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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2025.1661499</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Development of Multiplex PCR assay for detection of Canine Infectious Respiratory Disease Complex (CIRDC) pathogens in dogs</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Kaul</surname><given-names>Ritik</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Bhagwan</surname><given-names>Jai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Batra</surname><given-names>Kanisht</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Kumar</surname><given-names>Parveen</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<name><surname>Agnihotri</surname><given-names>Divya</given-names></name>
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<aff id="aff1"><label>1</label><institution>Department of Veterinary Medicine, Lala Lajpat Rai University of Veterinary and Animal Sciences</institution>, <city>Hisar</city>, <state>Haryana</state>,&#xa0;<country country="in">India</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Animal Biotechnology, Lala Lajpat Rai University of Veterinary and Animal Sciences</institution>, <city>Hisar</city>, <state>Haryana</state>,&#xa0;<country country="in">India</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Veterinary Microbiology, Lala Lajpat Rai University of Veterinary and Animal Sciences</institution>, <city>Hisar</city>, <state>Haryana</state>,&#xa0;<country country="in">India</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Jai Bhagwan, <email xlink:href="mailto:jaivety.com@gmail.com">jaivety.com@gmail.com</email>; Kanisht Batra, <email xlink:href="mailto:drkanishtbatra@gmail.com">drkanishtbatra@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-28">
<day>28</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1661499</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>04</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Kaul, Bhagwan, Batra, Kumar and Agnihotri.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Kaul, Bhagwan, Batra, Kumar and Agnihotri</copyright-holder>
<license>
<ali:license_ref start_date="2025-11-28">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Canine Infectious Respiratory Disease Complex (CIRDC) is a highly contagious, multifactorial syndrome that primarily affects dogs in crowded environments such as shelters, kennels, and breeding facilities. Three major CIRDC-associated pathogens: Canine distemper virus (CDV), Canine adenovirus type 2 (CAV-2), and <italic>Bordetella bronchiseptica</italic> (Bb) have been reported in the canine population of India.</p>
</sec>
<sec>
<title>Materials and Methods</title>
<p>In this study, a multiplex PCR (mPCR) assay was developed and optimized for the simultaneous detection of these three pathogens. The multiplex assay was designed targeting three genes H, E3 and <italic>bfrZ</italic> of CDV, CAV-2 and Bb respectively. This multiplex assay was optimized in both singleplex and multiplex formats by adjusting key PCR parameters such as primer concentration, annealing temperature, and incubation time to achieve distinct and reproducible amplification of all three targets.</p>
</sec>
<sec>
<title>Results</title>
<p>The developed assay demonstrated high analytical sensitivity, detecting 1,060 copies/&#x3bc;L for CDV, 11,403 copies/&#x3bc;L for CAV-2, and 11,016 copies/&#x3bc;L for Bb, with 100% specificity and no cross-reactivity with non-target organisms. The assay was validated on 55 clinical samples of dogs suspected with CIRDC, the assay detected pathogens in 32.2% of cases, with CDV being the most prevalent (25%). Compared with previously published singleplex PCR methods, the mPCR showed excellent diagnostic performance, achieving 94.12% sensitivity, 94.74% specificity, and 94.55% overall accuracy.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study demonstrates a rapid, specific, and cost-effective diagnostic mPCR assay capable of efficiently identifying key CIRDC pathogens in a single reaction. The assay is highly suitable for molecular diagnosis as well as large-scale field surveillance.</p>
</sec>
</abstract>
<kwd-group>
<kwd>canine infectious respiratory disease complex (CIRDC)</kwd>
<kwd>multiplex PCR</kwd>
<kwd>sensitivity</kwd>
<kwd>specificity</kwd>
<kwd>dogs</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare financial support was received for the research and/or publication of this article. The authors would like to acknowledge funding support for research provided by Lala Lajpat Rai University of Veterinary and Animal Sciences (Scheme no: 137-C(a)-VCM-1-Development work).</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="11"/>
<word-count count="5945"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Veterinary and Zoonotic Infection</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Canine Infectious Respiratory Disease Complex (CIRDC) or Kennel cough or Infectious tracheobronchitis, is a multifactorial respiratory disease in dogs, occurring globally and is marked by its high contagiousness and swift transmission (<xref ref-type="bibr" rid="B37">Yondo et&#xa0;al., 2023</xref>). It affects the upper and lower respiratory tract including nasal mucosa, trachea, larynx, bronchi (<xref ref-type="bibr" rid="B5">Buonavoglia and Martella, 2007</xref>). A notable characteristic of CIRDC is its propensity to result in collective infections and is prominent in environments where dogs are kept in groups or interact with other dogs, particularly in kennels, dog training facilities and animal shelters (<xref ref-type="bibr" rid="B38">Zhao et&#xa0;al., 2024</xref>). Common clinical signs include a harsh cough, serous ocular or nasal discharge, and sneezing, with normal energy and appetite. Severe signs like fever, lethargy, or appetite loss suggest secondary bacterial infections (<xref ref-type="bibr" rid="B31">Reagan and Sykes, 2020</xref>). Traditionally, the main pathogens linked to CIRDC include <italic>Bordetella bronchiseptica</italic>, canine adenovirus type-2, canine distemper virus, canine herpes virus and canine parainfluenza virus (<xref ref-type="bibr" rid="B6">Day et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B36">Wille et&#xa0;al., 2020</xref>). The primary causal agent of CIRDC such as <italic>B. bronchiseptica (</italic>Bb<italic>)</italic>, Canine adeno virus type 2 (CAV-2) and Canine distemper virus (CDV) have been reported in Indian dog population and are frequently associated with severe respiratory distress (<xref ref-type="bibr" rid="B17">Keil and Fenwick, 1998</xref>; <xref ref-type="bibr" rid="B10">Erles et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B27">Posuwan et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B28">Radtanakatikanon et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B33">Sariga et&#xa0;al., 2022</xref>).</p>
<p><italic>Canine distemper virus</italic>, a <italic>Morbillivirus</italic> in the <italic>Paramyxoviridae</italic> family, is a highly contagious pathogen affecting the respiratory, gastrointestinal, and nervous systems. Spread via aerosolized secretions, CDV initially targets lymphoid tissues before systemic dissemination (<xref ref-type="bibr" rid="B31">Reagan and Sykes, 2020</xref>). Clinical signs in this disease may vary from subclinical in initial stages to severe, including cough, ocular discharge, gastrointestinal upset and neurologic symptoms. Shedding begins around day five post-infection and may continue for up to four months (<xref ref-type="bibr" rid="B21">Martella et&#xa0;al., 2008</xref>).</p>
