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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Vet World</journal-id>
      <journal-title>Veterinary World</journal-title>
      <issn pub-type="ppub">0972-8988</issn>
      <issn pub-type="epub">2231-0916</issn>
      <publisher>
        <publisher-name>Veterinary World</publisher-name>
        <publisher-loc>India</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">Vetworld-19-654</article-id>
      <article-id pub-id-type="doi">10.14202/vetworld.2026.654-666</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>RESEARCH ARTICLE</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Phenotypic and genotypic characterization of multidrug-resistant avian pathogenic <italic>Escherichia coli</italic> across life stages of captive African Houbara bustards: Conservation and One Health implications</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Rashad</surname>
            <given-names>Sara M.</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <xref ref-type="corresp" rid="cor1"/>
        </contrib>
      </contrib-group>
      <aff id="aff1">Labouratory manager, Bacteriology and Molecular biology units, International Foundation for Ecological Research (IFER), Errachidia, Morocco</aff>
      <author-notes>
        <corresp id="cor1"><bold>Corresponding Author:</bold> Sara M. Rashad <bold>E-mail:</bold> <email xlink:href="saranomrosy86@gmail.com">saranomrosy86@gmail.com</email>
</corresp>
      </author-notes>
      <pub-date pub-type="ppub">
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>23</day>
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <volume>19</volume>
      <issue>2</issue>
      <fpage>654</fpage>
      <lpage>666</lpage>
      <history>
        <date date-type="received">
          <day>11</day>
          <month>10</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>12</day>
          <month>01</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright: &#xA9; Sara M. Rashad.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0">
          <p>Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.</p>
        </license>
      </permissions>
      <abstract>
        <title>ABSTRACT</title>
        <sec id="st1">
          <title>Background and Aim:</title>
          <p>The African Houbara bustard (<italic>Chlamydotis undulata</italic>), a species of high conservation concern, is maintained through intensive captive breeding programs where bacterial diseases may compromise productivity and reintroduction success. <italic>Escherichia coli</italic> is frequently implicated in reproductive failure, early mortality, and septicemic conditions; however, integrated phenotypic and genotypic characterization of antimicrobial resistance and virulence across life stages in this species remains scarce. This study aimed to determine the prevalence of <italic>E. coli</italic> across different life stages of captive African Houbara bustards, characterize multidrug-resistant (MDR), extensively drug-resistant (XDR), and extended-spectrum &#x3B2;-lactamase (ESBL) phenotypes, and profile avian pathogenic <italic>E. coli</italic> (APEC)&#x2013;associated virulence genes within a One Health framework.</p>
        </sec>
        <sec id="st2">
          <title>Materials and Methods:</title>
          <p>A cross-sectional diagnostic investigation was conducted during the 2025 production season. A total of 110 samples were collected from early embryonic death (n = 50), chicks (n = 25), juveniles (n = 25), and adult females (n = 10). Isolation and identification of <italic>E. coli</italic> were performed using conventional bacteriology and the VITEK&#xAE;2 system. Antimicrobial susceptibility testing was carried out using disk diffusion and VITEK&#xAE;2 AST, with resistance patterns classified according to international MDR and XDR definitions. Phenotypic ESBL detection was undertaken, and a multiplex real-time polymerase chain reaction (PCR) assay targeting 15 APEC-associated virulence genes was applied to representative isolates.</p>
        </sec>
        <sec id="st3">
          <title>Results:</title>
          <p><italic>E. coli</italic> was isolated from 62.7% (69/110) of samples, with the highest prevalence observed in juveniles (84%) and chicks (80%). All isolates were resistant to ampicillin and fluoroquinolones, while complete susceptibility was observed to fosfomycin, aminoglycosides, and chloramphenicol. MDR was detected in 96.9% of tested isolates, and one XDR isolate resistant to 15 antibiotics was identified. ESBL-producing <italic>E. coli</italic> were detected in juveniles (14%) and early embryonic death samples (9%). Virulence profiling revealed a high gene burden, with most isolates harboring &#x2265;10 virulence genes, particularly those associated with iron acquisition, protectins, and invasion.</p>
        </sec>
        <sec id="st4">
          <title>Conclusion:</title>
          <p>Captive African Houbara bustards harbor highly virulent MDR and ESBL-producing <italic>E. coli</italic> across life stages, posing significant conservation, veterinary, and public health risks. Strengthened biosecurity, prudent antimicrobial stewardship, and integrated One Health surveillance are essential to improve breeding success and safeguard reintroduction programs.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>African Houbara bustard</kwd>
        <kwd>antimicrobial resistance</kwd>
        <kwd>avian pathogenic <italic>Escherichia coli</italic></kwd>
        <kwd>captive breeding</kwd>
        <kwd>extended-spectrum beta-lactamase</kwd>
        <kwd>multidrug resistance</kwd>
        <kwd>One Health</kwd>
        <kwd>virulence genes</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1-1" sec-type="intro">
      <title>INTRODUCTION</title>
      <p>Of the 3800 tropical avian species worldwide, a substantial proportion has been reported as endangered or threatened [<xref ref-type="bibr" rid="ref1">1</xref>]. According to the International Union for Conservation of Nature (IUCN) [<xref ref-type="bibr" rid="ref2">2</xref>], the African Houbara bustard (<italic>Chlamydotis undulata</italic>) is listed on the IUCN Red List. The decline in Houbara bustard populations is primarily attributed to overhunting and habitat loss, particularly because this species is a traditional game bird for Arab falconers. The conservation of these birds is therefore imperative, and captive breeding programs play a critical role in maintaining healthy populations, reinforcing wild stocks, and safeguarding against potential population collapse [<xref ref-type="bibr" rid="ref2">2</xref>&#x2013;<xref ref-type="bibr" rid="ref5">5</xref>]. In 2013, a captive breeding program was established at the International Foundation for Ecological Research (IFER) in Errachidia, Morocco, with the objective of conserving and reintroducing this species into its natural habitat.</p>
