<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1765857</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Exploring specific biomarkers in blood for <italic>in vitro</italic> diagnosis of caprine tuberculosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Velasco</surname>
<given-names>Carlos</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2003642"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Roy</surname>
<given-names>Alvaro</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/421274"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cruz-Lopez</surname>
<given-names>Fatima</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gomez-Buendia</surname>
<given-names>Alberto</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2614678"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ortega</surname>
<given-names>Javier</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1255660"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mendez-Lopez</surname>
<given-names>Sof&#x00ED;a</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Juan</surname>
<given-names>Lucia</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1145654"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dominguez</surname>
<given-names>Lucas</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/239997"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Romero</surname>
<given-names>Beatriz</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/423642"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alvarez</surname>
<given-names>Julio</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/198845"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bezos</surname>
<given-names>Javier</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/244119"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>VISAVET Health Surveillance Centre, Complutense University of Madrid</institution>, <city>Madrid</city>, <country country="es">Spain</country></aff>
<aff id="aff2"><label>2</label><institution>Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid</institution>, <city>Madrid</city>, <country country="es">Spain</country></aff>
<aff id="aff3"><label>3</label><institution>Centro Nacional de Epidemiolog&#x00ED;a, Instituto de Salud Carlos III</institution>, <city>Madrid</city>, <country country="es">Spain</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Javier Bezos, <email xlink:href="mailto:jbezosga@visavet.ucm.es">jbezosga@visavet.ucm.es</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-20">
<day>20</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1765857</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>03</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Velasco, Roy, Cruz-Lopez, Gomez-Buendia, Ortega, Mendez-Lopez, de Juan, Dominguez, Romero, Alvarez and Bezos.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Velasco, Roy, Cruz-Lopez, Gomez-Buendia, Ortega, Mendez-Lopez, de Juan, Dominguez, Romero, Alvarez and Bezos</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-20">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>Introduction</title>
<p>Caprine tuberculosis (cTB) is a zoonotic disease with significant implications for animal and public health and economic impact. Therefore, accurate ante-mortem diagnosis is essential. Diagnosis in goats rely on the single and comparative intradermal tuberculin test (SITT and CITT, respectively), both of which showing limited diagnostic performance. The aim of the study was to characterize the immune and physiological responses to cTB in naturally infected goats and to identify potential <italic>in vitro</italic> biomarkers that could improve the reliability of cTB diagnosis.</p>
</sec>
<sec>
<title>Methodology</title>
<p>The study was conducted in a cTB infected herd and goats were classified as reactors (positive to SITT or IFN-&#x03B3; release assay and considered as infected) and non-reactors. Basal production of fifteen key immune cytokines was measured in plasma samples (<italic>n</italic>&#x202F;=&#x202F;19) and compared with levels observed after stimulation with bovine purified protein derivative (PPDb). Acute phase proteins (haptoglobin/Hp and serum amyloid-A/SAA) and oxidative stress markers (total antioxidant status/TAS and malondialdehyde/MDA) were determined in serum samples (<italic>n</italic>&#x202F;=&#x202F;90) while complete blood count (CBC) was performed on whole-blood samples (<italic>n</italic>&#x202F;=&#x202F;44).</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>Regarding cytokine expression patterns, plasma levels of IFN-&#x03B3; and IFN-&#x03B3;-inducible protein 10 (IP-10) in PPDb-stimulated samples were significantly higher (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.005 and <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, respectively) in reactor goats than in non-reactor. When considering the difference between PPDb and PBS-stimulated samples (&#x0394;-cytokine), levels of &#x0394;-IFN-&#x03B3;, &#x0394;-IP-10 and &#x0394;-IL-1&#x03B1; were significantly higher (<italic>p</italic>&#x202F;=&#x202F;0.0006, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001 and <italic>p</italic>&#x202F;=&#x202F;0.022, respectively) in reactor goats compared to non-reactor. In addition, significantly higher (<italic>p</italic>&#x202F;=&#x202F;0.014) levels of serum TAS were observed in reactor vs. non-reactor goats whereas no significant differences (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) were found for Hp, SAA and MDA. Finally, among the CBC parameters, only the percentage of mid-range cells was significantly higher (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) in reactor vs. non-reactor goats. This study demonstrates the differential expression of immunological (IFN-&#x03B3;, IP-10 and IL-1&#x03B1;) and physiological (TAS) biomarkers in goats reacting to TB diagnostic tests and suggest their potential as biomarkers of cTB infection. These findings could lead to the development of novel diagnostic <italic>in vitro</italic> methodologies and contribute to more effective cTB eradication strategies.</p>
</sec>
</abstract>
<kwd-group>
<kwd>acute phase proteins</kwd>
<kwd>complete blood count</kwd>
<kwd>diagnosis</kwd>
<kwd>goat</kwd>
<kwd>IFN-&#x03B3;</kwd>
<kwd>IP-10</kwd>
<kwd>oxidative stress</kwd>
<kwd>tuberculosis</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Universidad Complutense de Madrid and Banco Santander</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp1">CT58/21-CT59/21</award-id>
<award-id rid="sp1">CT25/24</award-id>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>MICIU/AEI/10.13039/501100011033 and ERDF/EU</institution>
</institution-wrap>
</funding-source>
<award-id rid="sp2">PID2024-159293OB-I00</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was made possible by grant PID2024-159293OB-I00 funded by MICIU/AEI/10.13039/501100011033 and ERDF/EU. CV and AG-B hold a PhD fellowship (CT25/24 and CT58/21-CT59/21, respectively) from the Universidad Complutense de Madrid and Banco Santander.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="85"/>
<page-count count="11"/>
<word-count count="9306"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Agents and Disease</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Caprine tuberculosis (cTB) is an infectious worldwide-distributed disease caused by mycobacteria of the <italic>Mycobacterium tuberculosis</italic> complex (MTBC) including <italic>M. bovis</italic> and <italic>M. caprae</italic> (<xref ref-type="bibr" rid="ref5">Aranaz et al., 2003</xref>; <xref ref-type="bibr" rid="ref48">Malone and Gordon, 2017</xref>), both representing a significant concern for animal and public health due to their zoonotic potential (<xref ref-type="bibr" rid="ref61">P&#x00E9;rez De Val et al., 2025</xref>; <xref ref-type="bibr" rid="ref50">Mart&#x00ED;nez-Lirola et al., 2023</xref>). In Spain, the country that hosts the second largest population of goats in the European Union (2.3 million in 2024) (<xref ref-type="bibr" rid="ref30">Eurostat, 2025</xref>), cTB control is achieved through regional eradication programs based on the cull of positive animals to the single or comparative intradermal tuberculin test (SITT or CITT, respectively) along with slaughterhouse surveillance (<xref ref-type="bibr" rid="ref13">Bezos et al., 2014b</xref>; <xref ref-type="bibr" rid="ref66">Roy et al., 2020</xref>). However, tuberculin tests present some disadvantages such as the subjective component in test interpretation, imperfect test accuracy and the need of handling the animal twice (one for testing and one or reading the results) (<xref ref-type="bibr" rid="ref13">Bezos et al., 2014b</xref>; <xref ref-type="bibr" rid="ref18">De La Rua-Domenech et al., 2006</xref>). Hence, the development of new <italic>in vitro</italic> methodologies that can overcome these limitations of tuberculin tests and contribute to improving the accuracy of TB diagnosis in this species would be highly advantageous.</p>
<p>In the early stages of infection, the tuberculous mycobacteria typically colonize the lungs (<xref ref-type="bibr" rid="ref71">Seva et al., 2000</xref>; <xref ref-type="bibr" rid="ref21">Domingo et al., 2014</xref>; <xref ref-type="bibr" rid="ref19">de Val et al., 2011</xref>), where the alveolar macrophages play a pivotal role in recognizing and phagocytosing the mycobacteria (<xref ref-type="bibr" rid="ref57">Palmer et al., 2022</xref>; <xref ref-type="bibr" rid="ref2">Agull&#x00F3;-Ros et al., 2025</xref>). This leads to the activation of the host immune response and the production of pro-inflammatory cytokines including interferon-gamma (IFN-&#x03B3;) (<xref ref-type="bibr" rid="ref29">Etna et al., 2014</xref>; <xref ref-type="bibr" rid="ref69">Schiller et al., 2009</xref>; <xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>). In fact, IFN-&#x03B3; detection through the whole blood-based IFN-&#x03B3; release assay (IGRA) is used as an official test in bovine TB (bTB) eradication programs within the European Union. This test relies on the assessment of the levels of secretion of this cytokine by sensitized T-cells after <italic>in vitro</italic> stimulation with bovine and avian purified protein derivatives (PPDb and PPDa, respectively) (<xref ref-type="bibr" rid="ref69">Schiller et al., 2009</xref>; <xref ref-type="bibr" rid="ref12">Bezos et al., 2014a</xref>). Beyond IFN-&#x03B3;, other cytokines play a crucial role in the host&#x2019;s immune response against MTBC, highlighting their potential as immunological biomarkers for TB infection (<xref ref-type="bibr" rid="ref74">Smith et al., 2021a</xref>,<xref ref-type="bibr" rid="ref75">b</xref>; <xref ref-type="bibr" rid="ref31">Franzoni et al., 2024</xref>). Previous studies have demonstrated that the detection of IFN-&#x03B3;-inducible protein 10 (IP-10) could maximize the detection of TB in cattle (<xref ref-type="bibr" rid="ref16">Coad et al., 2019</xref>; <xref ref-type="bibr" rid="ref76">Steinbach et al., 2021</xref>; <xref ref-type="bibr" rid="ref59">Parsons et al., 2016</xref>), African buffalo (<xref ref-type="bibr" rid="ref36">Goosen et al., 2015</xref>; <xref ref-type="bibr" rid="ref9">Bernitz et al., 2019</xref>), water buffalo (<xref ref-type="bibr" rid="ref31">Franzoni et al., 2024</xref>) and goats (<xref ref-type="bibr" rid="ref17">Cooke et al., 2023</xref>). However, the pattern expression of these and other cytokines in goats exposed to MTBC has only been evaluated in serum samples (<xref ref-type="bibr" rid="ref55">Ortega et al., 2022</xref>) but not after specific stimulation of plasma samples with PPDb.</p>