<p><italic>Canine adenovirus type 2</italic>, a non-enveloped, double-stranded DNA virus of the <italic>Adenoviridae</italic> family, causes mild respiratory disease in dogs. It infects epithelial cells of the nasal mucosa, pharynx, bronchioles, and alveoli, with clinical signs including sneezing, nasal discharge, and a dry cough. Severity increases in co-infections with other CIRDC pathogens. Shedding typically lasts 1&#x2013;2 weeks, but the virus may persist environmentally for weeks to months (<xref ref-type="bibr" rid="B31">Reagan and Sykes, 2020</xref>).</p>
<p><italic>Bordetella bronchiseptica</italic> is a Gram-negative coccobacillus that colonizes the upper respiratory tract and causes respiratory disease in dogs. This bacteria is zoonotic in nature and has been found in other species also including cats, pigs, rabbits, and humans (<xref ref-type="bibr" rid="B13">Islahi et&#xa0;al., 2019</xref>). It is highly contagious, transmitted via aerosol droplets, with an incubation period of 2&#x2013;10 days (<xref ref-type="bibr" rid="B22">Mattoo and Cherry, 2005</xref>). Clinical signs may range from mild nasal discharge, sneezing, and a dry, honking cough to severe lower respiratory illness with lethargy, fever, and a productive cough (<xref ref-type="bibr" rid="B12">Hozbor et&#xa0;al., 1999</xref>). Shedding can persist for over a month, and in some cases, several months (<xref ref-type="bibr" rid="B9">Ellis, 2015</xref>).</p>
<p>Diagnosing CIRDC-associated pathogens is essential for determining appropriate treatment, prognosis, and prevention strategies. The traditional approach to diagnosing canine infectious tracheobronchitis is isolating the causative organism from nasal and throat swabs of infected dogs using cultural and biological techniques, followed by identification through biochemical, serological and molecular methods (<xref ref-type="bibr" rid="B12">Hozbor et&#xa0;al., 1999</xref>). Due to the time-consuming nature, limited specificity or sensitivity of many diagnostic tests and the involvement of multiple pathogens, an approach of multiplex PCR is a suitable method for detecting CIRDC pathogens (<xref ref-type="bibr" rid="B24">Payungporn et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B34">Suwannakarn et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B15">Jeoung et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B25">Pecoraro et&#xa0;al., 2013</xref>). This multiplex method allows simultaneous detection of multiple pathogens in a single tube, which is particularly valuable for cases involving co infections. Multiplex PCR offers high sensitivity and specificity, enabling the detection of both bacterial and viral pathogens in a single PCR reaction with high accuracy than conventional methods of detection. It is also very useful in developing countries with few resources for diagnosis (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). Therefore, a novel Multiplex PCR (mPCR) assay was developed for the concurrent detection of Canine distemper virus (CDV), Canine adenovirus type 2 (CAV-2) and <italic>Bordetella bronchiseptica</italic>.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Gene selection and primer designing</title>
<p>For the development of mPCR assay targeting Hemagglutinin gene (H gene) of CDV, Early region gene (E3 gene) of CAV-2 and Bordetella filamentous hemagglutinin related gene Z (bfrZ gene) of <italic>Bordetella bronchiseptica</italic> were selected, respectively. Primers were designed using ClustalW and Mega 10.2 version softwares, with conserved regions identified via sequence alignment of reported GenBank accessions no. such as KC479140, KC479141, LC011103, KC479138, MF964181 (CDV), OP618116, OP644981, MT892837, S38212, U77082 (CAV-2) and AJ251793, CP132332, BX640451, LR134326 (Bb) (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Primer properties were checked <italic>in silico</italic> using NCBI BLAST and commercially synthesized by IDT, India (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Details of self-designed primers for mPCR assay.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Primer name and position (nucleotide)</th>
<th valign="middle" align="left">Primer sequence (5&#x2019;-3&#x2019;)</th>
<th valign="middle" align="left">Primer size (bp)</th>
<th valign="middle" align="left">Expected product size</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">CD/H/F/346-368</td>
<td valign="middle" align="left">GTGACATATTCCCACCATACAG</td>
<td valign="middle" align="left">22</td>
<td valign="middle" rowspan="2" align="left">274 bp</td>
</tr>
<tr>
<td valign="middle" align="left">CD/H/R/597-619</td>
<td valign="middle" align="left">AGTTGGTTGTCTGGAGTAATGG</td>
<td valign="middle" align="left">22</td>
</tr>
<tr>
<td valign="middle" align="left">CAV2/E3/F/38-58</td>
<td valign="middle" align="left">CTCTTCCCAGCGTAACCATA</td>
<td valign="middle" align="left">20</td>
<td valign="middle" rowspan="2" align="left">451 bp</td>
</tr>
<tr>
<td valign="middle" align="left">CAV2/E3/R/464-488</td>
<td valign="middle" align="left">TGGCTCTGCAAGTTACTCTAAATA</td>
<td valign="middle" align="left">24</td>
</tr>
<tr>
<td valign="middle" align="left">BBV/BfrZ/F/1519-1538</td>
<td valign="middle" align="left">GTTCAGGTCATTGCGTTTG</td>
<td valign="middle" align="left">19</td>
<td valign="middle" rowspan="2" align="left">672 bp</td>
</tr>
<tr>
<td valign="middle" align="left">BBV/BfrZ/R/2170-2190</td>
<td valign="middle" align="left">GACGACCAGGATCACATCTT</td>
<td valign="middle" align="left">20</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Sex- wise occurrence of CIRDC pathogens in dogs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Sex</th>
<th valign="middle" align="center">Total number of CIRDC cases (n=55)</th>
<th valign="middle" align="center">%&#xa0;occurrence</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Male</td>
<td valign="middle" align="center">38</td>
<td valign="middle" align="center">69.09</td>
</tr>
<tr>
<td valign="middle" align="center">Female</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">30.90</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Age-wise occurrence of CIRDC pathogens in dogs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Age&#xa0;group</th>
<th valign="middle" align="center">Total number of CIRDC cases (n=55)</th>
<th valign="middle" align="center">%&#xa0;occurrence</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">0&#x2013;6 months</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">18.18</td>
</tr>
<tr>
<td valign="middle" align="left">6&#x2013;12 months</td>
<td valign="middle" align="center">08</td>
<td valign="middle" align="center">14.54</td>
</tr>
<tr>
<td valign="middle" align="left">1-3years</td>
<td valign="middle" align="center">26</td>
<td valign="middle" align="center">47.27</td>
</tr>
<tr>
<td valign="middle" align="left">3-6year</td>
<td valign="middle" align="center">04</td>
<td valign="middle" align="center">7.27</td>
</tr>
<tr>
<td valign="middle" align="left">&gt;6years</td>
