Figures
Abstract
Proteus mirabilis is an opportunistic pathogen associated with a variety of human infections, including urinary tract infections. The prevalence of P. mirabilis in foods of animal origin and in the manure by-products created in animal production is not well documented. Further, the prevalence and persistence of extended-spectrum cephalosporin (ESC) resistant P. mirabilis is largely unknown. In this study, we characterized ESC-resistant P. mirabilis recovered from various stages of dairy manure anaerobic digestion. Isolates were screened by PCR for blaCTX-M, blaCMY and blaSHV, and antimicrobial susceptibility testing was performed. Fifty-six P. mirabilis carrying CTX-M were sequenced with short and long read sequencing technologies, and the assembled chromosomes and plasmids were compared. ESC-resistant Proteus was found in four of the six manure digesters, an indication that not all digesters were colonized with resistant strains. Both CTX-M-1 and CTX-M-15 plasmids were found in P. mirabilis isolates. Transfer of plasmid DNA by conjugation was also explored, with ESC-resistance plasmids able to transfer to Escherichia coli at high frequency. We concluded that P. mirabilis can harbour and transfer ESC-resistance genes and plasmids, and may be an overlooked reservoir of antimicrobial resistance.
Citation: Chalmers G, Anderson REV, Murray R, Topp E, Boerlin P (2023) Characterization of Proteus mirabilis and associated plasmids isolated from anaerobic dairy cattle manure digesters. PLoS ONE 18(8): e0289703. https://doi.org/10.1371/journal.pone.0289703
Editor: Mabel Kamweli Aworh, North Carolina State University, UNITED STATES
Received: November 25, 2022; Accepted: July 24, 2023; Published: August 10, 2023
Copyright: © 2023 Chalmers et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the manuscript and its Supporting Information files.
Funding: This study was funded by the Canadian Institutes of Health Research (CIHR) in support of the JPIAMR ARMIS project, and by the National Sciences and Engineering Research Council of Canada.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Third and fourth generation cephalosporins, or extended-spectrum cephalosporins (ESCs) have been defined by the World Health Organization (WHO) as critically important antimicrobial agents [1]. The primary mechanisms of ESC resistance in Enterobacterales involve the production of extended spectrum β-lactamases (ESBLs) and AmpC β-lactamases [2]. Historically, the CMY-2 AmpC β-lactamase has been the main determinant of ESC-resistance found in Enterobacterales from animals in Canada; the CTX-M-type ESBLs only appeared more recently, and have now spread amongst bacteria from chicken, cattle, and swine [3–5].
Proteus mirabilis is a Gram-negative, facultative anaerobic rod, which can be found in soil and water. It is also part of the normal human and animal intestinal flora, along with Escherichia coli. It can cause disease in humans in the form of urinary tract infections and other opportunistic infections [6,7], and approximately 90% of Proteus infections are caused by P. mirabilis [8,9]. Almost nothing is known about it in farm animals in Canada, particularly with respect to antimicrobial resistance (AMR) and its role in the global epidemiology of ESC-resistance in Enterobacterales.
Our objectives were to study the distribution of ESC-resistant Proteus and to characterize them as part of a larger study involving dairy farm manure in various states of anaerobic digestion [10]. A particular emphasis was put on blaCTX-M-positive isolates and their resistance plasmids in order to provide a basis for comparisons with plasmids from other more widely studied Enterobacterales.
