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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2023.1271551</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Genotypic characterization, antimicrobial susceptibility and virulence determinants of <italic>Campylobacter jejuni</italic> and <italic>Campylobacter coli</italic> isolated from pastured poultry farms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Awad</surname> <given-names>Amal</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Yeh</surname> <given-names>Hung-Yueh</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author"><name><surname>Ramadan</surname> <given-names>Hazem</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Rothrock</surname> <given-names>Michael J.</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Bacteriology, Mycology, and Immunology, Faculty of Veterinary Medicine, Mansoura University</institution>, <addr-line>Mansoura</addr-line>, <country>Egypt</country></aff>
<aff id="aff2"><sup>2</sup><institution>U.S. National Poultry Research Center, Agricultural Research Service, United States Department of Agriculture</institution>, <addr-line>Athens, GA</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Hygiene and Zoonoses, Faculty of Veterinary Medicine, Mansoura University</institution>, <addr-line>Mansoura</addr-line>, <country>Egypt</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Beatrix Stessl, University of Veterinary Medicine Vienna, Austria</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Hosny El-Adawy, Friedrich Loeffler Institut, Germany; Igori Balta, University of Life Sciences "King Mihai I", Romania</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Hung-Yueh Yeh, <email>hungyueh.yeh@usda.gov</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1271551</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Awad, Yeh, Ramadan and Rothrock.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Awad, Yeh, Ramadan and Rothrock</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>
<sec id="sec1">
<title>Aim</title>
<p><italic>Campylobacter</italic> is the leading bacterial pathogen that causes foodborne illnesses worldwide. Pasture farming is regarded as an important source of agricultural production for small farming communities. Consumer preference for pasture-raised animal products has increased; however, there is a paucity of information on the microbiological quality of pasture-raised poultry products. The purpose of this study was to explore genetic relatedness of thermophilic <italic>Campylobacter</italic> isolates, to assess antibiotic resistance phenotypically and genotypically, and to screen the presence of virulence determinants of <italic>Campylobacter</italic> isolates from pasture-raised poultry farms from southeastern United States.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Ninety-seven <italic>Campylobacter</italic> isolates previously identified by Q7 BAX<sup>&#x00AE;</sup> System Real-Time PCR were genotyped by multilocus sequence typing (MLST). <italic>Campylobacter</italic> isolates were then evaluated for their phenotypic antimicrobial susceptibility against nine antimicrobial agents using Sensititre plates. Additionally, <italic>Campylobacter</italic> isolates were tested for the presence of antimicrobial resistance-associated elements. Furthermore, <italic>Campylobacter</italic> isolates were screened for the presence of 13 genes encoding putative virulence factors by PCR. These included genes involved in motility (<italic>flaA</italic> and <italic>flhA</italic>), adhesion and colonization (<italic>cadF</italic>, <italic>docC</italic>, <italic>racR</italic>, and <italic>virB11</italic>), toxin production (<italic>cdtA</italic>, <italic>cdtB</italic>, <italic>cdtC</italic>, <italic>wlaN</italic>, and <italic>ceuE</italic>) and invasion (<italic>ciaB</italic> and <italic>iamA</italic>).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Among 97 <italic>Campylobacter</italic> isolates, <italic>Campylobacter jejuni</italic> (<italic>n</italic>&#x2009;=&#x2009;79) and <italic>Campylobacter coli</italic> (<italic>n</italic>&#x2009;=&#x2009;18) were identified. By MLST, <italic>C. jejuni</italic> isolates were assigned to seven clonal complexes. Among them, ST-353, ST-607 and ST-21 were the most common STs recognized. All <italic>C. coli</italic> (<italic>n</italic>&#x2009;=&#x2009;18) isolates were included in CC-828. Interestingly, eight STs identified were not belonging any previous identified clonal complex. <italic>Campylobacter</italic> isolates displayed a high resistance rate against tetracycline (81.4%), while a low rate of resistance was observed against macrolides (azithromycin and erythromycin), quinolones and fluoroquinolones (nalidixic acid and ciprofloxacin), aminoglycosides (gentamicin), ketolide (telithromycin), amphenicol (florfenicol) and lincomycin (clindamycin). Thirteen isolates (13.54%) were pan-susceptible to all tested antibiotics, while nine isolates were multi-antimicrobial resistant (MAR; resist to three or more antimicrobial classes). Interestingly, there were no isolates resistant to all antimicrobial classes. Thr86Ile mutation was identified in all quinolones resistant strains. Erythromycin encoding gene (<italic>ermB</italic>) was identified in 75% of erythromycin resistant isolates. The A2075 mutation was detected in one erythromycin resistant strain, while A2074 could not be identified. The <italic>tet</italic>O gene was identified in 93.7% of tetracycline resistant isolates and six tetracycline susceptible isolates. In conclusion, the results of this study revealed that <italic>Campylobacter</italic> isolates from pasture-raised poultry farms showed the ST relatedness to <italic>Campylobacter</italic> isolates commonly associated with humans, indicating pasture-raised broiler flocks, similar to conventionally-reared broiler flocks, as a potential vector for antibiotic-resistant and pathogenic strains of thermophilic <italic>Campylobacter</italic> to humans.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Campylobacter</italic></kwd>
<kwd>pasture-raised poultry</kwd>
<kwd>MLST</kwd>
<kwd>antimicrobial resistance</kwd>
<kwd>virulence</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="90"/>
<page-count count="13"/>
<word-count count="9703"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec4">
<title>Introduction</title>
<p>Thermophilic <italic>Campylobacter</italic> spp., particularly <italic>Campylobacter jejuni</italic> and <italic>Campylobacter coli</italic>, have been established as leading causes of food-borne illnesses worldwide (<xref ref-type="bibr" rid="ref68">Vetchapitak and Misawa, 2019</xref>; <xref ref-type="bibr" rid="ref22">European Food Safety Authority, 2021</xref>; <xref ref-type="bibr" rid="ref59">Sher et al., 2021</xref>). The U.S. Centers for Disease Control and Prevention (<xref ref-type="bibr" rid="ref10">Centers for Disease Control and Prevention, 2022</xref>) estimated that 1.5 million U.S. residents are infected with <italic>Campylobacter</italic> each year. Most patients have acute, self-limiting gastroenteritis, but some may have severe and long-lasting illnesses, which require antibiotic treatment, particularly in immunocompromised patients (<xref ref-type="bibr" rid="ref46">Ma et al., 2014</xref>). Additionally, the infection by <italic>Campylobacter</italic> may be associated with a number of complications such as polyarthralgia, Guillain-Barre syndrome (GBS), Miller Fisher syndrome and even death (<xref ref-type="bibr" rid="ref36">Kaakoush et al., 2015</xref>).</p>
<p>Campylobacteriosis is transmitted by eating raw or undercooked poultry meat (<xref ref-type="bibr" rid="ref10">Centers for Disease Control and Prevention, 2022</xref>). <italic>Campylobacter</italic> contaminates poultry meats prior to or during processing representing a potential health threat to consumers (<xref ref-type="bibr" rid="ref63">Suzuki and Yamamoto, 2009</xref>). <italic>Campylobacter</italic> contamination in poultry farms could occur via feed, water, soil, contact animals, biosecurity threats, and vehicles (<xref ref-type="bibr" rid="ref24">Ghareeb et al., 2013</xref>).</p>