      <p>Several factors, including genital infections such as salpingitis, peritonitis, and salpingo-peritonitis, can adversely compromise the reproductive performance of females in captive breeding systems [<xref ref-type="bibr" rid="ref6">6</xref>]. Similar conditions have been documented in poultry, with <italic>Escherichia coli</italic> being one of the most frequently isolated pathogens [<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>]. Zoonotic and pathogenic bacteria have been reported in wild birds [<xref ref-type="bibr" rid="ref9">9</xref>], including the Houbara bustard [<xref ref-type="bibr" rid="ref10">10</xref>]. <italic>E. coli</italic> is a major etiological agent of omphalitis, yolk sac infection, and early mortality in young chicks [<xref ref-type="bibr" rid="ref11">11</xref>&#x2013;<xref ref-type="bibr" rid="ref13">13</xref>]. Consequently, the emergence of antimicrobial-resistant bacteria represents one of the most significant challenges facing veterinary medicine and public health [<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref15">15</xref>]. The escalating threat of antibiotic resistance can substantially affect both sectors by restricting the effectiveness and availability of antimicrobial therapies [<xref ref-type="bibr" rid="ref16">16</xref>]. Inappropriate and indiscriminate use of antibiotics is a key factor exacerbating this problem [<xref ref-type="bibr" rid="ref17">17</xref>]. Notably, antibiotic-resistant bacteria have also been detected in wild animals inhabiting remote areas with minimal or no direct exposure to antimicrobial agents [<xref ref-type="bibr" rid="ref18">18</xref>, <xref ref-type="bibr" rid="ref19">19</xref>]. The introduction of captive-bred birds into wild populations has been identified as a potential route for the dissemination of antibiotic-resistant bacteria [<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>].</p>
      <p>Since the 2000s, resistance among <italic>Enterobacteriaceae</italic> to third- and fourth-generation cephalosporins has increasingly been reported, largely due to the production of extended-spectrum &#x3B2;-lactamases, resulting in limited treatment options for affected infections [<xref ref-type="bibr" rid="ref22">22</xref>&#x2013;<xref ref-type="bibr" rid="ref24">24</xref>]. Furthermore, the interaction between virulence factors and antibiotic resistance in <italic>E. coli</italic> influences pathogenicity, disease severity, bacterial survival, and therapeutic outcomes, thereby posing additional challenges for effective disease control [<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>].</p>
      <p>Despite the conservation importance of <italic>C. undulata</italic>, current knowledge on bacterial diseases affecting captive breeding populations remains fragmented and largely descriptive. Previous reports have primarily focused on clinical or pathological findings, with limited integration of phenotypic resistance profiles and genotypic virulence characteristics of <italic>E. coli</italic>. In particular, comprehensive investigations that simultaneously address multidrug-resistant (MDR), extensively drug-resistant (XDR), and extended-spectrum &#x3B2;-lactamase (ESBL) phenotypes, and APEC-associated virulence gene burdens across different life stages are lacking in conservation-managed bustards. Moreover, age-specific patterns of resistance and virulence, especially in early embryonic death, chicks, and juveniles, remain poorly understood, limiting inference on transmission dynamics within closed breeding systems. The absence of such integrative data represents a critical gap in conservation medicine, as it constrains evidence-based biosecurity planning, antimicrobial stewardship, and One Health risk assessment related to the release of captive-bred birds into wild populations.</p>
      <p>The present study aimed to generate an integrated phenotypic and genotypic characterization of <italic>E. coli</italic> isolated from captive <italic>C. undulata</italic> across multiple life stages. Specifically, the objectives were to determine the prevalence of <italic>E. coli</italic> in early embryonic death, chicks, juveniles, and adult females; characterize MDR, XDR, and ESBL phenotypes; assess APEC-associated virulence gene profiles using multiplex real-time polymerase chain reaction (PCR); and explore potential transmission patterns within the captive breeding system. By addressing these objectives, the study seeks to provide baseline evidence to support targeted disease control, rational antimicrobial use, and One Health&#x2013;oriented conservation strategies for endangered bustard populations.</p>
    </sec>
    <sec id="sec1-2" sec-type="materials|methods">
      <title>MATERIALS AND METHODS</title>
      <sec id="sec2-1">
        <title>Ethical approval</title>
        <p>All samples were obtained from routine diagnostic postmortem examinations conducted at the IFER, Errachidia, Morocco. No live birds were handled or experimentally manipulated. Adult females, chicks, and juveniles died naturally or were submitted for necropsy as part of standard veterinary investigations, while egg samples originated from routine incubation monitoring. As no additional interventions were performed, formal ethical approval was not required. Institutional management provided a written exemption, and all procedures complied with national regulations and institutional animal welfare guidelines.</p>
      </sec>
      <sec id="sec2-2">
        <title>Study period and location</title>
        <p>This study was conducted during the 2025 production season (encompassing the breeding and rearing cycle from approximately January to June, aligned with the species&#x2019; natural reproductive period under captive management) at the IFER captive breeding facility in Errachidia, Morocco. The facility is located in a semi-arid region (coordinates approximately 31.93&#xB0;N, 4.42&#xB0;W) and serves as a dedicated center for the conservation and reintroduction of the African Houbara bustard. All sampling, necropsies, and laboratory analyses were performed on-site or at affiliated laboratories within the IFER premises to ensure biosecurity and compliance with conservation protocols.</p>
      </sec>
      <sec id="sec2-3">
        <title>Study design and sampling strategy</title>
        <p>This study was designed as a cross-sectional diagnostic investigation conducted during the 2025 production season. A purposive sampling strategy was used, in which all cases meeting the inclusion criteria were included in the study. In total, 110 samples were collected and categorized into distinct stages of the reproductive and early life cycle of C. undulata: early embryonic death (n = 50), chicks (n = 25), juveniles (n = 25), and adult females (n = 10). The selected sample size reflected the range of age categories encountered and corresponded to routine diagnostic submissions received during the study period to support bacteriological and molecular analyses.</p>
      </sec>
      <sec id="sec2-4">
        <title>Clinical examination and necropsy procedures</title>
        <p>A total of 110 cases were examined, comprising 10 adult females, 25 chicks, 25 juveniles, and 50 early embryonic death samples. Among adult females, six cases of sudden death were recorded, while four additional birds exhibited lethargy and anorexia prior to death, including two cases complicated by dystocia and oviductal impaction. Of the chicks examined, 15 died suddenly, and 10 displayed clinical signs of anorexia and lethargy before death. In the juvenile group, 12 birds died suddenly without overt clinical signs, whereas 13 showed systemic illness characterized by ruffled feathers, marked lethargy, and anorexia. Fifty egg samples exhibiting early embryonic mortality at 5&#x2013;7 days of incubation were also included.</p>
        <p>Necropsies were performed by licensed veterinarians following established standard protocols [<xref ref-type="bibr" rid="ref27">27</xref>]. Postmortem examination revealed macroscopic lesions consistent with <italic>E. coli</italic> septicemia, including fibrinous pericarditis, perihepatitis, airsacculitis, exudate accumulation, peritonitis, and visceral adhesions.</p>
      </sec>
      <sec id="sec2-5">
        <title>Sample collection and processing</title>
        <p>All samples were collected aseptically from internal organs, including the heart, liver, lung, and spleen, as well as oviduct and ovary tissues from adult females when indicated by clinical and pathological findings. Eggshell surfaces were decontaminated by immersion in 70% ethanol for 5&#x2013;10 s, air-dried, aseptically cracked, and the internal contents pooled [<xref ref-type="bibr" rid="ref28">28</xref>]. Samples were transported to the IFER laboratory in sterile stomacher bags under cooled conditions. Tissue samples were pooled and processed for bacterial screening and isolation.</p>