Material and methods
Bacteria isolation, antimicrobial susceptibility testing, and PCR
The study design and sampling strategy has been previously described in detail by Tran and collaborators [10] and Anderson et al. [11]. Briefly, anaerobic dairy cattle manure digester samples were collected at regular intervals from six farms (labelled farm 1, 2, 3, 4, 5 and 7) between November 2018 and October 2019 from the Canadian province of Ontario, resulting in 164 samples tested. Authorization for sampling was provided directly by the farmers. Farms 1 through 4 utilized two mesophilic anaerobic digesters each. Farm 5 used an additional third thermophilic anaerobic digester and farm 7 used one mesophilic digester and a thermophilic composter [10]. Manure samples were enriched in EC broth (Becton, Dickinson and Company, Sparks, MD) containing 2 mg/L of cefotaxime (Sigma-Aldrich, St. Louis, MO) overnight at 37°C [11]. A 10 μL loopful was then streaked onto MacConkey agar (Becton, Dickinson and Company) plates containing 1 mg/L ceftriaxone (Sigma-Aldrich), and non-lactose fermenting colonies were purified and identified to the species level using matrix assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS; Bruker Daltonik GmbH, Bremen, Germany) before further characterization.
All P. mirabilis isolates were screened for blaCMY, blaCTX-M, and blaSHV genes using single and multiplex PCR as previously described [12,13]. Lysates were prepared using centrifuged boiled bacterial suspensions and the supernatants used as PCR template DNA. Positive isolates were then tested for susceptibility to chloramphenicol, ciprofloxacin, compound sulfonamides, sulfamethoxazole-trimethoprim, kanamycin, gentamicin, streptomycin, tetracycline, ampicillin, ampicillin plus clavulanic acid, cefotaxime, and cefoxitin (Becton, Dickinson and Company), using the disk diffusion method following the Clinical Laboratory Standards Institute’s performance standards [14]. Only isolates with inhibition zone diameters below the resistance breakpoint were considered resistant (i.e. isolates with intermediate susceptibility were pooled with fully susceptible isolates).
Genome sequencing
All blaCTX-M-positive isolates (n = 56) were sequenced using the Illumina MiSeq platform (PE150; Illumina, San Diego, CA, USA) at Genome Québec at McGill University, Montreal, Québec. Genomic DNA was prepared using the EpiCentre MasterPure DNA Purification kit (EpiCentre, Madison, WI, USA) following the manufacturer’s instructions. Long read sequencing of isolates was performed using a MinION Mk1B device (Oxford Nanopore Technologies, Oxford, United Kingdom). Sequencing libraries and barcoding preparation was performed using the SQK-LSK109 and EXP-NBD104/114 ligation and native barcoding kits (Oxford Nanopore Technologies) according to the manufacturer’s instructions. Between 8 and 16 samples were run on each of four flow cells (version FLO-MIN111), which were run until exhaustion. Basecalling of fast5 files and demultiplexing was performed using Guppy Basecaller v5.0.11 (Oxford Nanopore Technologies) with barcode trimming enabled. Hybrid assembly of short and long reads was performed using Unicycler v0.4.8 [15] and visualized with Bandage v0.8.1 [16]. Antimicrobial resistance genes and plasmid replicon types were annotated using ABRicate v0.9.8 [17] with the Resfinder and Plasmidfinder databases enabled. MOB-suite v3.0.3 (MOB_typer) was also used to determine relaxase types for each plasmid [18].
Chromosome and plasmid analysis
A single nucleotide polymorphism (SNP) analysis was performed for all 56 chromosome assemblies using Snippy v4.4.5 [19], with P. mirabilis strain HI4320 (GenBank accession NC_010554.1) used as a reference genome. The snippy-core function was used to generate a core genome SNP alignment, and the output file (clean.full.aln) was analyzed with Gubbins v1.4.5 [20], to produce another output file (clean.core.aln). SNP-sites [21] was then used to extract the SNPs from the alignment file, which was then used to infer a maximum-likelihood phylogenetic tree using FastTree v2.2.11 [22], and was visualized with Geneious v9.1.8 (Biomatters, Auckland, New Zealand).
Circularized plasmid assemblies were verified using long reads mapped to the reference sequence, and coverage was checked visually. Plasmids sequences carrying blaCTX-M (n = 55) were annotated using Prokka v1.14.6 [23]; two of these plasmids were not suitable for pairwise SNP comparison, as the IncN plasmid of isolate 259-2e and the 101kb plasmid from isolate 341-1d were too dissimilar to include, based on an initial analysis. Roary v3.13.0 [24] was used to generate a multi-FASTA alignment of the core genes common to the remaining 53 plasmid sequences, using the -e and—mafft parameters. The resulting core_gene_alignment.aln file was then used to generate a phenetic tree using FastTree, as well as SNP-sites to generate a SNP alignment file.