<p>The survival and pathogenicity of <italic>Campylobacter</italic> species are all influenced by several virulence factors (<xref ref-type="bibr" rid="ref9">Casabonne et al., 2016</xref>). Bacterial motility, adherence to the intestinal epithelial walls, colonization and cytotoxin production are the main bacterial virulence factors. Several genes related to <italic>Campylobacter</italic> virulence factors have recently been identified including adhesion and colonization (<italic>flaA</italic>, <italic>flhA</italic>, <italic>cadF</italic>, and <italic>racR</italic>), invasion-associated markers (<italic>ciaB</italic>, <italic>iam</italic>, and <italic>virB11</italic>), and ganglioside mimicry (<italic>wlaN</italic>) (<xref ref-type="bibr" rid="ref5">Bolton, 2015</xref>).</p>
<p>There is a growing antibiotic resistance crisis in clinical medicine since antibiotics were historically used in food animal production either for treatment or for growth promotion, which led to human exposure and infection through a variety of pathways, including meat and poultry products (<xref ref-type="bibr" rid="ref50">Price et al., 2007</xref>). Moreover, a significant portion of the antibiotics provided are not absorbed by the animals and are excreted in the urine and feces. In <italic>Campylobacter</italic> infections, antibiotic therapy is commonly required for immunocompromised patients and those with severe campylobacteriosis (<xref ref-type="bibr" rid="ref36">Kaakoush et al., 2015</xref>). Generally, <italic>Campylobacter</italic> infections are treated with macrolides (erythromycin, clarithromycin, and azithromycin), although fluoroquinolones (ciprofloxacin) are the most effective drugs to treat diarrhea (<xref ref-type="bibr" rid="ref1">Aarestrup et al., 2008</xref>). Additional alternative drugs for treatment are tetracycline, doxycycline, and chloramphenicol (<xref ref-type="bibr" rid="ref60">Skirrow and Blaser, 2000</xref>).</p>
<p>Pastured poultry farms in the USA are considered an important source of animal production that may provide an important opportunity to strengthen rural communities (<xref ref-type="bibr" rid="ref14">Conner et al., 2008</xref>). Consumer preference of free-range and pasture-raised animal products such as meat, milk, and eggs has grown (<xref ref-type="bibr" rid="ref62">Stampa et al., 2020</xref>). Because there is a paucity of information on the quality of pasture-raised chickens, many customers feel that these products are of superior quality in contrast to conventionally-farmed chickens, due to their more natural growing conditions (<xref ref-type="bibr" rid="ref75">Yeung and Morris, 2001</xref>). There is insufficient research on genotyping, presence of virulence determinants, and antibiotic resistance of <italic>Campylobacter</italic> isolates from pasture-raised poultry farms; therefore, the purpose of this study was to explore genetic relatedness of thermophilic <italic>Campylobacter</italic> isolated from pasture-raised poultry farms and the following processing operations of broiler carcasses, and to assess antibiotic resistance phenotypes and genotypes as well as to screen the presence of virulence determinants in the retrieved isolates.</p>
</sec>
<sec sec-type="materials|methods" id="sec5">
<title>Materials and methods</title>
<p>The farm description, sample collection and processing, and <italic>Campylobacter</italic> isolation methods were previously described (<xref ref-type="bibr" rid="ref54">Rothrock et al., 2016</xref>). Briefly, the samples were collected from feces, pasture soil, cecal content at processing, whole carcass rinsates and final whole carcass products. All samples were collected in the field and were brought back to the laboratories in a cooler packed in ice. The total amount of fecal and soil samples was at least 25 grams per sample. For homogenization, three grams (feces, cecal and soil samples) were diluted 1:3 in 10&#x2009;mM phosphate buffered saline (PBS) in sterile filtered stomacher bags (Seward Laboratories, Inc., Bohemia, NY, United States). For rinsates, 100&#x2009;mL of 10&#x2009;mM PBS were added to each carcass within the storage bag, and the bags were vigorously shaken for 1&#x2009;minute. The rinsates were collected into the sterile filtered stomacher bags (Seward Laboratories, Inc.). All samples were homogenized for 1&#x2009;minute with a Stomacher<sup>&#x00AE;</sup> 400 Blender (Seward Laboratories, Inc.), and these homogenates were used for the downstream <italic>Campylobacter</italic> isolation. A volume of 100&#x2009;&#x03BC;L from the above homogenized suspension was plated onto Campy-Cefex agar (prepared in the laboratory; <xref ref-type="bibr" rid="ref9010">Stern et al., 1992</xref>). The plates were incubated at 42&#x2009;&#x00B1;&#x2009;1&#x00B0;C for 36 to 48&#x2009;h in a microaerobic condition (85% N<sub>2</sub>, 10% CO<sub>2</sub> and 5% O<sub>2</sub>) (<xref ref-type="bibr" rid="ref33">Hiett et al., 2008</xref>; <xref ref-type="bibr" rid="ref74">Yeh et al., 2013</xref>). Presumptive <italic>Campylobacter</italic> colonies were selected and enumerated on Brucella agar supplemented with 10% lyzed horse blood for isolation (prepared in the laboratory; <xref ref-type="bibr" rid="ref9010">Stern et al., 1992</xref>). The plates were incubated as described above. Speciation of <italic>Campylobacter</italic> was carried out using a Q7 BAX Real-Time PCR system according to the manufacturer&#x2019;s instructions as described previously (<xref ref-type="bibr" rid="ref73">Yeh et al., 2022</xref>). An end-point multiplex PCR assays were also performed. The 16S rRNA primers specific to <italic>Campylobacter</italic> in the PCR assays generated amplicons both in <italic>C. jejuni</italic> and <italic>C. coli</italic> samples, verifying the isolates as <italic>Campylobacter</italic> (<xref ref-type="bibr" rid="ref9008">Linton et al., 1997</xref>). The PCR assays with <italic>hipO</italic> primers amplified a 323-bp product in the <italic>C. jejuni</italic> samples, but not in the <italic>C. coli</italic> samples, verifying the isolates as <italic>C. jejuni</italic> (<xref ref-type="bibr" rid="ref9003">Caner et al., 2008</xref>). The PCR with primers from the <italic>ask</italic> gene generated about a 550-bp gene fragment that identified the samples of <italic>C. coli</italic> (<xref ref-type="bibr" rid="ref9008">Linton et al., 1997</xref>). <italic>Campylobacter</italic> isolates were frozen at &#x2212;80&#x00B0;C in Luria-Bertani broth with 20% glycerol until downstream analyses were performed.</p>
<sec id="sec6">
<title>Bacterial cultures and genomic DNA isolation</title>
<p><italic>Campylobacter jejuni</italic> (<italic>n</italic>&#x2009;=&#x2009;79) and <italic>C. coli</italic> (<italic>n</italic>&#x2009;=&#x2009;18) isolates from our stock in the U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, United States were used in this study. Bacterial cultures were revived in Mueller-Hinton agar plates at 42&#x00B0;C for 48&#x2009;h under the microaerobic condition as described as above.</p>
<p>DNA was extracted from pure bacterial cultures of 79 <italic>C. jejuni</italic> and 18 <italic>C. coli</italic> using the DNeasy Blood &#x0026; Tissue Kit (Qiagen Inc., Germantown, MD, United States) in accordance with the manufacturer&#x2019;s instructions. DNA concentrations were measured spectrophotometrically using a DeNovix DS-11 FX spectrophotometer (DeNovix Inc., Wilmington, DE, United States).</p>
</sec>
<sec id="sec7">
<title>Multilocus sequence typing of <italic>Campylobacter</italic> isolates</title>
<p>Amplification of seven housekeeping genes was performed according to the procedures described by <xref ref-type="bibr" rid="ref18">Dingle et al. (2001)</xref> using the primer sets given in the <italic>Campylobacter</italic> MLST website.<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> All PCR products were purified with a DNA Clean &#x0026; Concentrator&#x2122;-5 kit (Zymo Research, Irvine, CA, United States). The purified PCR products were sent to the core facilities at the USDA ARS Genomics and Bioinformatics Research Unit (Stoneville, MS, United States) for DNA sequencing with an ABI 3730xl Genetic Analyzer (Thermo Fisher Scientific, Foster City, CA, United States) using a BigDye terminator v.3.1 Chemistry. Allelic profile, sequence type (ST) and clonal complex (CC) were assigned to the isolates using the allelic profile query function in the MLST database. Minimum spanning tree (MST) of MLST allelic differences was generated using BioNumerics (version 7.6; Applied Maths, Austin, TX, United States).</p>
</sec>
<sec id="sec8">
<title>Antimicrobial susceptibility test</title>
