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Nanopore-based enrichment of antimicrobial resistance genes – a case-based study

Rapid screening of hospital admissions to detect asymptomatic carriers of resistant bacteria can prevent pathogen outbreaks. However, the resulting isolates rarely have their genome sequenced due to cost constraints and long turn-around times to get and process the data, limiting their usefulness to...

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Autores principales: Viehweger, Adrian, Marquet, Mike, Hölzer, Martin, Dietze, Nadine, Pletz, Mathias W., Brandt, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: GigaScience Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027057/
https://www.ncbi.nlm.nih.gov/pubmed/36949817
http://dx.doi.org/10.46471/gigabyte.75
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author Viehweger, Adrian
Marquet, Mike
Hölzer, Martin
Dietze, Nadine
Pletz, Mathias W.
Brandt, Christian
author_facet Viehweger, Adrian
Marquet, Mike
Hölzer, Martin
Dietze, Nadine
Pletz, Mathias W.
Brandt, Christian
author_sort Viehweger, Adrian
collection PubMed
description Rapid screening of hospital admissions to detect asymptomatic carriers of resistant bacteria can prevent pathogen outbreaks. However, the resulting isolates rarely have their genome sequenced due to cost constraints and long turn-around times to get and process the data, limiting their usefulness to the practitioner. Here we used real-time, on-device target enrichment (“adaptive”) sequencing as a highly multiplexed assay covering 1,147 antimicrobial resistance genes. We compared its utility against standard and metagenomic sequencing, focusing on an isolate of Raoultella ornithinolytica harbouring three carbapenemases (NDM, KPC, VIM). Based on this experimental data, we then modelled the influence of several variables on the enrichment results and predicted the large effect of nucleotide identity (higher is better) and read length (shorter is better). Lastly, we showed how all relevant resistance genes are detected using adaptive sequencing on a miniature (“Flongle”) flow cell, motivating its use in a clinical setting to monitor similar cases and their surroundings.
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spelling pubmed-100270572023-03-21 Nanopore-based enrichment of antimicrobial resistance genes – a case-based study Viehweger, Adrian Marquet, Mike Hölzer, Martin Dietze, Nadine Pletz, Mathias W. Brandt, Christian GigaByte Technical Release Rapid screening of hospital admissions to detect asymptomatic carriers of resistant bacteria can prevent pathogen outbreaks. However, the resulting isolates rarely have their genome sequenced due to cost constraints and long turn-around times to get and process the data, limiting their usefulness to the practitioner. Here we used real-time, on-device target enrichment (“adaptive”) sequencing as a highly multiplexed assay covering 1,147 antimicrobial resistance genes. We compared its utility against standard and metagenomic sequencing, focusing on an isolate of Raoultella ornithinolytica harbouring three carbapenemases (NDM, KPC, VIM). Based on this experimental data, we then modelled the influence of several variables on the enrichment results and predicted the large effect of nucleotide identity (higher is better) and read length (shorter is better). Lastly, we showed how all relevant resistance genes are detected using adaptive sequencing on a miniature (“Flongle”) flow cell, motivating its use in a clinical setting to monitor similar cases and their surroundings. GigaScience Press 2023-01-25 /pmc/articles/PMC10027057/ /pubmed/36949817 http://dx.doi.org/10.46471/gigabyte.75 Text en © The Author(s) 2023. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Release
Viehweger, Adrian
Marquet, Mike
Hölzer, Martin
Dietze, Nadine
Pletz, Mathias W.
Brandt, Christian
Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title_full Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title_fullStr Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title_full_unstemmed Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title_short Nanopore-based enrichment of antimicrobial resistance genes – a case-based study
title_sort nanopore-based enrichment of antimicrobial resistance genes – a case-based study
topic Technical Release
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027057/
https://www.ncbi.nlm.nih.gov/pubmed/36949817
http://dx.doi.org/10.46471/gigabyte.75
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