<p>Simultaneously to cytokine production, MTBC infection triggers the production of acute phase proteins (APPs) (<xref ref-type="bibr" rid="ref81">Vicente et al., 2019</xref>; <xref ref-type="bibr" rid="ref47">Lowie et al., 2025</xref>) and reactive oxygen and nitrogen species (ROS and RNS, respectively) (<xref ref-type="bibr" rid="ref56">Palanisamy et al., 2011</xref>; <xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al., 2016</xref>) as part of the host non-specific innate immune response against the mycobacteria. APPs are liver-derived serum proteins in response to pro-inflammatory cytokines (mainly IL-1&#x03B2;, IL-6, and TNF-&#x03B1;) (<xref ref-type="bibr" rid="ref67">Saco and Bassols, 2023</xref>; <xref ref-type="bibr" rid="ref54">Murata et al., 2004</xref>; <xref ref-type="bibr" rid="ref39">Iliev and Georgieva, 2018</xref>) to enhance the immune and inflammatory response (<xref ref-type="bibr" rid="ref22">Eckersall, 2004</xref>; <xref ref-type="bibr" rid="ref24">Eckersall and Bell, 2010</xref>), with haptoglobin (Hp) and serum amyloid-A (SAA) as the major APPs in goats (<xref ref-type="bibr" rid="ref39">Iliev and Georgieva, 2018</xref>; <xref ref-type="bibr" rid="ref35">Gonz&#x00E1;lez et al., 2008</xref>). Hp binds free hemoglobin and reduces available iron for the pathogens targeted (<xref ref-type="bibr" rid="ref64">Petersen et al., 2004</xref>) while SAA causes bacteria opsonization (<xref ref-type="bibr" rid="ref38">Hari-Dass et al., 2005</xref>) and promote chemotactic recruitment of inflammatory cells to sites of lesion (<xref ref-type="bibr" rid="ref64">Petersen et al., 2004</xref>). ROS and RNS are produced during MTBC infection by macrophages and neutrophils aimed at mycobacterial clearance (<xref ref-type="bibr" rid="ref56">Palanisamy et al., 2011</xref>; <xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al., 2016</xref>; <xref ref-type="bibr" rid="ref73">Shastri et al., 2018</xref>) but can collaterally cause host-tissue injury and physiological disorders, known as oxidative stress (OS). Thus, OS results from the imbalance between the ROS/RNS production and the host-ability to absorb their harmful effects through antioxidant agents (<xref ref-type="bibr" rid="ref14">Blanca et al., 2024</xref>; <xref ref-type="bibr" rid="ref3">Al-Hassan, 2018</xref>). Several biomarkers can be quantified for OS assessment including antioxidant agents, ROS or RNS (<xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al., 2016</xref>; <xref ref-type="bibr" rid="ref14">Blanca et al., 2024</xref>; <xref ref-type="bibr" rid="ref60">Pellegrini et al., 2020</xref>). However, ROS/RNS have an extremely short half-life and are difficult to measure directly (<xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al., 2016</xref>). In this sense, OS can be assessed by measuring products of ROS/RNS-mediated modifications such as the malondialdehyde (MDA), a metabolite from lipid peroxidation (<xref ref-type="bibr" rid="ref3">Al-Hassan, 2018</xref>; <xref ref-type="bibr" rid="ref63">Perez-Montero et al., 2025</xref>; <xref ref-type="bibr" rid="ref79">Turk et al., 2008</xref>). Furthermore, the total antioxidant status (TAS) provides a comprehensive measure of the antioxidant potential of a sample with fewer logistical requirements than analyzing individual antioxidants (<xref ref-type="bibr" rid="ref8">Beghelli et al., 2016</xref>). However, there is a lack of knowledge regarding APPs expression and OS response against MTBC infection. Moreover, even though the complete blood count (CBC) parameters could be of interest in the diagnosis and prognosis of TB as shown in humans (<xref ref-type="bibr" rid="ref72">Shah et al., 2022</xref>; <xref ref-type="bibr" rid="ref6">Balepur and Schlossberg, 2016</xref>), very few studies&#x2014;none in goats&#x2014;have addressed the variations in CBC associated with MTBC infection in animals (<xref ref-type="bibr" rid="ref78">Thapa et al., 2021</xref>; <xref ref-type="bibr" rid="ref52">Miller et al., 1989</xref>).</p>
<p>Thus, in this study we aimed to characterize the immune and physiological response against MTBC and to screen for potential biomarkers related with the reactivity to TB diagnostic techniques. Specifically, we evaluated (i) the pattern expression of a panel of 15 key immune cytokines in plasma samples stimulated with PBS or PPDb, (ii) the APPs and OS response in serum samples and (iii) the CBC under field conditions in goats from a TB infected herd.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Animals and study design</title>
<p>The study was carried out in a dairy herd of mixed-breed goats located in Castilla La-Mancha (central region of Spain) in the framework of the regional mandatory cTB eradication program (DOCM 2023/617). Six months before the study, the herd was confirmed to be infected by bacteriological culture (<italic>M. bovis;</italic> SB2232) and had an apparent prevalence of 20.8% based on routine CITT testing. A total of ninety goats (<italic>n</italic>&#x202F;=&#x202F;90) were randomly selected and enrolled in the study. At day 0, all goats were subjected to SITT, IGRA and serum samples were collected for APPs (Hp and SAA) and OS (TAS and MDA) determination. Also at this day, whole blood samples from forty-four randomly selected goats were obtained for CBC and plasma cytokines/chemokines collected for the IGRA were quantified from nineteen goats randomly selected. Sample size was determined by logistical constraints and by the total of analyses per commercial kit.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Single intradermal tuberculin test</title>
<p>SITT involved the intradermal inoculation of 0.1&#x202F;mL of PPDb (CZ Vaccines, Porri&#x00F1;o, Spain) on the left side of the neck using a Dermojet syringe (Akra Dermojet, Pau, France). An animal was classified as reactor if the skin fold thickness increased by &#x2265; 4&#x202F;mm and/or if clinical signs such as oedema, pain, exudation, or necrosis were observed. SITT was conducted in accordance with Regulation EU 2016/429, Commission Delegated Regulation EU 2020/688, Spanish Royal Decree 2611/1996, and the standard operating procedures (SOPs) of the European Union Reference Laboratory (EU-RL) for bTB for intradermal tuberculin testing in caprine animals (SOP/002/EURL).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Whole blood stimulation and interferon gamma release assay</title>
<p>Blood samples were collected by venipuncture using evacuated tubes with lithium heparin (BD Vacutainer Becton, Dickinson and Company, Franklin Lakes, United States). Then, blood samples were stimulated in the laboratory with PBS (as a non-stimulating control) and PPDb and PPDa (CZ Vaccines, Porri&#x00F1;o, Spain) at a final concentration of 20&#x202F;&#x03BC;g/mL in order to evaluate IFN-&#x03B3; production (SOP/004/EURL). Afterwards, plasma was obtained and IFN-&#x03B3; production was measured using a commercial IGRA kit (Bovigam TB, ThermoFisher Scientific, Waltham, United States) according to the manufacturer&#x2019;s instructions (<xref ref-type="bibr" rid="ref34">Gomez-Buendia et al., 2023b</xref>). Briefly, an animal was considered as IGRA-reactor if the optical density (OD) of a sample stimulated with PPDb minus the OD of PBS was greater than 0.1 and greater than the OD of the sample stimulated with PPDa.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>MILLIPLEX<sup>&#x00AE;</sup> bovine cytokine/chemokine magnetic bead panel 1</title>
<p>A 15-plex Luminex-based cytokine/chemokine panel was applied to plasma samples collected at day 0 of the study and stimulated with PBS or PPDb. Levels of IFN-&#x03B3;, IL-1&#x03B1;, IL-1&#x03B2;, IL-4, IL-6, IL-8, IL-10, IL-17A, IL-36RA, IP-10, MCP-1, MIP-1&#x03B1; MIP-1&#x03B2;, TNF-&#x03B1; and VEGF-A were measured using a bovine multiplex assay kit (MILLIPLEX<sup>&#x00AE;</sup> Bovine Cytokine/Chemokine Magnetic Bead Panel 1, 96-Well Plate Assay, Merck Millipore, United Kingdom) according to manufacturer&#x2019;s instructions. Briefly, plasma samples were centrifuged at 10,000 g for 5&#x202F;min and diluted 1:2 in the buffer provided in the kit. Twenty-five &#x03BC;L of each mix (plasma from whole blood stimulated with PBS or PPDb and buffer) was then analyzed in duplicate on Bio-Plex 200 System (Bio-Rad, Hercules, CA, United States). Then, levels of each cytokine were calculated by the mean of the two analyses, multiplied by the dilution factor and expressed in pg/mL.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Acute phase proteins</title>
<p>Blood samples were collected by venipuncture using evacuated tubes with no additives (BD Vacutainer Becton, Dickinson and Company, Franklin Lakes, United States). The samples were then centrifuged at 1,500&#x202F;g for 10&#x202F;min to obtain serum, which was stored at &#x2212;80&#x202F;&#x00B0;C until analysis. Serum concentrations of Hp (mg/mL) in undiluted samples were quantified using a commercial kit (PHASE Haptoblogin Assay, Tridelta, Maynooth, Ireland). The Hp assay is based on a colorimetric method that detects the peroxidase activity of the haptoglobin-hemoglobin complex. SAA concentration (mg/L) was measured using a sandwich-type ELISA commercial kit (PHASE SAA Assay, Tridelta, Maynooth, Ireland) according to manufacturer&#x2019;s instructions but using a lower dilution (1:10) of samples.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Oxidative stress response</title>