<td valign="middle" align="center">07</td>
<td valign="middle" align="center">12.72</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Occurrence of CIRDC in dogs based on vaccination status.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Vaccination&#xa0;status</th>
<th valign="middle" align="center">Total number of CIRDC cases (n=55)</th>
<th valign="middle" align="center">%&#xa0;occurrence</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">No vaccination</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">21.81</td>
</tr>
<tr>
<td valign="middle" align="left">Incomplete vaccination</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">43.63</td>
</tr>
<tr>
<td valign="middle" align="left">Complete vaccination</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">34.54</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Extraction from vaccine for generation of positive controls</title>
<p>CDV and CAV-2 were obtained from live attenuated freeze-dried vaccine Canishot<sup>&#xae;</sup> DHPPL (Intas Pharmaceuticals, India) and Bb from live freeze-dried vaccine Nobivac<sup>&#xae;</sup> KC (MSD Animal Health, India).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Nucleic acid extraction, quantification and reverse transcription</title>
<p>The extraction of DNA from vaccine was using the DNA extraction kit (HiPurA<sup>&#xae;</sup> mammalian Genomic DNA Purification Kit, Kennett Square, PA, USA) according to manufacturer&#x2019;s recommendation and TRIzol method was used for RNA extraction. Briefly, DNA extraction was done by adding 200 &#x3bc;L of vaccine, 200 &#x3bc;L HiPurA<sup>&#xae;</sup> Genomic lysis/binding buffer, 20 &#x3bc;L of Proteinase K. This mixture was incubated at 55&#xa0;&#xb0;C for 1 hour in water bath. After incubation, 200 &#x3bc;L of 100% ethanol was added and homogenous mixture was carefully poured in the HiPurA<sup>&#xae;</sup> spin column in a 2&#xa0;ml collection tube and centrifuged at 12000 rpm for 1&#xa0;min. The spin column was washed with 500 &#x3bc;L of prewash buffer and 500 &#x3bc;L of wash buffer by successive centrifugation at 12000 rpm for one min. After centrifugation, the DNA was eluted by adding 20 &#x3bc;L of elution buffer in spin column and subsequently extracted DNA was stored at -20&#xa0;&#xb0;C for future use. For RNA extraction, 400 &#x3bc;L of vaccine was mixed with 1 mL of TRIzol reagent and vortexed vigorously. In this mixture, 200 &#x3bc;L of chloroform was added followed by vigorous vortexing to avoid formation of insoluble aggregates. This mixture was centrifuged for 15&#xa0;min at 12,000 rpm at 4&#xb0;C for phase separation. The aqueous phase was then mixed with equal volume of chilled isopropanol and kept at -20&#xb0;C overnight. RNA was pelleted by spinning at 12,000 rpm for 20&#xa0;min at 4&#xb0;C and the supernatant was discarded. The washing of pellet was done by adding 1 mL of 70% ethanol (chilled) and operated at a speed of 12,000 revolutions per minute continuously at 4&#xb0;C for 10 minutes. After centrifugation, the pellet was air dried for 2 to 3 hours followed by addition of nuclease free water (NFW). Nucleic acids were quantified using Nanodrop spectrophotometer (Thermo Fisher Scientific) at an absorbance of 260 and 280 nm to derive the A<sub>260</sub>/A<sub>280</sub> ratio.</p>
<p>The cDNA of the isolated RNA was prepared using iScript cDNA Synthesis kit (BioRad, California, USA) as per the manufacturer&#x2019;s protocol. Briefly, reaction mixture was made using 4 &#x3bc;L of 5X Buffer, 1 &#x3bc;L of Reverse Transcriptase (RT) enzyme, 5 &#x3bc;L of NFW and 10 &#x3bc;L of extracted RNA (50ng) as template. The PCR conditions for the reaction were 25&#xb0;C for 5&#xa0;min, followed by 46&#xb0;C for 1 hour and inactivation at 95&#xb0;C for 1&#xa0;min. The cDNA and DNA were stored at &#x2212;20&#xa0;&#xb0;C until used for further PCR amplification.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>PCR amplification and purification of extracted products</title>
<p>The extracted DNA (CAV-2 and Bb) and synthesized cDNA (CDV) were subjected to conventional PCR amplification using self-designed primers specific to each target. The PCR for DNA was performed in Thermal cycler (Sure Cycler 8800, Agilent Technologies) in 12.5 &#x3bc;L reaction containing 3 &#x3bc;L of template DNA, 6.25 &#x3bc;L of 2X GoTaq<sup>&#xae;</sup> Green Master Mix (Promega, Wisconsin, US), 0.4 &#x3bc;M (0.5 &#x3bc;L of 10 &#x3bc;M concentration) each of forward and reverse primers and 2.25 &#x3bc;L of NFW. The PCR for cDNA includes 12.5 &#x3bc;L reaction containing 5 &#x3bc;L of template cDNA, 6.25 &#x3bc;L of 2X GoTaq<sup>&#xae;</sup> Green Master Mix (Promega, Wisconsin, US), 0.4 &#x3bc;M (0.5 &#x3bc;L of 10 &#x3bc;M concentration) each of forward and reverse primers and 0.25 &#x3bc;L of NFW. The cyclic conditions for all the three PCR (CDV, CAV-2 and Bb) were initial denaturation at 95&#xa0;&#xb0;C for 2 minutes, followed by 40 cycles of denaturation at 95&#xa0;&#xb0;C for 1 minute, annealing at temperatures ranging from 45&#xa0;&#xb0;C to 60&#xa0;&#xb0;C for 30 seconds (depending on the primer set), and extension at 72&#xa0;&#xb0;C for 30 seconds. A final extension step was carried out at 72&#xa0;&#xb0;C for 10 minutes to ensure complete amplification of the target sequences. The PCR products generated were then purified using the Monarch<sup>&#xae;</sup> DNA Gel Extraction Kit (New England Biolabs Inc., Massachusetts, US), following the manufacturer&#x2019;s protocol, to obtain clean gel-extracted amplicons suitable for downstream applications.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Cloning of purified products and plasmid isolation</title>
<p>For generation of positive controls, PCR amplicons of CDV, CAV-2 and Bb were cloned into the pJET1.2/blunt vector (CloneJET&#x2122; Kit, Thermo Scientific, Waltham, MA USA) and transformed into <italic>E. coli</italic> DH5&#x3b1; prepared via calcium chloride method. Briefly, a single colony of <italic>E. coli</italic> DH5&#x3b1; was inoculated in 5mL LB broth and incubated overnight at 37&#xb0;C in shaking incubator at 160 rpm. From the overnight grown culture, culture was inoculated in ratio of 1:100 and incubated at 37&#xb0;C in shaking incubator until the OD<sub>600</sub> was between 0.4-0.6. After incubation, the cells were centrifuged at 5000 rpm for 10&#xa0;min at 4&#xb0;C for pelleting. This pellet was resuspended in 0.6 volume of ice cold 0.1M MgCl2 (4.8 mL) + 0.1M CaCl2 (1.2 mL) in the ratio of 4:1 followed by incubation on ice for 15&#xa0;min. Cells were again centrifuged at 5000 rpm for 10&#xa0;min at 4&#xb0;C. Supernatant was discarded and cell pellet was again resuspended in 500 &#x3bc;L of ice cold 0.1M CaCl2 and stored at 4&#xb0;C for further use. The PCR products are treated with blunt-end enzyme and ligated in pJET1.2 vector using T4 DNA ligase. The transformants were selected on LB agar with ampicillin. Recombinant clones were identified by colony touch PCR using gene-specific primers under standardized conditions (95&#xb0;C for a period of 2&#xa0;min, denaturation at 95&#xb0;C for a duration of 1 minute, followed by annealing at 55&#xb0;C for 30 sec, extension at 72&#xb0;C for 30 sec and final extension at 72&#xb0;C for 10 minutes).Plasmids were subsequently isolated using the Monarch<sup>&#xae;</sup> Plasmid Miniprep Kit (NEB, Massachusetts, US) and quantified using Nanodrop spectrophotometer (Thermo Fisher Scientific, Waltham, MA USA). Plasmids were confirmed for presence of targeted genes using automated sanger sequencing (Biokart Pvt LTD).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Optimization of simplex PCR assay</title>