      </sec>
      <sec id="sec2-6">
        <title>Bacteriological isolation and identification of <italic>E. coli</italic></title>
        <p>Isolation and identification of <italic>E. coli</italic> were performed following previously described methods [<xref ref-type="bibr" rid="ref29">29</xref>]. Briefly, pooled organ samples were pre-enriched in peptone water and incubated aerobically at 37&#xB0;C for 24 h, followed by streaking onto MacConkey agar and EMB agar (Oxoid, Hampshire, UK) and incubation at 37&#xB0;C for 24&#x2013;48 h. Presumptive colonies were subcultured to obtain pure isolates. Biochemical identification was carried out using the VITEK&#xAE;2 system (bioM&#xE9;rieux SA, Marcy-l&#x2019;&#xC9;toile, France). Bacterial suspensions were adjusted to 0.5 McFarland, loaded into VITEK&#xAE;2 GN cards (Ref. No. 21341), and processed according to the manufacturer&#x2019;s instructions to obtain species-level identification within the Enterobacteriaceae family.</p>
      </sec>
      <sec id="sec2-7">
        <title>Antimicrobial susceptibility testing and ESBL phenotyping</title>
        <p>Antimicrobial susceptibility testing was performed on a representative subset of 32 isolates using VITEK&#xAE;2 GN97 cards (Ref. No. 42000, bioM&#xE9;rieux SA, Marcy-l&#x2019;&#xC9;toile, France) to assess susceptibility to 18 antimicrobial agents and screen for ESBL production. The disk diffusion method was additionally applied following EUCAST guidelines and the latest VITEK&#xAE;2 clinical breakpoint tables (version 14.0, 2024) [<xref ref-type="bibr" rid="ref30">30</xref>]. <italic>E. coli</italic> ATCC 25922 was used as the quality control strain. Resistance patterns were classified according to international definitions [<xref ref-type="bibr" rid="ref31">31</xref>] as MDR (resistance to &#x2265;1 agent in &#x2265;3 antimicrobial classes) and XDR (resistance to &#x2265;1 agent in all but one or two classes).</p>
      </sec>
      <sec id="sec2-8">
        <title>Genomic DNA extraction and quality assessment</title>
        <p>Genomic DNA was extracted from 20 overnight bacterial cultures grown to an optical density of 1.0&#x2013;1.2 at OD600. Cell pellets were obtained by centrifugation at 8,000 &#xD7; <italic>g</italic> for 5 min and processed using the Kylt&#xAE; DNA/RNA Kit (Kybio Co., Ltd., Shenzhen, China) following the manufacturer&#x2019;s instructions. DNA concentration and purity were assessed using a NanoDrop spectrophotometer (Thermo Fisher Scientific, Waltham, MA, USA), with acceptable purity defined as an A260/A280 ratio of 1.8&#x2013;2.0.</p>
      </sec>
      <sec id="sec2-9">
        <title>Multiplex real-time PCR for APEC virulence genes</title>
        <p>Virulence-associated genes were detected using the Kylt&#xAE; APEC qPCR Kit (Kybio Co., Ltd., Shenzhen, China), targeting 15 APEC-related genes, including adhesins (papC, tsh), invasion (ibeA), iron acquisition (iucD, iutA, irp2, iroN), toxins (astA, vat, F11, hlyF), protectins (sitA, cvi/cva, iss), and outer membrane protease (ompT). Four multiplex reactions (APEC1&#x2013;APEC4) were prepared in a final volume of 20 &#xB5;L containing 16 &#xB5;L master mix and 4 &#xB5;L template DNA. Amplification was performed using a QuantStudio&#x2122; 5 Real-Time PCR System (Thermo Fisher Scientific, Waltham, MA, USA) with cycling conditions of 95&#xB0;C for 10 min, followed by 42 cycles of 95&#xB0;C for 15 s and 60&#xB0;C for 60 s. Samples with Ct &#x2264; 30 were considered positive. Negative controls were included in all runs. Targeted genes are summarized in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
        <table-wrap id="T1" position="float">
          <label>Table 1</label>
          <caption>
            <p>Targeted virulence genes in four multiplex polymerase chain reaction (PCR) mixes for avian pathogenic <italic>Escherichia coli</italic>.</p>
          </caption>
          <table frame="hsides" rules="all" width="100%">
            <thead>
              <tr>
                <th align="left">Real-time PCR mix</th>
                <th align="center">HEX (target gene)</th>
                <th align="center">FAM (target gene)</th>
                <th align="center">Cy5 (target gene)</th>
                <th align="center">TXR (target gene)</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">APEC1</td>
                <td align="center">Internal Control</td>
                <td align="center"><italic>papC</italic> gene</td>
                <td align="center"><italic>tsh</italic> gene</td>
                <td align="center"><italic>irp2</italic> gene</td>
              </tr>
              <tr>
                <td align="left">APEC2</td>
                <td align="center"><italic>iss</italic> gene</td>
                <td align="center"><italic>iucD</italic> gene</td>
                <td align="center"><italic>F11</italic> gene</td>
                <td align="center"><italic>astA</italic> gene</td>
              </tr>
              <tr>
                <td align="left">APEC3</td>
                <td align="center"><italic>ibeA</italic> gene</td>
                <td align="center"><italic>vat</italic> gene</td>
                <td align="center"><italic>cvi/cva</italic> gene</td>
                <td align="center"><italic>iutA</italic> gene</td>
              </tr>
              <tr>
                <td align="left">APEC4</td>
                <td align="center"><italic>iroN</italic> gene</td>
                <td align="center"><italic>hlyF</italic> gene</td>
                <td align="center"><italic>ompT</italic> gene</td>
                <td align="center"><italic>sitA</italic> gene</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec2-10">
        <title>Statistical analysis</title>
        <p>Data were analyzed using Microsoft Excel&#xAE; and SPSS&#xAE; version 26 (IBM Corp., Armonk, NY, USA). Descriptive statistics were used to calculate frequencies and percentages of <italic>E. coli</italic> isolates and virulence genes. Fisher&#x2019;s exact test was applied to compare prevalence among groups due to small sample sizes. Statistical significance was set at p &#x2264; 0.05. Confidence intervals are presented in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
        <table-wrap id="T2" position="float">
          <label>Table 2</label>
          <caption>
            <p>Prevalence of <italic>Escherichia coli</italic> isolates from different life stages of Houbara bustard.</p>
          </caption>
          <table frame="hsides" rules="all" width="100%">
            <thead>
              <tr>
                <th align="left">Sample sources</th>
                <th align="center">Organs/tissue</th>
                <th align="center">Number of samples collected</th>
                <th align="center">No. of positive samples</th>
                <th align="center">% Positive (95% CI)</th>
                <th align="center">Interpretation</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Dead females</td>
                <td align="center">Heart-liver-lung-spleen-oviduct</td>
                <td align="center">10</td>
                <td align="center">6</td>
                <td align="center">60 (29.6&#x2013;90.4)</td>
                <td align="center">Small sample size is less precise</td>
              </tr>
              <tr>
                <td align="left">Egg (EED)</td>
                <td align="center">Egg content</td>
                <td align="center">50</td>
                <td align="center">22</td>