<p>Antimicrobial susceptibility of <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates was determined using a Sensititre&#x2122; system (Thermo Fisher Scientific) according to the manufacturer&#x2019;s instructions described previously (<xref ref-type="bibr" rid="ref73">Yeh et al., 2022</xref>). Sensititire&#x2122; <italic>Campylobacter</italic> CAMPY AST plates were used in this study (Thermo Fisher Scientific). The results were read photometrically using Sensititre&#x2122; Vizion&#x2122; Digital MIC Viewing System (Thermo Fisher Scientific) in associated with the SWIN software (version 3.3). Quality control was performed using <italic>C. jejuni</italic>, ATCC 33560. The breakpoints for <italic>Campylobacter</italic> resistance were interpreted according to the guidelines from Clinical and Laboratory Standards Institute M45, 3rd Edition (<xref ref-type="bibr" rid="ref11">Clinical and Laboratory Standards Institute (CLSI), 2015</xref>) as follows: azithromycin, &#x2265;8&#x2009;&#x03BC;g/mL; erythromycin, &#x2265;32&#x2009;&#x03BC;g/mL; gentamicin, &#x2265;8&#x2009;&#x03BC;g/mL; tetracycline, &#x2265;16&#x2009;&#x03BC;g/mL; ciprofloxacin, &#x2265;4&#x2009;&#x03BC;g/mL; florfenicol, &#x2265;16&#x2009;&#x03BC;g/mL; nalidixic acid, &#x2265;32&#x2009;&#x03BC;g/mL; and clindamycin, &#x2265;8&#x2009;&#x03BC;g/mL.</p>
</sec>
<sec id="sec9">
<title>Molecular detection of antibiotic resistance-associated genes</title>
<p>Resistance-associated genes of tetracycline, quinolones and macrolides in resistant isolates were determined. For tetracycline, the presence of the <italic>tetO</italic> gene was determined as described previously by <xref ref-type="bibr" rid="ref26">Gibreel et al. (2004)</xref>. Primers DMT 1 and DMT 2 (<xref ref-type="table" rid="tab1">Table 1</xref>) were used to amplify a 559-bp product of the <italic>tetO</italic> gene in <italic>Campylobacter</italic> genomes. The mismatch amplification mutation assay (MAMA-PCR) was used to detect point mutations at Thr-86-Ile in QRDR of the <italic>gyrA</italic> gene (<xref ref-type="bibr" rid="ref80">Zirnstein et al., 1999</xref>) and Ala-2074-Cys and Ala-2075-Gly in 23S rRNA gene (<xref ref-type="bibr" rid="ref2">Alonso et al., 2005</xref>) for quinolone- and erythromycin-resistant isolates, respectively. Also, the <italic>ermB</italic> gene was used for screening the erythromycin resistant isolation according to the protocol described by <xref ref-type="bibr" rid="ref77">Zhou et al. (2016)</xref>. Primer sequences for PCR amplification are listed in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Oligonucleotide primers used in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Virulence trait/function</th>
<th align="left" valign="middle">Target gene</th>
<th align="left" valign="middle">Sequence (5' &#x2013; 3')</th>
<th align="center" valign="middle">Annealing temperature</th>
<th align="center" valign="middle">Product size (bp)</th>
<th align="left" valign="middle">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">Motility</td>
<td align="left" valign="middle"><italic>flaA</italic></td>
<td align="left" valign="top">F: GGATTTCGTATTAACACAAATGGTGC<break/>R: CTGTAGTAATCTTAAACATTTTG</td>
<td align="center" valign="middle">48 &#x00B0;C</td>
<td align="center" valign="middle">1,700</td>
<td align="left" valign="middle">Campynet</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>flhA</italic></td>
<td align="left" valign="top">F: GGAAGCGGCACTTGGTTTGC<break/>R: GCTGTGAGTGAGATTATAGCAGC</td>
<td align="center" valign="middle">55 &#x00B0;C</td>
<td align="center" valign="middle">735</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9009">M&#x00FC;ller et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Adhesion and colonization</td>
<td align="left" valign="middle"><italic>cadF</italic></td>
<td align="left" valign="top">F: TGGAGGGTAATTTAGATATG<break/>R: CTAATACCTAAAGTTGAAAC</td>
<td align="center" valign="middle">45 &#x00B0;C</td>
<td align="center" valign="middle">400</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9007">Konkel et al. (1997)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>docA</italic></td>
<td align="left" valign="top">F: ATAAGGTGCGGTTTTGGC<break/>R: GTCTTTGCAGTAGATATG</td>
<td align="center" valign="middle">50 &#x00B0;C</td>
<td align="center" valign="middle">725</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9009">M&#x00FC;ller et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>racR</italic></td>
<td align="left" valign="top">F: GATGATCCTGACTTTG<break/>R: TCTCCTATTTTTACCC</td>
<td align="center" valign="middle">50 &#x00B0;C</td>
<td align="center" valign="middle">584</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref15">Datta et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>virB11</italic></td>
<td align="left" valign="top">F: GAACAGGAAGTGGAAAAACTAGC<break/>R: TTCCGCATTGGGCTATATG</td>
<td align="center" valign="middle">56 &#x00B0;C</td>
<td align="center" valign="middle">708</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9001">Bacon et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="5">Cytotoxin production</td>
<td align="left" valign="middle"><italic>cdtA</italic></td>
<td align="left" valign="top">F: CCTTGTGATGCAAGCAATC<break/>R: ACACTCCATTTGCTTTCTG</td>
<td align="center" valign="middle">55 &#x00B0;C</td>
<td align="center" valign="middle">370</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9006">Hickey et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>cdtB</italic></td>
<td align="left" valign="top">F: CAGAAAGCAAATGGAGTGTT<break/>R: AGCTAAAAGCGGTGGAGTAT</td>
<td align="center" valign="middle">57 &#x00B0;C</td>
<td align="center" valign="middle">620</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref15">Datta et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>cdtC</italic></td>
<td align="left" valign="top">F: CGATGAGTTAAAACAAAAAGATA<break/>R: TTGGCATTATAGAAAATACAGTT</td>
<td align="center" valign="middle">55 &#x00B0;C</td>
<td align="center" valign="middle">182</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref15">Datta et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>wlaN</italic></td>
<td align="left" valign="top">F: TGCTGGGTATACAAAGGTTGTG<break/>R: AATTTTGGATATGGGTGGGG</td>
<td align="center" valign="middle">60 &#x00B0;C</td>
<td align="center" valign="middle">330</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9009">M&#x00FC;ller et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>ceuE</italic></td>
<td align="left" valign="top">F: CCTGCTCGGTGAAAGTTTTG<break/>R: GATCTTTTTGTTTTGTGCTGC</td>
<td align="center" valign="middle">57&#x00B0;C</td>
<td align="center" valign="middle">794</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9002">Bang et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Invasiveness</td>
<td align="left" valign="middle"><italic>ciaB</italic></td>
<td align="left" valign="top">F: TTTCCAAATTTAGATGATGC<break/>R: GTTCTTTAAATTTTTCATAATGC</td>
<td align="center" valign="middle">50 &#x00B0;C</td>
<td align="center" valign="middle">1,165</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9009">M&#x00FC;ller et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>iam</italic></td>
<td align="left" valign="top">F: GCGCAAAATATTATCACCC<break/>R: TTCACGACTACTATGCGG</td>
<td align="center" valign="middle">56 &#x00B0;C</td>
<td align="center" valign="middle">518</td>
<td align="left" valign="middle">
<xref ref-type="bibr" rid="ref9004">Carvalho et al. (2001)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">Erythromycin resistance</td>
<td align="left" valign="top"><italic>ermB</italic></td>
<td align="left" valign="top">F: CAGGTAAAGGGCATTTAACGACG<break/>R: CATCTGTGGTATGGCGGGTAAG</td>
<td align="center" valign="top">58 &#x00B0;C</td>
<td align="center" valign="top">738</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref77">Zhou et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">23S rRNA at position 2074<break/>23S rRNA at position 2075</td>
<td align="left" valign="top">23SRNA-F<break/>ERY2074R<break/>ERY2075R</td>
<td align="left" valign="top">F: TTAGCTAATGTTGCCCGTACCG<break/>R: AGTAAAGGTCCACGGGGTCTGG<break/>R: TAGTAAAGGTCCACGGGGTCGC</td>
<td align="center" valign="top">59 &#x00B0;C</td>
<td align="center" valign="top">485<break/>485</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref2">Alonso et al. (2005)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>tetO</italic></td>
<td align="left" valign="top">DMT 1</td>
<td align="left" valign="top">F:5GGCGTTTTGTTTATGTGCG 3<break/>R:5ATGGACAACCCGACAGAAGC3</td>
<td/>
<td align="center" valign="top">559</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref26">Gibreel et al. (2004)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">MAMA-PCR (<italic>gyrA</italic> mutation) <italic>C. jejuni</italic></td>
<td align="left" valign="top">CampyMAMAgyrA1<break/>CampyMAMAgyrA5</td>
