely on a population-level consensus that lacks the single-cell resolution required to observe epigenetic heterogeneity. Here, we present SMALR (single-molecule modification analysis of long reads), a novel framework for single molecule-level detection and phasing of DNA methylation. Using seven bacterial strains, we show that SMALR yields significantly improved resolution and reveals distinct types of epigenetic heterogeneity. SMALR is a powerful new tool that enables de novo detection of epigenetic heterogeneity and empowers investigation of its functions in bacterial populations.

SUBMITTER: Beaulaurier J 

PROVIDER: S-EPMC4490391 | biostudies-literature | 2015 Jun

REPOSITORIES: biostudies-literature

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Single molecule-level detection and long read-based phasing of epigenetic variations in bacterial methylomes.

Beaulaurier John J   Zhang Xue-Song XS   Zhu Shijia S   Sebra Robert R   Rosenbluh Chaggai C   Deikus Gintaras G   Shen Nan N   Munera Diana D   Waldor Matthew K MK   Chess Andrew A   Blaser Martin J MJ   Schadt Eric E EE   Fang Gang G  

Nature communications 20150615


Beyond its role in host defense, bacterial DNA methylation also plays important roles in the regulation of gene expression, virulence and antibiotic resistance. Bacterial cells in a clonal population can generate epigenetic heterogeneity to increase population-level phenotypic plasticity. Single molecule, real-time (SMRT) sequencing enables the detection of N6-methyladenine and N4-methylcytosine, two major types of DNA modifications comprising the bacterial methylome. However, existing SMRT sequ  ...[more]

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