<p>Simplex PCR assays were optimized using the generated plasmid for CDV, CAV-2, and Bb by adjusting annealing temperature, extension/annealing times, and primer concentrations. Reactions were performed in a 12.5&#xa0;&#xb5;L reaction volume using 3&#xa0;&#xb5;L of simplex plasmid DNA as template, 6.25&#xa0;&#xb5;L of 2X GoTaq<sup>&#xae;</sup> Green Master Mix, and 10 &#xb5;M each of forward and reverse primers, 2.25 &#xb5;L of NFW. Annealing temperature optimization was conducted using a gradient of 50&#x2013;60&#xa0;&#xb0;C. Time optimization involved three combinations of annealing (15&#xa0;s, 30&#xa0;s, 45&#xa0;s) and extension (15&#xa0;s, 30&#xa0;s, 45&#xa0;s) durations. Primer concentrations were optimized using a 4&#xd7;4 checkerboard matrix ranging from 0.2&#xa0;&#xb5;M-0.8 &#xb5;M for both forward and reverse primers.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Optimization of multiplex PCR assay</title>
<p>Multiplex PCR assays were developed and optimized for CDV, CAV-2, and Bb by adjusting annealing temperature, extension/annealing times, and primer concentrations. Reactions were performed in a 12.5&#xa0;&#xb5;L reaction volume using 3&#xa0;&#xb5;L of multiplex plasmid DNA as template, 6.25&#xa0;&#xb5;L of 2X GoTaq<sup>&#xae;</sup> Green Master Mix, and 10&#xa0;&#xb5;M each of forward and reverse primers, 2.25 &#xb5;L of NFW for all three targets. Annealing temperature optimization was carried out using a gradient of 45&#x2013;60&#xa0;&#xb0;C. Time optimization involved testing three combinations of annealing (15s, 30s, 45&#xa0;s) and extension (15s, 30s, 45&#xa0;s) durations. Primer concentrations were optimized using a checkerboard matrix ranging from 0.1-0.4&#xa0;&#xb5;M for both forward and reverse primers.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Analytical sensitivity and specificity, reproducibility</title>
<p>Analytical sensitivity of the multiplex PCR assay was assessed using ten-fold serial dilutions of plasmid DNA, and the lowest dilution consistently yielding a detectable band was used to determine the detection limit. Plasmid copy number was calculated using the formula: Copy number = [AxNo]/ [length (plasmid+ insert size) &#xd7;1&#xd7;10<sup>9</sup>&#xd7;660], in this formula, A represents the DNA concentration in ng/&#x3bc;l No. is Avogadro&#x2019;s number (6.022X10<sup>23</sup>) the average weight of a nucleotide base pair (bp) is assumed to be 660 Daltons, and the number of template copies in the sample can be estimated by multiplying the DNA concentration by 1x10<sup>9</sup> (conversion factor for ng). Analytical specificity was evaluated by testing the assay against target plasmids for CDV, CAV-2, and Bb, as well as the commercial DHPPiL vaccine. Amplification products were analyzed on a 1.5% agarose gel, confirming specific amplification of target sequences without cross-reactivity. Reproducibility was evaluated by measuring both intra-assay and inter-assay variations using positive controls and sequenced clinical samples. Intra-assay variation was assessed by performing triplicate amplifications of templates at 10<sup>&#x2212;</sup>&#xb9;<sup>0</sup> ng and 10<sup>&#x2212;</sup>&#xb9; ng per reaction within a single multiplex PCR assay. Inter-assay variation was&#xa0;determined by conducting the same multiplex PCR assay&#xa0;in&#xa0;three&#xa0;independent experimental runs using the same template concentrations.</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Diagnostic performance of the multiplex PCR</title>
<p>Oropharyngeal swabs were collected from dogs presented to the Canine Section of the Veterinary Clinical Complex, Lala Lajpat Rai University of Veterinary and Animal Sciences (LUVAS), Hisar between January, 2024 and January, 2025.&#xa0;A total of 55 dogs exhibiting clinical signs of respiratory illness were included in the study, comprising 38 males and 17 females. The majority of the dogs were between 1 and 3 years of age (47.27%). Coughing was the most commonly observed clinical sign (100%), followed by nasal discharge (60%), inappetence to anorexia (45.45%), and sneezing (40%).The majority of dogs were presented with incomplete vaccination status (43.63%). Clinical profile of dogs, sex- wise occurrence, age-wise occurrence and vaccination status of dogs in study is summarized in <xref ref-type="table" rid="T2"><bold>Tables 2</bold></xref>&#x2013;<xref ref-type="table" rid="T5"><bold>5</bold></xref>. Dogs exhibiting respiratory signs such as coughing, nasal discharge or clinical evidence of bronchopneumonia were included in the study. Cases with respiratory symptoms attributable to cardiovascular disorders, tracheal dysfunction or allergic conditions were excluded. The extraction of DNA from swab samples were also done using the DNA extraction kit (HiPurA<sup>&#xae;</sup> mammalian Genomic DNA Purification Kit, Kennett Square, PA, USA) according to manufacturer&#x2019;s recommendation and TRIzol method was used for RNA extraction. Briefly, swab samples were dissolved in 400 &#x3bc;L of PBS for 15 minutes. The supernatant was centrifuged at 10,000 rpm for 10 minutes to remove any debris. For DNA extraction, 200 &#x3bc;L HiPurA<sup>&#xae;</sup> Genomic lysis/binding buffer was added in 200 &#x3bc;L of sample supernatant along with 20 &#x3bc;L of Proteinase K. For RNA extraction, 200 &#x3bc;L of same sample supernatant was mixed with 300 &#x3bc;L of TRIzol reagent and vortexed vigorously. In this mixture, 120 &#x3bc;L of chloroform was added followed by vigorous vortexing to avoid formation of insoluble aggregates. Rest of the procedure for DNA and RNA extraction was same as mentioned in section 2.3. To assess the reliability of the developed multiplex PCR for clinical application, its performance was compared with a previously established PCR assay for CDV, for CAV-2 and for Bb (<xref ref-type="bibr" rid="B12">Hozbor et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B1">Agnihotri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Raja et&#xa0;al., 2021</xref>). The key diagnostic parameters including sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated. A chi-square test (with Yates&#x2019; continuity correction) was conducted using SPSS software (version 23.0) to assess the statistical significance of differences in pathogen detection rates between the two assays.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Clinical profile of dogs with CIRDC.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Clinical sign</th>
<th valign="middle" align="center">Cases depicting clinical sign (n=55)</th>
<th valign="middle" align="center">% cases depicting clinical sign</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Cough</td>
<td valign="middle" align="center">55</td>
<td valign="middle" align="center">100</td>
</tr>
<tr>
<td valign="middle" align="center"><italic>Non-Productive</italic></td>
<td valign="middle" align="center"><italic>44</italic></td>