<td align="left" valign="top">F: TTTTTAGCAAAGATTCTGAT<break/>CAAAGCATCATAAACTGCAA</td>
<td/>
<td align="center" valign="top">265</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref80">Zirnstein et al. (1999)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top">MAMA-PCR (<italic>gyrA</italic> mutation) <italic>C. coli</italic></td>
<td align="left" valign="top">GZgyrACcoli3F<break/>CampyMAMAgyrA8</td>
<td align="left" valign="top">F:TATGAGCGATATTATCGGTC<break/>R:TAAGGCATCGTAAACAGCCA</td>
<td/>
<td align="center" valign="top">192</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref80">Zirnstein et al. (1999)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec10">
<title>Detection of virulence-associated genes</title>
<p><italic>Campylobacter</italic> isolates were screened for the presence of some virulence determinants by PCR, including the genes responsible for motility (<italic>flaA</italic> and <italic>flhA</italic>), adhesion and colonization (<italic>cadF, docA, racR,</italic> and <italic>virB11</italic>), cytotoxin production (<italic>cdtA</italic>, <italic>cdtB, cdtC</italic>, <italic>ceuE,</italic> and <italic>wlaN</italic>) and invasion-associated markers (<italic>iam</italic> and <italic>ciaB</italic>). Primer sequences and protocol for PCR amplification of the above virulence factors are listed in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
</sec>
<sec id="sec11">
<title>Statistical analysis</title>
<p>To determine if the differences in the frequencies of isolate recovery was significant among the examined sources as well as frequencies of virulence genes among the examined isolates, these frequencies were used as inputs to create contingency tables and the significance was determined by Chi-square (<italic>X</italic><sup>2</sup>) test, with a cutoff level for <italic>p</italic>-value equal to 0.05. The results of resistance phenotypes and frequencies of virulence genes were converted into binary data (0/1), where the presence of a virulence gene received scores of 1, whereas susceptibility to antimicrobials and the absence of a virulence gene received scores of 0. To determine the association of resistance phenotypes and virulence genes to sequence types (STs) among the examined <italic>Campylobacter</italic>, a heatmap with hierarchical clustering based on the binary data (0/1) of antimicrobial resistance and virulence genes was created using the package &#x201C;pheatmap&#x201D; in R software (version 217 3.4.2).</p>
</sec>
</sec>
<sec sec-type="results" id="sec12">
<title>Results</title>
<sec id="sec13">
<title>Genetic diversity of <italic>Campylobacter</italic> isolates using MLST</title>
<p>MLST analysis showed high genetic diversity among both <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates (<xref ref-type="fig" rid="fig1">Figure 1</xref>). A total of 19 different STs were identified: 14 for <italic>C. jejuni</italic> and five for <italic>C. coli</italic> (<xref ref-type="table" rid="tab2">Table 2</xref>). The STs found in <italic>C. jejuni</italic> included ST-607 (<italic>n</italic>&#x2009;=&#x2009;19), ST-353 (<italic>n</italic>&#x2009;=&#x2009;16), ST-50 (<italic>n</italic>&#x2009;=&#x2009;15), ST-6091 (<italic>n</italic>&#x2009;=&#x2009;8), ST-457 (<italic>n</italic>&#x2009;=&#x2009;5), ST-460 (<italic>n</italic>&#x2009;=&#x2009;3), ST-1838 (<italic>n</italic>&#x2009;=&#x2009;3), ST-3115 (<italic>n</italic>&#x2009;=&#x2009;3), ST-467 (<italic>n</italic>&#x2009;=&#x2009;2), ST-12 (<italic>n</italic>&#x2009;=&#x2009;1), ST-939 (<italic>n</italic>&#x2009;=&#x2009;1), ST-2231 (<italic>n</italic>&#x2009;=&#x2009;1), ST-5602 (<italic>n</italic>&#x2009;=&#x2009;1) and ST-6772 (<italic>n</italic>&#x2009;=&#x2009;1). <italic>C. jejuni</italic> isolates from broiler feces showed the most diversity, including 11 STs, followed by seven STs found in broiler cecae. Further, 12 <italic>C. jejuni</italic> STs could be assigned to six previously described CCs (CC21, CC607, CC353, CC49, CC354, and CC460), whereas two (ST-5602 and ST-6091) belonged to undefined CCs. The STs found in <italic>C. coli</italic> were assigned to a single previously described CC828 included ST-8064 (<italic>n</italic>&#x2009;=&#x2009;1), ST-829 (<italic>n</italic>&#x2009;=&#x2009;6), ST-825 (<italic>n</italic>&#x2009;=&#x2009;2), ST-1082 (<italic>n</italic>&#x2009;=&#x2009;8) and ST-1063 (<italic>n</italic>&#x2009;=&#x2009;1).</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>A heatmap supported by a dendrogram showing the distribution of antimicrobial resistance phenotypes, resistance and virulence genes among the examined <italic>Campylobacter</italic> assigned to various multilocus sequence types (ST). Dark blue squares indicate the presence of virulence and resistance genes and phenotypic resistance; gray squares indicate absent genes and phenotypic susceptibility.</p>
</caption>
<graphic xlink:href="fmicb-14-1271551-g001.tif"/>
</fig>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>Distribution of <italic>C. jejuni</italic> and <italic>C. coli</italic> MLST (ST) according to samples&#x2019; sources.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Source of isolates</th>
<th align="center" valign="top" colspan="14"><italic>C. jejuni</italic></th>
<th align="center" valign="top" colspan="5"><italic>C. coli</italic></th>
</tr>
<tr>
<th align="center" valign="top" colspan="7">CC-353</th>
<th align="center" valign="top">CC-354</th>
<th align="center" valign="top">CC-607</th>
<th align="center" valign="top">CC-21</th>
<th align="center" valign="top">CC-460</th>
<th align="center" valign="top">CC-49</th>
<th align="center" valign="top">UA</th>
<th align="center" valign="top">UA</th>
<th align="center" valign="top" colspan="5">CC-828</th>
</tr>
<tr>
<th align="center" valign="top">ST-353</th>
<th align="center" valign="top">ST-2231</th>
<th align="center" valign="top">ST-1838</th>
<th align="center" valign="top">ST-12</th>
<th align="center" valign="top">ST-457</th>
<th align="center" valign="top">ST-6772</th>
<th align="center" valign="top">ST-939</th>
<th align="center" valign="top">ST-3115</th>
<th align="center" valign="top">ST-607</th>
<th align="center" valign="top">ST-50</th>
<th align="center" valign="top">ST-460</th>
<th align="center" valign="top">ST-467</th>
<th align="center" valign="top">ST-5602</th>
<th align="center" valign="top">ST-6091</th>
<th align="center" valign="top">ST-8064</th>
<th align="center" valign="top">ST-825</th>
<th align="center" valign="top">ST-1082</th>
<th align="center" valign="top">ST-829</th>
<th align="center" valign="top">ST-1063</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Broiler ceca (16)</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">1</td>
<td/>
<td align="center" valign="top">2</td>
<td/>
<td align="center" valign="top">2</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Broiler feces (37)</td>
<td align="center" valign="top">5</td>
<td/>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">4</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Carcass rinse (10)</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Whole carcass rinse final (6)</td>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Broiler soil (10)<sup>a</sup></td>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Layer feces (7)</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Pig feces (4)</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Cow feces (2)</td>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Cow soil (2)<sup>a</sup></td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Layer soil (3)<sup>a</sup></td>
<td align="center" valign="top">2</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Total</td>
<td align="center" valign="top">16</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">19</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">6</td>
<td align="center" valign="top">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>a</sup>Soil sources indicate isolates recovered from the pasture topsoil in the same area the fecal samples were collected on that sampling day.</p>
<p>UA, undefined CCs.</p>
</table-wrap-foot>
</table-wrap>
<p>Thermophilic isolates used in this study were originating from nine pastured poultry and livestock raised flocks, including broiler feces, broiler soil, broiler ceca, whole carcass rinse, pig feces, layer feces, layer soil, final whole carcass rinse, cow feces, and cow soil. By studying the frequency distribution of the recovered <italic>C. jejuni</italic> and <italic>C. coli</italic> from different sources, a significant (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) associations of isolate recovery to the examined sources was obvious (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>).</p>
