Next Article in Journal
Phenolic Compounds Synthesized by Trichoderma longibrachiatum Native to Semi-Arid Areas Show Antifungal Activity against Phytopathogenic Fungi of Horticultural Interest
Previous Article in Journal
Tahiti Lemon Juice: A Natural Alternative to Reduce Bacteria from Eggshells
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Communication

Comparative Genomics of Three Hybrid-Pathogen Multidrug-Resistant Escherichia coli Strains Isolated from Healthy Donors’ Feces

by
Judith Z. Ortega-Enríquez
1,2,
Claudia Martínez-de la Peña
1,
Cristina Lara-Ochoa
3,
Rosa del Carmen Rocha-Gracia
1,
Edwin Barrios-Villa
1,2,* and
Margarita M. P. Arenas-Hernández
1,*
1
Graduate Program in Microbiology, Centro de Investigación en Ciencias Microbiológicas, Instituto de Ciencias, Benemérita Universidad Autónoma de Puebla, Puebla 72570, Mexico
2
Laboratorio de Biología Molecular y Genómica, Departamento de Ciencias Químico Biológicas y Agropecuarias, Universidad de Sonora, Campus Caborca, H. Caborca, Sonora 83621, Mexico
3
Centro de Detección Biomolecular, Benemérita Universidad Autónoma de Puebla, Puebla 72570, Mexico
*
Authors to whom correspondence should be addressed.
Microbiol. Res. 2024, 15(3), 1412-1424; https://doi.org/10.3390/microbiolres15030095
Submission received: 7 July 2024 / Revised: 23 July 2024 / Accepted: 31 July 2024 / Published: 2 August 2024

Abstract

:
The present study shows the genomic characterization of three pathogenic Escherichia coli hybrid strains. All strains were previously characterized as diarrheagenic pathotypes (DEC), obtained from feces. The three sequenced strains have genes that encode adhesins (fimH and iha) and iron uptake systems (iucC and iutA). Antibiotic resistance genes were also found for fluoroquinolone and aminoglycoside families in the three strains. The presence of genomic islands (GIs) in the sequenced study strains presented 100% identity (Ec-25.2) and 99% identity (Ec-36.1) with previously reported Extraintestinal Pathogenic E. coli (ExPEC) strains. The Ec-36.4 strain shared a 99% identity with GI from the Enterotoxigenic E. coli (ETEC) pathotype of the diarrheagenic E. coli strain. Ec-25.2 belongs to ST69 and harbors a FimH27 variant, while Ec-36.1 and Ec-36.4 belong to ST4238 and share a FimH54 variant. Four incompatibility groups associated with conjugative plasmids were identified (IncFIB, IncF11, IncI1, and IncB/O/K/Z), as well as Insertion Sequences and MITEs elements.

1. Introduction

Escherichia coli is a Gram-negative rod from Enterobacterales and one of the commensal gut species. However, several clones have acquired different virulence factors (VF) that enhance their abilities to trigger a wide spectrum of diseases, such as diarrheal illness or extraintestinal ones (such as urinary tract infections, neonatal meningitis, and bloodstream infections) [1].
The E. coli pathobionts associated with gut infections are classically known as diarrheagenic pathotypes (DEC) [2]. Within DEC, there are six well-known pathotypes: enteropathogenic (EPEC), enterotoxigenic (ETEC), enterohemorrhagic (EHEC), enteroaggregative (EAEC), enteroinvasive (EIEC), and diffusely adherent E. coli (DAEC) [3]. The strains belonging to these pathotypes are classified by their interaction with the enterocyte, their epidemiology, serology, and virulence properties [4].
On the other hand, the extraintestinal infections associated with E. coli are caused by extraintestinal pathogenic E. coli strains (ExPEC). The diseases associated with these strains are sepsis and bacteremia (caused by sepsis-associated E. coli, SEPEC), neonatal meningitis (caused by NMEC), and urinary tract infections (caused by uropathogenic E. coli, UPEC) [5].
In recent years, various E. coli hybrid pathotypes have been described [6]: the “hetero-pathogenic” strains are those that harbor VF characteristics of two or more DEC pathotypes (properly enteropathogens), and the “hybrid-pathogenic” strains are those that show VF from DEC and from ExPEC also [6].
The conflict arises when these virulence factors are common in different E. coli pathogenic strains, which can cause a severe disease expanding their sites of colonization, along with other adaptative features. They can also harbor similar resistance genes present in mobile genetic elements such as plasmids, facilitating their spread and making the disease more difficult to treat. Many studies related to the occurrence of these hybrids have been reported. The most reported cases of “hybrid-pathogenic” have been ExPEC/EAEC and ExPEC/EPEC, because it is proposed that the homology between the different genes coding for the fimbriae, which allow adhesion to the epithelium [6,7,8,9], as well as the presence of different toxins of the ETEC pathotype in samples of patients with UTI (ExPEC) [10], contributes to these associations.
The best-documented example of “hetero-pathogenic” was a severe acute gastroenteritis outbreak (EAEC) and hemolytic uremic syndrome (EHEC) [11]. Another common pathotype reported more recently in clinical samples from countries such as Sweden and South Korea has been EHEC/ETEC [12,13].
Previously, our research group reported the presence of hetero-pathogenic E. coli strains isolated from donors’ feces. The classification was based on the presence of DEC genetic determinants [14]. In the present work, we report the comparative genomics analysis of three hetero-pathogenic genomes—one of them being a triple hybrid.

2. Materials and Methods

2.1. Strains and Genome Sequencing

From a collection of 40 E. coli strains isolated from the feces of healthy donors obtained in Sonora, Mexico, we have chosen to sequence three previously identified strains using PCR. These strains are characterized by the presence of the genes bfpA (bundle-forming Pilus), LT (heat-labile toxin), and daaE (fimbrial protein). They are classified as hetero-pathogenic strains, specifically Ec-25.2 (aEPEC/ETEC), Ec-36.1 (aEPEC/ETEC/DAEC), and Ec-36.4 (aEPEC/ETEC). Notably, Ec-36.1 and Ec-36.4 are clones obtained from the same donor sample [14]. The strains were inoculated in 5 mL of Luria–Bertani (LB) broth for genomic DNA extraction and grown overnight at 37 °C. Genomic DNA was extracted with the Wizard ® Genomic DNA extraction kit (Promega Corporation, Madison, WI, USA) following the manufacturer’s directions. The DNA concentration was determined with a Quantus ® fluorometer (Promega Corporation, Madison, WI, USA) and the QuantiFluor ® dsDNA System (Promega Corporation, USA). The total genomic DNA was sequenced on an Illumina NovaSeq 6000 sequencer (Iowa City, IA, USA) producing 2 × 151 bp paired end reads with an 80× depth at SeqCenter (Pittsburgh, PA, USA) [15].

2.2. Assembly and Annotation

Assemblies of the draft genomes were completed using SPAdes (v3.15.4) [16] and annotated using RAST [17] and the NCBI Prokaryotic Genome Annotation Pipeline [18]. All the open reading frames were blasted against E. coli ETEC H10407 (accession number FN649414) as the reference genome and selected based on a relatedness prediction by NCBI BLAST; this is the pathotype shared by the three sequenced strains. The assembly characteristics are summarized in Supplementary Materials Table S1.

2.3. Bioinformatic Analysis

The genomic islands (GI) in the assemblies were determined with the IslandViewer4 tool [19], using three independent methods for island prediction (IslandPick, IslandPath-DIMOB, and SIGI-HMM), and E. coli ETEC H10407 was used as control strain. Then, the predicted GIs were searched in BLAST for previously reported genomic islands. The Proksee online tool was used to generate circular maps and sequence comparisons through average nucleotide identity (ANI) (accessed 7 May 2024 at https://proksee.ca/) [20,21].
Several services of the Center for Genomic Epidemiology were used with default settings unless otherwise noted: SeroTypeFinder [22] (for serotype prediction); fimH variants were determined by database matching in FimTyper [23]; the presence of antimicrobial resistance genes was analyzed by ResFinder [24,25,26,27,28] and the CARD database [29]; and likewise, the virulence genes (VirulenceFinder) [28,30,31]. Mobile genetic elements, such as plasmids and insertion sequences, were identified with MobileElementFinder [30] and PlasmidFinder [31]. The multiple locus sequence typing was determined with MLST 2.0 [32,33,34,35,36,37]. Finally, to infer the phylogenetic relationship, we completed the calling and filtering of single nucleotide polymorphisms (SNPs) with CSI Phylogeny (v1.4) using default settings [38] and the iTol [39] platform for generating the images. Different genomes were used to infer the phylogenetic relationship, including some belonging to DEC as well as ExPEC pathotypes (Supplementary Materials Table S2).

