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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2025.1528408</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Virulence plasmids in edema disease: Insights from whole-genome analysis of porcine O139:H1 Shiga toxin-producing <italic>Escherichia coli</italic> (STEC) strains</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nemati</surname>
<given-names>Ali</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gigliucci</surname>
<given-names>Federica</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1656139/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Morabito</surname>
<given-names>Stefano</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/129862/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Badouei</surname>
<given-names>Mahdi Askari</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/246435/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>European Union Reference Laboratory (EURL) for Escherichia coli including Shiga toxin-producing E.&#xa0;coli (STEC), Department of Food Safety, Nutrition and Veterinary Public Health, Istituto Superiore di Sanit&#xe0;</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pathobiology, Faculty of Veterinary Medicine, Ferdowsi University of Mashhad</institution>, <addr-line>Mashhad</addr-line>, <country>Iran</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Muddassar Hameed, Virginia Tech, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jorge Blanco, University of Santiago de Compostela, Spain</p>
<p>Huapeng Feng, Zhejiang Sci-Tech University, China</p>
<p>Fanfan Zhang, Jiangxi Academy of Agricultural Sciences (CAAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ali Nemati, <email xlink:href="mailto:bac.fum@gmail.com">bac.fum@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1528408</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Nemati, Gigliucci, Morabito and Badouei</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Nemati, Gigliucci, Morabito and Badouei</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>This study investigates the plasmid sequences of porcine O139:H1 Shiga toxin-producing <italic>Escherichia coli</italic> (STEC) responsible for Edema Disease (ED). Whole-genome analysis reveals significant similarities between these strains and known plasmids, notably pW1316-2, which harbors key virulence genes like hemolysin (<italic>hlyA</italic>, <italic>hlyB</italic>) and adhesion factors (<italic>aidA-I</italic>, <italic>faeE</italic>). These genes contribute to the cytotoxicity and host colonization associated with ED. Additionally, similarities to plasmids from <italic>Shigella flexneri</italic> 2a highlight potential associations in virulence gene regulation, particularly via the <italic>Hha-H-NS</italic> complex. The identification of sequences resembling plasmid pB71 raises serious concerns about the emergence of highly pathogenic strains, as it includes tetracycline resistance genes (<italic>tetA</italic>, <italic>tetC</italic>, <italic>tetR</italic>). This research emphasizes the role of plasmid-like sequences in ED pathogenesis, indicating important implications for swine industry management and public health.</p>
</abstract>
<kwd-group>
<kwd>plasmid</kwd>
<kwd>O139:H1</kwd>
<kwd>Shiga toxin-producing <italic>Escherichia coli</italic>
</kwd>
<kwd>STEC</kwd>
<kwd>Edema disease</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="12"/>
<word-count count="3817"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Veterinary and Zoonotic Infection</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Background</title>
<p>Edema Disease (ED) is a sudden and severe form of toxemia caused by Shiga toxin-producing <italic>Escherichia coli</italic> (STEC) strains (<xref ref-type="bibr" rid="B34">Moxley, 2000</xref>). These isolates produce F18 fimbrial adhesins, &#x3b1;-hemolysin, and Shiga toxin 2e (<italic>stx2e</italic>), primarily affecting healthy, rapidly growing nursery pigs (<xref ref-type="bibr" rid="B13">Fairbrother and Nadeau, 2019</xref>). Following adhesion of STEC to the intestinal mucosa mediated by F18, <italic>stx2e</italic> enters the bloodstream, leading to&#xa0;vascular damage in various organs, including the brain and gastrointestinal tract (<xref ref-type="bibr" rid="B32">Marques&#xa0;et&#xa0;al., 1987</xref>). ED poses a significant economic burden on the pig industry, and its treatment is often ineffective due to the disease&#x2019;s sudden onset and rapid progression (<xref ref-type="bibr" rid="B16">Gale and Velazquez, 2020</xref>).</p>