<p>Serum TAS was determined using a TAS-liquid stable colorimetric kit (Fortress Diagnostics Limited, Belfast, United Kingdom) based on the ABTS assay. This methodology relies on the reaction between ABTS, a peroxidase (metmyoglobin) and hydrogen peroxide, resulting in a color change of the sample that is determined spectrophotometrically at 660&#x202F;nm. The suppression of color change is proportional to the concentration of antioxidants in the sample. Results were expressed in mmol Trolox Equivalent/L and indicates the amount of antioxidants in the sample relative to the Trolox standard (<xref ref-type="bibr" rid="ref62">Perez-Montero et al., 2024</xref>; <xref ref-type="bibr" rid="ref28">Erel, 2004</xref>). MDA was determined through a Thiobarbituric Acid Reactive Substances (TBARS) assay (Cayman Chemicals, United States). This method is based on the reaction between MDA and TBARS under high-temperatures and acid conditions, leading to the formation of an MDA-TBARS adduct. Then, the MDA-TBARS adduct is measured by spectrophotometry at 540&#x202F;nm. The concentration of MDA was calculated and expressed in micromolar (&#x03BC;M) units (<xref ref-type="bibr" rid="ref63">Perez-Montero et al., 2025</xref>; <xref ref-type="bibr" rid="ref1">Aguilar Diaz De Leon and Borges, 2020</xref>).</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Complete blood count</title>
<p>Blood samples were drawn from the jugular vein using evacuated tubes with K<sub>3</sub> EDTA (BD Vacutainer Becton, Dickinson and Company, Franklin Lakes, United States) and analyzed with an auto hematology analyzer (Dymind DH36, Dymind Biotechnology Co., Shenzhen, China). The following variables were determined: total white blood cell (WBC; x10<sup>3</sup>/&#x03BC;L), total (x10<sup>3</sup>/&#x03BC;L) and percentage (%) of lymphocytes (Lym), granulocytes (Gran) and mid-range cells (Mid), total red blood cell count (RBC; x10<sup>6</sup>/&#x03BC;L), packed cell volume (PCV; %), hemoglobin concentration (HGB; g/dL), mean cell volume (MCV; fL), mean cell hemoglobin (MCH; pg), mean corpuscular hemoglobin concentration (MCHC; g/dL), standard deviation and coefficient of variation of red cell distribution width (RDW-SD and RDW-CV, respectively), total platelets (PLT; 10<sup>3</sup>/&#x03BC;L), mean platelet volume (MPV; fL), platelet distribution width (PDW) and plateletcrit (PCT; %).</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Statistical analysis</title>
<p>Goats were divided into two groups according to their reactivity to the TB diagnostic tests: reactor goats (with a positive result to SITT or IGRA and considered infected) and non-reactors (<xref ref-type="table" rid="tab1">Table 1</xref>). Quantitative differences in the levels of plasma cytokines in samples stimulated with PBS vs. PPDb (reagent effect) within non-reactor and reactor groups were assessed using a Wilcoxon-signed rank test. Quantitative differences in the levels of the 15 cytokines in plasma stimulated with PBS or PPDb as well as the difference between them (&#x0394;-cytokine, calculated as the difference between the cytokine level after PPDb stimulation minus its paired PBS) in non-reactor vs. reactor goats (group effect) were evaluated using a Mann&#x2013;Whitney U test. For both comparisons, <italic>p</italic>-values were adjusted using the Bonferroni correction to control for multiple testing. Quantitative differences in the levels of Hp, SAA, MDA, TAS and CBC parameters between non-reactor and reactor goats were analyzed using the Mann&#x2013;Whitney U test. Spearman&#x2019;s rank correlation coefficient (r<sub>s</sub>) was used to assess the relationship between the following pairs of variables: (i) OD values of IFN-&#x03B3; from the Bovigam and plasma levels of this cytokine obtained with the MILLIPEX in samples stimulated with PBS or PPDb, (ii) the concentrations of plasma IFN-&#x03B3; and IP-10 in samples stimulated with PBS or PPDb as well as in &#x0394;-cytokine levels, (iii) the levels of baseline plasma pro-inflammatory cytokines (IL-1&#x03B2;, IL-6 and TNF-&#x03B1;) and serum APPs (Hp and SAA), (iv) the concentration of serum Hp and SAA and (v) the levels of serum TAS and MDA. Data visualization and statistical analyses were conducted using R Studio version 4.2.1 (<xref ref-type="bibr" rid="ref65">R Core Team, 2025</xref>) and results were interpreted using a significance threshold of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Techniques used and number and infection status of the goats tested in the study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Technique</th>
<th align="center" valign="top" colspan="2">Reactor<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th align="center" valign="top" colspan="2">Non-reactor<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></th>
<th align="center" valign="top">Total</th>
</tr>
<tr>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top">%</th>
<th align="center" valign="top"><italic>n</italic></th>
<th align="center" valign="top">%</th>
<th align="center" valign="top"><italic>n</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">MILLIPLEX<sup>&#x00AE;</sup> bovine cytokine/chemokine magnetic bead panel 1</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">52.6</td>
<td align="center" valign="top">9</td>
<td align="center" valign="top">47.4</td>
<td align="center" valign="top">19</td>
</tr>
<tr>
<td align="left" valign="top">PHASE Hp assay</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">37.8</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">62.2</td>
<td align="center" valign="top">90</td>
</tr>
<tr>
<td align="left" valign="top">PHASE SAA assay</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">37.8</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">62.2</td>
<td align="center" valign="top">90</td>
</tr>
<tr>
<td align="left" valign="top">TAS kit</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">37.8</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">62.2</td>
<td align="center" valign="top">90</td>
</tr>
<tr>
<td align="left" valign="top">TBARS assay kit</td>
<td align="center" valign="top">34</td>
<td align="center" valign="top">37.8</td>
<td align="center" valign="top">56</td>
<td align="center" valign="top">62.2</td>
<td align="center" valign="top">90</td>
</tr>
<tr>
<td align="left" valign="top">CBC</td>
<td align="center" valign="top">21</td>
<td align="center" valign="top">47.8</td>
<td align="center" valign="top">23</td>
<td align="center" valign="top">52.2</td>
<td align="center" valign="top">44</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Goats with a positive result to single intradermal tuberculin test or IFN-&#x03B3; release assay.</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p>Goats with a negative result to single intradermal tuberculin test and IFN-&#x03B3; release assay.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="results" id="sec11">
<label>3</label>
<title>Results</title>
<p>Of the fifteen cytokines evaluated using the Luminex-based panel, significant differences in plasma levels in whole blood samples stimulated with PPDb compared to PBS (reagent effect) in reactor goats were found for the IFN-&#x03B3;, IL-1&#x03B1;, IL-6, IL-8, IL-10, MIP-1&#x03B1;, IL-36RA, IP-10 and VEGF-A (<xref ref-type="table" rid="tab2">Table 2</xref>). However, only plasma levels of IFN-&#x03B3; [<italic>p&#x202F;=</italic> 0.0019; median difference (MD)&#x202F;=&#x202F;45.1] and IP-10 (<italic>p</italic>&#x202F;=&#x202F;0.0005; MD&#x202F;=&#x202F;614.7) after PPDb stimulation in reactor goats were significantly higher than those found in the non-reactors (group effect). When considering the difference PPDb-PBS, significant differences in the levels of &#x0394;-IFN-&#x03B3; (<italic>p</italic>&#x202F;=&#x202F;0.0006; MD&#x202F;=&#x202F;44.0), &#x0394;-IP-10 (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001; MD&#x202F;=&#x202F;458.8) and &#x0394;-IL-1&#x03B1; (<italic>p</italic>&#x202F;=&#x202F;0.022; MD&#x202F;=&#x202F;15.7) in reactor <italic>vs</italic>. non-reactors were found (<xref ref-type="table" rid="tab2">Table 2</xref>; <xref ref-type="fig" rid="fig1">Figures 1</xref>, <xref ref-type="fig" rid="fig2">2</xref>). In addition, levels of plasma IP-10 regardless the reagent used for whole blood stimulation, as well as &#x0394;-IP-10 concentrations, exceeded those respective of IFN-&#x03B3; and IL-1&#x03B1; in reactor goats (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>). A strong correlation (r<sub>s</sub>&#x202F;=&#x202F;0.73; <italic>p</italic>&#x202F;=&#x202F;0.0003) was observed between OD values of IFN-&#x03B3; from the Bovigam kit and IFN-&#x03B3; levels obtained with the MILLIPEX in plasma samples stimulated with PPDb, whereas no correlation (r<sub>s</sub>&#x202F;=&#x202F;0.38; <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) was observed between these variables in non-stimulated samples. Moreover, a strong correlation (r<sub>s</sub>&#x202F;=&#x202F;0.64; <italic>p</italic>&#x202F;=&#x202F;0.003) was observed between IFN-&#x03B3; and IP-10 baseline levels, while this relationship was stronger after PPDb stimulation (r<sub>s</sub>&#x202F;=&#x202F;0.80; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001) or when considering the &#x0394;-cytokine level (r<sub>s</sub>&#x202F;=&#x202F;0.76; <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Differences (<italic>p</italic>-values and median differences/MD) on cytokine levels between reactor (single intradermal tuberculin test/SITT or IFN-&#x03B3; release assay/IGRA positives; <italic>n</italic>&#x202F;=&#x202F;10) vs. non-reactor (SITT and IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;9) goats (group effect) or between reagents used for whole-blood stimulation (PPDb vs. PBS; reagent effect).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Cytokine<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></th>
<th align="center" valign="top" colspan="6">Group effect</th>
<th align="center" valign="top" colspan="4">Reagent effect</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">PBS</th>
<th align="center" valign="top" colspan="2">PPDb</th>
<th align="center" valign="top" colspan="2">&#x0394;-cytokine<xref ref-type="table-fn" rid="tfn3"><sup>a</sup></xref></th>