3. Results and Discussion

3.1. General Features of the Hybrid Strains

The Ec-25.2 strain belongs to phylogroup A and Ec-36.1 and Ec-36.4 to phylogroup B2. The genomic features are summarized in Supplementary Materials Table S1. The Ec-25.2 genome presented a 100% identity with the genomes UMN026 and 118UI, which are classified as ExPEC and were recovered from urine samples (accession number CU928163.2 and CP032515.1, respectively). Genomic islands were predicted using BLAST against publicly available genomes of E. coli. Most of the genomic islands found for the three sequenced strains correspond to genomic islands of phage origin and mobile genetic elements such as plasmids and insertion sequences (Figure 1).
In the same way, the Ec-36.1 assembly showed a 99.97% identity with the genome KE58 (accession number CP141075.1) recovered from a urine sample in Dallas, Texas of a female patient with recurrent urinary tract infections. This finding is interesting because Sonora (where the samples were isolated) has a border with the United States; these relationships in the identity of the genomes between strains may be due to the high migration that exists, causing patients who are carriers of E. coli to transmit the bacteria in different regions. Another strain with 99.97% identity was ETEC6329F (accession number CP122609.1), documented as ETEC, similar to our isolate. On the other hand, the Ec-36.4 genome kept a 99.97% identity with 184/2aE (accession number CP072858.1), a strain isolated in Brazil from the feces of a traveler returning from sub-Saharan Africa (Supplementary Materials Figure S1).
The in silico sequence-type analysis showed that Ec25.2 belonged to ST69; this ST has been previously reported in clinical strains associated with urinary and blood infections [40]. However, Matsui et al., 2020 showed a wide distribution of ST69 among strains recovered from the feces of healthy donors and patients with urinary tract infections [41]. On the other hand, both Ec-36.1 and Ec-36.4 belonged to ST4238, first reported in 2014 in a strain isolated from a child with diarrhea and identified as ETEC in Colombia [42]. Interestingly, when the in silico serotype was performed, we observed that the three genomes were serotyped as H4, similar to the ETEC Colombian strain, suggesting a regional distribution of E. coli strains belonging to ST4238 and associated with ETEC in America (Supplementary Materials Figure S2).

3.2. Resistance and Virulence Features

Ec-25.2 harbors fimH27, which has been described in isolates from human urine and blood [43] (Table 1). In a previous study, Barrios-Villa et al., in 2020, reported the fimH27 allele in ExPEC strains belonging to the AIEC pathotype, as well as in EIEC and K12 genomes [44]. The fimH54 allele found in Ec-36.1 and Ec-36.4 has been previously reported in strains isolated from urine samples and from vegetables in Portugal [45,46]. The fimH54 allele was also found in human diarrheagenic samples identified as aEPEC/ExPEC hybrid pathotypes [47]. Likewise, other authors have associated fimH54 with strains of avian pathogenic E. coli (APEC) [48,49]. This antigenic variability of the fimbria could have important implications in the colonization of different microenvironments, making these strains capable of causing different infections.
The Ec-25.2 genome showed the presence of genetic resistance determinants to fluoroquinolone, aminoglycosides, sulfonamides, carbapenems, and cephalosporines. Ec-36.1 and Ec-36.4 genomes presented genes associated with resistance to fluoroquinolones, macrolides, aminoglycosides, cephalosporins, tetracyclines, nitroimidazole, and phenicol; it is important to note that both strains were recovered from the same sample. It was found that all three genomes show mechanisms of antibiotic resistance, including reduced antibiotic permeability, altered antibiotic fate, and a suggested antibiotic efflux pump which is also involved in other functions such as detoxification and permeability modification (Table 1).
On the other hand, the Virulence Finder tool revealed the presence of genes involved in iron uptake, fimbriae, non-fimbrial adhesins, and toxins involved in E. coli pathogenicity. The common virulence genes for the three strains were fimH (Type 1 fimbriae), iucC (aerobactin synthetase), iutA (ferric aerobactin receptor), iha (adherence protein), traT (outer membrane protein involved in complement resistance) and hlyE (Avian E. coli haemolysin), but also presented homologous genes present in other genera such as eilA (hilA homolog from Salmonella) and shiB (homologs of the Shigella flexneri SHI-2 pathogenicity island gene shiA), which can represent an important horizontal gene transfer mechanism among enterobacteria coexisting in the host, causing more severe signs and symptoms, complicating the disease (Table 1).

3.3. Mobilizable Genetic Elements (MGEs)

Based on replicon typing, Plasmid Finder showed four plasmid incompatibility groups in the Ec-25.2 genome [Col(pHAD28), IncFIB, IncF11, IncI1-l]. On the other hand, plasmids with Col(pHAD28) have been previously reported in Salmonella strains obtained from dairy farm samples in Mexico, as well as from poultry in Nigeria [50,51]. These plasmids have been reported in strains of Klebsiella pneumoniae, Cronobacter sakazakii, and E. coli carrying resistance genes to aminoglycosides [52,53]. On the other hand, the plasmids IncFIB, IncF11, and Incl1-1 are the most common in E. coli; these plasmids are conjugative and usually harbor resistance and virulence genes [54]. In addition, it has been reported that plasmid IncB/O/K/Z might be found in strains of both clinical and food origin in the Enterobacteriaceae family, as reported by Balbuena-Alonso et al., 2022, and carries resistance genes to azithromycin in strains of K. pneumoniae, which agrees with our results, suggesting that this plasmid is distributed within the Enterobacteriaceae family [55,56].
Other MGEs, such as transposons, integrons, and insertion sequences (IS), can collect or move genes within the host genome and jump across genomes, molding and coevolving with chromosomes [57]. IS are small mobile elements (~0.7 to ~2.5 kbp) and are found in most bacterial genomes, they are the simplest type of bacterial transposable element and generally contain a gene necessary for its transposition. Insertions inside or between genes have the potential to create a mutation, alter promoter function, also create hotspots for genome recombination events, or even induce positive regulation of neighboring genes [58]. In our study, we found IS629 inside the Ec-25.2 genome, a member of the IS3 family whose mobility mechanism is believed to be a replicative transposition (“copy and paste”). This IS contains genes associated with VF as adhesins and fimbriae (iha, papC, and papA). IS629 has been reported in verotoxin-producing E. coli (VTEC) serotype O157:H7 and is considered the main cause of severe gastrointestinal infections [59]. Additionally, Ec-25.2 also harbors ISKpn26, with the yehABCD fimbrial operon, this IS has been reported in K. pneumoniae and is mostly associated with IncFII and IncFIB plasmids [60]. ISEc45 (VF as iucC, sat, and iutA) and ISEc46 (VF as irp2 and fyuA) were also found. These findings show that despite being commensal bacteria, they have an important virulence and resistance background that makes them potentially pathogenic.
The ISEc18 belongs to the IS481 family, found in the genomes Ec-36.1 and Ec-36.4, and has been reported in plasmids encoding for the LT (heat-labile enterotoxin) and ST (heat-stable enterotoxin) enterotoxin characteristic of the ETEC pathotype; this finding is consistent with previous characterization of these hybrid strains [61]. In our study, the afaD gene (encoding for a fimbrial adhesin) was observed close to ISEc18.
Other mobile genetic elements found in our genomes were the miniature inverted-repeat transposable elements (MITEs). The first prokaryotic MITE was discovered in Neisseria gonorrhoeae and Neisseria meningitidis [62]. MITEs are a group of non-autonomous class II transposons abundant in eukaryotic genomes, mainly in plants, and are structurally characterized by their relatively small size (generally 50–500 bp long), high copy number, tendency to integrate into AT-rich intergenic regions of the genome, a lack of coding capacity, and are often found close to or within genes where they may affect gene expression [63,64,65,66]. It is suggested that these elements have influenced the evolution of individual genomes and genes [65]. The MITEEc1 was found in the three genomes sequenced and this MITE has also been reported in other bacteria, such as Salmonella [66].