<p>The prevalent STEC serogroups associated with ED include O138, O139, and O141, with a notable presence of serotypes O139:K82:H1, O141:K85:H4, and O138:K81:NM (<xref ref-type="bibr" rid="B41">Perrat et&#xa0;al., 2022</xref>). Key virulence factors, beside the F18 fimbriae, contributing to ED development include <italic>Stx2e</italic> and &#x3b1;-hemolysin (<xref ref-type="bibr" rid="B16">Gale and Velazquez, 2020</xref>). Their coding genes are typically harbored on plasmids, except for the <italic>stx2e</italic> gene, which is commonly integrated into the chromosome within a prophage (<xref ref-type="bibr" rid="B11">Denamur et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Gigliucci et&#xa0;al., 2021</xref>). The initial colonization of the porcine intestine by STEC causing ED is primarily mediated by F18 (F18ab or F18ac) and F4 (K88) adhesins (<xref ref-type="bibr" rid="B9">DebRoy et&#xa0;al., 2009</xref>). Additionally, bacterial AIDA (adhesin involved in diffuse adherence) also contributes to the initial phases of the pathogenic process (<xref ref-type="bibr" rid="B16">Gale and Velazquez, 2020</xref>). These adhesins are also encoded by genes described in plasmids of Enterobacterales members other than <italic>E. coli</italic>, particularly <italic>Shigella</italic> spp. and <italic>Salmonella enterica</italic>, indicating a potential mechanism of acquisition of these adhesins by STEC causing ED from these species (<xref ref-type="bibr" rid="B25">Keshmiri et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B3">Badouei et&#xa0;al., 2023</xref>). Horizontal transfer of virulence plasmids among STEC pathotypes is described and could be a mean to enhance the pathogenicity of ED strains and eventually leading to the emergence of hybrid pathotypes (<xref ref-type="bibr" rid="B7">Cointe et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B48">Tomeh et&#xa0;al., 2024</xref>). Characterizing these strains is therefore crucial for assessing their virulence potential, facilitating the development of detection methods, and understanding their evolution, to unravel potential implications for public health (<xref ref-type="bibr" rid="B36">Nemati et&#xa0;al., 2024</xref>).</p>
<p>Plasmid-encoded genes of porcine O139 STEC strains thus can influence various stages of ED pathophysiology, including those related with adhesion, invasion, colonization, and modulation of host immune responses (<xref ref-type="bibr" rid="B13">Fairbrother and Nadeau, 2019</xref>). Additionally, food contamination with STEC may pose significant concerns for food safety and public health (<xref ref-type="bibr" rid="B49">Tseng et&#xa0;al., 2014</xref>). In this study, we conducted a whole-genome sequencing-based study on a collection of Italian O139 STEC strains isolated from pigs with ED to investigate the structure of their plasmid-like sequences and to elucidate the possible ways such a plasmid was acquired by ED-associated STEC as well as the possibility to identify new relevant virulence factors carried on these sequences.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Bacterial strains</title>
<p>We analyzed a collection of 53 STEC O139:H1 strains isolated from pigs affected by ED in Italy, maintained in the National Reference Laboratory for <italic>E. coli</italic> collections at the Istituto Superiore di Sanit&#xe0;. Additionally, we included in this study 83 more STEC O139:H1 genomes retrieved from the GenBank and the European Nucleotide Archive (ENA) databases, from strains isolated from pigs or other sources (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>2</bold>
</xref>).</p>
</sec>
<sec id="s2_2">
<title>Whole-genome sequencing</title>
<p>To conduct whole genome sequencing (WGS), total DNA was extracted from a 2 mL overnight TSB culture of each strain grown at 37&#xb0;C using the GRS Genomic DNA Kit Bacteria (GRISP Research Solutions, Porto, Portugal). The majority of sequences were generated using Ion Torrent sequencing technology (Thermo Fisher Scientific, MA, USA). Sequencing libraries of approximately 400 bp were prepared from 100 ng of total DNA using the NEBNext Fast DNA Fragmentation &amp; Library Prep Set for Ion Torrent (New England BioLabs, MA, USA). These libraries were then processed through emulsion PCR and enrichment on the Ion OneTouch 2 System, followed by sequencing on an Ion Torrent S5 platform (Thermo Fisher Scientific, MA, USA) using the ION 520/530 KIT-OT2 (Thermo Fisher Scientific, MA, USA) according to the manufacturer&#x2019;s instructions. All genomic sequences are accessible at the GenBank (BioProject: PRJNA1152229).</p>
</sec>
<sec id="s2_3">
<title>Bioinformatic analyses</title>
<p>Most of the bioinformatic analyses to characterize the genomes were carried out using the tools available on the Galaxy public server ARIES (Istituto Superiore di Sanit&#xe0;, <ext-link ext-link-type="uri" xlink:href="https://www.iss.it/site/aries">https://www.iss.it/site/aries</ext-link>) (<xref ref-type="bibr" rid="B26">Knijn et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s2_4">
<title>Characterization of STEC strains</title>