<td valign="middle" align="center"><italic>80</italic></td>
</tr>
<tr>
<td valign="middle" align="center"><italic>Productive</italic></td>
<td valign="middle" align="center"><italic>11</italic></td>
<td valign="middle" align="center"><italic>20</italic></td>
</tr>
<tr>
<td valign="middle" align="center">NasalDischarge</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">60</td>
</tr>
<tr>
<td valign="middle" align="center"><italic>Mucoid</italic></td>
<td valign="middle" align="center"><italic>22</italic></td>
<td valign="middle" align="center"><italic>40</italic></td>
</tr>
<tr>
<td valign="middle" align="center"><italic>Purulent</italic></td>
<td valign="middle" align="center"><italic>06</italic></td>
<td valign="middle" align="center"><italic>10.9</italic></td>
</tr>
<tr>
<td valign="middle" align="center"><italic>Mucopurulent</italic></td>
<td valign="middle" align="center"><italic>05</italic></td>
<td valign="middle" align="center"><italic>9</italic></td>
</tr>
<tr>
<td valign="middle" align="center">Anorexia/Inappetence</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">45.45</td>
</tr>
<tr>
<td valign="middle" align="center">Sneezing</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">40</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Optimization of simplex assay</title>
<p>Simplex PCR assays were optimized individually for CDV, CAV-2 and Bb by systematically adjusting annealing temperature, extension/annealing time, and primer concentration. For CDV, optimal conditions included an annealing temperature of 55&#xb0;C, 30&#xa0;s annealing/extension time, and 0.4&#xa0;&#xb5;M primer concentration, yielding a 274&#xa0;bp amplicon. For CAV-2, the ideal parameters were 60&#xb0;C annealing temperature, 30&#xa0;s annealing/extension, and 0.4&#xa0;&#xa0;&#xb5;M primers, producing a 451&#xa0;bp product. Similarly, the Bb assay was optimized at 60&#xb0;C with 30&#xa0;s annealing/extension time and 0.4&#xa0;&#xa0;&#xb5;M primers, amplifying a 672&#xa0;bp fragment. All optimizations were confirmed via 1.5% agarose gel electrophoresis.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Optimization of multiplex PCR</title>
<p>Optimization of the assay resulted in the successful amplification of all target fragments: 274 bp for CDV, 451 bp for CAV-2 and 672 bp for Bb. Gradient PCR conducted across a temperature range of 45&#xb0;C to 60&#xb0;C demonstrated the most distinct and intense amplification at 55&#xb0;C, which was subsequently selected as the optimal annealing temperature (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1</bold></xref>). To refine incubation conditions, amplification was assessed at 55&#xb0;C for 15, 30, and 45 seconds. Although all expected amplicons were detected at all time points, the strongest signal intensities were observed at 30 seconds, which was chosen as the optimal incubation time (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2</bold></xref>). Primer concentration was further optimized through systematic evaluation. Initial multiplex reactions using various primer combinations identified 0.4 &#xb5;M as the most effective concentration for each primer set. (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S3</bold></xref>-<xref ref-type="supplementary-material" rid="SM1"><bold>S5</bold></xref>). Consistently, this concentration produced the most robust and specific amplification of all three targets, and was therefore selected as the final optimized primer concentration.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Analytical sensitivity, specificity and reproducibility</title>
<p>For the detection of the sensitivity of the assay, copy number of all the three pathogens were calculated. The initial undiluted plasmid concentration of CDV, CAV-2 and Bb was 38.2 ng/&#x3bc;L, 61.4 ng/&#x3bc;L and 49.1 ng/&#x3bc;L. For multiplex assay, the copy number of all the three plasmids was calculated as per formula described in section 2.8. The copy number of CDV, CAV-2 and Bb in undiluted sample were 10.6 x 10<sup>9</sup>copies/&#x3bc;L, 16.29x 10<sup>9</sup>copies/&#x3bc;L and Bb were 12.24 x 10<sup>9</sup>copies/&#x3bc;L. Theses plasmids were further mixed in equivalent copy number to avoid the effect of size of different products. To make the copy number same the following concentrations were used 10 &#x3bc;L of CDV plasmid= 106x 10<sup>9</sup>copies/&#x3bc;L, 7 &#x3bc;L of CAV 2 plasmid= 114.03 x 10<sup>9</sup>copies/&#x3bc;L and 9 &#x3bc;L of Bb plasmid= 110.16x 10<sup>9</sup>copies/&#x3bc;L The sensitivity of the multiplex PCR was tested by detection of the three plasmids in serial dilutions expressed in copy number and was calculated as 1,060 copies/&#xb5;L for CDV, 11,403 copies/&#xb5;L for CAV-2 and 11,016 copies/&#xb5;L for Bb based on standardized input plasmid concentrations (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). These sensitivity experiments were done in triplicate and were repeated with different dilutions prepared at different times as well as by different persons. The intra and inter-assay evaluations, both demonstrated consistent and comparable results across replicates at different intervals. Intra- and inter-assay evaluations, performed using three dilutions near the detection limit, exhibited a coefficient of variation (CV) below 5%, confirming the assay&#x2019;s precision and robustness.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Agarose gel electrophoresis of PCR assay reaction with plasmid dilutions of CDV (274&#xa0;bp), CAV-2 (451&#xa0;bp) and Bb (672&#xa0;bp) using 1.5% gel. Lane L: 100bp ladder; Lane N: Negative control; The concentration of plasmid in lane 1 is CDV plasmid 106x 10<sup>9</sup>copies/&#x3bc;L (CDV plasmid), 114.03 x 10<sup>9</sup>copies/&#x3bc;L (CAV 2 plasmid) and 110.16x 10<sup>9</sup>copies/&#x3bc;L(Bb plasmid) Lane 1 to 10: 10-fold serial dilution of the plasmid. Sensitivity of assay: 1060 copies/&#xb5;l for CD (9<sup>th</sup> dilution), 11403 copies/&#xb5;l for CAV-2 (8<sup>th</sup> dilution) and 11016 copies/&#xb5;l for Bb till 8<sup>th</sup> dilution.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1661499-g001.tif">
<alt-text content-type="machine-generated">Gel electrophoresis image showing DNA bands. A ladder on the left indicates sizes of one thousand, five hundred, and one hundred base pairs. Lanes marked P and serial dilutions from ten to the power of negative one to ten to the power of negative ten display DNA bands at 672, 451, and 274 base pairs.</alt-text>
</graphic></fig>
<p>Specificity of the assay was evaluated using individual plasmids for CDV, CAV-2 and Bb each yielding amplification exclusively at the expected product sizes with no cross-reactivity observed, thereby confirming 100% analytical specificity of the multiplex PCR assay (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Agarose gel electrophoresis showing specificity of the assay performed with designed primers for CDV, CAV-2 and Bb. Lane L: 100 bp ladder; Lane N: Negative control; Lane 1: Specificity for CDV (274bp), Lane 2: Specificity for CAV-2 (451bp), Lane 3: Specificity for Bb(672), 4(M)- Multiplex specificity among plasmids showing all the three bands of CDV (274&#xa0;bp), CAV-2 (451&#xa0;bp) and Bb (672&#xa0;bp).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1661499-g002.tif">