3.4. Phylogeny

A phylogenetic tree based on UPGMA (unweighted pair group method using arithmetic averages) was constructed according to the SNPs found for each strain, the SNPs variant calling, and phylogeny showed that the Ec-36.1 and Ec-36.4 genomes are part of a clade next to ETEC (Figure 2). This is an expected finding since these strains were characterized by Méndez-Moreno et al. as hybrid pathogens showing genetic determinants associated with ETEC [14]. The Ec25.2 genome belongs to a clade closely related to APEC (Avian Pathogenic E. coli), corresponding to the ExPEC pathotype, but also related to EPEC, which is one of the pathotypes with which it was previously associated (Figure 2) [14].
Bioinformatic analysis suggested that the three analyzed genomes belong to hybrid pathotypes. The Ec-25.2 genome, previously reported as (aEPEC/DEC), includes virulence factors defining ExPEC (UPEC), as well as the presence of GI with a BLAST 100% identity from UPEC genomes. On the other hand, the phylogeny showed that genome assemblies of Ec-36.1 (aEPEC/ETEC/DAEC) and Ec-36.4 (aEPEC/ETEC) are grouped in a clade including genomes belonging to diarrheagenic pathotypes. Interestingly, BLAST analysis showed 99% identity between the genomes of Ec-36.1 and Ec-36.4 with those of strains isolated from feces classified as ETEC, in agreement with the classification by Méndez-Moreno et al. in 2022 [14]. These results suggest that these strains must be considered as heteropathogenic-hybrid E. coli.
The strains Ec-36.1 and Ec-36.4 were isolated from the same patient, which makes it logical that they share virulence and resistance characteristics, as well as the presence of markers of the diarrhoeagenic pathotypes aEPEC/ETEC; however, the strain Ec-36.1 has the daaE adhesin gene corresponding to the DAEC pathotype, which may have been acquired during the horizontal gene transfer.
This work contributes to understanding the genetic diversity and adaptability of hybrid-pathogenic E. coli strains. The findings highlight the potential public health risks posed by these strains, particularly in regions with high migration rates. By identifying key resistance and virulence determinants, the study underscores the necessity for continuous monitoring and development of effective treatment protocols to manage infections caused by such multidrug-resistant pathogens. Moreover, this comparative genomics approach provides a valuable framework for future research on the evolution and spread of pathogenic E. coli strains. The data generated can inform public health policies and help devise strategies to mitigate the spread of these bacteria. Overall, this report contributes significantly to the field of microbiology and epidemiology understanding the dynamics of multidrug-resistant E. coli in human populations.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/microbiolres15030095/s1, Figure S1: Maps constructed in Proksee, showing the comparison between the genomes of the present study with reference genomes previously reported in NCBI, Figure S2: Regional distribution of E. coli Sequence Types (STs) and Serotypes in America; Table S1: General Features of Sequenced Strains of pathogenic-hybrid E. coli, Table S2: Genomes used as control for phylogenetic analysis, Table S3: Representative Genes of The Different Genomic Islands Found in the Sequenced Strains of pathogenic-hybrid E. coli (IslandViewer) [67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90].

Author Contributions

J.Z.O.-E., Data Curation, Formal Analysis, Investigation, Methodology, Visualization, Writing—Original Draft. C.M.-d.l.P., Methodology, Visualization, Writing—Review & Editing. C.L.-O., Methodology, Visualization, Writing—Review & Editing. R.d.C.R.-G., Methodology, Visualization, Validation, Writing—Review & Editing. E.B.-V., Conceptualization, Funding acquisition, Project Administration, Resources, Visualization, Writing—Review & Editing. M.M.P.A.-H., Funding acquisition, Project administration, Resources, Supervision, Validation, Writing—Review & Editing. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by Universidad de Sonora under the Convocatoria para Apoyo a Proyectos Internos 2023, project number USO413008356, and by Vicerrectoría de Investigación y Estudios de Posgrado (VIEP), BUAP through the project VIEP-2023 “Análisis del Genoma de E. coli Uropatógena y Comensal para la Prevención, Control y Tratamiento Adecuados de la Infección de Tracto Urinario”. JZOE received a CONAHCYT scholarship number 824608.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The authors confirm all supporting data, code, and protocols have been provided within the article or through Supplementary Data Files. The draft genome of E. coli Ec-36.1, E. coli Ec-36.4, and Ec-25.2 has been deposited at DDBJ/ENA/GenBank under the accession JAYMYX000000000, JAYSGM000000000, and JAYSGN000000000, respectively. The versions described in this paper are versions JAYMYX010000000, JAYSGM010000000, JAYSGN010000000.