<p>Single-end reads from the Ion Torrent S5 platform were assembled using SPADES version 3.12.0 with default parameters (<xref ref-type="bibr" rid="B4">Bankevich et&#xa0;al., 2012</xref>), and filtered using the Filter SPAdes repeats tool (<ext-link ext-link-type="uri" xlink:href="https://github.com/phac-nml/galaxy_tools">https://github.com/phac-nml/galaxy_tools</ext-link>) with default settings to eliminate repeated contigs or those &lt;1,000 bases in length. Paired-end reads were trimmed, filtered using the Extended Randomized Numerical alignEr&#x2013;filter (<xref ref-type="bibr" rid="B10">Del Fabbro et&#xa0;al., 2013</xref>), and <italic>de novo</italic> assembled using SPAdes version 3.10.0 (<xref ref-type="bibr" rid="B4">Bankevich et&#xa0;al., 2012</xref>).</p>
<p>Multilocus sequence typing was performed using the MentaLiST tool version 0.2.3 (<xref ref-type="bibr" rid="B14">Feijao et&#xa0;al., 2018</xref>), following the scheme developed by Wirth et&#xa0;al (<xref ref-type="bibr" rid="B52">Wirth et&#xa0;al., 2006</xref>). The assembled contigs were analyzed using BLAST (<ext-link ext-link-type="uri" xlink:href="http://blast.ncbi.nlm.nih.gov/Blast.cgi">http://blast.ncbi.nlm.nih.gov/Blast.cgi</ext-link>) and the blastn algorithm version 2.7.1 using different databases. Serotyping was determined by aligning the contigs with reference sequences for the O and H antigen genes (<xref ref-type="bibr" rid="B23">Joensen et&#xa0;al., 2015</xref>). Subtyping of <italic>stx</italic> was performed using the Shiga toxin typer tool v2.0 (<ext-link ext-link-type="uri" xlink:href="https://github.com/aknijn/shigatoxin-galaxy">https://github.com/aknijn/shigatoxin-galaxy</ext-link>), which conducts an optimized blastn search against the sequence database of <italic>stx</italic> subtypes developed by the Statens Serum Institut (<ext-link ext-link-type="uri" xlink:href="https://bitbucket.org/genomicepidemiology/virulencefinder_db/src/master/stx.fsa">https://bitbucket.org/genomicepidemiology/virulencefinder_db/src/master/stx.fsa</ext-link>).</p>
</sec>
<sec id="s2_5">
<title>Plasmid identification</title>
<p>BLAST + blastn was also used to detect the presence of plasmid-related sequences and their replicon types within the whole genome of the O139:H1 strains using the PlasmidFinder and PLSDB tools, with a minimum identity of 95% and minimum coverage of 60%. Additionally, we retrieved the most closely related plasmid sequences available online from the National Center for Biotechnology Information (NCBI) nucleotide collection database (accessed June 1, 2024). The focus of this analysis was on determining the similarity of these identified sequences to known reference plasmid sequences.</p>
</sec>
<sec id="s2_6">
<title>Identification of resistance genes, insertion sequence, and virulence factors</title>
<p>The identification of resistance genes was conducted by submitting the complete reference plasmid nucleotide sequence to the ResFinder web server with default parameters, which required a minimum identity of 90% and minimum coverage of 60% (<ext-link ext-link-type="uri" xlink:href="http://genepi.food.dtu.dk/resfinder">http://genepi.food.dtu.dk/resfinder</ext-link>) (<xref ref-type="bibr" rid="B53">Zankari et&#xa0;al., 2012</xref>). Similarly, the reference plasmid was submitted to the VFDB web server via the BLAST sequence-similarity (setB), also with default parameters, to identify virulence factors (<ext-link ext-link-type="uri" xlink:href="http://www.mgc.ac.cn/VFs/search_VFs.htm">http://www.mgc.ac.cn/VFs/search_VFs.htm</ext-link>) (<xref ref-type="bibr" rid="B28">Liu et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s2_7">
<title>Plasmids comparison</title>
<p>The Prokka tool (Galaxy Version 1.14.5) (<xref ref-type="bibr" rid="B43">Seemann, 2014</xref>) was used to perform functional annotation on the assembled sequences of the O139:H1 strains and reference plasmids, utilizing the <italic>E. coli</italic>-specific gene database and default parameters. Additionally, the Blast Ring Image Generator (BRIG) software v0.95 (<xref ref-type="bibr" rid="B2">Alikhan et&#xa0;al., 2011</xref>) was used with default parameters to compare and visually represent these plasmid-like sequences in relation to reference plasmids, highlighting regions of similarity and potential functional significance.</p>
</sec>
<sec id="s2_8">
<title>Virulence genes associations</title>
<p>The associations and clustering between the virulence genes identified on the reference plasmids were assessed using the STRING database (<ext-link ext-link-type="uri" xlink:href="https://string-db.org/">https://string-db.org/</ext-link>). The analyses were carried out following the updated instructions (The STRING database in 2023) (<xref ref-type="bibr" rid="B46">Szklarczyk et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_9">
<title>Phylogenomics analysis</title>
