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Strain-level bacterial typing directly from patient samples using optical DNA mapping

BACKGROUND: Identification of pathogens is crucial to efficiently treat and prevent bacterial infections. However, existing diagnostic techniques are slow or have a too low resolution for well-informed clinical decisions. METHODS: In this study, we have developed an optical DNA mapping-based method...

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Autores principales: Nyblom, My, Johnning, Anna, Frykholm, Karolin, Wrande, Marie, Müller, Vilhelm, Goyal, Gaurav, Robertsson, Miriam, Dvirnas, Albertas, Sewunet, Tsegaye, KK, Sriram, Ambjörnsson, Tobias, Giske, Christian G., Sandegren, Linus, Kristiansson, Erik, Westerlund, Fredrik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950433/
https://www.ncbi.nlm.nih.gov/pubmed/36823379
http://dx.doi.org/10.1038/s43856-023-00259-z
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author Nyblom, My
Johnning, Anna
Frykholm, Karolin
Wrande, Marie
Müller, Vilhelm
Goyal, Gaurav
Robertsson, Miriam
Dvirnas, Albertas
Sewunet, Tsegaye
KK, Sriram
Ambjörnsson, Tobias
Giske, Christian G.
Sandegren, Linus
Kristiansson, Erik
Westerlund, Fredrik
author_facet Nyblom, My
Johnning, Anna
Frykholm, Karolin
Wrande, Marie
Müller, Vilhelm
Goyal, Gaurav
Robertsson, Miriam
Dvirnas, Albertas
Sewunet, Tsegaye
KK, Sriram
Ambjörnsson, Tobias
Giske, Christian G.
Sandegren, Linus
Kristiansson, Erik
Westerlund, Fredrik
author_sort Nyblom, My
collection PubMed
description BACKGROUND: Identification of pathogens is crucial to efficiently treat and prevent bacterial infections. However, existing diagnostic techniques are slow or have a too low resolution for well-informed clinical decisions. METHODS: In this study, we have developed an optical DNA mapping-based method for strain-level bacterial typing and simultaneous plasmid characterisation. For the typing, different taxonomical resolutions were examined and cultivated pure Escherichia coli and Klebsiella pneumoniae samples were used for parameter optimization. Finally, the method was applied to mixed bacterial samples and uncultured urine samples from patients with urinary tract infections. RESULTS: We demonstrate that optical DNA mapping of single DNA molecules can identify Escherichia coli and Klebsiella pneumoniae at the strain level directly from patient samples. At a taxonomic resolution corresponding to E. coli sequence type 131 and K. pneumoniae clonal complex 258 forming distinct groups, the average true positive prediction rates are 94% and 89%, respectively. The single-molecule aspect of the method enables us to identify multiple E. coli strains in polymicrobial samples. Furthermore, by targeting plasmid-borne antibiotic resistance genes with Cas9 restriction, we simultaneously identify the strain or subtype and characterize the corresponding plasmids. CONCLUSION: The optical DNA mapping method is accurate and directly applicable to polymicrobial and clinical samples without cultivation. Hence, it has the potential to rapidly provide comprehensive diagnostics information, thereby optimizing early antibiotic treatment and opening up for future precision medicine management.
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spelling pubmed-99504332023-02-25 Strain-level bacterial typing directly from patient samples using optical DNA mapping Nyblom, My Johnning, Anna Frykholm, Karolin Wrande, Marie Müller, Vilhelm Goyal, Gaurav Robertsson, Miriam Dvirnas, Albertas Sewunet, Tsegaye KK, Sriram Ambjörnsson, Tobias Giske, Christian G. Sandegren, Linus Kristiansson, Erik Westerlund, Fredrik Commun Med (Lond) Article BACKGROUND: Identification of pathogens is crucial to efficiently treat and prevent bacterial infections. However, existing diagnostic techniques are slow or have a too low resolution for well-informed clinical decisions. METHODS: In this study, we have developed an optical DNA mapping-based method for strain-level bacterial typing and simultaneous plasmid characterisation. For the typing, different taxonomical resolutions were examined and cultivated pure Escherichia coli and Klebsiella pneumoniae samples were used for parameter optimization. Finally, the method was applied to mixed bacterial samples and uncultured urine samples from patients with urinary tract infections. RESULTS: We demonstrate that optical DNA mapping of single DNA molecules can identify Escherichia coli and Klebsiella pneumoniae at the strain level directly from patient samples. At a taxonomic resolution corresponding to E. coli sequence type 131 and K. pneumoniae clonal complex 258 forming distinct groups, the average true positive prediction rates are 94% and 89%, respectively. The single-molecule aspect of the method enables us to identify multiple E. coli strains in polymicrobial samples. Furthermore, by targeting plasmid-borne antibiotic resistance genes with Cas9 restriction, we simultaneously identify the strain or subtype and characterize the corresponding plasmids. CONCLUSION: The optical DNA mapping method is accurate and directly applicable to polymicrobial and clinical samples without cultivation. Hence, it has the potential to rapidly provide comprehensive diagnostics information, thereby optimizing early antibiotic treatment and opening up for future precision medicine management. Nature Publishing Group UK 2023-02-23 /pmc/articles/PMC9950433/ /pubmed/36823379 http://dx.doi.org/10.1038/s43856-023-00259-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Nyblom, My
Johnning, Anna
Frykholm, Karolin
Wrande, Marie
Müller, Vilhelm
Goyal, Gaurav
Robertsson, Miriam
Dvirnas, Albertas
Sewunet, Tsegaye
KK, Sriram
Ambjörnsson, Tobias
Giske, Christian G.
Sandegren, Linus
Kristiansson, Erik
Westerlund, Fredrik
Strain-level bacterial typing directly from patient samples using optical DNA mapping
title Strain-level bacterial typing directly from patient samples using optical DNA mapping
title_full Strain-level bacterial typing directly from patient samples using optical DNA mapping
title_fullStr Strain-level bacterial typing directly from patient samples using optical DNA mapping
title_full_unstemmed Strain-level bacterial typing directly from patient samples using optical DNA mapping
title_short Strain-level bacterial typing directly from patient samples using optical DNA mapping
title_sort strain-level bacterial typing directly from patient samples using optical dna mapping
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950433/
https://www.ncbi.nlm.nih.gov/pubmed/36823379
http://dx.doi.org/10.1038/s43856-023-00259-z
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