Acknowledgments

The authors would like to thank M.C. Isabel Montserrat Cortez de la Puente for her help, guidance, and support in preparing this paper.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Erjavec, M.S. The Universe of Escherichia coli; IntechOpen: London, UK, 2019; Available online: https://www.intechopen.com/books/6970 (accessed on 25 February 2024).
  2. Águila Sánchez, A.; Rodríguez, A.; Fernández Abreu, A.; Cruz Infante, Y.; Bravo Fariñas, L.; Hernández Martínez, J.L. Escherichia coli diarreogénicos, identificación de patotipos y fenotipos de resistencia antimicrobiana en aislados cubanos. Rev. Cuba. Med. Trop. 2020, 72, 1–19. [Google Scholar]
  3. Torres, A.G. Escherichia coli in the Americas; Springer: Berlin/Heidelberg, Germany, 2016. [Google Scholar]
  4. Farfán-García, A.E.; Ariza-Rojas, S.C.; Vargas-Cárdenas, F.A.; Vargas-Remolina, L.V. Mecanismos de virulencia de Escherichia coli enteropatógena. Rev. Chil. Infectología 2016, 33, 438–450. [Google Scholar] [CrossRef] [PubMed]
  5. Geurtsen, J.; De Been, M.; Weerdenburg, E.; Zomer, A.; McNally, A.; Poolman, J. Genomics and pathotypes of the many faces of Escherichia coli. FEMS Microbiol. Rev. 2022, 46, fuac031. [Google Scholar] [CrossRef] [PubMed]
  6. De Mello Santos, A.C.; Fernandez Santos, F.; Silva, R.M.; Gomes, T.A.T. Diversity of hybrid-and hetero-pathogenic Escherichia coli and their potential implication in more severe diseases. Front. Cell. Infect. Microbiol. 2020, 10, 339. [Google Scholar] [CrossRef]
  7. Nascimento, J.A.S.; Santos, F.F.; Valiatti, T.B.; Santos-Neto, J.F.; Santos, A.C.M.; Cayô, R.; Gales, A.C.; Gomes, T.A.T. Frequency and diversity of hybrid Escherichia coli strains isolated from urinary tract infections. Microorganisms 2021, 9, 693. [Google Scholar] [CrossRef]
  8. Tanabe, R.H.S.; Dias, R.C.B.; Orsi, H.; de Lira, D.R.P.; Vieira, M.A.; dos Santos, L.F.; Ferreira, A.M.; Rall, V.L.M.; Mondelli, A.L.; Gomes, T.A.T.; et al. Characterization of Uropathogenic Escherichia coli Reveals Hybrid Isolates of Uropathogenic and Diarrheagenic (UPEC/DEC) E. coli. Microorganisms 2022, 10, 645. [Google Scholar] [CrossRef]
  9. Nunes, K.O.; Santos, A.C.P.; Bando, S.Y.; Silva, R.M.; Gomes, T.A.T.; Elias, W.P. Enteroaggregative Escherichia coli with uropathogenic characteristics are present in feces of diarrheic and healthy children. Pathog. Dis. 2017, 75, ftx106. [Google Scholar] [CrossRef] [PubMed]
  10. Salmani, H.; Azarnezhad, A.; Fayazi, M.R.; Hosseini, A. Pathotypic and Phylogenetic Study of Diarrheagenic Escherichia coli and Uropathogenic E. coli Using Multiplex Polymerase Chain Reaction. Jundishapur J. Microbiol. 2016, 9, e28331. [Google Scholar] [CrossRef]
  11. Frank, C.; Werber, D.; Cramer, J.P.; Askar, M.; Faber, M.; an der Heiden, M.; Krause, G. Epidemic profile of Shiga-toxin–producing Escherichia coli O104: H4 outbreak in Germany. N. Engl. J. Med. 2011, 365, 1771–1780. [Google Scholar] [CrossRef]
  12. Bai, X.; Zhang, J.; Ambikan, A.; Jernberg, C.; Ehricht, R.; Scheutz, F.; Matussek, A. Molecular characterization and comparative genomics of clinical hybrid Shiga toxin-producing and enterotoxigenic Escherichia coli (STEC/ETEC) strains in Sweden. Sci. Rep. 2019, 9, 5619. [Google Scholar] [CrossRef]
  13. Lee, W.; Kim, M.H.; Sung, S.; Kim, E.; An, E.S.; Kim, S.H.; Kim, S.H.; Kim, H.Y. Genome-Based Characterization of Hybrid Shiga Toxin-Producing and Enterotoxigenic Escherichia coli (STEC/ETEC) Strains Isolated in South Korea, 2016–2020. Microorganisms 2023, 11, 1285. [Google Scholar] [CrossRef] [PubMed]
  14. Méndez-Moreno, E.; Caporal-Hernandez, L.; Méndez-Pfeiffer, P.; Enciso-Martínez, Y.; De la Rosa López, R.; Valencia, D. Characterization of Diarreaghenic Escherichia coli Strains Isolated from Healthy Donors, including a Triple Hybrid Strain. Antibiotics 2022, 11, 833. [Google Scholar] [CrossRef] [PubMed]
  15. Ortega-Enríquez, J.Z.; Arenas-Hernández, M.M.; Barrios-Villa, E. Draft genome sequence of a triple hybrid Escherichia coli strain isolated from a healthy donor feces. Microbiol. Resour. Announc. 2014, 13, e00113-24. [Google Scholar] [CrossRef] [PubMed]
  16. Bankevich, A.; Nurk, S.; Antipov, D.; Gurevich, A.A.; Dvorkin, M.; Kulikov, A. SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing. J. Comput. Biol. 2012, 19, 455–477. [Google Scholar] [CrossRef] [PubMed]
  17. Aziz, R.K.; Bartels, D.; Best, A.A.; DeJongh, M.; Disz, T.; Edwards, R.A.; Formsma, K.; Gerdes, S.; Glass, E.M.; Kubal, M.; et al. The RAST Server: Rapid annotations using subsystems technology. BMC Genom. 2008, 9, 75. [Google Scholar] [CrossRef] [PubMed]
  18. Tatusova, T.; DiCuccio, M.; Badretdin, A.; Chetvernin, V.; Nawrocki, E.P.; Zaslavsky, L.; Lomsadze, A.; Pruitt, K.D.; Borodovsky, M.; Ostell, J. NCBI Prokaryotic Genome Annot. Pipeline. Nucleic Acids Res. 2016, 44, 6614–6624. [Google Scholar] [CrossRef] [PubMed]
  19. Bertelli, C.; Laird, M.R.; Williams, K.P.; Simon Fraser University Research Computing Group; Lau, B.Y.; Hoad, G.; Winsor, G.L.; Brinkman, F.S.L. IslandViewer 4: Expanded prediction of genomic islands for larger-scale datasets. Nucleic Acids Res. 2017, 45, W30–W35. [Google Scholar] [CrossRef] [PubMed]
  20. Grant, J.R.; Enns, E.; Marinier, E.; Mandal, A.; Herman, E.K.; Chen, C.Y.; Graham, M.; Van Domselaar, G.; Stothard, P. Proksee: In-depth characterization and visualization of bacterial genomes. Nucleic Acids Res. 2023, 51, W484–W492. [Google Scholar] [CrossRef] [PubMed]
  21. Jain, C.; Rodriguez-R, L.M.; Phillippy, A.M.; Konstantinidis, K.T.; Aluru, S. High throughput ANI analysis of 90K prokaryotic genomes reveals clear species boundaries. Nat. Commun. 2018, 9, 5114. [Google Scholar] [CrossRef]
  22. Joensen, K.G.; Tetzschner, A.M.; Iguchi, A.; Aarestrup, F.M.; Scheutz, F. Rapid and easy in silico serotyping of Escherichia coli using whole genome sequencing (WGS) data. J. Clin. Microbiol. 2015, 53, 2410–2426. [Google Scholar] [CrossRef]
  23. Roer, L.; Tchesnokova, V.; Allesøe, R.; Muradova, M.; Chattopadhyay, S.; Ahrenfeldt, J.; Thomsen, M.C.F.; Lund, O.; Hansen, F.; Hammerum, A.M.; et al. Development of a Web Tool for Escherichia coli Subtyping Based on fimH Alleles. J. Clin. Microbiol. 2017, 55, 2538–2543. [Google Scholar] [CrossRef] [PubMed]
  24. Bortolaia, V.; Kaas, R.S.; Ruppe, E.; Roberts, M.C.; Schwarz, S.; Cattoir, V.; Philippon, A.; Allesoe, R.L.; Rebelo, A.R.; Florensa, A.F.; et al. ResFinder 4.0 for predictions of phenotypes from genotypes. J. Antimicrob. Chemother. 2020, 75, 3491–3500. [Google Scholar] [CrossRef] [PubMed]
  25. Zankari, E.; Allesøe, R.; Joensen, K.G.; Cavaco, L.M.; Lund, O.; Aarestrup, F.M. PointFinder: A novel web tool for WGS-based detection of antimicrobial resistance associated with chromosomal point mutations in bacterial pathogens. J. Antimicrob. Chemother. 2020, 72, 2764–2768. [Google Scholar] [CrossRef] [PubMed]
  26. Camacho, C.; Coulouris, G.; Avagyan, V.; Ma, N.; Papadopoulos, J.; Bealer, K.; Madden, T.L. BLAST+: Architecture and applications. BMC Bioinform. 2009, 10, 421. [Google Scholar] [CrossRef] [PubMed]
  27. Alcock, B.P.; Huynh, W.; Chalil, R.; Smith, K.W.; Raphenya, A.R.; A Wlodarski, M.; Edalatmand, A.; Petkau, A.; A Syed, S.; Tsang, K.K.; et al. CARD 2023: Expanded curation, support for machine learning, and resistome prediction at the Comprehensive Antibiotic Resistance Database. Nucleic Acids Res. 2023, 51, D690–D699. [Google Scholar] [CrossRef] [PubMed]