Conjugation and stability
The transfer of blaCTX-M-1 and blaCTX-M-15 plasmids from P. mirabilis to Escherichia coli was quantified by conjugation experiments carried out in triplicate in liquid broth and on solid media at both 30°C and 37°C [25]. Isolate 240-2c (blaCTX-M-15) and isolate 259-2e (blaCTX-M-1) were used as donor strains, while the rifampicin and kanamycin-resistant E. coli strain C439 gfpCV60 [10] was used as a recipient. For conjugation in broth, 5 mL of LB broth cultures containing appropriate selective antimicrobials (2 mg/L cefotaxime or 50 mg/L kanamycin) were incubated overnight with shaking. Bacteria were then harvested by centrifugation, washed with LB broth to remove antimicrobial residues, and resuspended in 1 mL of LB broth. A 200 μL aliquot of both donor and recipient strain were added to 1.6 mL LB broth and incubated for 16 h without shaking. For solid media conjugation, bacteria from 1 mL of overnight donor culture and 100 μL of recipient culture were mixed, centrifuged, and resuspended in 100 μL of LB, then inoculated onto an approximately 2.5 cm2 filter paper placed on an LB plate, let to dry and incubated for 16 h. After incubation, bacteria were resuspended in 1 mL LB broth, and serial dilutions of transconjugants were selected on LB agar containing 50 mg/L rifampicin, 50 mg/L kanamycin, and 2 mg/L cefotaxime. Conjugation rates were calculated using the transconjugant to recipient ratio. Successful transfer of the blaCTX-M plasmids was confirmed by PCR on three transconjugant colonies per plasmid type. The short-term stability of plasmids in the E. coli transconjugants was measured by repeated (6 rounds of 100 μL of culture into 9.9 mL of plain LB broth) subcultures of transconjugant isolates in LB broth. Cultures were then grown on plain LB agar, and 10 isolated colonies were tested for plasmid loss by inoculation onto media containing 1 mg/L ceftriaxone and observing growth after 16 hours.
Results
Proteus mirabilis identification and distribution of resistance
Seventy-two ESC-resistant P. mirabilis were isolated from four of the six farms (Table 1, and in more detail in S1 and S2 Tables); no resistant isolates were recovered from farm 2 and farm 5. The 72 isolates were obtained from 22 of the 164 samples tested. The majority of isolates carried blaCTX-M (78%, 56/72), while the remaining 22% (16/72) carried blaCMY-2. All 72 isolates were resistant to tetracycline, ampicillin, and cefotaxime, and all were susceptible to ciprofloxacin. The complete susceptibility testing results and associated inhibition zone diameters are shown in S1 and S2 Tables.
Genome and plasmid characterization of CTX-M-positive isolates
All blaCTX-M-carrying isolates were successfully sequenced using both Illumina and Oxford Nanopore technologies, and all assemblies have been deposited in GenBank under BioProject PRJNA833106 (BioSamples SAMN26871933-SAMN26871988). The plasmid sizes, replicon types, and collocated resistance genes are listed in S1 Table. The most frequent CTX-M variant found was blaCTX-M-15 (96%), with blaCTX-M-1 and blaCTX-M-65 found in only one isolate each. The blaCTX-M genes were generally plasmid-borne; only one isolate carried it on its chromosome (blaCTX-M-65). All blaCTX-M-positive isolates also carried the aac(6’)-Ib-cr gene, except for the blaCTX-M-1-positive isolate. As expected [26], this was associated with reduced susceptibility to ciprofloxacin, although not with full resistance to this critically important antimicrobial (S1 Table).