<p>Concerning the distribution of <italic>C. jejuni</italic> and <italic>C. coli</italic> STs according to the source of samples, 7STs were detected belonging to CC-353 which was the most frequent clonal complex identified including ST-353 from broiler ceca, broiler feces, whole carcass rinse, layer feces, cow feces, cow soil and layer soil, ST-2231 from carcass rinse, ST-1838 from broiler feces (3), ST-12 from broiler feces (1), ST-457 was detected from carcass rinse and broiler soil, ST-6772 was detected from broiler ceca (1) and ST-939 was detected from broiler feces. Regarding CC 607, only ST-607 from broiler ceca, broiler feces, carcass rinse, broiler soil, layer feces and pig feces was identified. From CC-21 only ST- 50 was detected from broiler ceca, broiler feces, carcass rinse, whole carcass rinse, broiler soil, layer feces and pig feces. In addition to CC 460, ST- 460 was identified from broiler feces and layer feces and CC49 from which ST-467 was detected from broiler ceca and broiler feces. Furthermore, two STs not assigned to any clonal complex were also identified including ST-5602 from broiler feces and ST-6091 was detected from broiler ceca, broiler feces and pig feces. Regarding <italic>C. coli</italic> only CC-828 were detected and 5 STs were identified including ST- 8064 (broiler feces), ST- 825 (broiler ceca), ST-1082 (broiler ceca, carcass rinse, whole carcass rinse, broiler soil), ST-829 (broiler ceca, broiler feces, carcass rinse, broiler soil) and ST-1063 from broiler soil (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec14">
<title>Antimicrobial susceptibility of <italic>Campylobacter jejuni</italic> and <italic>Campylobacter coli</italic> isolates</title>
<p>Frequency of antibiotic resistance of the <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates to various antibiotics is presented in <xref ref-type="table" rid="tab3">Table 3</xref> and <xref ref-type="fig" rid="fig1">Figure 1</xref>. In total, 75 (95%) of the <italic>C. jejuni</italic> isolates were resistant to various numbers of antibiotics tested. Fifty-nine isolates (75%) were resistant to tetracycline alone, four isolates (5%) were resistant to two antibiotics (azithromycin and tetracycline), and another four (5%) were pan susceptible to all nine antibiotics tested. Twelve isolates were resistant to at least three antibiotics, and therefore considered multi-drug resistant (MDR), with one isolate showing resistance to eight antibiotics (azithromycin, clindamycin, erythromycin, florfenicol, gentamicin, telithromycin, tetracycline, and nalidixic acid). For <italic>C. coli</italic>, five (28%) and two (11%) isolates were resistant to tetracycline and clindamycin, respectively. However, two (11%) <italic>C. coli</italic> isolates were resistant to five antibiotics (tetracycline, azithromycin, clindamycin, erythromycin, and telithromycin). All <italic>C. coli</italic> isolates were sensitive to the quinolone class antibiotics (nalidixic acid and ciprofloxacin).</p>
<table-wrap position="float" id="tab3"><label>Table 3</label>
<caption>
<p>Results of antimicrobial susceptibility testing for the examined <italic>Campylobacter</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Antimicrobials</th>
<th align="left" valign="middle" rowspan="2">Class</th>
<th align="center" valign="top"><italic>C. jejuni</italic> (<italic>n</italic>=79)</th>
<th align="center" valign="top"><italic>C. coli</italic> (<italic>n</italic>=18)</th>
</tr>
<tr>
<th align="center" valign="top">Resistant No. (%)</th>
<th align="center" valign="top">Resistant No. (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Tetracycline</td>
<td align="left" valign="middle">Tetracycline</td>
<td align="center" valign="top">59 (74.68%)</td>
<td align="center" valign="top">5 (27.78%)</td>
</tr>
<tr>
<td align="left" valign="middle">Clindamycin</td>
<td align="left" valign="middle">Lincomycin</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">2 (11.11%)</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin</td>
<td align="left" valign="middle">Tetracycline, Macrolide</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Clindamycin</td>
<td align="left" valign="middle">Tetracycline, Lincomycin</td>
<td align="center" valign="top">4 (5.06%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Erythromycin</td>
<td align="left" valign="middle">Tetracycline, Macrolide</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Gentamicin</td>
<td align="left" valign="middle">Tetracycline, Aminoglycoside</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Ciprofloxacin, Nalidixic acid</td>
<td align="left" valign="middle">Tetracycline, Quinolone</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Clindamycin, Erythromycin</td>
<td align="left" valign="middle">Tetracycline, Lincomycin, Macrolide</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Azithromycin, Ciprofloxacin, Clindamycin</td>
<td align="left" valign="middle">Macrolide, Quinolone, Lincomycin</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Ciprofloxacin, Clindamycin, Nalidixic acid</td>
<td align="left" valign="middle">Quinolone, Lincomycin</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin, Ciprofloxacin, Clindamycin</td>
<td align="left" valign="middle">Tetracycline, Macrolide, Quinolone, Lincomycin</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin, Clindamycin, Erythromycin</td>
<td align="left" valign="middle">Tetracycline, Macrolide Lincomycin</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Azithromycin, Ciprofloxacin, Clindamycin, Nalidixic acid</td>
<td align="left" valign="middle">Macrolide, Quinolone, Lincomycin</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin, Clindamycin, Erythromycin, Telithromycin</td>
<td align="left" valign="middle">Tetracycline, Lincomycin, Macrolide, Ketolide</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">2 (11.11%)</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin, Clindamycin, Florfenicol, Nalidixic acid</td>
<td align="left" valign="middle">Tetracycline, Macrolide, Lincomycin, Amphenicol, Quinolone</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Tetracycline, Azithromycin, Clindamycin, Erythromycin, Florfenicol, Gentamicin, Telithromycin, Nalidixic acid</td>
<td align="left" valign="middle">Tetracycline, Macrolide, Lincomycin, Amphenicol, Aminoglycoside, Ketolide, Quinolone</td>
<td align="center" valign="top">1 (1.27%)</td>
<td align="center" valign="top">0</td>
</tr>
<tr>
<td align="left" valign="middle">Total</td>
<td/>
<td align="center" valign="top">75 (95%)</td>
<td align="center" valign="top">9 (50%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec15">
<title>Detection of antimicrobial resistance mechanisms</title>
<p>The <italic>tetO</italic> gene that is responsible for tetracycline-resistant was detected in 80 isolates (82.5%) including 71 (89.9%) for <italic>C. jejuni</italic> and 9 (50%) for <italic>C. coli</italic>. Interestingly, the <italic>tetO</italic> gene was not detected in five phenotypically resistant isolates, but was detected from six phenotypically sensitive strains. The point mutation in <italic>gyrA</italic> responsible for quinolone resistance of <italic>C. jejuni</italic> (<italic>n</italic>&#x2009;=&#x2009;5) and <italic>C. coli</italic> (<italic>n</italic>&#x2009;=&#x2009;1) isolates was detected using MAMA-PCR. All phenotypically resistant isolates had a point mutation in the <italic>gyrA</italic>. For erythromycin-resistant isolates, <italic>ermB</italic> was detected in three isolates. The mutated A2075 was found in one isolate, while the A2074 mutation could not be identified.</p>
</sec>
<sec id="sec16">
<title>Distribution of virulence genes</title>
<p>Analysis of virulence gene distribution among <italic>C</italic>. <italic>jejuni</italic> and <italic>C. coli</italic> isolates revealed that all 97 <italic>Campylobacter</italic> isolates harbored the virulence genes tested (<xref ref-type="table" rid="tab4">Table 4</xref>). All isolates contained the <italic>flaA</italic> gene (100%) and the other genes were detected in a high prevalence rate, including <italic>flhA</italic> (84.5%; 82/97), <italic>cadF</italic> (84.5%; 82/97), <italic>docA</italic> (85.6%, 83/97), <italic>ciaB</italic> (80.4%, 79/97), <italic>racR</italic> (83.5%, 81/97), <italic>cdtC</italic> (84.5%; 82/97), <italic>cdtB</italic> (84.5%, 82/97), <italic>cdtA</italic> (82.5%, 80/97), <italic>ceuE</italic> (72.2, 70/97), and <italic>VirB11</italic> (58.8%, 57/97). On the other hand, the <italic>wlaN</italic> gene was detected in only 35 isolates (36.1%) and <italic>iam</italic> gene was found in only 29 isolates (29.9%). In addition, the frequency of genes encoding adhesion and colonization factors in <italic>C. jejuni</italic> was significantly higher than that in <italic>C. coli</italic> (<xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4"><label>Table 4</label>