  28. Joensen, K.G.; Scheutz, F.; Lund, O.; Hasman, H.; Kaas, R.S.; Nielsen, E.M.; Aarestrup, F.M. Real-time whole-genome sequencing for routine typing, surveillance, and outbreak detection of verotoxigenic Escherichia coli. J. Clin. Microbiol. 2014, 52, 1501–1510. [Google Scholar] [CrossRef]
  29. Malberg Tetzschner, A.M.; Johnson, J.R.; Johnston, B.D.; Lund, O.; Scheutz, F. In Silico Genotyping of Escherichia coli Isolates for Extraintestinal Virulence Genes by Use of Whole-Genome Sequencing Data. J. Clin. Microbiol. 2020, 58, e01269-20. [Google Scholar] [CrossRef] [PubMed]
  30. Johansson MH, K.; Bortolaia, V.; Tansirichaiya, S.; Aarestrup, F.M.; Roberts, A.P.; Petersen, T.N. Detection of mobile genetic elements associated with antibiotic resistance in Salmonella enterica using a newly developed web tool: MobileElementFinder. J. Antimicrob. Chemother. 2021, 76, 101–109. [Google Scholar] [CrossRef] [PubMed]
  31. Carattoli, A.; Zankari, E.; Garcia-Fernandez, A.; Voldby Larsen, M.; Lund, O.; Villa, L.; Aarestrup, F.M.; Hasman, H. PlasmidFinder and pMLST: In silico detection and typing of plasmids. Antimicrob. Agents Chemother. 2014, 58, 3895–3903. [Google Scholar] [CrossRef]
  32. Larsen, M.; Cosentino, S.; Rasmussen, S.; Rundsten, C.; Hasman, H.; Marvig, R.; Jelsbak, L.; Sicheritz-Pontón, T.; Ussery, D.; Aarestrup, F.; et al. Multilocus Sequence Typing of Total Genome Sequenced Bacteria. J. Clin. Microbiol. 2021, 50, 1355–1361. [Google Scholar] [CrossRef]
  33. Bartual, S.; Seifert, H.; Hippler, C.; Luzon, M.; Wisplinghoff, H.; Rodríguez-Valera, F. Development of a multilocus sequence typing scheme for characterization of clinical isolates of Acinetobacter baumannii. J. Clin. Microbiol. 2005, 43, 4382–4390. [Google Scholar] [CrossRef]
  34. Griffiths, D.; Fawley, W.; Kachrimanidou, M.; Bowden, R.; Crook, D.; Fung, R.; Golubchik, T.; Harding, R.; Jeffery, K.; Jolley, K.; et al. Multilocus sequence typing of Clostridium difficile. J. Clin. Microbiol. 2010, 48, 770–778. [Google Scholar] [CrossRef]
  35. Lemee, L.; Dhalluin, A.; Pestel-Caron, M.; Lemeland, J.; Pons, J. Multilocus sequence typing analysis of human and animal Clostridium difficile isolates of various toxigenic types. J. Clin. Microbiol. 2004, 42, 2609–2617. [Google Scholar] [CrossRef]
  36. Wirth, T.; Falush, D.; Lan, R.; Colles, F.; Mensa, P.; Wieler, L.; Karch, H.; Reeves, P.; Maiden, M.; Ochman, H.; et al. Sex and virulence in Escherichia coli: An evolutionary perspective. Mol. Microbiol. 2006, 60, 1136–1151. [Google Scholar] [CrossRef]
  37. Jaureguy, F.; Landraud, L.; Passet, V.; Diancourt, L.; Frapy, E.; Guigon, G.; Carbonnelle, E.; Lortholary, O.; Clermont, O.; Denamur, E.; et al. Phylogenetic and genomic diversity of human bacteremic Escherichia Coli Strains. BMC Genom. 2008, 9, 560. [Google Scholar] [CrossRef]
  38. Kaas, R.S.; Leekitcharoenphon, P.; Aarestrup, F.M.; Lund, O. Solving the Problem of Comparing Whole Bacterial Genomes across Different Sequencing Platforms. PLoS ONE 2014, 9, e104984. [Google Scholar] [CrossRef]
  39. Letunic, I.; Bork, P. Interactive Tree Of Life (iTOL) v5: An online tool for phylogenetic tree display and annotation. Nucleic Acids Res. 2021, 49, W293–W296. [Google Scholar] [CrossRef]
  40. Doumith, M.; Day, M.; Ciesielczuk, H.; Hope, R.; Underwood, A.; Reynolds, R.; Wain, J.; Livermore, D.M.; Woodford, N. Rapid identification of major Escherichia coli sequence types causing urinary tract and bloodstream infections. J. Clin. Microbiol. 2015, 53, 160–166. [Google Scholar] [CrossRef]
  41. Matsui, Y.; Hu, Y.; Rubin, J.; de Assis, R.S.; Suh, J.; Riley, L.W. Multilocus sequence typing of Escherichia coli isolates from urinary tract infection patients and from fecal samples of healthy subjects in a college community. MicrobiologyOpen 2021, 9, 1225–1233. [Google Scholar] [CrossRef]
  42. Guerra, J.A.; Romero-Herazo, Y.C.; Arzuza, O.; Gómez-Duarte, O.G. Phenotypic and genotypic characterization of enterotoxigenic Escherichia coli clinical isolates from northern Colombia, South America. BioMed Res. Int. 2014, 2014, 236260. [Google Scholar] [CrossRef]
  43. Liu, C.M.; Stegger, M.; Aziz, M.; Johnson, T.J.; Waits, K.; Nordstrom, L.; Gauld, L.; Weaver, B.; Rolland, D.; Statham, S.; et al. Escherichia coli ST131-H22 as a Foodborne Uropathogen. mBio 2018, 9, e00470-18. [Google Scholar] [CrossRef] [PubMed]
  44. Barrios-Villa, E.; Martínez de la Peña, C.F.; Lozano-Zaraín, P.; Cevallos, M.A.; Torres, C.; Torres, A.G.; del Carmen Rocha-Gracia, R. Comparative genomics of a subset of Adherent/Invasive Escherichia coli strains isolated from individuals without inflammatory bowel disease. Genomics 2020, 112, 1813–1820. [Google Scholar] [CrossRef] [PubMed]
  45. Yasir, M.; Farman, M.; Shah, M.W.; Jiman-Fatani, A.A.; Othman, N.A.; Almasaudi, S.B.; Alawi, M.; Shakil, S.; Al-Abdullah, N.; Ismaeel, N.A.; et al. Genomic and antimicrobial resistance genes diversity in multidrug-resistant CTX-M-positive isolates of Escherichia coli at a health care facility in Jeddah. J. Infect. Public Health 2020, 13, 94–100. [Google Scholar] [CrossRef] [PubMed]
  46. Manageiro, V.; Jones-Dias, D.; Ferreira, E.; Caniça, M. Plasmid-Mediated Colistin Resistance (mcr-1) in Escherichia coli from Non-Imported Fresh Vegetables for Human Consumption in Portugal. Microorganisms 2020, 8, 429. [Google Scholar] [CrossRef] [PubMed]
  47. Díaz-Jiménez, D.; García-Meniño, I.; Herrera, A.; García, V.; López-Beceiro, A.M.; Alonso, M.P.; Blanco, J.; Mora, A. Genomic Characterization of Escherichia coli Isolates Belonging to a New Hybrid aEPEC/ExPEC Pathotype O153:H10-A-ST10 eae-beta1 Occurred in Meat, Poultry, Wildlife and Human Diarrheagenic Samples. Antibiotics 2020, 9, 192. [Google Scholar] [CrossRef] [PubMed]
  48. Jørgensen, S.L.; Stegger, M.; Kudirkiene, E.; Lilje, B.; Poulsen, L.L.; Ronco, T.; Dos Santos, T.P.; Kiil, K.; Bisgaard, M.; Pedersen, K.; et al. Diversity and Population Overlap between Avian and Human Escherichia coli Belonging to Sequence Type 95. mSphere 2019, 4, e00333-18. [Google Scholar] [CrossRef] [PubMed]
  49. Hayashi, W.; Tanaka, H.; Taniguchi, Y.; Iimura, M.; Soga, E.; Kubo, R.; Matsuo, N.; Kawamura, K.; Arakawa, Y.; Nagano, Y.; et al. Acquisition of mcr-1 and Cocarriage of Virulence Genes in Avian Pathogenic Escherichia coli Isolates from Municipal Wastewater Influents in Japan. Appl. Environ. Microbiol. 2019, 85, e01661-19. [Google Scholar] [CrossRef]
  50. Barrera, S.; Vázquez-Flores, S.; Needle, D.; Rodríguez-Medina, N.; Iglesias, D.; Sevigny, J.L.; Gordon, L.M.; Simpson, S.; Thomas, W.K.; Rodulfo, H.; et al. Serovars, Virulence and Antimicrobial Resistance Genes of Non-Typhoidal Salmonella Strains from Dairy Systems in Mexico. Antibiotics 2023, 12, 1662. [Google Scholar] [CrossRef]
  51. Jibril, A.H.; Okeke, I.N.; Dalsgaard, A.; Menéndez, V.G.; Olsen, J.E. Genomic analysis of antimicrobial resistance and resistance plasmids in Salmonella serovars from poultry in Nigeria. Antibiotics 2021, 10, 99. [Google Scholar] [CrossRef]