An average of 67X coverage was obtained with long reads (52X minimum) and 40X with short reads (32X minimum). Chromosomal sequences were fully circularized for 50/56 genomes with an average size of 3.86 Mbp. The contigs from the remaining six not fully circularized sequences ranged between 3.32 and 3.84 Mbp. The chromosomal core SNP analysis showed 22,993 SNPs within the 56-isolate dataset vs. the reference genome. The putative relationships of the isolates from this study derived from the core SNPs are presented in Fig 1. Two major clusters emerged (marked with brackets in Fig 1), with the largest (n = 36) comprised of isolates only from farm 7, obtained from all sample types and sampling dates (S1 Table). The second large cluster (n = 16) contained a subcluster of tightly related isolates from samples of both farms 1 and 4 obtained between December 2018 and August 2019.
Isolates with asterix (*) were used as donors in the conjugation experiments. CTX-M variants and their associated plasmid types (where applicable) are listed beside each isolate.
The majority of the blaCTX-M-carrying plasmids (54/55) were ~100 kb Inc non-typeable plasmids. The remaining one was a 43 kb IncN plasmid (Table 1). MOB_typer assigned MOBH types to all Inc non-typeable plasmids, and MOBF to the single IncN plasmid. Eight of the plasmids were not completely circularized with Unicycler; contigs between 97kb and 98kb were found but could not be closed due to insertion elements and repeated region interference. The Roary analysis for the 53 comparable Inc-negative plasmids showed 101 shared core genes, 29 shell genes, and 154 total genes considered. A gene presence and absence list is presented in S3 Table. Except for one plasmid (isolate 341-1d) which differed from the others with 59 to 60 SNPs (not included in Fig 2), only 2 SNPs were found among the core gene sequences of the MOBH plasmids; the phenetic tree based on these SNPs is shown in Fig 2.
The 105 kb blaCTX-M-15/Inc-negative plasmids from the present study were 99.998% identical to pT267A from Tran et al. [10], and the blaCTX-M-1/IncN plasmid very similar to pT199A (99.920% identity) from the same publication. The complete annotation and structure of these two plasmids can be found in Fig 4C and 4F of the publication [10]. Using BLASTn, only partial sequence coverage with other published plasmid sequences available on GenBank was found. For the blaCTX-M-15/Inc-negative plasmid, between 62% and 79% coverage (with >99% identity) was found with published plasmid sequences from other P. mirabilis (e.g. MH491967.2 and CP045540.1). For the 43kb blaCTX-M-1/IncN plasmid, nearly identical plasmids (>99.8% identity) have been characterized in E. coli and Salmonella isolates from other sources; a Salmonella Heidelberg isolate from a 2011 Canadian turkey (CP043224.1) carried this CTX-M-1 plasmid, as well as an E. coli isolate from a turkey in the USA (MW349106.1).
Conjugation and stability results
The P. mirabilis CTX-M-15- and CTX-M-1-carrying plasmids were successfully transferred by conjugation into the E. coli recipient strain used by Tran and collaborators [10], in both solid media and broth assays. Conjugation frequency on solid media (transconjugant to recipient ratio) was very high (1:2.1 at 30°C and 1:5.3 at 37°C) for the blaCTX-M-15/non-Inc typeable plasmid, and slightly lower (1:8.8 at 30°C and 1:16.0 at 37°C) for the blaCTX-M-1/IncN plasmid. Stated differently, the blaCTX-M-15 plasmid transfer rate was between two and three times higher compared to the blaCTX-M-1 plasmid, and the transfer rate increased for both plasmids by approximately three to four-fold at 37°C when compared to 30°C. Conjugation efficiency in broth culture was lower (1:12.7 at 30°C and 1:13.9 at 37°C) for the blaCTX-M-15/non-Inc typeable plasmid, and 1:11.6 at 30°C and 1:10.8 at 37°C for the blaCTX-M-1/IncN plasmid. Temperature did not seem to have an effect on plasmid transfer efficiency in broth. Transferred plasmids appeared to be stable in the E. coli transconjugant strains, with all observed colonies tested able to grow on ceftriaxone-containing media after 6 rounds of subculture.