                <td align="center">44 (30.3&#x2013;57.7)</td>
                <td align="center">Larger sample makes it more reliable</td>
              </tr>
              <tr>
                <td align="left">Chicks</td>
                <td align="center">Heart-liver-lung-spleen</td>
                <td align="center">25</td>
                <td align="center">20</td>
                <td align="center">80 (64.3&#x2013;95.7)</td>
                <td align="center">Strong and clear results</td>
              </tr>
              <tr>
                <td align="left">Juvenile</td>
                <td align="center">Heart-liver-lung-spleen</td>
                <td align="center">25</td>
                <td align="center">21</td>
                <td align="center">84 (69.6&#x2013;98.4)</td>
                <td align="center">Strong and clear results</td>
              </tr>
              <tr>
                <td align="left">Total</td>
                <td align="center">&#x2014;</td>
                <td align="center">110</td>
                <td align="center">69</td>
                <td align="center">62.7 (53.7&#x2013;71.7)</td>
                <td align="center">Large sample and precise result</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>EED = Early embryonic death, CI = Confidence interval.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec id="sec1-3" sec-type="results">
      <title>RESULTS</title>
      <sec id="sec2-11">
        <title>Isolation and identification of <italic>E. coli</italic></title>
        <p><italic>E. coli</italic> was isolated from 69 of 110 cases (62.7%). The highest isolation rate was observed in juveniles (84%), followed by chicks (80%), adult females (60%), and early embryonic death (44%). Sixty-two clinical isolates were identified as <italic>E. coli</italic> using the VITEK&#xAE;2 system, with identification confidence ranging from 96% to 99%. Minor deviations in expected biochemical reactions (PHOS-81 and dTAG-22) were detected in a limited number of isolates; however, overall identification confidence remained high. Confidence intervals were calculated for each group.The prevalence of <italic>E. coli</italic> isolates across different life stages of <italic>C. undulata</italic> is summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
      </sec>
      <sec id="sec2-12">
        <title>Phenotypic clustering and antimicrobial resistance profiles</title>
        <p>Two clustering patterns were identified: phenotypic clustering based on antimicrobial susceptibility profiles and genotypic clustering based on virulence gene distribution. <xref ref-type="fig" rid="F1">Figure 1</xref> presents a heat map illustrating resistance percentages among <italic>E. coli</italic> isolates recovered from early embryonic death, chicks, juveniles, and adult females.</p>
        <fig id="F1">
          <label>Figure 1</label>
          <caption>
            <p>Heatmap showing the percentage resistance of <italic>Escherichia coli</italic> isolates to individual antibiotics, stratified by sample source (early embryonic death, chicks, juveniles, and adult females) in captive African Houbara bustards.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g001.tif"/>
        </fig>
        <p>Heatmap showing the percentage resistance of <italic>Escherichia coli</italic> isolates to individual antibiotics, stratified by sample source (early embryonic death, chicks, juveniles, and adult females) in captive African Houbara bustards.</p>
        <p>Isolates originated from eggs (n = 8), chicks (n = 7), juveniles (n = 12), and adult females (n = 5). No resistance was detected to fosfomycin, amikacin, gentamicin, neomycin, or chloramphenicol. In contrast, all isolates exhibited resistance to enrofloxacin (ENR) and ampicillin (AMP).</p>
      </sec>
      <sec id="sec2-13">
        <title>Distribution of multidrug-resistant phenotypes</title>
        <p>The distribution of phenotypic antibiotic resistance patterns is shown in <xref ref-type="table" rid="T3">Table 3</xref>. A total of 25 distinct multidrug-resistant (MDR) patterns were identified, ranging from resistance to 3 to 15 antibiotics. The most frequent resistance profile consisted of AMP, marbofloxacin (MAR), pradofloxacin (PRA), doxycycline (DOX), tetracycline (TET), nitrofurantoin (NIT), and trimethoprim&#x2013;sulfamethoxazole (TMP-SMX) and was observed in three isolates. Several additional resistance profiles involved combinations of 8&#x2013;10 antibiotics. One isolate demonstrated resistance to 15 antibiotics, indicating an extensively drug-resistant (XDR) phenotype. AMP, fluoroquinolones, TET, NIT, and TMP-SMX were the most frequently represented antimicrobial classes across resistance patterns. The distribution of MDR among sample groups is presented in <xref ref-type="fig" rid="F2">Figure 2</xref>. Of the 32 <italic>E. coli</italic> isolates examined, 31 (96.9%) were classified as MDR. All isolates from chicks, juveniles, and adult females exhibited 100% MDR. Only one isolate from the early embryonic death group was non-MDR, resulting in an MDR prevalence of 87.5% in that group.</p>
        <table-wrap id="T3" position="float">
          <label>Table 3</label>
          <caption>
            <p>Distribution of phenotypic patterns of antibiotic resistance in <italic>Escherichia coli</italic> among different Houbara bustard samples.</p>
          </caption>
          <table frame="hsides" rules="all" width="100%">
            <thead>
              <tr>
                <th align="left">Pattern no.</th>
                <th align="left">Resistant pattern (antibiotics)</th>
                <th align="center">Number of isolates with pattern</th>
                <th align="center">Number of antibiotics in pattern</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">1</td>
                <td align="left">CIP + AMP + AMC</td>
                <td align="center">1</td>
                <td align="center">3</td>
              </tr>
              <tr>
                <td align="left">2</td>
                <td align="left">AMP + MAR + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">6</td>
              </tr>
              <tr>
                <td align="left">3</td>
                <td align="left">AMP + NEO + MAR + DOX + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">6</td>
              </tr>
              <tr>
                <td align="left">4</td>
                <td align="left">CIP + AMP + MAR + DOX + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">6</td>
              </tr>
              <tr>
                <td align="left">5</td>
                <td align="left">AMP + CFV + MAR + PRA + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">6</td>
              </tr>
              <tr>
                <td align="left">6</td>
                <td align="left">AMP + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">3</td>
                <td align="center">7</td>
              </tr>
              <tr>
                <td align="left">7</td>
                <td align="left">CIP + AMP + MAR + PRA + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">7</td>
              </tr>
              <tr>
                <td align="left">8</td>
                <td align="left">AMP + AMC + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">2</td>
                <td align="center">8</td>
              </tr>
              <tr>
                <td align="left">9</td>
                <td align="left">CIP + AMP + AMC + MAR + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">2</td>
                <td align="center">8</td>
              </tr>
              <tr>
                <td align="left">10</td>
                <td align="left">CIP + AMP + AMC + MAR + PRA + DOX + TET + NIT</td>
                <td align="center">2</td>