<caption>
<p>Prevalence of virulence gene markers from <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Virulence factors</th>
<th align="left" valign="middle">Target genes</th>
<th align="center" valign="middle"><italic>C. jeju</italic>ni (<italic>n</italic>=79) (%)</th>
<th align="center" valign="middle"><italic>C. coli</italic> (<italic>n</italic>=18) (%)</th>
<th align="center" valign="middle">Total (<italic>n</italic>=97) (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="3">Motility</td>
<td align="left" valign="middle"><italic>flaA</italic></td>
<td align="center" valign="middle">79 (100%)</td>
<td align="center" valign="middle">18 (100%)</td>
<td align="center" valign="middle">97 (100%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>flhA</italic></td>
<td align="center" valign="middle">78 (98.7%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">82 (84.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic> value</td>
<td align="center" valign="middle" colspan="3">
<bold>0.0054&#x002A;</bold>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="5">Adhesion and colonization</td>
<td align="left" valign="middle"><italic>cadF</italic></td>
<td align="center" valign="middle">79 (100%)</td>
<td align="center" valign="middle">3 (16.7%)</td>
<td align="center" valign="middle">82 (84.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>docA</italic></td>
<td align="center" valign="middle">78 (98.7%)</td>
<td align="center" valign="middle">5 (27.8%)</td>
<td align="center" valign="middle">83 (85.6%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>racR</italic></td>
<td align="center" valign="middle">77 (97.5%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">81 (83.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>virB11</italic></td>
<td align="center" valign="middle">56 (70.9%)</td>
<td align="center" valign="middle">1 (5.6%)</td>
<td align="center" valign="middle">57 (58.8%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic> value</td>
<td align="center" valign="middle" colspan="3">
<bold>0.645</bold>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="6">Cytotoxin production</td>
<td align="left" valign="middle"><italic>cdtA</italic></td>
<td align="center" valign="middle">77 (97.5%)</td>
<td align="center" valign="middle">3 (16.7%)</td>
<td align="center" valign="middle">80 (82.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>cdtB</italic></td>
<td align="center" valign="middle">78 (98.7%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">82 (84.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>cdtC</italic></td>
<td align="center" valign="middle">78 (98.7%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">82 (84.5%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>ceuE</italic></td>
<td align="center" valign="middle">69 (87.3%)</td>
<td align="center" valign="middle">1 (5.6%)</td>
<td align="center" valign="middle">70 (72.2%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>wlaN</italic></td>
<td align="center" valign="middle">31 (3.8%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">35(36.1%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic> value</td>
<td align="center" valign="middle" colspan="3">
<bold>0.2396</bold>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Invasiveness</td>
<td align="left" valign="middle"><italic>ciaB</italic></td>
<td align="center" valign="middle">74 (93.7%)</td>
<td align="center" valign="middle">4 (22.2%)</td>
<td align="center" valign="middle">78(80.4%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>iam</italic></td>
<td align="center" valign="middle">14 (17.7%)</td>
<td align="center" valign="middle">15 (83.3%)</td>
<td align="center" valign="middle">29 (29.9%)</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>p</italic> value</td>
<td align="center" valign="middle" colspan="3">
<bold>0.00001&#x002A;</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Indicates statistical significance. Bold values are just indicates the <italic>p</italic> values after statistical analysis.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<title>Discussion</title>
<p>Within the poultry industry, concerns have been expressed over the microbiological safety of pasture-raised poultry products despite consumer confidence in these types of production. The continuous exposure of the flocks to the pasture environment increases the possibility of contact with other sources of <italic>Campylobacter</italic> such as wild birds, insects, etc. (<xref ref-type="bibr" rid="ref4">Berg, 2001</xref>). Due to the growing preference of this type of meat product, the question of whether the welfare benefits for this type of production is aligned with appropriate food safety should be explored. As a result, the current study was carried out to explore the genetic relatedness, virulence, and antimicrobial susceptibility of thermophilic <italic>Campylobacter</italic> by characterizing 97 isolates from pasture-raised poultry farms and the following processing operations.</p>
<p><italic>Campylobacter</italic> sequence-based genotyping techniques yield data that is consistent across host sources, reproducible, and suitable for population genetic study (<xref ref-type="bibr" rid="ref18">Dingle et al., 2001</xref>). Multi-locus sequence typing (MLST) identifies clonal complexes and links <italic>Campylobacter</italic> species to specific animal sources (<xref ref-type="bibr" rid="ref9005">Dingle et al., 2002</xref>; <xref ref-type="bibr" rid="ref12">Colles et al., 2008</xref>). In this study, <italic>Campylobacter</italic> genotypes identified by MLST were diverse based on the number of samples taken from each flock. These results are in an agreement with the results reported by <xref ref-type="bibr" rid="ref13">Colles et al. (2010)</xref> who found a great diversity in <italic>Campylobacter</italic> genotypes isolated from free-range broiler flocks. However, <xref ref-type="bibr" rid="ref7">Bull et al. (2006)</xref> and <xref ref-type="bibr" rid="ref42">Lindmark et al. (2006)</xref> reported a lower ST diversity of up to three STs within housed flocks. These discrepant findings highlight the importance of collecting large numbers of samples from a flock in order to identify the full range of variability within a flock. The most common clonal complexes CC607, CC21 and CC353 were predominant among <italic>C. jejuni</italic> strains in our study. These CCs were reported also as the most common CCs identified from human samples in various geographic regions (<xref ref-type="bibr" rid="ref18">Dingle et al., 2001</xref>; <xref ref-type="bibr" rid="ref16">de Haan et al., 2010</xref>; <xref ref-type="bibr" rid="ref61">Smid et al., 2013</xref>). On the ST level, ST-353 and ST-50 were reported also as the most widely distributed STs among human and broiler <italic>C. jejuni</italic> isolates (<xref ref-type="bibr" rid="ref31">Harvala et al., 2016</xref>; <xref ref-type="bibr" rid="ref21">Elhadidy et al., 2018</xref>). These results highlight the importance of poultry sources for human campylobacteriosis.</p>
<p>The presence of thirteen virulence genes was investigated by PCR to confirm the pathogenic potential of these isolates. Significant differences in the occurrence of virulence genes were observed, <italic>C. jejuni</italic> isolates had a higher virulence potential than <italic>C. coli</italic> isolates. These results are in an agreement with those reported by <xref ref-type="bibr" rid="ref9">Casabonne et al. (2016)</xref> and <xref ref-type="bibr" rid="ref69">Wieczorek et al. (2013)</xref> from conventionally raised broiler flocks. Our results showed that the <italic>flaA</italic> gene was detected in all strains, and the <italic>flhA</italic> gene was found in most of the isolates examined. Similar findings are also reported by <xref ref-type="bibr" rid="ref52">Rossler et al. (2020)</xref> that <italic>flaA</italic> and <italic>flhA</italic> genes were detected in all their isolates collection. Mobility of <italic>Campylobacter</italic>, involving the coordination of many genes (such as <italic>flaA</italic> and <italic>flhA</italic>), is important for passage through the stomach and gut (<xref ref-type="bibr" rid="ref28">Gilbreath et al., 2011</xref>). The presence of <italic>flaA</italic> and <italic>flhA</italic> genes in a high proportion of the isolates examined suggests that motility and virulence mechanism are synchronized during <italic>Campylobacter</italic> pathogenesis (<xref ref-type="bibr" rid="ref70">Wieczorek et al., 2015</xref>; <xref ref-type="bibr" rid="ref76">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="ref23">Fraz&#x00E3;o et al., 2017</xref>; <xref ref-type="bibr" rid="ref52">Rossler et al., 2020</xref>).</p>