Discussion
The epidemiology of ESC-resistant P. mirabilis in animals in Canada and their role as a reservoir of ESC-resistance plasmids has not been well characterized. However, the transmission of P. mirabilis between animals and humans by consumption of contaminated food or by close contact with animals or their food products has been previously described [27,28]. The primary objective of this study was therefore to characterize ESC-resistant Proteus isolates from dairy cattle manure, a potential source of contamination for the human environment and food, and to characterize their blaCTX-M-carrying plasmids. This provides a comparison basis with similar plasmids from other Enterobacterales also found in manure and in other sources.
ESC-resistant Proteus could not be recovered from dairy manure in all six farms investigated. This suggests that ESC-resistant Proteus may be less frequent and therefore less worrisome than ESC-resistant E. coli which were recovered in all of them and in a much larger proportion of samples [11]. The majority of ESC-resistant isolates carried a blaCTX-M gene, while only a smaller number of isolates carried a blaCMY gene. This contrasts with E. coli which carried blaCMY more frequently than blaCTX-M in these same farms [11]. This suggests a different epidemiology for each ESC resistance determinant, depending on bacterial species, even when residing in the same farm and manure environment.
Genome sequencing of CTX-M-positive isolates demonstrated that, similarly to E. coli [11], some P. mirabilis clones can colonize an entire manure processing facility and persist in it over extended periods of time. More surprising, was the finding that highly similar P. mirabilis isolates (zero to three chromosomal core gene SNPs) could be found in two different farms. Thus, unexplained epidemiological links may be present between manure treatment systems of a priori unrelated farms that may be worth investigating further.
The low diversity of CTX-M variants with an overwhelming majority of blaCTX-M-15 observed across the different unrelated P. mirabilis lineages identified suggests frequent transfer of plasmids carrying this gene. This is in agreement with the extremely low diversity evidenced among the plasmids carrying this gene sequenced in the frame of this study. The only known plasmid closely related to the dominant 105 kb MOBH Inc non-typeable blaCTX-M-15 plasmid present in the majority of P. mirabilis isolates in this study has been found by Tran and collaborators when investigating the same farms and samples [10]. However, since it was recovered only after conjugation experiments with a laboratory E. coli strain, the exact bacterial source of this plasmid in the study of Tran and collaborators remained unknown. The results of the present study strongly suggest that this source could have been P. mirabilis. This hypothesis is further supported by the very high transfer rate of this plasmid that we obtained between a representative P. mirabilis isolate from the present study and the E. coli recipient strain used by Tran and collaborators [10]. Finally, partial homology was observed between the main blaCTX-M-15-carrying MOBH plasmids found here and plasmids from bacteria isolated in China, including a P. mirabilis plasmid [29]. Since they have apparently not been detected regularly in more frequently investigated bacterial species, including E. coli from the same samples as the present study [11], the MOBH plasmids found here may be specific to Proteus. Metagenomic studies are clearly needed to explore these hypotheses further and to understand if other bacterial species not studied here represent an even larger reservoir than P. mirabilis for these MOBH CTX-M-15 plasmids.
In conclusion, the results of the present study show that P. mirabilis represents an additional bacterial host for the important blaCTX-M-15 ESC resistance determinant. Although not as frequent as strains of other frequently investigated species carrying this gene, blaCTX-M-15-positive P. mirabilis strains can persist in dairy manure treatment systems over extended periods of time. In P. mirabilis, blaCTX-M-15 may be present on a type of plasmids not yet widely established in more commonly studied bacterial species. Further studies are needed to investigate whether, despite the high transferability of this plasmid, P. mirabilis is its main host or it is also established in other less frequently investigated bacterial species.