<th align="center" valign="top" colspan="2">Reactor</th>
<th align="center" valign="top" colspan="2">Non-reactor</th>
</tr>
<tr>
<th align="center" valign="top"><italic>p-</italic>value<xref ref-type="table-fn" rid="tfn4"><sup>b</sup></xref></th>
<th align="center" valign="top">MD</th>
<th align="center" valign="top"><italic>p-</italic>value<xref ref-type="table-fn" rid="tfn4"><sup>b</sup></xref></th>
<th align="center" valign="top">MD</th>
<th align="center" valign="top"><italic>p-</italic>value<xref ref-type="table-fn" rid="tfn4"><sup>b</sup></xref></th>
<th align="center" valign="top">MD</th>
<th align="center" valign="top"><italic>p-</italic>value<xref ref-type="table-fn" rid="tfn5"><sup>c</sup></xref></th>
<th align="center" valign="top">MD</th>
<th align="center" valign="top"><italic>p-</italic>value<xref ref-type="table-fn" rid="tfn5"><sup>c</sup></xref></th>
<th align="center" valign="top">MD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">IFN-&#x03B3;</td>
<td align="center" valign="middle">0.053</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle"><bold>0.0019</bold></td>
<td align="center" valign="middle">45.1</td>
<td align="center" valign="middle"><bold>0.0006</bold></td>
<td align="center" valign="middle">44.0</td>
<td align="center" valign="middle"><bold>0.018</bold></td>
<td align="center" valign="top">44.9</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">0.0</td>
</tr>
<tr>
<td align="left" valign="middle">IL-1&#x03B1;</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">4.9</td>
<td align="center" valign="middle">0.18</td>
<td align="center" valign="middle">28.2</td>
<td align="center" valign="middle"><bold>0.022</bold></td>
<td align="center" valign="middle">15.7</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">31.7</td>
<td align="center" valign="middle">0.8</td>
<td align="center" valign="top">8.5</td>
</tr>
<tr>
<td align="left" valign="middle">IL-1&#x03B2;</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">0.0</td>
</tr>
<tr>
<td align="left" valign="middle">IL-4</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1.3</td>
<td align="center" valign="middle">0.8</td>
<td align="center" valign="middle">&#x2212;6.8</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">&#x2212;4.6</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">&#x2212;2.1</td>
<td align="center" valign="middle">0.8</td>
<td align="center" valign="top">3.3</td>
</tr>
<tr>
<td align="left" valign="middle">IL-6</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;5.3</td>
<td align="center" valign="middle">0.4</td>
<td align="center" valign="middle">55.4</td>
<td align="center" valign="middle">0.13</td>
<td align="center" valign="middle">107.2</td>
<td align="center" valign="middle"><bold>0.007</bold></td>
<td align="center" valign="top">460.4</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="top">399.6</td>
</tr>
<tr>
<td align="left" valign="middle">IL-8</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;185.2</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">223.6</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">189.7</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">497.6</td>
<td align="center" valign="middle">0.16</td>
<td align="center" valign="top">88.6</td>
</tr>
<tr>
<td align="left" valign="middle">IL-10</td>
<td align="center" valign="middle">0.8</td>
<td align="center" valign="middle">23.4</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="middle">33.1</td>
<td align="center" valign="middle">0.18</td>
<td align="center" valign="middle">16.3</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">47.4</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="top">37.8</td>
</tr>
<tr>
<td align="left" valign="middle">IL-17A</td>
<td align="center" valign="middle">0.4</td>
<td align="center" valign="middle">&#x2212;0.3</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.09</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.072</td>
<td align="center" valign="top">0.3</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="top">0.1</td>
</tr>
<tr>
<td align="left" valign="middle">MIP-1&#x03B1;</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;206.2</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">120.2</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="middle">126.6</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">474.1</td>
<td align="center" valign="middle"><bold>0.015</bold></td>
<td align="center" valign="top">147.7</td>
</tr>
<tr>
<td align="left" valign="middle">IL-36RA</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">10.1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">7.4</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="middle">&#x2212;7.0</td>
<td align="center" valign="middle"><bold>0.011</bold></td>
<td align="center" valign="top">&#x2212;20.0</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="top">&#x2212;17.3</td>
</tr>
<tr>
<td align="left" valign="middle">IP-10</td>
<td align="center" valign="middle">0.18</td>
<td align="center" valign="middle">232.9</td>
<td align="center" valign="middle"><bold>0.0005</bold></td>
<td align="center" valign="middle">614.7</td>
<td align="center" valign="middle"><bold>&#x003C;0.0001</bold></td>
<td align="center" valign="middle">458.8</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">354.4</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="top">&#x2212;27.3</td>
</tr>
<tr>
<td align="left" valign="middle">MCP-1</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">3.7</td>
<td align="center" valign="middle">0.18</td>
<td align="center" valign="middle">51.7</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">21.9</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="top">28.8</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">&#x2212;26.7</td>
</tr>
<tr>
<td align="left" valign="middle">MIP-1&#x03B2;</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="middle">0.0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">0.0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">0.0</td>
</tr>
<tr>
<td align="left" valign="middle">TNF-&#x03B1;</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">1095.4</td>
<td align="center" valign="middle">0.6</td>
<td align="center" valign="middle">961.5</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">&#x2212;57.4</td>
<td align="center" valign="middle">0.9</td>
<td align="center" valign="top">&#x2212;124.6</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="top">9.2</td>
</tr>
<tr>
<td align="left" valign="middle">VEGF-A</td>
<td align="center" valign="middle">0.5</td>
<td align="center" valign="middle">&#x2212;34.5</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">&#x2212;111.2</td>
<td align="center" valign="middle">0.053</td>
<td align="center" valign="middle">&#x2212;20.4</td>
<td align="center" valign="middle"><bold>0.003</bold></td>
<td align="center" valign="top">&#x2212;76.0</td>
<td align="center" valign="middle"><bold>0.023</bold></td>
<td align="center" valign="top">0.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>p</italic>-values &#x003C;0.05 are marked in bold.</p>
<fn id="tfn3">
<label>a</label>
<p>&#x0394;-cytokine was calculated as the difference between the cytokine level under PPDb stimulation and its paired PBS baseline.</p>
</fn>
<fn id="tfn4">
<label>b</label>
<p>Mann&#x2013;Whitney U test.</p>
</fn>
<fn id="tfn5">
<label>c</label>
<p>Wilcoxon-signed rank test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>&#x0394;-IFN-&#x03B3;, &#x0394;-IL-1&#x03B1;, and &#x0394;-IP-10 plasma levels (pg/mL) in non-reactor (single intradermal tuberculin test/SITT and IFN-&#x03B3; release assay/IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;9) and reactor goats (SITT or IGRA positives; <italic>n</italic>&#x202F;=&#x202F;10). Solid line represents the median and dashed lines represent the 25th (lower) and 75th (upper) percentiles.</p>
</caption>
<graphic xlink:href="fmicb-17-1765857-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three scatter plots compare changes in IFN-gamma, IL 1-alpha, and IP-10 levels between non reactors and reactors. Individual values and central tendency bars are shown. Reactors display higher increases in all three cytokines compared with non reactors. Differences are statistically significant for each marker.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Distribution of baseline, PPDb-stimulated and &#x0394;-IP-10 plasma levels (pg/mL) in non-reactor (single intradermal tuberculin test/SITT and IFN-&#x03B3; release assay/IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;9) and reactor goats (SITT or IGRA positives; <italic>n</italic>&#x202F;=&#x202F;10). Solid line represents the median and dashed lines represent the 25th (lower) and 75th (upper) percentiles.</p>
</caption>
<graphic xlink:href="fmicb-17-1765857-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Scatter plots showing IP-10 concentrations in non reactors and reactors under PBS, PPDb and  &#x0394;-IP-10 conditions. Individual values, central tendency bars and statistical significance are displayed.</alt-text>
</graphic>
</fig>
<p>Regarding APPs determination, no significant differences were observed in Hp (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05; MD&#x202F;=&#x202F;0.04) and SAA (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05; MD&#x202F;=&#x202F;0.3) levels between reactor and non-reactor goats (<xref ref-type="table" rid="tab3">Table 3</xref>; <xref ref-type="fig" rid="fig3">Figure 3</xref>). In addition, no correlation (r<sub>s</sub>&#x202F;=&#x202F;0.18; <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) was observed between serum Hp and SAA levels. Moreover, the correlation between the baseline plasma levels of proinflammatory cytokines (IL-1&#x03B2;, IL-6 and TNF-&#x03B1;) and those of serum APPs (Hp and SAA) ranged from weak to null for all comparisons. Regarding the OS response, a significantly higher serum TAS (<italic>p</italic>&#x202F;=&#x202F;0.014; MD&#x202F;=&#x202F;0.1) was found in reactor goats compared to non-reactor, while no significant differences (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05; MD&#x202F;=&#x202F;&#x2212;6.4) were observed for serum MDA (<xref ref-type="table" rid="tab3">Table 3</xref>; <xref ref-type="fig" rid="fig3">Figure 3</xref>). Furthermore, no correlation (r<sub>s</sub>&#x202F;=&#x202F;0.10; <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) was observed between serum TAS and MDA.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Median and interquartile range (IQR) of haptoglobin (Hp), serum amyloid A (SAA), total antioxidant status (TAS) and malondialdehyde (MDA) concentrations in reactor (single intradermal tuberculin test/SITT or IFN-&#x03B3; release assay/IGRA positives; <italic>n</italic>&#x202F;=&#x202F;34) and non-reactor goats (SITT and IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;56), median differences (MD) and statistical differences between them.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Marker</th>
