Open Access
Lecture Notes in Computer Science, pages 140-152
Exploring DNA Methylation Patterns in the Core Genome of Klebsiella pneumoniae
1
Department of Biomedical Engineering, Brno University of Technology, Brno, Czech Republic
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2
Department of Internal Medicine - Haematology and Oncology, University Hospital Brno, Brno, Czech Republic
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Publication type: Book Chapter
Publication date: 2024-08-27
Journal:
Lecture Notes in Computer Science
Q2
SJR: 0.606
CiteScore: 2.6
Impact factor: —
ISSN: 03029743, 16113349, 18612075, 18612083
Abstract
In recent years, sequencing has become easily accessible and widespread, revolutionizing our ability to study complex genetic information. Thus, it is possible to analyze complex bacterial populations and investigate relationships between individual strains. Methods such as core genome multilocus sequence typing (cgMLST) are used in routine clinical practice to characterize bacterial isolates, track the spread of infectious diseases, and monitor outbreaks. However, the limitation lies in distinguishing closely related bacterial strains, which differ only in several bases. Therefore, here, we present the core genome methylome analysis utilizing nanopore sequencing. We demonstrate that epigenetic information contained within bacterial strains allows us to differentiate populations similarly to cgMLST. Moreover, the proposed unique combination of cgMLST with core genome methylome can even increase the discriminatory power between closely similar isolates, overcoming the constraints of cgMLST. Combining genomic and epigenomic information can provide better insight into bacterial strains’ evolution, transmission patterns and pathogenicity study.
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Nykrynova M. et al. Exploring DNA Methylation Patterns in the Core Genome of Klebsiella pneumoniae // Lecture Notes in Computer Science. 2024. pp. 140-152.
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Nykrynova M., Bezdicek M., Lengerova M., Skutkova H. Exploring DNA Methylation Patterns in the Core Genome of Klebsiella pneumoniae // Lecture Notes in Computer Science. 2024. pp. 140-152.
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TY - GENERIC
DO - 10.1007/978-3-031-64636-2_11
UR - https://link.springer.com/10.1007/978-3-031-64636-2_11
TI - Exploring DNA Methylation Patterns in the Core Genome of Klebsiella pneumoniae
T2 - Lecture Notes in Computer Science
AU - Nykrynova, Marketa
AU - Bezdicek, Matej
AU - Lengerova, Martina
AU - Skutkova, Helena
PY - 2024
DA - 2024/08/27
PB - Springer Nature
SP - 140-152
SN - 0302-9743
SN - 1611-3349
SN - 1861-2075
SN - 1861-2083
ER -
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@incollection{2024_Nykrynova,
author = {Marketa Nykrynova and Matej Bezdicek and Martina Lengerova and Helena Skutkova},
title = {Exploring DNA Methylation Patterns in the Core Genome of Klebsiella pneumoniae},
publisher = {Springer Nature},
year = {2024},
pages = {140--152},
month = {aug}
}