Supporting information
S1 Table. Characteristics and source information for Proteus mirabilis isolates carrying blaCTX-M (n = 56) from this study.
https://doi.org/10.1371/journal.pone.0289703.s001
(XLSX)
S2 Table. Characteristics and source information for Proteus mirabilis isolates carrying blaCMY (n = 16) from this study.
https://doi.org/10.1371/journal.pone.0289703.s002
(XLSX)
S3 Table. Roary analysis for 53 comparable Inc-negative plasmids showing 101 shared core genes, 29 shell genes, and 154 total genes considered.
https://doi.org/10.1371/journal.pone.0289703.s003
(XLSX)
References
- 1. World Health Organization. Critically important antimicrobials for human medicine. 2012 p. 31. Report No.: 3rd revison. Available: http://apps.who.int/iris/bitstream/10665/77376/1/9789241504485_eng.pdf?ua=1&ua=1.
- 2. Briñas L, Moreno MA, Zarazaga M, Porrero C, Sáenz Y, García M, et al. Detection of CMY-2, CTX-M-14, and SHV-12 β-Lactamases in Escherichia coli Fecal-Sample Isolates from Healthy Chickens. Antimicrobial Agents and Chemotherapy. 2003;47: 2056–2058.
- 3. Cormier A, Zhang PLC, Chalmers G, Weese JS, Deckert A, Mulvey M, et al. Diversity of CTX-M-positive Escherichia coli recovered from animals in Canada. Veterinary Microbiology. 2019;231: 71–75. pmid:30955827
- 4. Zhang PLC, Shen X, Chalmers G, Reid-Smith RJ, Slavic D, Dick H, et al. Prevalence and mechanisms of extended-spectrum cephalosporin resistance in clinical and fecal Enterobacteriaceae isolates from dogs in Ontario, Canada. Veterinary Microbiology. 2018;213: 82–88. pmid:29292008
- 5. Verrette L, Fairbrother JM, Boulianne M. Effect of Cessation of Ceftiofur and Substitution with Lincomycin-Spectinomycin on Extended-Spectrum-β-Lactamase/AmpC Genes and Multidrug Resistance in Escherichia coli from a Canadian Broiler Production Pyramid. Applied and Environmental Microbiology. 85: e00037–19. pmid:31028030
- 6. Schaffer JN, Pearson MM. Proteus mirabilis and Urinary Tract Infections. Microbiology Spectrum. 2015;3: 3.5.10. pmid:26542036
- 7. Armbruster CE, Mobley HLT, Pearson MM. Pathogenesis of Proteus mirabilis Infection. EcoSal Plus. 2018;8. pmid:29424333
- 8. Jacoby GA. AmpC β-Lactamases. Clinical Microbiology Reviews. 2009;22: 161–182. pmid:19136439
- 9. Drzewiecka D. Significance and Roles of Proteus spp. Bacteria in Natural Environments. Microb Ecol. 2016;72: 741–758. pmid:26748500
- 10. Tran TT, Scott A, Tien Y-C, Murray R, Boerlin P, Pearl DL, et al. On-Farm Anaerobic Digestion of Dairy Manure Reduces the Abundance of Antibiotic Resistance-Associated Gene Targets and the Potential for Plasmid Transfer. Applied and Environmental Microbiology. 87: e02980–20. pmid:33931422
- 11. Anderson REV, Chalmers G, Murray R, Mataseje L, Pearl DL, Mulvey M, et al. Characterization of Escherichia coli and Other Enterobacterales Resistant to Extended-Spectrum Cephalosporins Isolated from Dairy Manure in Ontario, Canada. Applied and Environmental Microbiology. 2023;89: e01869–22. pmid:36695602
- 12. Cottell JL, Kanwar N, Castillo-Courtade L, Chalmers G, Scott HM, Norby B, et al. blaCTX-M-32 on an IncN Plasmid in Escherichia coli from Beef Cattle in the United States. Antimicrob Agents Chemother. 2013;57: 1096–1097. pmid:23165469
- 13. Kozak GK, Boerlin P, Janecko N, Reid-Smith RJ, Jardine C. Antimicrobial Resistance in Escherichia coli Isolates from Swine and Wild Small Mammals in the Proximity of Swine Farms and in Natural Environments in Ontario, Canada. Appl Environ Microbiol. 2009;75: 559–566. pmid:19047381
- 14.