<alt-text content-type="machine-generated">Gel electrophoresis image showing DNA bands. Lanes are labeled L, N, 1, 2, 3, and 4. A ladder in lane L indicates 1000, 500, and 100 base pairs. Bands in other lanes are visible at positions 672, 451, and 274 base pairs.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Validation of multiplex PCR assay</title>
<p>A total of 55 oropharyngeal swab samples from dogs suspected of CIRDC were screened using the developed multiplex PCR assay for the simultaneous detection of CDV, CAV-2 and Bb. The samples were tested initially individually with standardized singlex PCR methods to confirm the reliability of assay (<xref ref-type="bibr" rid="B12">Hozbor et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B1">Agnihotri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Raja et&#xa0;al., 2021</xref>). For each swab sample 3 &#xb5;L (10&#x2013;50 ng/&#xb5;L) of extracted DNA/cDNA was added to each multiplex PCR reaction. Out of the 55 samples tested, 18 (32.7%) tested positive using the developed multiplex PCR assay while 17 (30.9%) were found positive with singlex assay. CDV was the most frequently detected pathogen, identified in 14 samples (25%) as a single infection. Dual infections were observed in 2 samples (3.6%) with CDV and Bb, and in 1 sample (1.8%) with CDV and CAV-2. Additionally, Bb was detected alone in 1 sample (1.8%) (<xref ref-type="table" rid="T6"><bold>Table&#xa0;6</bold></xref>). The amplification of representative samples is shown in <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>. The previously established singlex PCR assay identified CDV DNA in 14 samples (25%) as a single infection, 2 samples (3.63%) with CAV-2 and 1 sample (1.8%) was detected for Bb. The 2x2 contingency table used for evaluation of diagnostic assay is given in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Tables S2</bold></xref>-<xref ref-type="supplementary-material" rid="SM1"><bold>S4</bold></xref>. The key diagnostic parameters are given in <xref ref-type="table" rid="T7"><bold>Table&#xa0;7</bold></xref>. Application of the chi-square test revealed a statistically significant association between the two assays, with chi-square values of 41.762 for CDV, 13.245 for CAV-2 and 37.318 for Bb (critical &#x3c7;&#xb2; = 3.84, df = 1). The high chi-square value indicating a highly significant association (p &lt; 0.0001) between the two variables. These findings suggested that both assays exhibited comparable performance in detecting CIRDC pathogens.</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Results of application of multiplex PCR assay on 55 samples for detection of CIRDC pathogens.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Test</th>
<th valign="middle" colspan="6" align="left">No of positive samples</th>
<th valign="middle" rowspan="2" align="left">No. of negative samples</th>
<th valign="middle" rowspan="2" align="left">Total no. of animals</th>
</tr>
<tr>
<th valign="middle" align="left">CDV&#xa0;only</th>
<th valign="middle" align="left">CAV-2&#xa0;only</th>
<th valign="middle" align="left">Bb&#xa0;only</th>
<th valign="middle" align="left">CDV&#xa0;+&#xa0;CAV-2</th>
<th valign="middle" align="left">CAV-2 + Bb</th>
<th valign="middle" align="left">CDV + Bb</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Multiplex PCR assay</td>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">01</td>
<td valign="middle" align="left">01</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">02</td>
<td valign="middle" align="left">37</td>
<td valign="middle" align="left">55</td>
</tr>
<tr>
<td valign="middle" align="left">Singlex PCR<break/>(<xref ref-type="bibr" rid="B12">Hozbor et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B1">Agnihotri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Raja et&#xa0;al., 2021</xref>)</td>
<td valign="middle" align="left">12</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">01</td>
<td valign="middle" align="left">01</td>
<td valign="middle" align="left">&#x2013;</td>
<td valign="middle" align="left">02</td>
<td valign="middle" align="left">39</td>
<td valign="middle" align="left">55</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Agarose gel electrophoresis of screened samples using Multiplex PCR assay for detecting CDV, CAV-2 and Bb. <bold>(A)</bold> Lane L: 100 bp ladder; Lane N: Negative control; Lane PC: Positive control. Lane 5: Positive for CAV-2 (451bp) &amp; CDV (274bp); Lane: 15,16: Positive for CDV(274bp); Lane 1,2,3,4,6,7,8,9,10,11,12,13,14,17 Negative samples. <bold>(B)</bold> Lane: 24, 27, 32, 33, 34: Positive for CDV(274bp); Lane 26 and 34: Positive for Bb (672&#xa0;bp). Lane: 18,19,20,21,22,28,29,30 &amp; 31: Negative samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1661499-g003.tif">
<alt-text content-type="machine-generated">Gel electrophoresis images labeled A and B. In image A, lanes 5 and 15-16 show bands at 451 base pairs and 274 base pairs. Image B shows bands in lanes 24, 26-27, and 32-34 with sizes 672 base pairs and 274 base pairs, indicating DNA fragments. Both images have labeled ladders and controls.</alt-text>
</graphic></fig>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Evaluation of the multiplex PCR for different CIRDC pathogens.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Statistic</th>
<th valign="middle" align="left">Value for CDV</th>
<th valign="middle" align="left">95% CI for CDV</th>
<th valign="middle" align="left">Value for CAV-2</th>
<th valign="middle" align="left">95% CI for CAV-2</th>
<th valign="middle" align="left">Value for Bb</th>
<th valign="middle" align="left">95% CI for Bb</th>
<th valign="middle" align="left">Overall evaluation of assay</th>
<th valign="middle" align="left">95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Sensitivity</td>
<td valign="middle" align="left">100%</td>
<td valign="middle" align="left">78.20% to 100%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">2.50% to 100.00%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">29.24% to 100.00%</td>
<td valign="middle" align="left">94.12%</td>
<td valign="middle" align="left">71.31% to 99.85%</td>
</tr>
<tr>
<td valign="middle" align="left">Specificity</td>
<td valign="middle" align="left">95%</td>
<td valign="middle" align="left">83.08% to 99.39%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.40% to 100.00%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.15% to 100.00%</td>
<td valign="middle" align="left">94.74%</td>
<td valign="middle" align="left">82.25% to 99.36%</td>
</tr>
<tr>
<td valign="middle" align="left">Positive Likelihood Ratio</td>
<td valign="middle" align="left">20.00</td>
<td valign="middle" align="left">5.18 to 77.21</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">17.88</td>
<td valign="middle" align="left">4.62 to 69.27</td>
</tr>
<tr>
<td valign="middle" align="left">Negative Likelihood Ratio</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.00</td>
<td valign="middle" align="left">0.06</td>
<td valign="middle" align="left">0.01 to 0.42</td>
</tr>
<tr>
<td valign="middle" align="left">Disease prevalence (*)</td>
<td valign="middle" align="left">27.27%</td>
<td valign="middle" align="left">16.14% to 40.96%</td>
<td valign="middle" align="left">1.82%</td>
<td valign="middle" align="left">0.05% to 9.72%</td>