                <td align="center">8</td>
              </tr>
              <tr>
                <td align="left">11</td>
                <td align="left">CIP + AMP + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">8</td>
              </tr>
              <tr>
                <td align="left">12</td>
                <td align="left">CIP + AMP + AMC + CFV + MAR + PRA + DOX + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">13</td>
                <td align="left">CIP + AMP + AMC + CFX + MAR + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">14</td>
                <td align="left">CIP + AMP + AMC + CFX + MAR + PRA + DOX + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">15</td>
                <td align="left">CIP + AMP + AMC + CPD + MAR + PRA + DOX + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">16</td>
                <td align="left">CIP + AMP + AMC + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">17</td>
                <td align="left">PRL + AMP + AMC + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">18</td>
                <td align="left">PRL + AMP + CPD + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">19</td>
                <td align="left">PRL + CIP + AMP + AMC + MAR + PRA + DOX + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">9</td>
              </tr>
              <tr>
                <td align="left">20</td>
                <td align="left">CIP + AMP + AMC + CFX + CPD + MAR + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">2</td>
                <td align="center">10</td>
              </tr>
              <tr>
                <td align="left">21</td>
                <td align="left">CIP + AMP + AMC + CFX + CPD + MAR + PRA + DOX + TET + NIT</td>
                <td align="center">1</td>
                <td align="center">10</td>
              </tr>
              <tr>
                <td align="left">22</td>
                <td align="left">PRL + CIP + AMP + AMC + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">2</td>
                <td align="center">10</td>
              </tr>
              <tr>
                <td align="left">23</td>
                <td align="left">AMP + AMC + CFX + CPD + CFV + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">11</td>
              </tr>
              <tr>
                <td align="left">24</td>
                <td align="left">PRL + CIP + AMP + AMC + CPD + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">11</td>
              </tr>
              <tr>
                <td align="left">25</td>
                <td align="left">CIP + AMP + AMC + CFX + CLT + CPD + CFV + CEF + IPM + MAR + PRA + DOX + TET + NIT + TMP-SMX</td>
                <td align="center">1</td>
                <td align="center">15</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>AMP = Ampicillin, AMC = Amoxicillin-Clavulanic Acid, PRL = Piperacillin, CIP = Ciprofloxacin, CLT = Cefalotin, CPD = Cefpodoxime, CFV = Cefovecin, CFX = Cefalexin, CEF = Ceftiofur, IPM = Imipenem, NEO = Neomycin, MAR = Marbofloxacin, PRA = Pradofloxacin, DOX = Doxycycline, TET = Tetracycline, NIT = Nitrofurantoin, TMP-SMX = Trimethoprim-Sulfamethoxazole.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <fig id="F2">
          <label>Figure 2</label>
          <caption>
            <p>Distribution of multidrug-resistant (MDR) <italic>Escherichia coli</italic> isolates across sample groups (early embryonic death, chicks, juveniles, and adult females).</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g002.tif"/>
        </fig>
        <p>Distribution of multidrug-resistant (MDR) <italic>Escherichia coli</italic> isolates across sample groups (early embryonic death, chicks, juveniles, and adult females).</p>
      </sec>
      <sec id="sec2-14">
        <title>Life stage&#x2013;specific MDR patterns</title>
        <p><xref ref-type="fig" rid="F3">Figure 3</xref> illustrates the distribution and frequency of MDR patterns across life stages. The most predominant resistance combination consisted of &#x3B2;-lactams, fluoroquinolones, TET, NIT, and sulfonamides in chicks (71.5%) and eggs (75%). Adult females exhibited a higher proportion (60%) of resistance to &#x3B2;-lactams, fluoroquinolones, TET, and NIT. Juvenile isolates showed multiple resistance combinations. These findings indicate substantial variation in MDR patterns among life stages, although overall MDR prevalence remained consistently high (96.9%) across all groups.</p>
        <fig id="F3">
          <label>Figure 3</label>
          <caption>
            <p>Distribution of multidrug-resistant patterns across life stages of Houbara bustards. &#x3B2;-lactams = Beta-lactams, FQ = Fluoroquinolones, TET = Tetracyclines, SUL = Sulfonamides, NIT = Nitrofurans, AMG = Aminoglycosides, CARB = Carbapenems.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g003.tif"/>
        </fig>
      </sec>
      <sec id="sec2-15">
        <title>Statistical analysis of antimicrobial resistance</title>
        <p>Statistical analysis of resistance rates by antimicrobial class is presented in <xref ref-type="table" rid="T4">Table 4</xref>. Due to small sample sizes in certain groups, Fisher&#x2019;s exact test was applied instead of the chi-square test. No statistically significant differences in resistance rates were detected among early embryonic death, chicks, juveniles, and adult females (p &gt; 0.05), largely due to uniform resistance and susceptibility patterns across most antimicrobial classes.</p>
        <table-wrap id="T4" position="float">
          <label>Table 4</label>
          <caption>
            <p>Statistical analysis of antibiotic resistance by families across Houbara bustard groups using Fisher&#x2019;s exact test and Chi-square test.</p>
          </caption>
          <table frame="hsides" rules="all" width="100%">
            <thead>
              <tr>
                <th align="left">Antibiotic family</th>
                <th align="center">EED (n=8)</th>
                <th align="center">Chicks (n=7)</th>
                <th align="center">Juveniles (n=12)</th>
                <th align="center">Adult females (n=5)</th>
                <th align="center">Test used</th>
                <th align="center">p-value</th>
                <th align="center">Significance</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Aminoglycosides</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">N/A (all sensitive)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Fluoroquinolones</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">N/A (all resistant)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Beta-lactams</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">N/A (all resistant)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Carbapenem</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">N/A (all sensitive)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Phosphonic acid</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">N/A (all sensitive)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Tetracyclines</td>
                <td align="center">87.5%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">Fisher&#x2019;s exact test</td>
                <td align="center">0.33</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Nitrofurans</td>
                <td align="center">87.5%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">100%</td>
                <td align="center">Fisher&#x2019;s exact test</td>
                <td align="center">0.33</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Phenicol</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">0%</td>
                <td align="center">N/A (all sensitive)</td>
                <td align="center">N/A</td>
                <td align="center">NS</td>