<p>We performed the analysis using core genome multilocus sequence typing (cgMLST) with the chewBBACA tool and the INNUENDO project&#x2019;s scheme, available on the Galaxy public server ARIES, which includes 2,360 loci (<xref ref-type="bibr" rid="B29">Llarena et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B45">Silva et&#xa0;al., 2018</xref>). Pairwise comparisons were deemed reliable when more than 80% of loci for each sample were assigned to an allele. The distances between strains were calculated by comparing allelic profiles pairwise, using the chewTree tool on the ARIES webserver. For each sample pair, alleles that were missing, partially identified, or incorrectly assigned to any locus were excluded. The resulting dendrogram was visualized using Newick Display on Galaxy Version 1.6 (<xref ref-type="bibr" rid="B24">Junier and Zdobnov, 2010</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Genomic characterization of O139:H1 STEC strains</title>
<p>Among the genomes of the 53 Italian strains examined, 50 were classified as ST1, and 3 as ST955. All strains were identified as O139:H1 serotype, with all the 53 strains carrying the <italic>stx2</italic> gene only, specifically subtype <italic>stx2e</italic>.</p>
<p>Among the additional 83 genomes retrieved from the public domain, 79 were classified as ST1, two as ST955, one as ST10859, and one as ST114. Of these, 79 strains carried the <italic>stx2</italic> gene, subtype <italic>stx2e</italic>, while the <italic>stx2</italic> subtypes in four isolates were not identified (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>2</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<title>Virulence plasmids</title>
<p>Three different reference plasmids were identified in the genome of studied isolates based on the similarity between plasmid-like sequences in the O139:H1 strains and the identified reference plasmid sequences according to the PLSDB (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>): <italic>Escherichia coli</italic> O139:H1 strain W13-16 plasmid pW1316-2 (Accession number: NZ_CP080237.1), <italic>Shigella flexneri</italic> 2a strain ATCC 29903 (Accession number: CP026790.1), and <italic>Salmonella enterica</italic> subsp. <italic>enterica</italic> serovar Typhimurium strain 21G7 isolate B71 plasmid pB71 (Accession number: NZ_KP899806.1). Moreover, some genome returned hits against <italic>Escherichia coli</italic> O111:H- str. 11128 plasmid pO111_1 (Accession number: NC_013365.1), <italic>Escherichia coli</italic> strain 15OD0495 plasmid p15ODAR (Accession number: NZ_MG904995.1), <italic>Escherichia coli</italic> strain ESBL3153 plasmid pESBL3153-IncX4 (Accession number: NZ_MW390521.1), and <italic>Escherichia coli</italic> strain 20Ec-P-124 plasmid pMRY16-002_3 (Accession number: NZ_AP017613.1) plasmids (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The identified reference plasmids in the genomes of the 53 Italian STEC strains which included: pW1316-2 (37/53, 69.8%), <italic>Shigella flexneri</italic> 2a (16/53, 30.1%), pB71 (15/53, 28.3%), pO111_1 (1/53, 1.8%), p15ODAR (1/53, 1.8%), pESBL3153-IncX4 (1/53, 1.8%), and pMRY16-002_3 (1/53, 1.8%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g001.tif"/>
</fig>
<p>We identified seven different replicon types among the plasmid-related sequences in the O139:H1 genomes based on the PlasmidFinder which included: IncI1-I(Alpha), IncI2, IncFIA(HI1), IncHI1B(R27), IncFII, IncX1, IncX4 (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Different plasmid replicon types detected among the identified plasmid-related sequences in the genomes of the 53 Italian STEC strains which included: IncI1-I(Alpha) (16/53, 30.1%), IncI2 (4/53, 7.5%), IncFIA(HI1) (16/53, 30.1%), IncHI1B(R27) (16/53, 30.1%), IncFII (24/53, 45.2%), IncX1 (17/53, 32.0%), and IncX4 (2/53, 3.7%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Heatmap generated according to the co-occurrence between identified reference plasmids and different detected replicon types among the genomes of the 53 Italian STEC strains.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g003.tif"/>
</fig>
<p>As far as the additional genomes included in the study are concerned, the plasmids <italic>Escherichia coli</italic> O139:H1 strain W13-16 plasmid pW1316-2 (Accession number: NZ_CP080237.1), <italic>Shigella flexneri</italic> 2a strain ATCC 29903 (Accession number: CP026790.1), and <italic>Salmonella enterica</italic> subsp. <italic>enterica</italic> serovar Kentucky plasmid pCS0010A_9 (Accession number: NC_019104.1) were the most frequently identified reference plasmids to which the genomes demonstrated similarity. Moreover, the replicon types IncFII, IncX1, IncI1-I(Alpha), and IncHI1B(R27) were the most frequently detected replicon sequences (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>2</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Plasmid-encoded genes</title>
<p>Overall, the most frequent plasmid signatures identified in all strains (O139:H1 STEC isolates of our and other studies), were to pW1316-2, <italic>Shigella flexneri</italic> 2a, and pB71 plasmids.</p>
