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Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data

Knowledge of the epidemiology of plasmids is essential for understanding the evolution and spread of antimicrobial resistance. PlasmidSPAdes attempts to reconstruct plasmids using short-read sequence data. Accurate detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicon genes...

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Autores principales: Stohr, Joep J.J.M., Kluytmans-van den Bergh, Marjolein F.Q., Wedema, Ronald, Friedrich, Alexander W., Kluytmans, Jan A.J.W., Rossen, John W.A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Microbiology Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7478632/
https://www.ncbi.nlm.nih.gov/pubmed/32589571
http://dx.doi.org/10.1099/mgen.0.000400
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author Stohr, Joep J.J.M.
Kluytmans-van den Bergh, Marjolein F.Q.
Wedema, Ronald
Friedrich, Alexander W.
Kluytmans, Jan A.J.W.
Rossen, John W.A.
author_facet Stohr, Joep J.J.M.
Kluytmans-van den Bergh, Marjolein F.Q.
Wedema, Ronald
Friedrich, Alexander W.
Kluytmans, Jan A.J.W.
Rossen, John W.A.
author_sort Stohr, Joep J.J.M.
collection PubMed
description Knowledge of the epidemiology of plasmids is essential for understanding the evolution and spread of antimicrobial resistance. PlasmidSPAdes attempts to reconstruct plasmids using short-read sequence data. Accurate detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicon genes is a prerequisite for the use of plasmid assembly tools to investigate the role of plasmids in the spread and evolution of ESBL production in Enterobacteriaceae . This study evaluated the performance of PlasmidSPAdes plasmid assembly for Enterobacteriaceae in terms of detection of ESBL-encoding genes, plasmid replicons and chromosomal wgMLST genes, and assessed the effect of k-mer size. Short-read sequence data for 59 ESBL-producing Enterobacteriaceae were assembled with PlasmidSPAdes using different k-mer sizes (21, 33, 55, 77, 99 and 127). For every k-mer size, the presence of ESBL genes, plasmid replicons and a selection of chromosomal wgMLST genes in the plasmid assembly was determined. Out of 241 plasmid replicons and 66 ESBL genes detected by whole-genome assembly, 213 plasmid replicons [88 %; 95 % confidence interval (CI): 83.9–91.9] and 43 ESBL genes (65 %; 95 % CI: 53.1–75.6) were detected in the plasmid assemblies obtained by PlasmidSPAdes. For most ESBL genes (83.3 %) and plasmid replicons (72.0 %), detection results did not differ between the k-mer sizes used in the plasmid assembly. No optimal k-mer size could be defined for the number of ESBL genes and plasmid replicons detected. For most isolates, the number of chromosomal wgMLST genes detected in the plasmid assemblies decreased with increasing k-mer size. Based on our findings, PlasmidSPAdes is not a suitable plasmid assembly tool for short-read sequence data for ESBL-encoding plasmids of Enterobacteriaceae .
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spelling pubmed-74786322020-09-09 Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data Stohr, Joep J.J.M. Kluytmans-van den Bergh, Marjolein F.Q. Wedema, Ronald Friedrich, Alexander W. Kluytmans, Jan A.J.W. Rossen, John W.A. Microb Genom Research Article Knowledge of the epidemiology of plasmids is essential for understanding the evolution and spread of antimicrobial resistance. PlasmidSPAdes attempts to reconstruct plasmids using short-read sequence data. Accurate detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicon genes is a prerequisite for the use of plasmid assembly tools to investigate the role of plasmids in the spread and evolution of ESBL production in Enterobacteriaceae . This study evaluated the performance of PlasmidSPAdes plasmid assembly for Enterobacteriaceae in terms of detection of ESBL-encoding genes, plasmid replicons and chromosomal wgMLST genes, and assessed the effect of k-mer size. Short-read sequence data for 59 ESBL-producing Enterobacteriaceae were assembled with PlasmidSPAdes using different k-mer sizes (21, 33, 55, 77, 99 and 127). For every k-mer size, the presence of ESBL genes, plasmid replicons and a selection of chromosomal wgMLST genes in the plasmid assembly was determined. Out of 241 plasmid replicons and 66 ESBL genes detected by whole-genome assembly, 213 plasmid replicons [88 %; 95 % confidence interval (CI): 83.9–91.9] and 43 ESBL genes (65 %; 95 % CI: 53.1–75.6) were detected in the plasmid assemblies obtained by PlasmidSPAdes. For most ESBL genes (83.3 %) and plasmid replicons (72.0 %), detection results did not differ between the k-mer sizes used in the plasmid assembly. No optimal k-mer size could be defined for the number of ESBL genes and plasmid replicons detected. For most isolates, the number of chromosomal wgMLST genes detected in the plasmid assemblies decreased with increasing k-mer size. Based on our findings, PlasmidSPAdes is not a suitable plasmid assembly tool for short-read sequence data for ESBL-encoding plasmids of Enterobacteriaceae . Microbiology Society 2020-06-26 /pmc/articles/PMC7478632/ /pubmed/32589571 http://dx.doi.org/10.1099/mgen.0.000400 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution NonCommercial License.
spellingShingle Research Article
Stohr, Joep J.J.M.
Kluytmans-van den Bergh, Marjolein F.Q.
Wedema, Ronald
Friedrich, Alexander W.
Kluytmans, Jan A.J.W.
Rossen, John W.A.
Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title_full Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title_fullStr Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title_full_unstemmed Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title_short Detection of extended-spectrum beta-lactamase (ESBL) genes and plasmid replicons in Enterobacteriaceae using PlasmidSPAdes assembly of short-read sequence data
title_sort detection of extended-spectrum beta-lactamase (esbl) genes and plasmid replicons in enterobacteriaceae using plasmidspades assembly of short-read sequence data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7478632/
https://www.ncbi.nlm.nih.gov/pubmed/32589571
http://dx.doi.org/10.1099/mgen.0.000400
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