<p>The <italic>Campylobacter</italic> adhesion to fibronectin F (<italic>cadF</italic>) gene, encoding an adhesin and fibronectin-binding protein that involves in the process of invasion and influences the microfilament organization in host cells (<xref ref-type="bibr" rid="ref76">Zhang et al., 2016</xref>), was also detected in most of our isolates (<xref ref-type="table" rid="tab4">Table 4</xref>). Similar observations have been reported that the high frequency of the <italic>cadF</italic> gene in <italic>Campylobacter</italic> species was detected from poultry productions and processing operations (<xref ref-type="bibr" rid="ref55">Rozynek et al., 2005</xref>; <xref ref-type="bibr" rid="ref23">Fraz&#x00E3;o et al., 2017</xref>; <xref ref-type="bibr" rid="ref52">Rossler et al., 2020</xref>). Additionally, <xref ref-type="bibr" rid="ref79">Ziprin et al. (1999)</xref> demonstrated that <italic>Campylobacter</italic> <italic>cadF</italic>-negative strains are not able to colonize in chicken gastrointestinal tract. Therefore, the <italic>cadF</italic> gene product may play a similar function in human pathogenesis and causing disease.</p>
<p>The Guillain-Barr&#x00E9; syndrome associated gene (<italic>wlaN</italic>) and its gene product have ganglioside-like structures and is responsible for specific lipooligosaccharides (LOS) synthesis (<xref ref-type="bibr" rid="ref32">Hermans et al., 2011</xref>). This LOS synthesis is thought to be involved in the development of Guillain-Barr&#x00E9; and Miller-Fischer syndromes after <italic>C. jejuni</italic> infection (<xref ref-type="bibr" rid="ref27">Gilbert et al., 2000</xref>; <xref ref-type="bibr" rid="ref43">Linton et al., 2000</xref>). The presence of this gene in <italic>Campylobacter</italic> may increase the risk for suffering post-neurological conditions. Our findings indicate its presence in 36.1% of the total thermophilic <italic>Campylobacter</italic> isolates, which is in line with many previous studies in conventional poultry management systems (<xref ref-type="bibr" rid="ref64">Talukder et al., 2008</xref>; <xref ref-type="bibr" rid="ref38">Koolman et al., 2015</xref>; <xref ref-type="bibr" rid="ref71">Wieczorek et al., 2018</xref>).</p>
<p><italic>Campylobacter</italic> toxins are important virulence marker determinants. One of the toxin groups is the cytolethal distending cytotoxins, which are encoded by the <italic>cdt</italic> genes and form polycistronic <italic>cdt</italic> operons. The gene products include CdtA, CdtB, and CdtC cytotoxins, which are toxic to host enterocytes (<xref ref-type="bibr" rid="ref8">Carvalho et al., 2013</xref>). These cytotoxins play important roles in development of diarrhea by interfering with the proliferation and differentiation of intestinal crypt cells (<xref ref-type="bibr" rid="ref57">Scuron et al., 2016</xref>). The three subunits are required for the full activity of the toxins (<xref ref-type="bibr" rid="ref39">Lapierre et al., 2016</xref>). CdtB displays enzymatic Dnase activity resulting in cell-cycle arrest and cell death, while CdtA and CdtC are responsible for the translocation of CdtB across the target cell membrane (<xref ref-type="bibr" rid="ref40">Lara-Tejero and Galan, 2001</xref>). In this study, these toxin genes were detected in majority of <italic>C. jejuni</italic> isolates (98.7&#x2013;97.5%).</p>
<p><italic>Campylobacter</italic> survival in the digestive tract is highly dependent on the <italic>ciaB</italic> gene. This gene can secret a CiaB protein that is responsible for the invasion and colonization of this microorganism in chicken intestines (<xref ref-type="bibr" rid="ref32">Hermans et al., 2011</xref>). Among <italic>Campylobacter</italic> isolates, it was found in a frequency of 80.4%. Similarly, in conventionally reared broilers, the <italic>ciaB</italic> gene was detected in a similar prevalence by <xref ref-type="bibr" rid="ref51">Raeisi et al. (2017)</xref> and <xref ref-type="bibr" rid="ref71">Wieczorek et al. (2018)</xref>. Because the <italic>ciaB</italic> gene is important in the early stages of colonization, their removal may causes bacterial failure to survive the stress of passage through the gut followed by colonization failure (<xref ref-type="bibr" rid="ref78">Ziprin et al., 2001</xref>). Additionally, regulatory protein R (<italic>racR</italic>) gene and its gene product regulate temperature during growth and colonization of this microorganism in the hosts. The prevalence of <italic>racR</italic> in our study is 83.5%, which is similar to that reported in conventional broiler flocks by <xref ref-type="bibr" rid="ref15">Datta et al. (2003)</xref> and <xref ref-type="bibr" rid="ref64">Talukder et al. (2008)</xref>; however, <xref ref-type="bibr" rid="ref30">Hanning et al. (2012)</xref> demonstrated a lower <italic>racR</italic> prevalence rate (34%) in a pasture-raised broiler flock study.</p>
<p>The enterochelin binding lipoprotein encoded by siderophore transport (<italic>ceuE</italic>), which has an important role in virulence and regulation of the siderophore transport system (<xref ref-type="bibr" rid="ref32">Hermans et al., 2011</xref>), was detected in 72.2% of the <italic>Campylobacter</italic> isolates.</p>
<p>The use of antibiotics, either overuse or abuse, in food animals contributes to the establishment of antimicrobial resistance (AMR) in commensal and zoonotic enteric bacteria (<xref ref-type="bibr" rid="ref67">Varga et al., 2009</xref>; <xref ref-type="bibr" rid="ref66">van Boeckel et al., 2015</xref>). To prevent the spread of AMR <italic>Campylobacter</italic> through the food chain, it is critical to continuously monitor its antimicrobial resistance and resistance mechanisms. In this study, five (5.2%) <italic>Campylobacter</italic> isolates were resistant to quinolones and fluroquinolones [nalidixic acid (<italic>n</italic>&#x2009;=&#x2009;4) and ciprofloxacin (<italic>n</italic>&#x2009;=&#x2009;1)]. The lower resistance of quinolones and fluoroquinolone-resistant isolates in this study may be related to that the U.S. Food and Drug Administration (FDA) banned the use of fluoroquinolones in poultry production in the United States in 2005 (<xref ref-type="bibr" rid="ref29">Griggs et al., 2005</xref>). However, other studies argued that the FDA&#x2019;s restriction on fluoroquinolones in chicken production may not be enough to mitigate the resistant <italic>Campylobacter</italic> in poultry products, because fluoroquinolone-resistant <italic>Campylobacter</italic> was found in persistent pollutants of poultry products even after discontinuous on-farm fluoroquinolone use (<xref ref-type="bibr" rid="ref50">Price et al., 2007</xref>). Monitoring the prevalence of resistant strains in chicken flocks, production facilities, consumer poultry products, and human diseases is therefore crucial in order to accurately evaluate the effectiveness of this policy. The low frequency of resistance to quinolones and fluoroquinolones in this study may also related to the fact that antibiotics were not utilized by any farms during the duration of this study. <xref ref-type="bibr" rid="ref45">Luangtongkum et al. (2006)</xref> reported a significant difference between antimicrobial resistance rates of &#x003C;2% vs. 46&#x2013;67% in organic and conventional raised poultry farms, respectively.</p>