<p>Our analysis using BRIG software revealed the presence of <italic>hha, yhcR, finO, aidA-I, tibC, rhaR_1, tpx, rhaR_2, faeE, elfC, bin3, pir, dnaT, hlyD, hlyB, hlyA, hlyC</italic>, and <italic>topB</italic> genes on the pW1316-2 plasmid (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Whole-genome comparison of Blast Ring Image Generated for <italic>Escherichia coli</italic> O139:H1 pW1316-2 (NZ_CP080237.1) plasmid in O139:H1 STEC strains isolated from pigs affected by Edema disease in Italy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g004.tif"/>
</fig>
<p>
<italic>Shigella flexneri</italic> 2a plasmid, harbored <italic>speE</italic>, <italic>higB_1</italic>, <italic>RepB_1</italic>, <italic>RepB_2</italic>, <italic>dam</italic>, <italic>noc</italic>, <italic>traC</italic>, <italic>virB</italic>, <italic>parM</italic>, <italic>uvrD</italic>, <italic>tus</italic>, <italic>hha</italic>, <italic>repE</italic>, <italic>hns</italic>, <italic>smc</italic>, <italic>dcm</italic>, <italic>umuD</italic>, <italic>umuC</italic>, <italic>dsbC</italic>, and <italic>resA</italic> genes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Whole-genome comparison of Blast Ring Image Generated for <italic>Shigella flexneri</italic> 2a (CP026790.1) plasmid in O139:H1 STEC strains isolated from pigs affected by Edema disease in Italy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g005.tif"/>
</fig>
<p>Ultimately, in pB71 plasmid, the genes <italic>uvrD</italic>, <italic>tus</italic>, <italic>hha</italic>, <italic>repE</italic>, <italic>hns</italic>, <italic>smc</italic>, <italic>dcm</italic>, <italic>yhcR</italic>, <italic>cynR</italic>, <italic>gltS</italic>, <italic>yqjZ</italic>, <italic>tetR</italic>, <italic>tetA</italic>, <italic>tetC</italic>, <italic>folP</italic>, <italic>emrE</italic>, <italic>ant1</italic>, <italic>xerC</italic>, <italic>hin</italic>, <italic>cat</italic>, <italic>catM</italic>, <italic>ifcA</italic>, <italic>proP</italic>, <italic>umuD</italic>, <italic>umuC</italic>, <italic>dsbC</italic>, <italic>resA</italic>, <italic>corA</italic>, <italic>higB-1</italic>, <italic>repB_2</italic>, <italic>dam</italic>, <italic>repB_1</italic>, <italic>traC</italic>, <italic>virB</italic>, and <italic>parM</italic> were present (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Most of the genes detected were present in all the reference plasmid sequences identified in the studied genomes (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>-<xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Whole-genome comparison of Blast Ring Image Generated for <italic>Salmonella enterica</italic> pB71 plasmid in O139:H1 STEC strains isolated from pigs affected by Edema disease in Italy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g006.tif"/>
</fig>
<p>The virulence factors <italic>hlyA</italic>, <italic>hlyB</italic>, <italic>aidA-I</italic>, and <italic>faeE</italic> were identified on pW1316-2 plasmid and <italic>hns</italic>, <italic>traC</italic> and <italic>hha</italic> were detected both on the <italic>Shigella flexneri</italic> 2a and pB71 plasmids according to the VFDB web server (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Genomic characterization of the reference plasmids pW1316-2, <italic>Shigella flexneri</italic> 2a, and pB71 in the studied O139:H1 STEC genomes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Plasmid</th>
<th valign="top" align="left">Replicon type</th>
<th valign="top" align="left">Resistance gene</th>
<th valign="middle" align="left">Virulence gene</th>
<th valign="top" align="left">Length (bp)</th>
<th valign="top" align="left">Accession number</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">pW1316-2</td>
<td valign="top" align="left">IncFII/IncX1</td>
<td valign="top" align="left">No known genes</td>
<td valign="top" align="left">
<italic>hlyA</italic>, <italic>hlyB</italic>, <italic>aidA-I</italic>, <italic>faeE</italic>
</td>
<td valign="top" align="left">54,694</td>
<td valign="top" align="left">NZ_CP080237.1</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Shigella flexneri</italic> 2a</td>
<td valign="top" align="left">IncHI1B(R27)</td>
<td valign="top" align="left">No known genes</td>
<td valign="top" align="left">
<italic>hns, traC, hha</italic>
</td>
<td valign="top" align="left">165,702</td>
<td valign="top" align="left">CP026790.1</td>
</tr>
<tr>
<td valign="top" align="left">pB71</td>
<td valign="top" align="left">IncFIA(HI1)</td>
<td valign="top" align="left">
<italic>tetA, tetC, tetR</italic>
</td>
<td valign="top" align="left">
<italic>hns, traC, hha</italic>
</td>
<td valign="top" align="left">190,730</td>