              </tr>
              <tr>
                <td align="left">Folate pathway inhibitors</td>
                <td align="center">87.5%</td>
                <td align="center">71.4%</td>
                <td align="center">75%</td>
                <td align="center">40%</td>
                <td align="center">Fisher&#x2019;s exact test</td>
                <td align="center">0.20</td>
                <td align="center">NS</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>EED = Early embryonic death, NS = Non-significant, N/A = Non-applicable.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="sec2-16">
        <title>Prevalence of ESBL-producing <italic>E. coli</italic></title>
        <p>The prevalence of extended-spectrum &#x3B2;-lactamase&#x2013;producing <italic>E. coli</italic> across life stages is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. ESBL-producing isolates were detected in 14% of juvenile samples and 9% of egg samples, indicating stage&#x2013;specific occurrence and highlighting the need for targeted monitoring during early developmental stages.</p>
        <fig id="F4">
          <label>Figure 4</label>
          <caption>
            <p>Prevalence of extended-spectrum &#x3B2;-lactamase-producing (ESBL) <italic>Escherichia coli</italic> in Houbara bustards across different life stages (early embryonic death, chicks, juveniles, and adult females).</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g004.tif"/>
        </fig>
      </sec>
      <sec id="sec2-17">
        <title>Virulence gene profiles of APEC isolates</title>
        <p>The prevalence of avian pathogenic <italic>E. coli</italic>&#x2013;associated virulence genes is summarized in <xref ref-type="table" rid="T5">Table 5</xref>. Most isolates harbored irp2, iss, iucD, iutA, ompT, and sitA, which were consistently detected across isolates from chicks, early embryonic death, juveniles, and adult females. In contrast, papC and tsh were absent in all isolates. Greater virulence gene diversity was observed in chick and egg isolates compared with juvenile isolates.</p>
        <table-wrap id="T5" position="float">
          <label>Table 5</label>
          <caption>
            <p>Prevalence of APEC-associated 15 virulence genes in selected <italic>Escherichia coli</italic> isolates recovered from early embryonic death, chicks, juveniles, and adult female African Houbara bustards.</p>
          </caption>
          <table frame="hsides" rules="all" width="100%">
            <thead>
              <tr>
                <th align="left" rowspan="3">Isolate ID</th>
                <th align="center" colspan="2">Adhesins</th>
                <th align="center" colspan="5">Iron Acquisition</th>
                <th align="center" colspan="2">Toxins</th>
                <th align="center" colspan="4">Protectins</th>
                <th align="center" colspan="2">Invasins</th>
              </tr>
              <tr>
                <th align="left" colspan="2">
                  <hr/>
                </th>
                <th align="left" colspan="5">
                  <hr/>
                </th>
                <th align="left" colspan="2">
                  <hr/>
                </th>
                <th align="left" colspan="4">
                  <hr/>
                </th>
                <th align="left" colspan="2">
                  <hr/>
                </th>
              </tr>
              <tr>
                <th align="center">
                  <italic>papC</italic>
                </th>
                <th align="center">
                  <italic>tsh</italic>
                </th>
                <th align="center">
                  <italic>irp2</italic>
                </th>
                <th align="center">
                  <italic>iucD</italic>
                </th>
                <th align="center">
                  <italic>iutA</italic>
                </th>
                <th align="center">
                  <italic>sitA</italic>
                </th>
                <th align="center">
                  <italic>iroN</italic>
                </th>
                <th align="center">
                  <italic>astA</italic>
                </th>
                <th align="center">
                  <italic>vat</italic>
                </th>
                <th align="center">
                  <italic>F11</italic>
                </th>
                <th align="center">
                  <italic>hlyF</italic>
                </th>
                <th align="center">
                  <italic>iss</italic>
                </th>
                <th align="center">
                  <italic>cvi/cva</italic>
                </th>
                <th align="center">
                  <italic>ompT</italic>
                </th>
                <th align="center">
                  <italic>ibeA</italic>
                </th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Chick-1</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Chick-2</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Chick-3</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">Chick-4</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Chick-5</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">EED-1</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">EED-2</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">EED-3</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">EED-4</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">EED-5</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Female-1</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">Female-2</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">Female-3</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Female-4</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Female-5</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Juvenile-1</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">Juvenile-2</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
              <tr>
                <td align="left">Juvenile-3</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Juvenile-4</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
              </tr>
              <tr>
                <td align="left">Juvenile-5</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">&#x2013;</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">+</td>
                <td align="center">&#x2013;</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>EED = Early embryonic death APEC = Avian pathogenic <italic>Escherichia coli</italic> (+) = Presence of the gene (&#x2013;) = Absence of the gene.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>Gene prevalence and patterns of gene absence by isolate group (n = 20) are illustrated in <xref ref-type="fig" rid="F5">Figure 5</xref>. A conserved core gene set, including protectin- and invasion-associated genes, was detected in 100% (20/20) of isolates, indicating their essential role in bacterial survival and pathogenicity. Iron acquisition genes exhibited the highest collective prevalence (17/20&#x2013;20/20), emphasizing their importance in nutrient acquisition. Conversely, adhesin and toxin genes were detected at low frequencies (0/20&#x2013;3/20), reflecting heterogeneity in pathogenic potential.</p>
        <fig id="F5">
          <label>Figure 5</label>
          <caption>
            <p>Gene prevalence and absence patterns for 15 avian pathogenic <italic>Escherichia coli</italic>-associated virulence genes among 20 selected <italic>E. coli</italic> isolates, grouped by source (n = 20). Prevalence numbers (x/20) = Total number of positive isolates (isolates possessing the gene). The presence of a group letter next to a gene indicates absence of that gene in the corresponding group (CH = chicks, EED = early embryonic death, F = adult female, and J = juvenile).</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g005.tif"/>