  52. Shelenkov, A.; Mikhaylova, Y.; Voskanyan, S.; Egorova, A.; Akimkin, V. Whole-Genome Sequencing Revealed the Fusion Plasmids Capable of Transmission and Acquisition of Both Antimicrobial Resistance and Hypervirulence Determinants in Multidrug-Resistant Klebsiella pneumoniae Isolates. Microorganisms 2023, 11, 1314. [Google Scholar] [CrossRef]
  53. Mousavi, Z.E.; Koolman, L.; Macori, G.; Fanning, S.; Butler, F. Comprehensive Genomic Characterization of Cronobacter sakazakii Isolates from Infant Formula Processing Facilities Using Whole-Genome Sequencing. Microorganisms 2023, 11, 2749. [Google Scholar] [CrossRef] [PubMed]
  54. Rozwandowicz, M.; Brouwer MS, M.; Fischer, J.; Wagenaar, J.A.; Gonzalez-Zorn, B.; Guerra, B.; Mevius, D.J.; Hordijk, J. Plasmids carrying antimicrobial resistance genes in Enterobacteriaceae. J. Antimicrob. Chemother. 2018, 73, 1121–1137. [Google Scholar] [CrossRef] [PubMed]
  55. Balbuena-Alonso, M.G.; Cortés-Cortés, G.; Kim, J.W.; Lozano-Zarain, P.; Camps, M.; Del Carmen Rocha-Gracia, R. Genomic analysis of plasmid content in food isolates of E. coli strongly supports its role as a reservoir for the horizontal transfer of virulence and antibiotic resistance genes. Plasmid 2022, 123–124, 102650. [Google Scholar] [CrossRef]
  56. Yang, X.; Liu, X.; Xu, Y.; Chan, E.W.; Zhang, R.; Chen, S. An IncB/O/K/Z conjugative plasmid encodes resistance to azithromycin and mediates transmission of virulence plasmid in Klebsiella pneumoniae. Int. J. Antimicrob. Agents 2022, 60, 106683. [Google Scholar] [CrossRef] [PubMed]
  57. Vale, F.F.; Lehours, P.; Yamaoka, Y. The role of Mobile genetic elements in bacterial evolution and their adaptability. Front. Microbiol. 2022, 13, 849667. [Google Scholar] [CrossRef] [PubMed]
  58. Heieck, K.; Brück, T. Localization of Insertion Sequences in Plasmids for L-Cysteine Production in E. coli. Genes 2023, 14, 1317. [Google Scholar] [CrossRef] [PubMed]
  59. Loftsdóttir, H.; Söderlund, R.; Jinnerot, T.; Eriksson, E.; Bongcam-Rudloff, E.; Aspán, A. Dynamics of insertion sequence element IS629 inactivation of verotoxin 2 genes in Escherichia coli O157:H7. FEMS Microbiol. Lett. 2017, 364, fnx074. [Google Scholar] [CrossRef] [PubMed]
  60. Fordham, S.M.E.; Mantzouratou, A.; Sheridan, E. Prevalence of insertion sequence elements in plasmids relating to mgrB gene disruption causing colistin resistance in Klebsiella pneumoniae. MicrobiologyOpen 2022, 11, e1262. [Google Scholar] [CrossRef] [PubMed]
  61. Shepard, S.M.; Danzeisen, J.L.; Isaacson, R.E.; Seemann, T.; Achtman, M.; Johnson, T.J. Genome sequences and phylogenetic analysis of K88- and F18-positive porcine enterotoxigenic Escherichia coli. J. Bacteriol. 2012, 194, 395–405. [Google Scholar] [CrossRef]
  62. Minnick, M.F. Functional Roles and Genomic Impact of Miniature Inverted-Repeat Transposable Elements (MITEs) in Prokaryotes. Genes 2024, 15, 328. [Google Scholar] [CrossRef]
  63. Fattash, I.; Rooke, R.; Wong, A.; Hui, C.; Luu, T.; Bhardwaj, P.; Yang, G. Miniature inverted-repeat transposable elements: Discovery, distribution, and activity. Genome 2013, 56, 475–486. [Google Scholar] [CrossRef] [PubMed]
  64. Klai, K.; Zidi, M.; Chénais, B.; Denis, F.; Caruso, A.; Casse, N.; Mezghani Khemakhem, M. Miniature Inverted-Repeat Transposable Elements (MITEs) in the Two Lepidopteran Genomes of Helicoverpa armigera and Helicoverpa Zea. Insects 2022, 13, 313. [Google Scholar] [CrossRef] [PubMed]
  65. Momose, M.; Abe, Y.; Ozeki, Y. Miniature inverted-repeat transposable elements of Stowaway are active in potato. Genetics 2010, 186, 59–66. [Google Scholar] [CrossRef] [PubMed]
  66. Wang, Y.; Liu, Y.; Lyu, N.; Li, Z.; Ma, S.; Cao, D.; Zhu, B. The temporal dynamics of antimicrobial-resistant Salmonella enterica and predominant serovars in China. Natl. Sci. Rev. 2023, 10, nwac269. [Google Scholar] [CrossRef] [PubMed]
  67. Núñez-Samudio, V.; Pimentel-Peralta, G.; De La Cruz, A.; Landires, I. Genetic Diversity and New Sequence Types of Escherichia coli Coharboring β-Lactamases and PMQR Genes Isolated from Domestic Dogs in Central Panama. Genes 2022, 14, 73. [Google Scholar] [CrossRef] [PubMed]
  68. Magaña-Lizárraga, J.A.; Ahumada-Santos, Y.P.; Parra-Unda, J.R.; de Jesús Uribe-Beltrán, M.; Vega-López, I.F.; Prieto-Alvarado, R.; Báez-Flores, M.E. Draft genome sequence of Escherichia coli M51-3: A multidrug-resistant strain assigned as ST131-H30 recovered from infant diarrheal infection in Mexico. J. Glob. Antimicrob. Resist. 2019, 19, 311–312. [Google Scholar] [CrossRef] [PubMed]
  69. Núñez-Samudio, V.; Pecchio, M.; Pimentel-Peralta, G.; Quintero, Y.; Herrera, M.; Landires, I. Molecular Epidemiology of Escherichia coli Clinical Isolates from Central Panama. Antibiotics 2021, 10, 899. [Google Scholar] [CrossRef] [PubMed]
  70. Iqbal, J.; Malviya, N.; Gaddy, J.A.; Zhang, C.; Seier, A.J.; Haley, K.P.; Doster, R.S.; Farfán-García, A.E.; Gómez-Duarte, O.G. Enteroinvasive Escherichia coli O96:H19 is an Emergent Biofilm-Forming Pathogen. J. Bacteriol. 2022, 204, e0056221. [Google Scholar] [CrossRef]
  71. Vogt, N.A.; Hetman, B.M.; Pearl, D.L.; Vogt, A.A.; Reid-Smith, R.J.; Parmley, E.J.; Janecko, N.; Bharat, A.; Mulvey, M.R.; Ricker, N.; et al. Using whole-genome sequence data to examine the epidemiology of Salmonella, Escherichia coli and associated antimicrobial resistance in raccoons (Procyon lotor), swine manure pits, and soil samples on swine farms in southern Ontario, Canada. PLoS ONE 2021, 16, e0260234. [Google Scholar] [CrossRef]
  72. Vasconcelos, P.C.; Leite, E.L.; Araújo, W.J.; Silva, N.M.V.; Saraiva, M.M.S.; Santos Filho, L.; Freitas Neto, O.C.; Givisiez, P.E.N.; Oliveira, C.J.B. Draft genome sequence of mcr-1-mediated colistin-resistant Escherichia coli ST359 from chicken carcasses in Northeastern Brazil. J. Glob. Antimicrob. Resist. 2020, 23, 135–136. [Google Scholar] [CrossRef]
  73. Boyd, E.; Trmcic, A.; Taylor, M.; Shyng, S.; Hasselback, P.; Man, S.; Tchao, C.; Stone, J.; Janz, L.; Hoang, L.; et al. Escherichia coli O121 outbreak associated with raw milk Gouda-like cheese in British Columbia, Canada, 2018. Can. Commun. Dis. Rep. 2021, 47, 11–16. [Google Scholar] [CrossRef] [PubMed]
  74. Papa-Ezdra, R.; Grill Diaz, F.; Vieytes, M.; García-Fulgueiras, V.; Caiata, L.; Ávila, P.; Brasesco, M.; Christophersen, I.; Cordeiro, N.F.; Algorta, G.; et al. First three Escherichia coli isolates harbouring mcr-1 in Uruguay. J. Glob. Antimicrob. Resist. 2020, 20, 187–190. [Google Scholar] [CrossRef] [PubMed]
  75. Orsi, H.; Guimarães, F.F.; Leite, D.S.; Guerra, S.T.; Joaquim, S.F.; Pantoja, J.C.F.; Hernandes, R.T.; Lucheis, S.B.; Ribeiro, M.G.; Langoni, H.; et al. Characterization of mammary pathogenic Escherichia coli reveals the diversity of Escherichia coli isolates associated with bovine clinical mastitis in Brazil. J. Dairy Sci. 2023, 106, 1403–1413. [Google Scholar] [CrossRef] [PubMed]
  76. Anderson, R.E.V.; Chalmers, G.; Murray, R.; Mataseje, L.; Pearl, D.L.; Mulvey, M.; Topp, E.; Boerlin, P. Characterization of Escherichia coli and Other Enterobacterales Resistant to Extended-Spectrum Cephalosporins Isolated from Dairy Manure in Ontario, Canada. Appl. Environ. Microbiol. 2023, 89, e0186922. [Google Scholar] [CrossRef] [PubMed]