<th align="center" valign="top" colspan="2">Reactor</th>
<th align="center" valign="top" colspan="2">Non-reactor</th>
<th align="center" valign="top" rowspan="2">MD</th>
<th align="center" valign="top">Mann&#x2013;Whitney U test</th>
</tr>
<tr>
<th align="center" valign="top">Median</th>
<th align="center" valign="top">IQR</th>
<th align="center" valign="top">Median</th>
<th align="center" valign="top">IQR</th>
<th align="center" valign="top">(<italic>p</italic>-value)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Hp (mg/mL)</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">0.1&#x2013;0.2</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">0.1&#x2013;0.2</td>
<td align="center" valign="top">0.04</td>
<td align="center" valign="top">0.1</td>
</tr>
<tr>
<td align="left" valign="middle">SAA (mg/L)</td>
<td align="center" valign="middle">0.5</td>
<td align="center" valign="middle">0.09&#x2013;7.5</td>
<td align="center" valign="middle">0.1</td>
<td align="center" valign="middle">0.01&#x2013;2.2</td>
<td align="center" valign="top">0.3</td>
<td align="center" valign="top">0.067</td>
</tr>
<tr>
<td align="left" valign="middle">TAS (mmol/L)</td>
<td align="center" valign="middle">1.2</td>
<td align="center" valign="middle">1.1&#x2013;1.3</td>
<td align="center" valign="middle">1.1</td>
<td align="center" valign="middle">0.9&#x2013;1.2</td>
<td align="center" valign="top">0.1</td>
<td align="center" valign="top"><bold>0.014</bold></td>
</tr>
<tr>
<td align="left" valign="middle">MDA (uM)</td>
<td align="center" valign="middle">15.9</td>
<td align="center" valign="middle">0.0&#x2013;43.8</td>
<td align="center" valign="middle">22.3</td>
<td align="center" valign="middle">0.00&#x2013;52.7</td>
<td align="center" valign="top">&#x2212;6.4</td>
<td align="center" valign="top">0.2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>p</italic>-values &#x003C;0.05 are marked in bold.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Serum levels of haptoglobin (Hp; mg/mL), serum amyloid-A (SAA; mg/L), total antioxidant status (TAS; mmol/L), and malondialdehyde (MDA; &#x03BC;M) in non-reactor (single intradermal tuberculin test/SITT and IFN-&#x03B3; release assay/IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;56) and reactor goats (SITT or IGRA positives; <italic>n</italic>&#x202F;=&#x202F;34). Solid line represents the median and dashed lines represents the 25th (lower) and 75th (upper) percentiles.</p>
</caption>
<graphic xlink:href="fmicb-17-1765857-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Four grouped scatter plots compare Hp, SAA, TAS, and MDA concentrations in non-reactor and reactor groups, showing individual data points, means, and p-values. Only TAS displays a statistically significant difference with p = 0.014.</alt-text>
</graphic>
</fig>
<p>CBC results are shown in <xref ref-type="table" rid="tab4">Table 4</xref>. No significant differences were found between non-reactor and reactor goats for any of the hematological parameters except for the percentage of mid-range cells (Mid%), which was significantly lower (<italic>p</italic>&#x202F;=&#x202F;0.021; MD&#x202F;=&#x202F;&#x2212;1.4) in reactor goats compared to non-reactors.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Results of complete blood counts (CBC) in reactor (single intradermal tuberculin test/SITT or IFN-&#x03B3; release assay/IGRA positives; <italic>n</italic>&#x202F;=&#x202F;21) and non-reactor goats (SITT and IGRA negatives; <italic>n</italic>&#x202F;=&#x202F;23) expressed as median and interquartile range (IQR), median differences (MD) and statistical differences between them.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Parameter</th>
<th align="center" valign="top" colspan="2">Reactor</th>
<th align="center" valign="top" colspan="2">Non-reactor</th>
<th align="center" valign="top" rowspan="2">MD</th>
<th align="center" valign="top">Mann&#x2013;Whitney U test</th>
</tr>
<tr>
<th align="center" valign="top">Median</th>
<th align="center" valign="top">IQR</th>
<th align="center" valign="top">Median</th>
<th align="center" valign="top">IQR</th>
<th align="center" valign="top">(<italic>p</italic>-value)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">WBC (&#x00D7;10<sup>3</sup>/ul)</td>
<td align="center" valign="top">16.4</td>
<td align="center" valign="top">13.7&#x2013;18.1</td>
<td align="center" valign="top">16.0</td>
<td align="center" valign="middle">13.2&#x2013;18.6</td>
<td align="center" valign="middle">0.3</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="middle">Lym (&#x00D7;10<sup>3</sup>/ul l)</td>
<td align="center" valign="top">6.0</td>
<td align="center" valign="top">5.4&#x2013;7.0</td>
<td align="center" valign="top">6.5</td>
<td align="center" valign="top">5.1&#x2013;7.1</td>
<td align="center" valign="middle">&#x2212;0.5</td>
<td align="center" valign="top">0.9</td>
</tr>
<tr>
<td align="left" valign="middle">Gran (&#x00D7;10<sup>3</sup>/ul)</td>
<td align="center" valign="top">8.2</td>
<td align="center" valign="top">6.4&#x2013;10.0</td>
<td align="center" valign="top">8.3</td>
<td align="center" valign="top">6.3&#x2013;9.8</td>
<td align="center" valign="middle">&#x2212;0.09</td>
<td align="center" valign="top">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">Mid (&#x00D7;10<sup>3</sup>/ul)</td>
<td align="center" valign="top">1.3</td>
<td align="center" valign="top">1.1&#x2013;1.4</td>
<td align="center" valign="top">1.6</td>
<td align="center" valign="top">1.2&#x2013;1.8</td>
<td align="center" valign="middle">&#x2212;0.2</td>
<td align="center" valign="top">0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Lym (%)</td>
<td align="center" valign="top">38.9</td>
<td align="center" valign="top">31.4&#x2013;49.5</td>
<td align="center" valign="top">40.5</td>
<td align="center" valign="top">32.0&#x2013;43.2</td>
<td align="center" valign="middle">&#x2212;1.6</td>
<td align="center" valign="top">0.6</td>
</tr>
<tr>
<td align="left" valign="middle">Gran (%)</td>
<td align="center" valign="top">49.8</td>
<td align="center" valign="top">42.9&#x2013;59.7</td>
<td align="center" valign="top">50.9</td>
<td align="center" valign="top">47.1&#x2013;58.5</td>
<td align="center" valign="middle">&#x2212;1.1</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="middle">Mid (%)</td>
<td align="center" valign="top">8.3</td>
<td align="center" valign="top">7.7&#x2013;9.0</td>
<td align="center" valign="top">9.7</td>
<td align="center" valign="top">8.2&#x2013;10.6</td>
<td align="center" valign="middle">&#x2212;1.4</td>
<td align="center" valign="top"><bold>0.021</bold></td>
</tr>
<tr>
<td align="left" valign="middle">RBC (&#x00D7;10<sup>6</sup>/ul)</td>
<td align="center" valign="top">10.3</td>
<td align="center" valign="top">9.9&#x2013;11.1</td>
<td align="center" valign="top">10.6</td>
<td align="center" valign="middle">10.0&#x2013;11.5</td>
<td align="center" valign="middle">&#x2212;0.3</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="middle">PCV (%)</td>
<td align="center" valign="top">20.9</td>
<td align="center" valign="top">18.5&#x2013;22.2</td>
<td align="center" valign="middle">21.9</td>
<td align="center" valign="middle">18.5&#x2013;22.4</td>
<td align="center" valign="middle">&#x2212;1.0</td>
<td align="center" valign="top">0.6</td>
</tr>
<tr>
<td align="left" valign="middle">HGB (g/dL)</td>
<td align="center" valign="top">9.8</td>
<td align="center" valign="top">9.0&#x2013;10.5</td>
<td align="center" valign="middle">9.9</td>
<td align="center" valign="middle">8.9&#x2013;10.4</td>
<td align="center" valign="middle">&#x2212;0.1</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="middle">MCV (fL)</td>
<td align="center" valign="top">19.4</td>
<td align="center" valign="top">18.8&#x2013;21.0</td>
<td align="center" valign="top">19.3</td>
<td align="center" valign="top">18.1&#x2013;20.4</td>
<td align="center" valign="middle">0.1</td>
<td align="center" valign="top">0.4</td>
</tr>
<tr>
<td align="left" valign="middle">MCH (pg)</td>
<td align="center" valign="top">9.1</td>
<td align="center" valign="top">8.9&#x2013;9.7</td>
<td align="center" valign="top">9.3</td>
<td align="center" valign="top">9.0&#x2013;9.5</td>
<td align="center" valign="middle">&#x2212;0.2</td>
<td align="center" valign="top">0.5</td>
</tr>
<tr>
<td align="left" valign="middle">MCHC (g/dL)</td>
<td align="center" valign="top">48.3</td>
<td align="center" valign="top">41.7&#x2013;51.2</td>
<td align="center" valign="top">46.9</td>
<td align="center" valign="top">44.2&#x2013;52.0</td>
<td align="center" valign="middle">1.4</td>
<td align="center" valign="top">0.3</td>
</tr>
<tr>
<td align="left" valign="middle">RDW-CV</td>
<td align="center" valign="top">30.9</td>
<td align="center" valign="top">29.0&#x2013;33.4</td>
<td align="center" valign="top">30.8</td>
<td align="center" valign="top">27.5&#x2013;33.0</td>
<td align="center" valign="middle">0.1</td>
<td align="center" valign="top">0.7</td>
</tr>
<tr>
<td align="left" valign="middle">RDW-SD</td>
<td align="center" valign="top">21.9</td>
<td align="center" valign="top">18&#x2013;22.7</td>
<td align="center" valign="top">19.8</td>
<td align="center" valign="top">17.8&#x2013;23.1</td>
<td align="center" valign="middle">2.1</td>
<td align="center" valign="top">0.3</td>
</tr>
<tr>
<td align="left" valign="middle">PLT (&#x00D7;10<sup>3</sup>/ul)</td>
<td align="center" valign="top">51.0</td>
<td align="center" valign="top">28.0&#x2013;74.0</td>
<td align="center" valign="top">75.0</td>
<td align="center" valign="top">34.5&#x2013;148.5</td>
<td align="center" valign="middle">&#x2212;24.0</td>
<td align="center" valign="top">0.1</td>
</tr>
<tr>
<td align="left" valign="middle">MPV (fL)</td>
<td align="center" valign="top">3.6</td>
<td align="center" valign="top">3.5&#x2013;3.7</td>
<td align="center" valign="top">3.6</td>