<td valign="middle" align="left">5.45%</td>
<td valign="middle" align="left">1.14% to 15.12%</td>
<td valign="middle" align="left">30.91%</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Positive Predictive Value (*)</td>
<td valign="middle" align="left">88.24%</td>
<td valign="middle" align="left">66.02% to 96.66%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">2.50% to 100.00%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">29.24% to 100.00%</td>
<td valign="middle" align="left">88.89%</td>
<td valign="middle" align="left">67.38% to 96.87%</td>
</tr>
<tr>
<td valign="middle" align="left">Negative Predictive Value (*)</td>
<td valign="middle" align="left">100%</td>
<td valign="middle" align="left">90.75% to 100%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.40% to 100.00%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.15% to 100.00%</td>
<td valign="middle" align="left">97.30%</td>
<td valign="middle" align="left">84.30% to 99.59%</td>
</tr>
<tr>
<td valign="middle" align="left">Accuracy (*)</td>
<td valign="middle" align="left">96.36</td>
<td valign="middle" align="left">87.47% to 99.56%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.51% to 100.00%</td>
<td valign="middle" align="left">100.00%</td>
<td valign="middle" align="left">93.15% to 100.00%</td>
<td valign="middle" align="left">94.55%</td>
<td valign="middle" align="left">84.88% to 98.86%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(*) These values are dependent on disease prevalence.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Canine Infectious Respiratory Disease Complex (CIRDC) remains a significant health concern, particularly in puppies and immunocompromised dogs, due to its multifactorial etiology, high transmission potential, and frequent involvement of viral co-infections. The present study aligns with previous research efforts aimed at optimizing molecular diagnostic platforms for three important CIRDC pathogens (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). While earlier studies emphasized optimizing annealing temperatures for separate panels of RNA and DNA viruses, this study fine tuned critical parameters such as annealing temperature, extension time, and primer concentration to achieve effective multiplexing for both DNA and RNA at same platform (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). Assay performance was maximized by targeting conserved gene regions and adjusting thermocycling parameters (<xref ref-type="bibr" rid="B11">Hao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B38">Zhao et&#xa0;al., 2024</xref>). Primer optimization reduced cross-reactivity and improved multiplex assay efficiency (<xref ref-type="bibr" rid="B20">Maboni et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B7">Dong et&#xa0;al., 2022</xref>). In line with these findings, the present study successfully developed and standardized a multiplex PCR assay for CDV, CAV-2, and Bb. The optimal annealing temperature was determined to be 55&#xa0;&#xb0;C, with an extension time of 30 seconds. A primer concentration of 0.4 &#x3bc;M was standardized for all three targets. This assay offers a rapid and effective diagnostic tool for the simultaneous detection of key CIRDC pathogens, thereby supporting improved clinical decision-making and disease control.</p>
<p>Target gene selection was guided by previous studies highlighting diagnostic reliability and genetic conservation. The hemagglutinin (H) gene of CDV has demonstrated utility for both detection and genotyping due to its variability and lineage (<xref ref-type="bibr" rid="B19">Liu et&#xa0;al., 2015</xref>). Hemagglutinin (H) gene based diagnostic assay may provide important information on CDV evolution, possible vaccine failure, and virus jumping between host species (<xref ref-type="bibr" rid="B14">Iwatsuki et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B3">Becker et&#xa0;al., 2023</xref>). This gene is also the most commonly used gene for CDV phylogenetic categorization (<xref ref-type="bibr" rid="B21">Martella et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Nguyen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Duque-Valencia et&#xa0;al., 2019</xref>). Despite being highly conserved, the nucleocapsid (N) gene does not contribute to a useful sequence analysis tool. At the molecular level, the N gene performs basic screening and detection and less effective for distinguishing CDV from other related viruses. In addition to evolutionary analysis, the H gene exhibits greater sequence variability than N gene, making it a suitable target for differentiating field strains and ensuring assay specificity. For CAV-2, the E3 region which differs significantly from that of CAV-1 enables precise strain differentiation and reflects viral evolution (<xref ref-type="bibr" rid="B30">Ramidi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B35">Syamily et&#xa0;al., 2023</xref>). Detection of <italic>Bordetella bronchiseptica</italic> was enhanced by targeting the species-specific bfrZ gene, which is crucial for iron acquisition and highly conserved among isolates (<xref ref-type="bibr" rid="B4">Brickman and Armstrong, 2009</xref>; <xref ref-type="bibr" rid="B16">Jinnerot et&#xa0;al., 2015</xref>). The development of a multiplex PCR assay capable of simultaneously detecting three pathogens Canine Distemper Virus (CDV), Canine Adenovirus Type&#xa0;2 (CAV-2), and <italic>B. bronchiseptica</italic> (Bb) represents a significant advancement in the molecular diagnosis of CIRDC.</p>
<p>Sensitivity and specificity are critical parameters in evaluating the diagnostic accuracy of molecular assays such as multiplex PCR, especially for detecting CIRDC pathogens. Several studies have demonstrated the high sensitivity of multiplex PCR assays for a wide range of CIRDC agents. One study reported an overall sensitivity of over 87%, including 100% sensitivity for CDV and CAV-2, although rapid tests failed to detect canine influenza virus (CIV) in 83 out of 102 PCR-positive samples (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). A 96.53% agreement between multiplex and singlex PCR was achieved, demonstrating high diagnostic sensitivity for <italic>Mycoplasma canis</italic> and <italic>M. cynos</italic> (<xref ref-type="bibr" rid="B20">Maboni et&#xa0;al., 2019</xref>). Nearly, 100% sensitivity was reported using nasal swabs, with performance found to be comparable to both RT-PCR and rapid antigen tests (<xref ref-type="bibr" rid="B15">Jeoung et&#xa0;al., 2013</xref>). High analytical sensitivity was observed in multiplex PCR, with detection limits of 10 copies/&#x3bc;L for CRCoV and CIV, and 100 copies/&#x3bc;L for CDV and CPiV (<xref ref-type="bibr" rid="B35">Syamily et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B38">Zhao et&#xa0;al., 2024</xref>). Additionally, the capability of PCR to detect co-infections in 43.2% of 139 positive cases out of 740 samples has been demonstrated (<xref ref-type="bibr" rid="B16">Jinnerot et&#xa0;al., 2015</xref>). These findings consistently underscore multiplex PCR&#x2019;s ability to detect low pathogen loads and multiple agents in a single reaction. The sensitivity of developed mPCR was measured at 1,060 copies/&#x3bc;L for CDV, 11,403 copies/&#x3bc;L for CAV-2, and 11,016 copies/&#x3bc;L for Bb, indicating reliable detection of low copy numbers.</p>
