Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella

<i>Salmonella enterica</i> is common foodborne pathogen that generates both enteric and systemic infections in hosts. Antibiotic resistance is common is certain serovars of the pathogen and of great concern to public health. Recent reports have documented the co-occurrence of metal resis...

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Main Authors: Gavin J. Fenske, Joy Scaria
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Microorganisms
Subjects:
Online Access:https://www.mdpi.com/2076-2607/9/7/1468
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spelling doaj-434b3b60ac9a45f9bfd5e9b115a1bddc2021-07-23T13:55:21ZengMDPI AGMicroorganisms2076-26072021-07-0191468146810.3390/microorganisms9071468Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal SalmonellaGavin J. Fenske0Joy Scaria1Department of Veterinary and Biomedical Sciences, South Dakota State University, Brookings, SD 57007, USADepartment of Veterinary and Biomedical Sciences, South Dakota State University, Brookings, SD 57007, USA<i>Salmonella enterica</i> is common foodborne pathogen that generates both enteric and systemic infections in hosts. Antibiotic resistance is common is certain serovars of the pathogen and of great concern to public health. Recent reports have documented the co-occurrence of metal resistance with antibiotic resistance in one serovar of <i>S. enterica</i>. Therefore, we sought to identify possible co-occurrence in a large genomic dataset. Genome assemblies of 56,348 strains of <i>S. enterica</i> comprising 20 major serovars were downloaded from NCBI. The downloaded assemblies were quality controlled and in silico serotyped to ensure consistency and avoid improper annotation from public databases. Metal and antibiotic resistance genes were identified in the genomes as well as plasmid replicons. Co-occurrent genes were identified by constructing a co-occurrence matrix and grouping said matrix using k-means clustering. Three groups of co-occurrent genes were identified using k-means clustering. Group 1 was comprised of the <i>pco</i> and <i>sil</i> operons that confer resistance to copper and silver, respectively. Group 1 was distributed across four serovars. Group 2 contained the majority of the genes and little to no co-occurrence was observed. Metal and antibiotic co-occurrence was identified in group 3 that contained genes conferring resistance to: arsenic, mercury, beta-lactams, sulfonamides, and tetracyclines. Group 3 genes were also associated with an IncQ1 class plasmid replicon. Metal and antibiotic co-occurrence from group 3 genes is mostly isolated to one clade of <i>S. enterica</i> I 4,[5],12:i:-.https://www.mdpi.com/2076-2607/9/7/1468antibiotic resistancemetal resistanceco-occurrence<i>Salmonella enterica</i>Genomics
collection DOAJ
language English
format Article
sources DOAJ
author Gavin J. Fenske
Joy Scaria
spellingShingle Gavin J. Fenske
Joy Scaria
Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
Microorganisms
antibiotic resistance
metal resistance
co-occurrence
<i>Salmonella enterica</i>
Genomics
author_facet Gavin J. Fenske
Joy Scaria
author_sort Gavin J. Fenske
title Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
title_short Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
title_full Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
title_fullStr Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
title_full_unstemmed Analysis of 56,348 Genomes Identifies the Relationship between Antibiotic and Metal Resistance and the Spread of Multidrug-Resistant Non-Typhoidal Salmonella
title_sort analysis of 56,348 genomes identifies the relationship between antibiotic and metal resistance and the spread of multidrug-resistant non-typhoidal salmonella
publisher MDPI AG
series Microorganisms
issn 2076-2607
publishDate 2021-07-01
description <i>Salmonella enterica</i> is common foodborne pathogen that generates both enteric and systemic infections in hosts. Antibiotic resistance is common is certain serovars of the pathogen and of great concern to public health. Recent reports have documented the co-occurrence of metal resistance with antibiotic resistance in one serovar of <i>S. enterica</i>. Therefore, we sought to identify possible co-occurrence in a large genomic dataset. Genome assemblies of 56,348 strains of <i>S. enterica</i> comprising 20 major serovars were downloaded from NCBI. The downloaded assemblies were quality controlled and in silico serotyped to ensure consistency and avoid improper annotation from public databases. Metal and antibiotic resistance genes were identified in the genomes as well as plasmid replicons. Co-occurrent genes were identified by constructing a co-occurrence matrix and grouping said matrix using k-means clustering. Three groups of co-occurrent genes were identified using k-means clustering. Group 1 was comprised of the <i>pco</i> and <i>sil</i> operons that confer resistance to copper and silver, respectively. Group 1 was distributed across four serovars. Group 2 contained the majority of the genes and little to no co-occurrence was observed. Metal and antibiotic co-occurrence was identified in group 3 that contained genes conferring resistance to: arsenic, mercury, beta-lactams, sulfonamides, and tetracyclines. Group 3 genes were also associated with an IncQ1 class plasmid replicon. Metal and antibiotic co-occurrence from group 3 genes is mostly isolated to one clade of <i>S. enterica</i> I 4,[5],12:i:-.
topic antibiotic resistance
metal resistance
co-occurrence
<i>Salmonella enterica</i>
Genomics
url https://www.mdpi.com/2076-2607/9/7/1468
work_keys_str_mv AT gavinjfenske analysisof56348genomesidentifiestherelationshipbetweenantibioticandmetalresistanceandthespreadofmultidrugresistantnontyphoidalsalmonella
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