<td align="center" valign="top">3.5&#x2013;3.6</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="top">0.1</td>
</tr>
<tr>
<td align="left" valign="middle">PDW</td>
<td align="center" valign="top">3.0</td>
<td align="center" valign="top">2.4&#x2013;3.0</td>
<td align="center" valign="top">3.0</td>
<td align="center" valign="top">3.0&#x2013;3.0</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="top">0.2</td>
</tr>
<tr>
<td align="left" valign="middle">PCT (%)</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.01&#x2013;0.02</td>
<td align="center" valign="top">0.02</td>
<td align="center" valign="top">0.01&#x2013;0.05</td>
<td align="center" valign="middle">0.00</td>
<td align="center" valign="top">0.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>p</italic>-values &#x003C;0.05 are marked in bold.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec sec-type="discussion" id="sec12">
<label>4</label>
<title>Discussion</title>
<p>An in-depth characterization of the immune response against MTBC infection in goats is crucial for improving diagnosis of TB and thus optimize control strategies. The existing limitations of current techniques, such as the intradermal tests, can result in misdiagnosis of both infected and non-infected animals and contribute to TB persistence (<xref ref-type="bibr" rid="ref13">Bezos et al., 2014b</xref>, <xref ref-type="bibr" rid="ref11">2012b</xref>; <xref ref-type="bibr" rid="ref37">Gortazar et al., 2005</xref>; <xref ref-type="bibr" rid="ref4">Alvarez et al., 2008</xref>). In this sense, the identification of specific biomarkers may enhance diagnostic accuracy, provide insights into host-pathogen interactions and contribute to the development of novel diagnostic tools.</p>
<p>In our study, levels of plasma IFN-&#x03B3;, IL-1&#x03B1;, IL-6, IL-8, IL-10, MIP-1&#x03B1;, IL-36RA, IP-10 and VEGF-A in reactor goats varied significantly when whole blood samples were stimulated with PPDb compared to controls (PBS). However, in PPDb-stimulated samples only IFN-&#x03B3; and IP-10 levels were significantly higher in reactor vs. non-reactor goats. These findings indicate a differential expression of IFN-&#x03B3; and IP-10 in reactor goats to TB tests. The usefulness of IFN-&#x03B3;-based assays has been well demonstrated in the past, and led to the implementation of the IGRA as an official technique aimed at maximizing the detection of TB infected animals in bTB eradication programs within the European Union (<xref ref-type="bibr" rid="ref25">EFSA Panel on Animal Health and Welfare (AHAW), 2012</xref>; <xref ref-type="bibr" rid="ref84">Wood and Jones, 2001</xref>; <xref ref-type="bibr" rid="ref46">Li&#x00E9;bana et al., 1998</xref>). In goats, IGRAs are also a more sensitive technique than the intradermal tests (<xref ref-type="bibr" rid="ref66">Roy et al., 2020</xref>), although its use for routine diagnosis of cTB has not been implemented yet (<xref ref-type="bibr" rid="ref53">Ministerio de Agricultura, Pesca y Alimentaci&#x00F3;n, 2024</xref>). In our study, a strong correlation was observed between IGRA results (OD) and the levels of IFN-&#x03B3; in plasma samples stimulated with PPDb. In contrast, in a study from <xref ref-type="bibr" rid="ref55">Ortega et al. (2022)</xref>, a weak correlation was observed between OD values of IFN-&#x03B3; in PPDb-stimulated plasma and the serum levels of this cytokine in samples collected 3&#x202F;days after an intradermal injection of PPDb. Despite PPDb intradermal inoculation could boost IFN-&#x03B3; responses, this effect has been mainly described under experimental infection settings (<xref ref-type="bibr" rid="ref41">Jones et al., 2017</xref>; <xref ref-type="bibr" rid="ref68">Schiller et al., 2010</xref>) and discrepancies between studies may be due to the effect of <italic>in vitro</italic> lymphocyte stimulation by PPDb.</p>
<p>Our results also suggest IP-10 could have potential as a biomarker of infection in goats. IP-10, a chemokine strongly induced by IFN-&#x03B3;, is crucial in delayed-type hypersensitivity responses to mycobacterial antigens (<xref ref-type="bibr" rid="ref43">Kaplan et al., 1987</xref>). IP-10-based assays seems to perform similar to IFN-&#x03B3;-based in cattle (<xref ref-type="bibr" rid="ref16">Coad et al., 2019</xref>). In goats, <xref ref-type="bibr" rid="ref17">Cooke et al. (2023)</xref> observed that the performance of an in-house bovine IP-10-based ELISA using plasma stimulated with mycobacterial specific antigens (ESAT-6 and CFP-10) in goats was very similar to IGRA in terms of sensitivity and specificity, though no information was available regarding the IP-10 production in PPDb-stimulated plasma. In our study, PPDb-IP-10 and &#x0394;-IP-10 levels were significantly higher in reactor goats compared to non-reactors, which may indicate a relationship between IP-10 and the reactivity to TB diagnostic techniques, probably due to an infection-dependent release. Furthermore, a very strong correlation was found in our study between the levels of IP-10 and IFN-&#x03B3; in plasma samples after PPDb stimulation or when considering the difference PPDb-PBS, as previously described in cattle (<xref ref-type="bibr" rid="ref59">Parsons et al., 2016</xref>; <xref ref-type="bibr" rid="ref45">Li et al., 2022</xref>). Recent studies in TB infected cattle (<xref ref-type="bibr" rid="ref59">Parsons et al., 2016</xref>; <xref ref-type="bibr" rid="ref45">Li et al., 2022</xref>; <xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>) and African buffalo (<xref ref-type="bibr" rid="ref74">Smith et al., 2021a</xref>; <xref ref-type="bibr" rid="ref36">Goosen et al., 2015</xref>) have shown high levels of IP-10 expression after PPDb stimulation of whole blood samples, sometimes also exceeding those levels of IFN-&#x03B3;. In our study the IP-10 levels in plasma samples after PPDb stimulation exceeded those of IFN-&#x03B3;. This could be related to the high baseline levels of IP-10 that may be spontaneously induced by interferons and proinflammatory cytokines (<xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>; <xref ref-type="bibr" rid="ref59">Parsons et al., 2016</xref>; <xref ref-type="bibr" rid="ref82">Waters et al., 2012</xref>). Therefore, measurement of &#x0394;-IP-10 would be a preferred indicator of infection and, in fact, these levels in reactor goats were higher than in non-reactor for all cases in our study. However, a limitation of the present study is the absence of post-mortem results to enable more definitive interpretation of the results, though the sensitivity of these tests are not perfect as well (<xref ref-type="bibr" rid="ref33">Gomez-Buendia et al., 2023a</xref>; <xref ref-type="bibr" rid="ref40">Jim&#x00E9;nez-Mart&#x00ED;n et al., 2025</xref>).</p>
<p>Moreover, although IL-1&#x03B1; plasma levels in samples stimulated with PPDb in reactor goats did not significantly exceed those found in non-reactors, significant differences were observed in the level of &#x0394;-IL-1&#x03B1;. IL-1&#x03B1; is a pro-inflammatory cytokine released at the early stages of infection aimed at enhancing the release of several chemokines and inflammation process (<xref ref-type="bibr" rid="ref49">Mantovani et al., 2019</xref>). Our results are consistent with a study from <xref ref-type="bibr" rid="ref31">Franzoni et al. (2024)</xref>, in which higher levels of &#x0394;-IL-1&#x03B1; were detected in IGRA-reactor water buffalo compared to non-reactor. In addition, <xref ref-type="bibr" rid="ref74">Smith et al. (2021a)</xref>, observed no differences in the level of IL-1&#x03B1; in plasma stimulated with ESAT-6/CFP-10 compared to non-stimulated in African buffalo infected with <italic>M. bovis</italic>, though differences with non-infected buffalo could not be evaluated since an uninfected group was not included in the study. Although no differences in the levels of IL-1&#x03B1; between reactor vs. non-reactor goats were observed in PBS or PPDb-stimulated plasma, the differences found between these groups in &#x0394;-IL-1&#x03B1; levels suggest its potential as biomarker of cTB infection. Furthermore, other studies in cattle and buffalo have found a significant increase in the expression of IL-1&#x03B2; (<xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>; <xref ref-type="bibr" rid="ref27">Elnaggar et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Jones et al., 2010</xref>), IL-4 (<xref ref-type="bibr" rid="ref77">Thacker et al., 2007</xref>), IL-8 (<xref ref-type="bibr" rid="ref15">Blanco et al., 2009</xref>), IL-10 (<xref ref-type="bibr" rid="ref83">Widdison et al., 2006</xref>) or IL-17A (<xref ref-type="bibr" rid="ref74">Smith et al., 2021a</xref>; <xref ref-type="bibr" rid="ref31">Franzoni et al., 2024</xref>; <xref ref-type="bibr" rid="ref51">Mensikova et al., 2013</xref>) in bTB infected animals compared to uninfected. In contrast, no differences were found here regardless of the reactivity status to TB techniques. Variability among studies may be due to a different role of these cytokines in cTB infected animals (<xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>) or to relatively small sample size here, although it was comparable to previous studies (<xref ref-type="bibr" rid="ref58">Palmer et al., 2020</xref>; <xref ref-type="bibr" rid="ref74">Smith et al., 2021a</xref>; <xref ref-type="bibr" rid="ref31">Franzoni et al., 2024</xref>; <xref ref-type="bibr" rid="ref76">Steinbach et al., 2021</xref>). In this sense, despite we observed almost significant differences in the level of &#x0394;-VEGF-A in reactor vs. non-reactor goats, more work needs to be done to understand the role of this cytokine in cTB.</p>
<p>APPs are blood proteins produced in animals subjected to internal or external challenges (<xref ref-type="bibr" rid="ref67">Saco and Bassols, 2023</xref>; <xref ref-type="bibr" rid="ref24">Eckersall and Bell, 2010</xref>) and provide valuable diagnostic information as regards diagnosis and monitoring of different infectious diseases (<xref ref-type="bibr" rid="ref54">Murata et al., 2004</xref>; <xref ref-type="bibr" rid="ref64">Petersen et al., 2004</xref>; <xref ref-type="bibr" rid="ref26">El-Deeb et al., 2019</xref>), including TB (<xref ref-type="bibr" rid="ref44">Kumar et al., 2021</xref>). In this context, increased serum Hp levels and systemic AA-amyloidosis (resulting from SAA deposits) associated with TB have been reported in wildlife species (<xref ref-type="bibr" rid="ref81">Vicente et al., 2019</xref>; <xref ref-type="bibr" rid="ref70">Segal&#x00E9;s et al., 2005</xref>). In our study, the reactivity to TB diagnostic tests do not appear to be associated with Hp and SAA levels since no differences were found between reactor and non-reactor goats. However, it is known that APPs are highly sensitive, non-specific indicator of inflammation (<xref ref-type="bibr" rid="ref23">Eckersall, 2008</xref>; <xref ref-type="bibr" rid="ref20">Didkowska et al., 2025</xref>). In this sense, goats from our study may be affected by other metabolic or infectious diseases, precluding differences in APPs levels between groups been observed. Therefore, usefulness of APPs for diagnosis of cTB would be limited.</p>