<p>In terms of specificity, multiplex PCR has demonstrated 100% specificity, with no cross-reactivity observed across six target viruses (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). The assay also showed superior specificity with intra- and inter-assay variability below 5%, confirming robustness and reproducibility (<xref ref-type="bibr" rid="B11">Hao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B38">Zhao et&#xa0;al., 2024</xref>). The presence of high concentrations of certain pathogens did not interfere with the detection of others, reinforcing specificity in complex samples (<xref ref-type="bibr" rid="B7">Dong et&#xa0;al., 2022</xref>). Consistent with these findings, the multiplex PCR assay developed in the present study targeting CDV, CAV-2, and Bb demonstrated 100% specificity. These results support the assay&#x2019;s utility as a reliable, accurate, and efficient tool for both clinical diagnostics and epidemiological surveillance of CIRDC pathogens.</p>
<p>Sample type and timing also play critical roles in the diagnostic sensitivity of respiratory PCR assays. Both nasal and oropharyngeal swabs reflect the primary routes of viral shedding (<xref ref-type="bibr" rid="B26">Piewbang et&#xa0;al., 2016</xref>). A similar dual-site sampling approach was adopted in this study to optimize detection sensitivity, particularly for pathogens like CAV-2 that replicate preferentially in the lower respiratory tract. However, pathogen detection may still be influenced by the stage of disease and sample quality&#x2014;limitations that are shared by all PCR-based diagnostics and should be considered in surveillance protocols. Out of 55 samples screened using the developed Multiplex PCR assay, 18 were found positive for the targeted pathogens, including both mono-infections and co-infections. Among the 18 positive samples, 14 (25%) were positive for CDV only, 2 (3.6%) were co-infected with CDV and Bb, 1 (1.8%) was co-infected with CDV and CAV-2, and 1 (1.8%) was positive for Bb only. Coughing was identified as the most prevalent clinical manifestation, being observed in all affected dogs, with non-productive coughing noted as the dominant type. Other commonly recorded signs included nasal discharge, reduced appetite (ranging from inappetence to anorexia), sneezing, ocular discharge, fever or pyrexia, and dyspnea. These clinical presentations were found to be consistent with previous findings (<xref ref-type="bibr" rid="B2">Ayodhya et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B18">K&#xf6;se et&#xa0;al., 2021</xref>). The observed cough was likely caused by airway irritation resulting from inflammation or infiltration of the lower respiratory tract. The presence of nasal discharge was attributed to inflammatory changes within the nasal&#xa0;mucosa and nares. Furthermore, signs of exercise intolerance observed in some cases were considered to be associated with compromised respiratory function and reduced ventilatory efficiency.</p>
<p>While this assay represents a significant advancement, some limitations remain. First, the inability to differentiate vaccine strains from field strains&#x2014;particularly for modified live vaccines (MLVs)&#x2014;may result in false positives in recently vaccinated animals (<xref ref-type="bibr" rid="B32">Ruch-Gallie et&#xa0;al., 2016</xref>). Second, although the assay targets three major CIRDC agents, pathogens such as CPIV, CRCoV, CaHV-1, <italic>Mycoplasma cynos</italic>, and <italic>Streptococcus equi subsp. zooepidemicus</italic> also play important roles in CIRDC pathogenesis and should be considered in future assay iterations. Expanding the current platform to include these additional agents while maintaining high analytical performance is both feasible and necessary.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, the multiplex PCR assay described herein offers a rapid, robust, and clinically valuable tool for the simultaneous detection of CDV, CAV-2, and Bb. By focusing on the most prevalent and impactful CIRDC pathogens, the assay addresses a critical need for efficient, high-throughput diagnostics in both routine and outbreak scenarios. It compares favorably to, and builds upon, existing multiplex systems, offering enhanced specificity, sensitivity, and operational simplicity. Taken together, our findings contribute meaningfully to the evolving landscape of&#xa0;canine respiratory diagnostics and reinforce the growing role&#xa0;of&#xa0;multiplex PCR as a frontline diagnostic modality in veterinary medicine.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding authors.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was not required for the studies involving animals in accordance with the local legislation and institutional requirements because this manuscript uses samples collected from dogs, which were clinically infected and brought for routine diagnosis and hence no ethical approval was required. Written informed consent was obtained from the owners for the participation of their animals in this study.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>RK: Formal Analysis, Software, Writing &#x2013; original draft, Data curation, Validation, Methodology, Resources, Conceptualization, Investigation, Project administration, Writing &#x2013; review &amp; editing. JB: Visualization, Project administration, Formal Analysis, Methodology, Validation, Supervision, Writing &#x2013; review &amp; editing, Data curation, Funding acquisition, Investigation, Software, Writing &#x2013; original draft, Resources, Conceptualization. KB: Supervision, Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing, Software, Investigation, Writing &#x2013; original draft, Resources, Validation, Project administration, Visualization, Methodology, Formal Analysis, Data curation. PK: Writing &#x2013; original draft, Formal Analysis, Writing &#x2013; review &amp; editing, Methodology, Visualization, Data curation. DA: Visualization, Data curation, Resources, Investigation, Methodology, Funding acquisition, Project administration, Writing &#x2013; original draft, Supervision, Writing &#x2013; review &amp; editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The authors are thankful to the Department of Veterinary Medicine and Animal Biotechnology, College of Veterinary and Animal Sciences, Lala Lajpat Rai University of Animal Sciences for providing financial, technical, logistic support and human resource for the smooth conduction of work. Authors also wish to appreciate the work of all the researchers whose works are referenced in the present research.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcimb.2025.1661499/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2025.1661499/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table1.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/24254">Sara Louise Cosby</ext-link>, Belfast, United Kingdom</p></fn>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1045022">Victoria Iribarnegaray</ext-link>, Universidad de la Rep&#xfa;blica, Uruguay</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3213215">Dr Nirmal Kumar Jeph</ext-link>, Rajasthan University of Veterinary and Animal Sciences Jobner Jaipur, India</p></fn>
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