<td valign="top" align="left">NZ_KP899806.1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Based on the ResFinder analysis on the reference plasmids, the pW1316-2 and <italic>Shigella flexneri</italic> 2a plasmids had no known antibiotic resistance genes; and in the pB71 plasmid, we detected <italic>tet</italic> genes (<italic>tetA, tetC</italic>, and <italic>tetR</italic>) responsible for Tetracycline antibiotic resistance (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>
<italic>Hha-H-NS</italic> complex of <italic>Shigella flexneri</italic> 2a plasmid</title>
<p>Amid the identified plasmids, we observed functional and regulatory associations among the genes encoded on the reference plasmid derived from the <italic>Shigella flexneri</italic> 2a (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The core of these clustering is centered around the <italic>Hha-H-NS</italic> complex, the functions of which ultimately lead to the production of &#x3b1;-hemolysin, an important virulence factor in ED (Details of associations are provided in tabular form in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Functional and regulatory associations of genes encoded on the <italic>Shigella flexneri</italic> 2a reference plasmid were examined using the STRING database in O139:H1 STEC strains isolated from pigs affected by Edema disease in Italy. The genes analyzed include ECs1739 (<italic>hns</italic>), ECs0125&#xa0;(<italic>speE</italic>), ECs1679 (<italic>umuC</italic>), ECs4229 (<italic>dam</italic>), ECs0513 (<italic>hha</italic>), ECs2699 (<italic>dcm</italic>), ECs3765 (<italic>dsbC</italic>), ECs2316 (<italic>tus</italic>), ECs4743 (<italic>uvrD</italic>), and ECs1678 (<italic>umuD</italic>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g007.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Core genome&#x2013;based phylogenetic analysis</title>
<p>To explore the phylogenetic relationships and their association with plasmid characteristics, we conducted a cluster analysis using cgMLST for comparative purposes. In addition, we included 28 STEC O139:H1 genomes from various global sources, retrieved from GenBank and ENA databases (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). We then calculated the number of allelic differences between strains (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). The analysis grouped the strains into nine main clades (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Clades 1-2 and 6-9 exhibited significantly lower allelic distances (AD) compared to the other clades, all showing fewer than 90 AD. The majority of the 28 additional strains from external studies were incorporated into clade 5, which was phylogenetically close to clade 3, with most strains showing fewer than 30 AD relative to clade 3 (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The most genetically distant strains were found in clade 4 (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Notably, a remarkable correlation was observed between allelic differences in the cgMLST analysis and plasmid characteristics, with strains carrying specific plasmids and replicon types clustering into particular phylogenetic clades (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Phylogenetic analysis of O139:H1 STEC strains isolated from pigs affected by Edema disease in Italy. The analysis also included 28 additional O139:H1 STEC genomes from different studies retrieved from public repositories (GenBank and ENA databases). Each entry on the phylogenetic tree shows the strain name, the clade number, the corresponding plasmid, and replicon type, with different colors representing plasmid and replicon types. The scale bar reflects the number of allelic differences.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1528408-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The understanding of ED pathogenesis is crucial due to its significant impact on the swine industry (<xref ref-type="bibr" rid="B22">Imberechts et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B16">Gale and Velazquez, 2020</xref>). This study undertook a whole genome analysis of O139 STEC isolates collected from pigs with ED to elucidate the role of virulence plasmids on ED development, including adhesion, invasion, and colonization.</p>
<p>The predominance of the reference plasmid pW1316-2, identified through its similarity with genomes, indicates that it is a well-represented plasmid among porcine O139:H1 STEC strains, highlighting its importance in the pathogenesis of ED in pigs. This plasmid, harboring genes encoding hemolysin toxin (<italic>hlyA</italic> and <italic>hlyB</italic>) and adhesins (<italic>aidA-I</italic>, <italic>faeE</italic>), highlights its importance in the pathogenicity (<xref ref-type="bibr" rid="B16">Gale and Velazquez, 2020</xref>; <xref ref-type="bibr" rid="B41">Perrat et&#xa0;al., 2022</xref>). The presence of <italic>hlyA</italic> and <italic>hlyB</italic>, related with the potent hemolytic activity characteristic of STEC strains associated with ED, emphasizes