<p>OS is represents a key defense mechanisms of macrophages against mycobacterial multiplication, although it may also cause host-tissue damage as a side effect (<xref ref-type="bibr" rid="ref73">Shastri et al., 2018</xref>; <xref ref-type="bibr" rid="ref80">Verma et al., 2014</xref>). In experimental conditions, infection of guinea pigs with <italic>Mycobacterium tuberculosis</italic> resulted in a decrease in serum antioxidant capacity (TAS) due to depletion of antioxidant agents and an increase in lipid peroxidation (MDA) (<xref ref-type="bibr" rid="ref56">Palanisamy et al., 2011</xref>). In contrast, our study revealed significantly higher levels of serum TAS in reactor goats compared to non-reactor, whereas no differences in the MDA levels were found. This increase in TAS may reflect a compensatory antioxidant response, as reported in other infectious diseases (<xref ref-type="bibr" rid="ref85">Yehia et al., 2024</xref>; <xref ref-type="bibr" rid="ref7">Baptistiolli et al., 2018</xref>). However, TAS and MDA may be influenced by several internal and external factors (<xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al., 2016</xref>; <xref ref-type="bibr" rid="ref14">Blanca et al., 2024</xref>; <xref ref-type="bibr" rid="ref60">Pellegrini et al., 2020</xref>). <xref ref-type="bibr" rid="ref32">Gass&#x00F3; et al. (2016)</xref> observed that levels of antioxidant agents and MDA in free-ranging wild boar were primarily influenced by host-related and environmental factors rather than by TB infection status itself. Thus, TAS and MDA cannot be considered as unique biomarkers of individual antioxidant status and seem not be specifically related with the reactivity to TB diagnostic techniques in goats.</p>
<p>Finally, hematological parameters (CBC) were also evaluated in our study and no significant differences related to the infection status based on diagnostic reactivity were observed except for the percentage of mid-range cells (Mid%). Nevertheless, since differences in the total count of mid-range cells or in other white-cell line were not found, these results should be carefully interpreted. In line with our findings, <xref ref-type="bibr" rid="ref10">Bezos et al. (2012a)</xref> did not found significant differences in white-cells counts between goats infected with <italic>M. caprae</italic> and non-infected controls. Similarly, <xref ref-type="bibr" rid="ref52">Miller et al. (1989)</xref> observed no differences in CBC parameters between <italic>M. bovis</italic> infected bison and healthy controls, and also <xref ref-type="bibr" rid="ref78">Thapa et al. (2021)</xref> did not found differences in hematological parameters between reactor and non-reactor elephants to a TB humoral test. Therefore, CBC does not seem to be a good predictor of TB infection status.</p>
<p>In conclusion, we demonstrated that in addition to IFN-&#x03B3;, IP-10 and IL-1&#x03B1; are also associated with the reactivity to TB tests and suggest their potential as biomarkers of cTB infection. While the measurement of TAS may provide information about the general health status of the goats, its usefulness in diagnostic terms would be more limited.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec13">
<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">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec14">
<title>Ethics statement</title>
<p>The requirement of ethical approval was waived since the study was carried out in the context of the official caprine TB eradication program in Castilla La-Mancha (Spain) with the authorization of the official veterinary services and farmer. Blood samples used in the study were collected in the framework of official routinary analyses. All samplings and other procedures were carried out by veterinarian staff in accordance with Spanish legislation (Royal Decree 2411/1996). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the owners for the participation of their animals in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec15">
<title>Author contributions</title>
<p>CV: Validation, Investigation, Writing &#x2013; review &#x0026; editing, Software, Formal analysis, Writing &#x2013; original draft, Data curation, Visualization. AR: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Software, Visualization, Formal analysis, Supervision, Methodology, Investigation. FC-L: Visualization, Writing &#x2013; review &#x0026; editing, Validation, Formal analysis, Supervision. AG-B: Visualization, Formal analysis, Writing &#x2013; review &#x0026; editing, Investigation. JO: Visualization, Formal analysis, Investigation, Writing &#x2013; review &#x0026; editing. SM-L: Formal analysis, Writing &#x2013; review &#x0026; editing, Investigation, Visualization. LJ: Project administration, Resources, Writing &#x2013; review &#x0026; editing. LD: Project administration, Resources, Writing &#x2013; review &#x0026; editing. BR: Project administration, Writing &#x2013; review &#x0026; editing, Resources. JA: Writing &#x2013; review &#x0026; editing, Investigation, Formal analysis, Writing &#x2013; original draft, Visualization, Data curation. JB: Writing &#x2013; review &#x0026; editing, Investigation, Data curation, Writing &#x2013; original draft, Formal analysis, Funding acquisition, Resources, Visualization, Project administration.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Javier Moreno Gonzalo, Andrea P&#x00E9;rez Domingo, the Official Veterinary Services of Castilla-La Mancha and the Mycobacteria Unit staff at the VISAVET Centre for their technical support.</p>
</ack>
<sec sec-type="COI-statement" id="sec16">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The authors JA, JB declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec17">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not 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 sec-type="disclaimer" id="sec18">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec19">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1765857/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1765857/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aguilar Diaz De Leon</surname><given-names>J.</given-names></name> <name><surname>Borges</surname><given-names>C. R.</given-names></name></person-group> (<year>2020</year>). <article-title>Evaluation of oxidative stress in biological samples using the thiobarbituric acid reactive substances assay</article-title>. <source>J. Vis. Exp.</source> <volume>12</volume>:<fpage>10.3791/61122</fpage>. doi: <pub-id pub-id-type="doi">10.3791/61122</pub-id>, <pub-id pub-id-type="pmid">32478759</pub-id></mixed-citation></ref>
<ref id="ref2"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Agull&#x00F3;-Ros</surname><given-names>I.</given-names></name> <name><surname>Vaz-Rodrigues</surname><given-names>R.</given-names></name> <name><surname>Dom&#x00ED;nguez</surname><given-names>M.</given-names></name> <name><surname>Roy</surname><given-names>&#x00C1;.</given-names></name> <name><surname>Ortega</surname><given-names>J.</given-names></name> <name><surname>Moreno</surname><given-names>I.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Immunological mechanisms involved in the protection against development of pulmonary tuberculosis in naturally infected goats</article-title>. <source>Vet. Microbiol.</source> <volume>300</volume>:<fpage>110320</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetmic.2024.110320</pub-id>, <pub-id pub-id-type="pmid">39626442</pub-id></mixed-citation></ref>
<ref id="ref3"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Al-Hassan</surname><given-names>M. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Antioxidant biomarkers in the milk of early postpartum Aardi goats during winter</article-title>. <source>Small Rumin. Res.</source> <volume>162</volume>, <fpage>8</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smallrumres.2018.03.011</pub-id></mixed-citation></ref>
<ref id="ref4"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alvarez</surname><given-names>J.</given-names></name> <name><surname>de Juan</surname><given-names>L.</given-names></name> <name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>S&#x00E1;ez</surname><given-names>J. L.</given-names></name> <name><surname>Reviriego Gordejo</surname><given-names>F. J.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Interference of paratuberculosis with the diagnosis of tuberculosis in a goat flock with a natural mixed infection</article-title>. <source>Vet. Microbiol.</source> <volume>128</volume>, <fpage>72</fpage>&#x2013;<lpage>80</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetmic.2007.08.034</pub-id></mixed-citation></ref>
<ref id="ref5"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aranaz</surname><given-names>A.</given-names></name> <name><surname>Cousins</surname><given-names>D.</given-names></name> <name><surname>Mateos</surname><given-names>A.</given-names></name> <name><surname>Dom&#x00ED;nguez</surname><given-names>L.</given-names></name></person-group> (<year>2003</year>). <article-title>Elevation of <italic>Mycobacterium tuberculosis</italic> subsp. <italic>caprae</italic> Aranaz et al. 1999 to species rank as <italic>Mycobacterium caprae</italic> comb. nov., sp. nov.</article-title> <source>Int. J. Syst. Evol. Microbiol.</source> <volume>53</volume>, <fpage>1785</fpage>&#x2013;<lpage>1789</lpage>. doi: <pub-id pub-id-type="doi">10.1099/ijs.0.02532-0</pub-id></mixed-citation></ref>
<ref id="ref6"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Balepur</surname><given-names>S. S.</given-names></name> <name><surname>Schlossberg</surname><given-names>D.</given-names></name></person-group> (<year>2016</year>). <article-title>Hematologic complications of tuberculosis</article-title>. <source>Microbiol. Spectr.</source> <volume>4</volume>:<fpage>10-1128</fpage>. doi: <pub-id pub-id-type="doi">10.1128/microbiolspec.TNMI7-0004-2016</pub-id></mixed-citation></ref>