  77. Loayza-Villa, F.; Salinas, L.; Tijet, N.; Villavicencio, F.; Tamayo, R.; Salas, S.; Rivera, R.; Villacis, J.; Satan, C.; Ushiña, L.; et al. Diverse Escherichia coli lineages from domestic animals carrying colistin resistance gene mcr-1 in an Ecuadorian household. J. Glob. Antimicrob. Resist. 2020, 22, 63–67. [Google Scholar] [CrossRef] [PubMed]
  78. Hernández-Fillor, R.E.; Brilhante, M.; Marrero-Moreno, C.M.; Baez, M.; Espinosa, I.; Perreten, V. Characterization of Third-Generation Cephalosporin-Resistant Escherichia coli Isolated from Pigs in Cuba Using Next-Generation Sequencing. Microb. Drug Resist. 2021, 27, 1003–1010. [Google Scholar] [CrossRef] [PubMed]
  79. Silva-Sánchez, J.; Duran-Bedolla, J.; Lozano, L.; Reyna-Flores, F.; Bacterial Resistance Consortium; Barrios-Camacho, H. Molecular characterization of Escherichia coli producing extended-spectrum β-lactamase CTX-M-14 and CTX-M-28 in Mexico. Braz. J. Microbiol. 2024, 55, 309–314. [Google Scholar] [CrossRef] [PubMed]
  80. Liao, N.; Borges, C.A.; Rubin, J.; Hu, Y.; Ramirez, H.A.; Chen, J.; Zhou, B.; Zhang, Y.; Zhang, R.; Jiang, J.; et al. Prevalence of β-Lactam Drug-Resistance Genes in Escherichia coli Contaminating Ready-to-Eat Lettuce. Foodborne Pathog. Dis. 2020, 17, 739–742. [Google Scholar] [CrossRef]
  81. Espinoza, L.L.; Huamán, D.C.; Cueva, C.R.; Gonzales, C.D.; León, Y.I.; Espejo, T.S.; Monge, G.M.; Alcántara, R.R.; Hernández, L.M. Genomic analysis of multidrug-resistant Escherichia coli strains carrying the mcr-1 gene recovered from pigs in Lima-Peru. Comp. Immunol. Microbiol. Infect. Dis. 2023, 99, 102019. [Google Scholar] [CrossRef]
  82. Aworh, M.K.; Thakur, S.; Gensler, C.; Harrell, E.; Harden, L.; Fedorka-Cray, P.J.; Jacob, M. Characteristics of antimicrobial resistance in Escherichia coli isolated from retail meat products in North Carolina. PLoS ONE 2024, 19, e0294099. [Google Scholar] [CrossRef]
  83. Weiler, N.; Martínez, L.J.; Campos, J.; Poklepovich, T.; Orrego, M.V.; Ortiz, F.; Alvarez, M.; Putzolu, K.; Zolezzi, G.; Miliwebsky, E.; et al. First molecular characterization of Escherichia coli O157:H7 isolates from clinical samples in Paraguay using whole-genome sequencing. Rev. Argent. Microbiol. 2023, 55, 111–119. [Google Scholar] [CrossRef] [PubMed]
  84. Furlan, J.P.R.; Savazzi, E.A.; Stehling, E.G. Widespread high-risk clones of multidrug-resistant extended-spectrum β-lactamase-producing Escherichia coli B2-ST131 and F-ST648 in public aquatic environments. Int. J. Antimicrob. Agents 2020, 56, 106040. [Google Scholar] [CrossRef] [PubMed]
  85. Ballash, G.A.; Mollenkopf, D.F.; Diaz-Campos, D.; van Balen, J.C.; Cianciolo, R.E.; Wittum, T.E. Pathogenomics and clinical recurrence influence biofilm capacity of Escherichia coli isolated from canine urinary tract infections. PLoS ONE 2022, 17, e0270461. [Google Scholar] [CrossRef]
  86. Calero-Cáceres, W.; Tadesse, D.; Jaramillo, K.; Villavicencio, X.; Mero, E.; Lalaleo, L.; Welsh, C.; Villacís, J.E.; Quentin, E.; Parra, H.; et al. Characterization of the genetic structure of mcr-1 gene among Escherichia coli isolates recovered from surface waters and sediments from Ecuador. Sci. Total Environ. 2022, 806 Pt 2, 150566. [Google Scholar] [CrossRef] [PubMed]
  87. Liao, J.; Bergholz, P.; Wiedmann, M. Adjacent Terrestrial Landscapes Impact the Biogeographical Pattern of Soil Escherichia coli Strains in Produce Fields by Modifying the Importance of Environmental Selection and Dispersal. Appl. Environ. Microbiol. 2021, 87, e02516-20. [Google Scholar] [CrossRef] [PubMed]
  88. Aristizábal-Hoyos, A.M.; Rodríguez, E.A.; Arias, L.; Jiménez, J.N. High clonal diversity of multidrug-resistant and extended spectrum beta-lactamase-producing Escherichia coli in a wastewater treatment plant. Lett. Appl. Microbiol. 2019, 69, 431–437. [Google Scholar] [CrossRef] [PubMed]
  89. Rasko, D.A.; Del Canto, F.; Luo, Q.; Fleckenstein, J.M.; Vidal, R.; Hazen, T.H. Comparative genomic analysis and molecular examination of the diversity of enterotoxigenic Escherichia coli isolates from Chile. PLoS Neglected Trop. Dis. 2019, 13, e0007828. [Google Scholar] [CrossRef]
  90. Martins, J.C.L.; Pintor-Cora, A.; Alegría, Á.; Santos, J.A.; Herrera-Arias, F. Characterization of ESBL-producing Escherichia spp. and report of an mcr-1 colistin-resistance Escherichia fergusonni strain from minced meat in Pamplona, Colombia. Int. J. Food Microbiol. 2023, 394, 110168. [Google Scholar] [CrossRef]
Figure 1. Map of the genomic islands (GIs) found in the analyzed genomes. GIs found in the sequenced strains (Supplementary Materials Table S1). Ec-25.2 has more GIs of phage origin and does not show the GI46 corresponding to mobile genetic elements compared to the other two strains (Ec-36.1 and 36.4). The strains Ec-36.1 and Ec-36.4 share mainly GIs of phage origin and mobile genetic elements. GIs are highlighted based on their origin or function: Phages in blue; mobile genetic elements, green; virulence GIs, pink; related to adhesion as fimbriae, orange; toxin–antitoxin systems, yellow; antibiotic resistance GIs.
Figure 1. Map of the genomic islands (GIs) found in the analyzed genomes. GIs found in the sequenced strains (Supplementary Materials Table S1). Ec-25.2 has more GIs of phage origin and does not show the GI46 corresponding to mobile genetic elements compared to the other two strains (Ec-36.1 and 36.4). The strains Ec-36.1 and Ec-36.4 share mainly GIs of phage origin and mobile genetic elements. GIs are highlighted based on their origin or function: Phages in blue; mobile genetic elements, green; virulence GIs, pink; related to adhesion as fimbriae, orange; toxin–antitoxin systems, yellow; antibiotic resistance GIs.
Microbiolres 15 00095 g001
Figure 2. UPGMA SNP-based phylogenetic tree. Graphic representation of the SNPs variant calling of the genomes Ec-25.2, Ec-36.1, and Ec-36.4 and compared against those obtained from the reference genomes (Supplementary Materials Table S3). Squares at branch tips represent the fimH variant; colored strips indicate the ST (sequence type) to which the genome belongs; the multiple chart bar represents de number of MGEs (Mobile Genetic Elements). EPEC (enteropathogenic E. coli E2348/69), ETEC (enterotoxigenic E. coli H10407), EHEC (enterohemorrhagic E. coli 10942), EAEC (enteroaggregative E. coli SAMEA7457016), EIEC (enteroinvasive E. coli 53638), and DAEC (diffusely adherent E. coli SK1144), UPEC (uropathogenic E. coli CFT073), APEC (Avian Pathogenic E. coli 102026), AIEC (adherent-invasive E. coli LF82), NMEC (neonatal meningitis E. coli NMEC O18) and E. coli K12 (commensal).
Figure 2. UPGMA SNP-based phylogenetic tree. Graphic representation of the SNPs variant calling of the genomes Ec-25.2, Ec-36.1, and Ec-36.4 and compared against those obtained from the reference genomes (Supplementary Materials Table S3). Squares at branch tips represent the fimH variant; colored strips indicate the ST (sequence type) to which the genome belongs; the multiple chart bar represents de number of MGEs (Mobile Genetic Elements). EPEC (enteropathogenic E. coli E2348/69), ETEC (enterotoxigenic E. coli H10407), EHEC (enterohemorrhagic E. coli 10942), EAEC (enteroaggregative E. coli SAMEA7457016), EIEC (enteroinvasive E. coli 53638), and DAEC (diffusely adherent E. coli SK1144), UPEC (uropathogenic E. coli CFT073), APEC (Avian Pathogenic E. coli 102026), AIEC (adherent-invasive E. coli LF82), NMEC (neonatal meningitis E. coli NMEC O18) and E. coli K12 (commensal).