        </fig>
        <p>Gene prevalence and absence patterns for 15 avian pathogenic <italic>Escherichia coli</italic>-associated virulence genes among 20 selected <italic>E. coli</italic> isolates, grouped by source (n = 20). Prevalence numbers (x/20) = Total number of positive isolates (isolates possessing the gene). The presence of a group letter next to a gene indicates absence of that gene in the corresponding group (CH = chicks, EED = early embryonic death, F = adult female, and J = juvenile).</p>
      </sec>
      <sec id="sec2-18">
        <title>Mean virulence gene burden across life stages</title>
        <p>The mean virulence gene burden across life stages of <italic>C. undulata</italic> is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>. Juvenile isolates exhibited the lowest standard deviation, indicating consistent gene burden values within this group, whereas chick isolates showed the highest standard deviation, reflecting greater variability in virulence gene distribution.</p>
        <fig id="F6">
          <label>Figure 6</label>
          <caption>
            <p>Mean number of virulence genes (gene burden) carried by <italic>Escherichia coli</italic> isolates across different life stages of Houbara bustards. EED = Early embryonic death.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Vetworld-19-654-g006.tif"/>
        </fig>
        <p>Mean number of virulence genes (gene burden) carried by <italic>Escherichia coli</italic> isolates across different life stages of Houbara bustards. EED = Early embryonic death.</p>
      </sec>
    </sec>
    <sec id="sec1-4" sec-type="discussion">
      <title>DISCUSSION</title>
      <sec id="sec2-19">
        <title>Current knowledge gaps and study contribution</title>
        <p>Only limited literature has addressed MDR <italic>E. coli</italic> and APEC-associated virulence factors in <italic>C. undulata</italic>, resulting in a substantial gap in understanding the pathogenic potential and epidemiology of <italic>E. coli</italic> in endangered avian species [<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>]. Consequently, the present findings represent one of the first comprehensive investigations integrating phenotypic MDR profiling with genotypic virulence characterization, including the detection of XDR isolates circulating within captive flocks [<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>]. The combined phenotypic&#x2013;genotypic framework applied in this study enabled detailed assessment of pathogen dynamics across life stages, supported by profiling of 15 virulence-associated genes [<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>]. Isolates recovered from breeders, early embryonic death, chicks, and juveniles were associated with elevated mortality in captive African Houbara bustards (C. undulata).</p>
      </sec>
      <sec id="sec2-20">
        <title>Prevalence of <italic>E. coli</italic> across life stages</title>
        <p>The overall isolation rate of <italic>E. coli</italic> (62.7%) in <italic>C. undulata</italic> was notably high. This contrasts with a previous report describing 100% prevalence in postmortem samples from <italic>Chlamydotis macqueenii</italic> [<xref ref-type="bibr" rid="ref38">38</xref>]. The highest isolation rates were recorded in juveniles (84%) and chicks (80%), supporting the association between immature immune function and age-related susceptibility in avian species. Environmental stressors have been widely reported as predisposing factors for colibacillosis in young birds [<xref ref-type="bibr" rid="ref39">39</xref>&#x2013;<xref ref-type="bibr" rid="ref41">41</xref>]. Isolation rates in adult females (60%) during the breeding season were consistent with previous findings identifying <italic>E. coli</italic> as the predominant pathogen in clinical reproductive disorders of captive Houbara bustards [<xref ref-type="bibr" rid="ref6">6</xref>]. Detection of <italic>E. coli</italic> in early embryonic death samples (44%) supports the hypothesis of horizontal or vertical transmission in avian systems [<xref ref-type="bibr" rid="ref42">42</xref>&#x2013;<xref ref-type="bibr" rid="ref45">45</xref>], although recent studies indicate that true vertical transmission in poultry remains limited, with environmental contamination playing a more dominant role [<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref47">47</xref>].</p>
      </sec>
      <sec id="sec2-21">
        <title>Antimicrobial resistance patterns and XDR emergence</title>
        <p>Marked phenotypic resistance was observed against AMP, ENR, MAR, TET, NIT, DOX, and PRA across all isolates, in agreement with previous reports from Houbara bustards and poultry production systems [<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref49">49</xref>]. Earlier studies documented low ENR resistance in Houbara bustards and other wild birds [<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref50">50</xref>]; therefore, the widespread ENR resistance observed here indicates a concerning shift in resistance dynamics. Notably, PRA resistance was identified for the first time in Houbara bustards, highlighting the emergence of novel resistant phenotypes.</p>
        <p>In contrast, complete susceptibility was observed to fosfomycin, amikacin, gentamicin, and chloramphenicol, supporting their potential role as alternative therapeutic options. These findings align with previous observations in poultry, where universal susceptibility to fosfomycin was reported [<xref ref-type="bibr" rid="ref51">51</xref>]. Low resistance levels against cefalotin, cefovecin, ceftiofur, and neomycin in juvenile isolates further suggest limited but promising treatment alternatives for APEC infections in captive bustards.</p>
        <p>Alarmingly, one isolate exhibited resistance to 15 antibiotics, including imipenem, indicating the emergence of XDR strains (<xref ref-type="table" rid="T3">Table 3</xref>). Similar findings have been reported in poultry populations [<xref ref-type="bibr" rid="ref35">35</xref>]. MDR patterns were consistently distributed across all life stages, predominantly involving &#x3B2;-lactams, fluoroquinolones, TET, NIT, and sulfonamides (40%&#x2013;75%), corroborating earlier reports linking resistance gene accumulation with treatment failure risks [<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>].</p>
      </sec>
      <sec id="sec2-22">
        <title>ESBL-producing <italic>E. coli</italic> and public health implications</title>
        <p>The indiscriminate use of antibacterial agents across human, veterinary, and agricultural sectors has been implicated in the global dissemination of ESBL-producing bacteria [<xref ref-type="bibr" rid="ref52">52</xref>, <xref ref-type="bibr" rid="ref53">53</xref>]. Sub-therapeutic antibiotic exposure in poultry has been proposed as a driver for environmental dissemination of ESBL-producing <italic>E. coli</italic>, posing substantial public health risks [<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref54">54</xref>]. While transmission of ESBL-producing <italic>E. coli</italic> between poultry products and humans has been documented [<xref ref-type="bibr" rid="ref55">55</xref>], data regarding transmission from captive Houbara bustards to personnel remain unavailable.</p>