the cytotoxic potential of pW1316-2 and its implication in the progression of the disease (<xref ref-type="bibr" rid="B20">Holland et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B33">Menestrina et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B51">Welch, 2005</xref>). Furthermore, the involvement of <italic>aidA-I</italic> and <italic>faeE</italic> in adhesion mechanisms crucial for host colonization underscores the importance of pW1316-2 in establishing STEC infections in porcine hosts (<xref ref-type="bibr" rid="B8">Craig, 1906</xref>; <xref ref-type="bibr" rid="B39">Niewerth et&#xa0;al., 2001</xref>). The assignment of replicon types IncFII/IncX1 to pW1316-2 reference plasmid aligns with previous reports, suggesting the stability and widespread distribution of this plasmid among O139:H1 STEC strains (<xref ref-type="bibr" rid="B35">Nagy et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B41">Perrat et&#xa0;al., 2022</xref>). Notably, the absence of identified resistance genes on pW1316-2 indicates that this plasmid may not contribute to the dissemination of antibiotic resistance in O139:H1 STEC populations.</p>
<p>The detection of similarity within the genomes to a plasmid present in <italic>Shigella flexneri</italic> 2a among porcine O139:H1 STEC strains indicates intriguing insights into the potential interplay between <italic>Shigella</italic> virulence factors and STEC pathogenesis. This plasmid, harboring genes such as <italic>hns</italic>, <italic>traC</italic>, and <italic>hha</italic>, known for their roles in gene regulation, conjugative transfer, and toxin production, respectively, presents a unique molecular landscape contributing to STEC pathogenesis (<xref ref-type="bibr" rid="B37">Nieto et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B42">Schandel et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B30">M&#xfc;ller et&#xa0;al., 2006</xref>). The association between <italic>hns</italic> gene and the upregulation of key virulence factors, including &#x3b1;-hemolysin and fimbriae, indicates its significance in driving the progression of porcine ED (<xref ref-type="bibr" rid="B30">M&#xfc;ller et&#xa0;al., 2006</xref>). Additionally, the presence of <italic>traC</italic> gene, responsible for the synthesis and assembly of the F pilus, highlights the potential for horizontal transfer of this plasmid among O139:H1 strains, potentially contributing to the dissemination of virulence traits via conjugation mediated by F pili (<xref ref-type="bibr" rid="B42">Schandel et&#xa0;al., 1992</xref>). Our investigation utilizing the String server has elucidated associations between the <italic>hns</italic> and <italic>hha</italic> genes, indicating their collaborative involvement in regulating the expression of the <italic>hly</italic> operon (<xref ref-type="bibr" rid="B31">Madrid et&#xa0;al., 2002</xref>). The <italic>Hha</italic>-<italic>H-NS</italic> complex is important in controlling the production of &#x3b1;-hemolysin, which is crucial in diseases caused by STEC, like ED in pigs (<xref ref-type="bibr" rid="B38">Nieto et&#xa0;al., 2000</xref>). The replicon IncHI1B(R27) was found in the <italic>Shigella flexneri</italic> 2a reference plasmid, a type frequently seen in such plasmids (<xref ref-type="bibr" rid="B5">Beloin and Dorman, 2003</xref>; <xref ref-type="bibr" rid="B50">Wei et&#xa0;al., 2003</xref>). Interestingly, there appears to be a connection between IncHI1B(R27), <italic>hns</italic>, and <italic>hha</italic> genes, as the <italic>Shigella flexneri</italic> 2a plasmid containing the IncHI1B(R27) replicon also houses the <italic>hns</italic> and <italic>hha</italic> genes (<xref ref-type="bibr" rid="B12">Doyle and Dorman, 2006</xref>). The absence of antimicrobial resistance genes in the <italic>Shigella flexneri</italic> 2a reference plasmid suggests that, akin to pW1316-2, it may not contribute to the emergence of antibiotic-resistant O139:H1 STEC strains (<xref ref-type="bibr" rid="B5">Beloin and Dorman, 2003</xref>; <xref ref-type="bibr" rid="B50">Wei et&#xa0;al., 2003</xref>). Moreover, the absence of <italic>IpaH</italic> family genes in the <italic>Shigella flexneri</italic> 2a reference plasmid aligns with the observation that ED-associated <italic>E. coli</italic> strains are typically non-invasive (<xref ref-type="bibr" rid="B47">Tabaran and Tabaran, 2019</xref>). Together, these findings reveal the associations and clustering involved in the pathogenicity of porcine O139:H1 STEC strains and emphasize the need for additional research to understand how the <italic>Shigella flexneri</italic> 2a plasmid interacts with STEC virulence.</p>