CLSI. Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated from Animals; Second Informational Supplement. VET01-S2. Wayne, PA: Clinical and Laboratory Standards Institute; 2013. Clinical and Laboratory Standards Institute; 2013.
- 15. Wick RR, Judd LM, Gorrie CL, Holt KE. Unicycler: Resolving bacterial genome assemblies from short and long sequencing reads. PLOS Computational Biology. 2017;13: e1005595. pmid:28594827
- 16. Wick RR, Schultz MB, Zobel J, Holt KE. Bandage: interactive visualization of de novo genome assemblies. Bioinformatics. 2015;31: 3350–3352. pmid:26099265
- 17.
Seemann T. ABRicate. 2021. Available: https://github.com/tseemann/abricate.
- 18. Robertson J, Nash JHE. MOB-suite: software tools for clustering, reconstruction and typing of plasmids from draft assemblies. Microb Genom. 2018;4. pmid:30052170
- 19.
Seemann T. Snippy. 2021. Available: https://github.com/tseemann/snippy.
- 20. Croucher NJ, Page AJ, Connor TR, Delaney AJ, Keane JA, Bentley SD, et al. Rapid phylogenetic analysis of large samples of recombinant bacterial whole genome sequences using Gubbins. Nucleic Acids Research. 2015;43: e15–e15. pmid:25414349
- 21. Page AJ, Taylor B, Delaney AJ, Soares J, Seemann T, Keane JA, et al. SNP-sites: rapid efficient extraction of SNPs from multi-FASTA alignments. Microbial Genomics. 2: e000056. pmid:28348851
- 22. Price MN, Dehal PS, Arkin AP. FastTree 2 –Approximately Maximum-Likelihood Trees for Large Alignments. PLOS ONE. 2010;5: e9490. pmid:20224823
- 23. Seemann T. Prokka: rapid prokaryotic genome annotation. Bioinformatics. 2014;30: 2068–2069. pmid:24642063
- 24. Page AJ, Cummins CA, Hunt M, Wong VK, Reuter S, Holden MTG, et al. Roary: rapid large-scale prokaryote pan genome analysis. Bioinformatics. 2015;31: 3691–3693. pmid:26198102
- 25.
Kamlage B. Methods for General and Molecular Bacteriology. Edited by P. Gerhardt, R. G. E. Murray, W. A. Wood and N. R. Krieg. 1996. Available: https://onlinelibrary.wiley.com/doi/abs/10.1002/food.19960400226.
- 26. Vetting MW, Park CH, Hegde SS, Jacoby GA, Hooper DC, Blanchard JS. Mechanistic and Structural Analysis of Aminoglycoside N-Acetyltransferase AAC(6′)-Ib and Its Bifunctional, Fluoroquinolone-Active AAC(6′)-Ib-cr Variant. Biochemistry. 2008;47: 9825–9835. pmid:18710261
- 27. Zarzecka U, Chajęcka-Wierzchowska W, Zadernowska A. Occurrence of antibiotic resistance among Enterobacterales isolated from raw and ready-to-eat food–phenotypic and genotypic characteristics. International Journal of Environmental Health Research. 2021;0: 1–12. pmid:33784901
- 28. Yu T, Jiang X, Liang Y, Zhu Y, Tian J, Ying H, et al. Characterization and Horizontal Transfer of Antimicrobial Resistance Genes and Integrons in Bacteria Isolated from Cooked Meat Products in China. Journal of Food Protection. 2017;80: 2048–2055. pmid:29148877
- 29. Dong D, Li M, Liu Z, Feng J, Jia N, Zhao H, et al. Characterization of a NDM-1- Encoding Plasmid pHFK418-NDM From a Clinical Proteus mirabilis Isolate Harboring Two Novel Transposons, Tn6624 and Tn6625. Frontiers in Microbiology. 2019;10. Available: https://www.frontiersin.org/articles/10.3389/fmicb.2019.02030.