        <p>In the present study, ESBL-producing <italic>E. coli</italic> were detected primarily during early life stages, with positivity rates of 15% in early embryonic death and 10% in juveniles. These findings are consistent with previous observations suggesting early horizontal exposure or breeder-associated transmission [<xref ref-type="bibr" rid="ref36">36</xref>]. Juveniles, due to immunological immaturity, may facilitate persistence and dissemination of resistant strains [<xref ref-type="bibr" rid="ref32">32</xref>, <xref ref-type="bibr" rid="ref33">33</xref>]. The absence of statistically significant differences among age groups (p &gt; 0.05) supports flock-level dissemination of MDR <italic>E. coli</italic>, reinforcing the need for stringent biosecurity during incubation and early rearing.</p>
      </sec>
      <sec id="sec2-23">
        <title>Virulence gene distribution and life stage specificity</title>
        <p>APEC isolates are characterized by diverse virulence determinants, including adhesins, toxins, iron acquisition systems, and invasion-associated factors [<xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref57">57</xref>]. Distinct life stage&#x2013;specific virulence patterns were identified in captive C. undulata. Early embryonic death and chick isolates exhibited the highest virulence gene burdens, with most isolates harboring &#x2265;10 genes, including iss, iucD, iutA, ompT, hlyF, and sitA. Similar gene burden&#x2013;based pathogenicity classifications have been reported in poultry [<xref ref-type="bibr" rid="ref58">58</xref>], although others have questioned the discriminatory power of virulence gene profiling alone [<xref ref-type="bibr" rid="ref59">59</xref>].</p>
        <p>Juvenile isolates displayed intermediate virulence profiles, potentially reflecting a transitional phase with reduced pathogenic potential. Adult female isolates retained core virulence genes, such as iss, iutA, and ompT, but exhibited lower overall gene richness, consistent with previous reports in Houbara bustards [<xref ref-type="bibr" rid="ref6">6</xref>]. Reduced virulence gene prevalence may be associated with enhanced immune competence or cumulative environmental exposure.</p>
        <p>The absence of certain adhesion-associated genes further emphasizes that <italic>E. coli</italic> pathogenicity is multifactorial and influenced not only by virulence gene content but also by host immunity, susceptibility, and environmental and management conditions [<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref33">33</xref>, <xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref61">61</xref>].</p>
      </sec>
    </sec>
    <sec id="sec1-5" sec-type="conclusion">
      <title>CONCLUSION</title>
      <p>This study demonstrated a high burden of <italic>E. coli</italic> infection (62.7%) across life stages of captive <italic>C. undulata</italic>, with the highest prevalence observed in juveniles and chicks. An alarmingly high proportion of isolates exhibited MDR (96.9%), with the detection of an XDR isolate confirming the emergence of highly resistant strains within the breeding system. ESBL-producing <italic>E. coli</italic> were predominantly detected during early life stages, supporting early acquisition and flock-level dissemination. Genotypic analysis revealed that most isolates carried multiple APEC-associated virulence genes, with early embryonic death and chick isolates harboring the highest gene burdens, particularly iss, iucD, iutA, ompT, hlyF, and sitA.</p>
      <p>The coexistence of MDR, XDR, ESBL phenotypes, and high virulence gene loads in <italic>E. coli</italic> poses significant challenges for disease control, treatment efficacy, and conservation success in captive C. undulata. These findings highlight the urgent need for strengthened biosecurity, rational antimicrobial stewardship, and routine resistance surveillance within captive breeding facilities. Targeted hygiene interventions during incubation and early rearing are particularly critical to reduce early-life exposure. From a One Health perspective, the presence of highly resistant and virulent strains underscores potential risks to personnel, surrounding wildlife, and the environment.</p>
      <p>Key strengths include the integrated phenotypic&#x2013;genotypic approach, simultaneous assessment of MDR, XDR, ESBL, and APEC profiles, and life stage&#x2013;specific analysis across the production cycle. The application of a 15-gene virulence panel enabled high-resolution characterization of pathogenic potential, providing one of the most comprehensive datasets currently available for <italic>E. coli</italic> in conservation-managed bustards.</p>
      <p>The limited number of adult female samples may restrict extrapolation of findings for this group. In addition, reliance on targeted virulence profiling without whole-genome sequencing constrained deeper resolution of resistance mechanisms, plasmid structures, and transmission pathways. The focus on diagnostic cases may also overrepresent clinically severe infections.</p>
      <p>Future studies should incorporate whole-genome sequencing to resolve resistance determinants, mobile genetic elements, and transmission dynamics within and beyond breeding facilities. Longitudinal monitoring, environmental sampling, and assessment of breeder-associated transmission routes are warranted. Evaluation of non-antibiotic interventions, including vaccination strategies and probiotic-based approaches, may offer sustainable alternatives for disease mitigation.</p>
      <p>Overall, this study provides critical evidence that captive <italic>C. undulata</italic> populations can serve as reservoirs of MDR, XDR, ESBL-producing, and highly virulent <italic>E. coli</italic>. Integrating rigorous biosecurity, antimicrobial stewardship, and One Health&#x2013;aligned surveillance is essential to safeguard conservation outcomes, animal health, and public health interfaces in captive breeding and reintroduction programs.</p>
    </sec>
    <sec id="sec1-6">
      <title>DATA AVAILABILITY</title>
      <p>All the generated data are included in the manuscript.</p>
    </sec>
    <sec id="sec1-7">
      <title>AUTHOR&#x2019;S CONTRIBUTIONS</title>
      <p>The author solely contributed to the study&#x2019;s conception and design, data collection, analysis and interpretation, manuscript writing, and final approval of the submitted version.</p>
    </sec>
    <sec id="sec1-8" sec-type="COI-statement">
      <title>COMPETING INTERESTS</title>
      <p>The authors declare that they have no competing interests.</p>
    </sec>
    <sec id="sec1-9">
      <title>PUBLISHER&#x2019;S NOTE</title>
      <p>Veterinary World remains neutral with regard to jurisdictional claims in the published institutional affiliations.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>ACKNOWLEDGMENTS</title>
      <p>The author expresses her sincere gratitude to Mr. Khamis Morshid El-Marikhy, Director of the IFER, for his continuous support, expert guidance, and unwavering encouragement throughout this study. His deep commitment to wildlife conservation and the welfare of the African Houbara bustard was instrumental in enabling the successful completion of this research. The author is particularly thankful for his provision of essential resources, access to facilities, and strong belief in the value of this work.</p>
      <p>The author also extends sincere thanks to the technical staff members Abil Kavukkalathil and Muhammed Arshad V. for their dedicated assistance with laboratory procedures and data management.</p>
      <p>Special appreciation is due to Dr. Adel Abd Errahman for conducting the postmortem examinations, as well as to Biman Das Pukaysta, Dr. Palash Das, and Mr. Edris Mogany for performing the egg break tests and documenting case histories. Their skilled contributions significantly supported the progress and quality of this study. This research was funded by the International Foundation for Ecological Research (IFER), Morocco.</p>
    </ack>
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