<p>The identification of similarity to the reference plasmid pB71 among porcine O139:H1 STEC strains reveals a novel dimension in the virulence and resistance profile of these pathogens. Our findings suggest that pB71, which shares virulence genes <italic>hns</italic>, <italic>traC</italic>, and <italic>hha</italic> with plasmid <italic>Shigella flexneri</italic> 2a, may contribute to the pathogenicity of STEC isolates by enhancing the manifestations of ED in pigs (<xref ref-type="bibr" rid="B15">Forns et&#xa0;al., 2005</xref>). Moreover, conjugative plasmids within the IncHI1 group play a significant role in disseminating antibiotic resistance among <italic>Salmonella enterica</italic> (<xref ref-type="bibr" rid="B27">Kubasova et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B21">Hounmanou et&#xa0;al., 2021</xref>). The identification of the IncFIA(HI1) replicon within pB71 suggests its potential involvement in the transmission of antibiotic resistance. This is supported by our finding of tetracycline resistance genes <italic>tetA</italic>, <italic>tetC</italic>, and <italic>tetR</italic> on this plasmid (<xref ref-type="bibr" rid="B6">Bryan et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B40">Olowe et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B44">Shi et&#xa0;al., 2021</xref>). The widespread use of tetracycline in pig farming raises worries about antibiotic resistance in the swine industry due to the rise of pB71-carrying STEC strains resistant to tetracycline (<xref ref-type="bibr" rid="B19">Herrero-Fresno et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B1">Abubakar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B18">Gr&#xe6;sb&#xf8;ll et&#xa0;al., 2019</xref>). Overall, the presence of pB71 reference plasmid underscores the complex interplay between virulence and resistance mechanisms in O139:H1 STEC strains, emphasizing the need for continued surveillance and intervention strategies to mitigate the risk of antimicrobial resistance in swine populations.</p>
<p>Within the various clades identified in the phylogenetic tree from the cgMLST analysis, the pW1316-2 plasmid and the IncFII replicon type were commonly found in the strains, suggesting that this plasmid may have been selected and stabilized within the O139:H1 populations (<xref ref-type="bibr" rid="B41">Perrat et&#xa0;al., 2022</xref>). Additionally, the O139:H1 STEC isolates from this study, along with others harboring extra plasmids such as <italic>Shigella flexneri</italic> 2a and pB71, formed a distinct population of STEC strains. With few exceptions, these strains grouped together in clades with small allelic differences and were separate from strains that only had the pW1316-2 plasmid. This suggests that these strains might belong to different lineages, which possibly emerged after the pW1316-2 plasmid spread within the O139 STEC population.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>This study provides new data that augment our understanding of the role of virulence plasmids in the pathogenesis of ED, attributed to porcine O139:H1 STEC strains, showing how important this is for swine industry. The high prevalence of reference plasmid pW1316-2 emphasizes its crucial involvement in causing ED because it carries virulence genes, particularly those related to adhesion mechanisms important for host colonization. The detection of <italic>Shigella flexneri</italic> 2a reference plasmid presents interesting perspectives on possible associations in virulence, while the identification of reference plasmid pB71 reveals a novel dimension in virulence and resistance profiles of O139:H1 STEC strains, raising concerns about antibiotic resistance dissemination in pig farming.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal studies were approved by Istituto Superiore di Sanit&#xe0; ethics committee. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>AN: Conceptualization, Data curation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. FG: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; review &amp; editing. SM: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing. MB: Investigation, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. Funding was provided by intramural funds of Istituto Superiore di Sanit&#xe0;.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We wish to thank our colleagues and technicians, especially Paola Chiani at the European Union Reference Laboratory for <italic>Escherichia coli</italic>, for her assistance in this research project. We also thank the Scientific Service Team at Istituto Superiore di Sanit&#xe0; for performing the whole-genome sequencing of the swine strains isolated in Italy.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2025.1528408/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2025.1528408/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>ED, Edema Disease; STEC, Shiga toxin-producing <italic>Escherichia coli</italic>; <italic>stx2e</italic>, Shiga toxin 2e; NM, Non-motile; AIDA, Adhesin Involved in Diffuse Adherence; TSB, Tryptic Soy Broth.</p>
</fn>
</fn-group>
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