Microbiolres 15 00095 g002
Table 1. Resistance genes, virulence, and MGEs in the genomes of sequenced hybrid strains.
Table 1. Resistance genes, virulence, and MGEs in the genomes of sequenced hybrid strains.
StrainEc-25.2Ec-36.1Ec-36.4
fimH variantfimH27fimH54fimH54
Resistance genesFluoroquinolones (qnrB19); Aminoglycosides (aadA5; aac (6′)- lb-cr); Sulfonamides (sul1); Sulfamethoxazole-Trimethoprim (, dfrA17); Aminoglycosides (aac (6′)- lb-cr); Fluoroquinolones (qnrB)Aminoglycosides (aac (6′)- lb-cr); Fluoroquinolones (qnrB)
DisinfectantsitABCD (hydrogen peroxide), qacE (benzylconium chloride, ethidium bromide, chlorhexidine, cetylpyridinium chloride)NFNF
Efflux pumps associated with antibiotic resistanceFluoroquinolones (evgA, mdtH, marA, emrR, emrB); Tetracycline (emrY, evgA, marA); Macrolide (evgA); Monobactams (marA); Carbapenems (marA); Cephalosporins (marA).Macrolides (tolC, evgA,, gadX, mdtE); Tetracyclines (evgA, emrY); Nitroimidazole (msbA); Fluoroquinolones (tolC, acrA, acrB, mdtH, emrR, emrB, evgA, acrS, marA, gadX, mdtE, kdpDE, cpxA); Aminoglycosides (tolC, acrA, acrB, mdtH, emrR, emrB, evgA, acrS, marA, gadX, mdtE, kdpDE, cpxA); Carbapenems (tolC, acrA, acrB, mdtH, emrR,, emrB, evgA, AcrS, marA, gadX, mdtE, kdpDE, cpxA); Cephalosporins (tolC, acrA, acrB, mdtH, emrR, emrA, emrB, evgS, evgA, acrS, acrE, marA, gadX, mdtE, kdpDE, cpxA); Phenicols (tolC, acrA, acrB, mdtH, emrR, emrA, emrB, evgS, evgA, acrS, acrE, marA, gadX, mdtE, kdpDE, cpxA)Macrolides (msr(A), mph(C)); Tetracyclines (evgA, emrY); Streptogramin b (msrA); Nitroimidazole (msbA); Fluoroquinolones (tolC, acrA, acrB, mdtH, emrR,, emrB, evgA, acrS, marA, gadX, mdtE, kdpDE, cpxA); Aminoglycosides (tolC, acrA, acrB, mdtH, emrR,, emrB, evgA, acrS, marA, gadX, mdtE, kdpDE, cpxA); Carbapenems (tolC, acrA, acrB, mdtH, emrR,, emrB, evgA, AcrS, marA, gadX, mdtE, kdpDE, cpxA); Cephalosporins (tolC, acrA, acrB, mdtH, emrR, emrA, emrB, evgS, evgA, acrS, acrE, marA, gadX, mdtE, kdpDE, cpxA); Phenicols (tolC, acrA, acrB, mdtH, emrR,emrA, emrB, evgS, evgA, acrS, acrE, marA, gadX, mdtE, kdpDE, cpxA)
Virulence geneschuA, cia, eilA, fimH, fyuA, gad, hlyE, iha, irp2, iss, iucC, iutA, kpsE, kpsMII_K52, lpfA, ompT, papA, papC, sat, senB, sitA, terC, traJ, traT, yehA, yehB, yehC, yehDafaD, capU, cea, colE5, csgA, fimH, hlyE, iha, ireA, iucC, iutA, shiB, sigA, traT, yehA, yehB, yehC, yehDafaD, capU, cea, colE5, csgA, fimH, hlyE, iha, ireA, iucC, iutA, shiB, sigA, traT, yehA, yehB, yehC, yehD
MGEPlasmids: Col156, Col440I, Col(pHAD28), IncFIB, IncF11, IncI1-l. Insertion Sequences: IS629, ISEc46, ISEc38, ISKpn26, ISEc45. Miniature Inverted Repeat: MITEEc1.Plasmids: IncB/O/K/Z. Insertion Sequence: IS609, IS5, ISEc38, ISSfl3. Miniature Inverted Repeat: MITEEc1Plasmids: IncB/O/K/Z. Insertion Sequences: ISEc18, IS609, IS5, ISSso4, ISEc38, IS256, ISSfl3, ISSha1. Miniature Inverted Repeat: MITEEc1.
MGE: Mobile genetic element; chuA: Outer membrane hemin receptor; cia: Colicin; eilA: Salmonella HilA homolog; fimH: Type 1 fimbriae; fyuA: Yersiniabactin siderophore receptor; gad: Glutamate decarboxylase; hlyE: Avian E. coli haemolysin; ireA: Siderophore receptor; iha: Adherence protein; irp2: High molecular weight protein 2 non-ribosomal peptide synthetase; iss: Increased serum survival; iucC: Aerobactine synthetase; iutA: Ferric aerobactin receptor; kpsE: Capsule polysaccharide export inner-membrane protein; kpsMII_K52: Polysialic acid transport protein; Group 2 capsule; lpfA: Long polar fimbriae; ompT: Outer membrane protease (protein protease 7); papA: Major pilin subunit F16: papC: Outer membrane usher P fimbriae; sat: Serine protease autotransporters of Enterobacteriaceae (SPATE); senB: Plasmid-encoded enterotoxin; shiB: Homologs of the Shigella flexneri SHI-2 Pathogenicity island gene shiA; sigA: Serine protease autotransporters of enterobacteriaceae (SPATE); sitA: Iron transport protein; terC: Tellurium ion resistance protein; traJ: Positive regulator of conjugal transfer operon; traT: Outer membrane protein complement resistance; yehA: Outer membrane lipoprotein, YHD Fimbrial cluster; yehB: Usher, Yhd fimbrial cluster; yehC: Chaperone, YHD fimbrial cluster; yehD: Major pilin subunit YHD fimbrial cluster: afaD: Afimbrial adhesion; capU: Hexosyltransferase homolog; cea: Colicin E1; colE5: Colicin E5 lysis protein Lys; sitABCD: System mediates the transport of iron and manganese; qacE: Detection of biocide resistance genes; evgA: Positive regulator for efflux protein complexes EmrKY and MdtEF: mdtH: Multidrug resistance protein; emrR: Negative regulator for the EmrAB-TolC multidrug efflux pump; emrB: Translocase in the EmrB-TolC efflux protein; qnrB19: Plasmid-mediated quinolone resistance protein; emrY: Multidrug transport that moves substrates across the inner membrane of the gram-negative; aadA5: Aminoglycoside nucleotidyltransferase Gene; sul1: Sulfonamide resistant dihydropteroate synthase; dfrA17: Integron-encoded dihydrofolate reductase; tolC: Protein subunit of many multidrug efflux complexes; protein subunit of AcrA-AcrB-TolC multidrug efflux complex. acrA: Represents the periplasmic portion of the transport protein; acrB: Functions as a heterotrimer which forms the inner membrane component; acrE: Membrane fusion protein, similar to acrA; acrS: Repressor of the AcrAB efflux complex and is associated with the expression of AcrEF; gadX: AraC-family regulator that promotes mdtef expression to confer multidrug resistance; mdtE: Membrane fusion protein of the mdtef multidrug efflux complex; kdpDE: Two-component regulatory system in Escherichia coli. role in potassium transport and homeostasis; cpxA: Membrane-localized sensor kinase that is activated by envelope stress; marA: Transcriptional activator of genes involved in the multiple antibiotic resistance; msbA: Member of the MDR-ABC transporter group, transports lipid A; msr(A): Methionine sulfoxide reductase A; mph(C): Macrolide phosphotransferases; NF: Not found.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Ortega-Enríquez, J.Z.; Martínez-de la Peña, C.; Lara-Ochoa, C.; Rocha-Gracia, R.d.C.; Barrios-Villa, E.; Arenas-Hernández, M.M.P. Comparative Genomics of Three Hybrid-Pathogen Multidrug-Resistant Escherichia coli Strains Isolated from Healthy Donors’ Feces. Microbiol. Res. 2024, 15, 1412-1424. https://doi.org/10.3390/microbiolres15030095

AMA Style

Ortega-Enríquez JZ, Martínez-de la Peña C, Lara-Ochoa C, Rocha-Gracia RdC, Barrios-Villa E, Arenas-Hernández MMP. Comparative Genomics of Three Hybrid-Pathogen Multidrug-Resistant Escherichia coli Strains Isolated from Healthy Donors’ Feces. Microbiology Research. 2024; 15(3):1412-1424. https://doi.org/10.3390/microbiolres15030095

Chicago/Turabian Style

Ortega-Enríquez, Judith Z., Claudia Martínez-de la Peña, Cristina Lara-Ochoa, Rosa del Carmen Rocha-Gracia, Edwin Barrios-Villa, and Margarita M. P. Arenas-Hernández. 2024. "Comparative Genomics of Three Hybrid-Pathogen Multidrug-Resistant Escherichia coli Strains Isolated from Healthy Donors’ Feces" Microbiology Research 15, no. 3: 1412-1424. https://doi.org/10.3390/microbiolres15030095

Article Metrics

Back to TopTop