<p>The <italic>Campylobacter</italic> isolates that displayed resistant to quinolones and fluroquinolones [ciprofloxacin (MIC&#x2009;=&#x2009;8&#x2009;&#x03BC;g/mL) and nalidixic acid (MIC&#x2009;=&#x2009;64&#x2009;&#x03BC;g/mL), respectively] were further examined for the presence of the most common mutation site. A point mutation at position 86 leading to threonine replacement by isoleucine was detected in the QRDR of the <italic>gyrA</italic> gene from our isolates. A MAMA-PCR was used to determine the presence of this type of mutation (<xref ref-type="bibr" rid="ref80">Zirnstein et al., 1999</xref>; <xref ref-type="bibr" rid="ref48">Payot et al., 2004</xref>). In this protocol, a conserved forward primer, CampyMAMA<italic>gyrA</italic>1, and a reverse mutation detection primer, CampyMAMA<italic>gyrA</italic>5 were used to generate a 265-bp PCR product, indicating the presence of the Thr-86-Ile (ACA to ATA) mutation in the <italic>C. jejuni gyrA</italic> gene. This method was used as an alternative to nucleotide sequencing because it is not accessible in ordinary microbiology laboratories. Our results revealed that this mutation was found among all phenotypically resistant isolates. In contrast, this mutation was found to be absent in some quinolone resistance isolates, leading researchers to speculate that it could be linked to alternative resistance mechanisms (<xref ref-type="bibr" rid="ref6">Bolton et al., 2013</xref>; <xref ref-type="bibr" rid="ref21">Elhadidy et al., 2018</xref>; <xref ref-type="bibr" rid="ref73">Yeh et al., 2022</xref>).</p>
<p>Emergence of resistance to erythromycin by <italic>Campylobacter</italic> isolates has been reported (<xref ref-type="bibr" rid="ref17">Deng et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="ref34">Jehanne et al., 2021</xref>). Resistance of <italic>Campylobacter</italic> to this macrolide is chromosomally mediated, most commonly due to a shift in the target site on the 23S rRNA subunit. These mutations have been identified at locations of 2074 and 2075 (<xref ref-type="bibr" rid="ref65">Vacher et al., 2003</xref>). The transitory mutation A2075G is the most prevalent among erythromycin-resistant <italic>Campylobacter</italic> isolates, while the A2074C mutation is less identified among the resistant strains (<xref ref-type="bibr" rid="ref65">Vacher et al., 2003</xref>). In erythromycin resistant isolates in this study (MIC &#x003E;64&#x2009;&#x03BC;g/mL), A2075G was detected in one isolate, while A2074G could not be identified from any isolate. Additionally, <italic>ermB</italic> was found in three out of nine erythromycin-resistant isolates, while <xref ref-type="bibr" rid="ref19">Elhadidy et al. (2020)</xref> could not identify <italic>ermB</italic> gene from any erythromycin-resistant <italic>Campylobacter</italic> isolates. These findings on the molecular basis of macrolide resistance in <italic>Campylobacter</italic> revealed the importance of additional resistance mechanisms in <italic>Campylobacter</italic> encoding erythromycin resistance such as CmeABC is a multi-drug efflux pump system broadly distributed in <italic>Campylobacter</italic>, representing an important mechanism for antibiotic resistance (<xref ref-type="bibr" rid="ref41">Lin et al., 2002</xref>).</p>
<p>Interestingly, one isolate in this study was gentamicin resistant (MIC&#x003E;32&#x2009;&#x03BC;g/mL). This result is congruent with that of <xref ref-type="bibr" rid="ref45">Luangtongkum et al. (2006)</xref>, who reported that none of the <italic>Campylobacter</italic> species isolated from conventionally or organically raised broilers were gentamicin resistant. Similarly, <xref ref-type="bibr" rid="ref25">Giacomelli et al. (2014)</xref> and <xref ref-type="bibr" rid="ref21">Elhadidy et al. (2018)</xref> could not identify gentamicin resistant isolates among <italic>Campylobacter</italic> isolates from poultry in Italy and Belgium, respectively. On the other hand, <xref ref-type="bibr" rid="ref56">Saenz et al. (2000)</xref> found a 25% prevalent rate of gentamicin resistant isolates from broilers in Spain. The common low prevalence of gentamicin resistance may contribute to few usages of this antibiotic during the poultry production (<xref ref-type="bibr" rid="ref56">Saenz et al., 2000</xref>; <xref ref-type="bibr" rid="ref53">Roth et al., 2019</xref>).</p>
<p>Our results showed the high prevalence of tetracycline resistance among the isolates (MIC &#x003E;64&#x2009;&#x03BC;g/mL) (<xref ref-type="table" rid="tab3">Table 3</xref>). These findings are also reported by other researchers from Kenya, Finland, Iraq, Poland, and USA (<xref ref-type="bibr" rid="ref45">Luangtongkum et al., 2006</xref>; <xref ref-type="bibr" rid="ref47">Nguyen et al., 2016</xref>; <xref ref-type="bibr" rid="ref49">Pohjola et al., 2016</xref>; <xref ref-type="bibr" rid="ref71">Wieczorek et al., 2018</xref>; <xref ref-type="bibr" rid="ref58">Shakir et al., 2021</xref>) where <italic>C. jejuni</italic> and <italic>C. coli</italic> were isolated from small scale and backyard chicken flocks. In addition, <xref ref-type="bibr" rid="ref3">Bailey et al. (2019)</xref> found that tetracycline resistances in organic farms were more common than the conventional farms. The reports have demonstrated that the plasmid-encoded <italic>tet (O)</italic> gene is responsible for tetracycline resistance in <italic>Campylobacter</italic> (<xref ref-type="bibr" rid="ref26">Gibreel et al., 2004</xref>; <xref ref-type="bibr" rid="ref72">Wozniak-Biel et al., 2018</xref>; <xref ref-type="bibr" rid="ref20">Elhadidy et al., 2019</xref>), and this gene can be horizontally transferred between <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates in the intestines of food animals and humans (<xref ref-type="bibr" rid="ref37">Kim et al., 2010</xref>). Interestingly, the presence of phenotypic tetracycline resistant isolates that did not harbored <italic>tet (O)</italic> gene may be related to the genetic inactivated of efflux pumps (<xref ref-type="bibr" rid="ref35">Jeon et al., 2011</xref>). The high rates of resistance reported for tetracycline could be attributed to the overuse during the poultry production (<xref ref-type="bibr" rid="ref25">Giacomelli et al., 2014</xref>).</p>
<p>In conclusion, MLST analysis showed high genetic diversity among both <italic>C. jejuni</italic> and <italic>C. coli</italic> isolates. The identified STs were reported also as the most common STs identified from human samples in various geographic regions. These results highlight the importance of poultry sources for human campylobacteriosis. Additionally, <italic>Campylobacter</italic> isolated from pasture-raised poultry flocks from this study were generally consistent with <italic>Campylobacter</italic> previously isolated from conventionally reared broiler flocks in regard to ST prevalence and diversity, antibiotic resistance patters, and virulence. Thus, in terms of public health risk of campylobacteriosis, these results indicate that pasture-raised poultry products appear to be equivalent conventionally reared products, but still represents a potential zoonotic source of <italic>Campylobacter</italic> that requires further investigation.</p>
</sec>
<sec sec-type="data-availability" id="sec18">
<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">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>AA: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. H-YY: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. HR: Data curation, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. MR: Resources, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. AA, an Egyptian Junior Scientist, was supported by the U.S. &#x2013; Egypt Science and Technology Joint Fund, Cairo, Egypt. This study was supported by the USDA Agricultural Research Service CRIS Project No. 6040-32000-071-00D.</p>
</sec>
<ack>
<p>We thank Susan Q. Brooks and Manju Amin of Poultry Microbiological Safety and Processing Research Unit, U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, United States for the technical supports. AA, an Egyptian Junior Scientist, was supported by the U.S. &#x2013; Egypt Science and Technology Joint Fund, Cairo, Egypt. This study was supported by the USDA Agricultural Research Service CRIS Project No. 6040-32000-071-00D. Mention of trade names or commercial products in this paper is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the U.S. Department of Agriculture, which is an equal opportunity provider and employer.</p>
</ack>
<sec sec-type="COI-statement" id="sec21">
<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="sec100" 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 sec-type="supplementary-material" id="sec22">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1271551/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1271551/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn id="fn0001">
<p><sup>1</sup><ext-link xlink:href="https://pubmlst.org/bigsdb?db=pubmlst_campylobacter_seqdef" ext-link-type="uri">https://pubmlst.org/bigsdb?db=pubmlst_campylobacter_seqdef</ext-link>
</p>
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