<ref id="ref7"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baptistiolli</surname><given-names>L.</given-names></name> <name><surname>Narciso</surname><given-names>L. G.</given-names></name> <name><surname>Almeida</surname><given-names>B. F. M.</given-names></name> <name><surname>Bosco</surname><given-names>A. M.</given-names></name> <name><surname>Souza</surname><given-names>J. C.</given-names></name> <name><surname>Torrecilha</surname><given-names>R. B. P.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Systemic oxidative stress in Suffolk and Santa Ines sheep experimentally infected with <italic>Haemonchus contortus</italic></article-title>. <source>Acta Parasitol.</source> <volume>63</volume>, <fpage>504</fpage>&#x2013;<lpage>514</lpage>. doi: <pub-id pub-id-type="doi">10.1515/ap-2018-0060</pub-id>, <pub-id pub-id-type="pmid">29975652</pub-id></mixed-citation></ref>
<ref id="ref8"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Beghelli</surname><given-names>D.</given-names></name> <name><surname>Lupidi</surname><given-names>G.</given-names></name> <name><surname>Damiano</surname><given-names>S.</given-names></name> <name><surname>Cavallucci</surname><given-names>C.</given-names></name> <name><surname>Bistoni</surname><given-names>O.</given-names></name> <name><surname>De Cosmo</surname><given-names>A.</given-names></name></person-group> (<year>2016</year>). <article-title>Rapid assay to evaluate the total antioxidant capacity in donkey milk and in more common animal milk for human consumption</article-title>. <source>Austin Food Sci.</source> <volume>1</volume>:<fpage>1003</fpage>.</mixed-citation></ref>
<ref id="ref9"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bernitz</surname><given-names>N.</given-names></name> <name><surname>Kerr</surname><given-names>T. J.</given-names></name> <name><surname>Goosen</surname><given-names>W. J.</given-names></name> <name><surname>Clarke</surname><given-names>C.</given-names></name> <name><surname>Higgitt</surname><given-names>R.</given-names></name> <name><surname>Roos</surname><given-names>E. O.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Parallel measurement of IFN-&#x03B3; and IP-10 in QuantiFERON<sup>&#x00AE;</sup>-TB gold (QFT) plasma improves the detection of <italic>Mycobacterium bovis</italic> infection in African buffaloes (<italic>Syncerus caffer</italic>)</article-title>. <source>Prev. Vet. Med.</source> <volume>169</volume>:<fpage>104700</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.prevetmed.2019.104700</pub-id>, <pub-id pub-id-type="pmid">31311648</pub-id></mixed-citation></ref>
<ref id="ref10"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>&#x00C1;lvarez</surname><given-names>J.</given-names></name> <name><surname>Moreno</surname><given-names>I.</given-names></name> <name><surname>de Juan</surname><given-names>L.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>Rodr&#x00ED;guez</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2012a</year>). <article-title>Study of peripheral blood cell populations involved in the immune response of goats naturally infected with <italic>Mycobacterium caprae</italic></article-title>. <source>Res. Vet. Sci.</source> <volume>93</volume>, <fpage>163</fpage>&#x2013;<lpage>167</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.rvsc.2011.05.020</pub-id>, <pub-id pub-id-type="pmid">21689835</pub-id></mixed-citation></ref>
<ref id="ref11"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Alvarez</surname><given-names>J.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>Aranaz</surname><given-names>A.</given-names></name> <name><surname>Juan</surname><given-names>L.</given-names></name></person-group> (<year>2012b</year>). <article-title>Tuberculosis in goats: assessment of current in vivo cell-mediated and antibody-based diagnostic assays</article-title>. <source>Vet. J.</source> <volume>191</volume>, <fpage>161</fpage>&#x2013;<lpage>165</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tvjl.2011.02.010</pub-id>, <pub-id pub-id-type="pmid">21388843</pub-id></mixed-citation></ref>
<ref id="ref12"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Casal</surname><given-names>C.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>Schroeder</surname><given-names>B.</given-names></name> <name><surname>Hardegger</surname><given-names>R.</given-names></name> <name><surname>Raeber</surname><given-names>A. J.</given-names></name> <etal/></person-group>. (<year>2014a</year>). <article-title>Current ante-mortem techniques for diagnosis of bovine tuberculosis</article-title>. <source>Res. Vet. Sci.</source> <volume>97</volume>, <fpage>S44</fpage>&#x2013;<lpage>S52</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.rvsc.2014.04.002</pub-id></mixed-citation></ref>
<ref id="ref13"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Marqu&#x00E9;s</surname><given-names>S.</given-names></name> <name><surname>&#x00C1;lvarez</surname><given-names>J.</given-names></name> <name><surname>Casal</surname><given-names>C.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>Grau</surname><given-names>A.</given-names></name> <etal/></person-group>. (<year>2014b</year>). <article-title>Evaluation of single and comparative intradermal tuberculin tests for tuberculosis eradication in caprine flocks in Castilla y Le&#x00F3;n (Spain)</article-title>. <source>Res. Vet. Sci.</source> <volume>96</volume>, <fpage>39</fpage>&#x2013;<lpage>46</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.rvsc.2013.10.007</pub-id>, <pub-id pub-id-type="pmid">24239314</pub-id></mixed-citation></ref>
<ref id="ref14"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Blanca</surname><given-names>P. M.</given-names></name> <name><surname>Mar&#x00ED;a Luisa</surname><given-names>F. R.</given-names></name> <name><surname>Guadalupe</surname><given-names>M.</given-names></name> <name><surname>F&#x00E1;tima</surname><given-names>C. L.</given-names></name></person-group> (<year>2024</year>). <article-title>Oxidative stress in canine diseases: a comprehensive review</article-title>. <source>Antioxidants</source> <volume>13</volume>:<fpage>1396</fpage>. doi: <pub-id pub-id-type="doi">10.3390/antiox13111396</pub-id>, <pub-id pub-id-type="pmid">39594538</pub-id></mixed-citation></ref>
<ref id="ref15"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Blanco</surname><given-names>F. C.</given-names></name> <name><surname>Schierloh</surname><given-names>P.</given-names></name> <name><surname>Bianco</surname><given-names>M. V.</given-names></name> <name><surname>Caimi</surname><given-names>K.</given-names></name> <name><surname>Meikle</surname><given-names>V.</given-names></name> <name><surname>Alito</surname><given-names>A. E.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Study of the immunological profile towards <italic>Mycobacterium bovis</italic> antigens in naturally infected cattle</article-title>. <source>Microbiol. Immunol.</source> <volume>53</volume>, <fpage>460</fpage>&#x2013;<lpage>467</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1348-0421.2009.00141.x</pub-id>, <pub-id pub-id-type="pmid">19659930</pub-id></mixed-citation></ref>
<ref id="ref16"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Coad</surname><given-names>M.</given-names></name> <name><surname>Doyle</surname><given-names>M.</given-names></name> <name><surname>Steinbach</surname><given-names>S.</given-names></name> <name><surname>Gormley</surname><given-names>E.</given-names></name> <name><surname>Vordermeier</surname><given-names>M.</given-names></name> <name><surname>Jones</surname><given-names>G.</given-names></name></person-group> (<year>2019</year>). <article-title>Simultaneous measurement of antigen-induced CXCL10 and IFN-&#x03B3; enhances test sensitivity for bovine TB detection in cattle</article-title>. <source>Vet. Microbiol.</source> <volume>230</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetmic.2019.01.007</pub-id>, <pub-id pub-id-type="pmid">30827373</pub-id></mixed-citation></ref>
<ref id="ref17"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cooke</surname><given-names>D. M.</given-names></name> <name><surname>Goosen</surname><given-names>W. J.</given-names></name> <name><surname>Burgess</surname><given-names>T.</given-names></name> <name><surname>Witte</surname><given-names>C.</given-names></name> <name><surname>Miller</surname><given-names>M. A.</given-names></name></person-group> (<year>2023</year>). <article-title><italic>Mycobacterium tuberculosis</italic> complex detection in rural goat herds in South Africa using Bayesian latent class analysis</article-title>. <source>Vet. Immunol. Immunopathol.</source> <volume>257</volume>:<fpage>110559</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetimm.2023.110559</pub-id>, <pub-id pub-id-type="pmid">36739737</pub-id></mixed-citation></ref>
<ref id="ref18"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>De La Rua-Domenech</surname><given-names>R.</given-names></name> <name><surname>Goodchild</surname><given-names>A. T.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name> <name><surname>Hewinson</surname><given-names>R. G.</given-names></name> <name><surname>Christiansen</surname><given-names>K. H.</given-names></name> <name><surname>Clifton-Hadley</surname><given-names>R. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Ante mortem diagnosis of tuberculosis in cattle: a review of the tuberculin tests, &#x03B3;-interferon assay and other ancillary diagnostic techniques</article-title>. <source>Res. Vet. Sci.</source> <volume>81</volume>, <fpage>190</fpage>&#x2013;<lpage>210</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.rvsc.2005.11.005</pub-id>, <pub-id pub-id-type="pmid">16513150</pub-id></mixed-citation></ref>
<ref id="ref19"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>de Val</surname><given-names>P. B.</given-names></name> <name><surname>L&#x00F3;pez-Soria</surname><given-names>S.</given-names></name> <name><surname>Nofrar&#x00ED;as</surname><given-names>M.</given-names></name> <name><surname>Mart&#x00ED;n</surname><given-names>M.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name> <name><surname>Villarreal-Ramos</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Experimental model of tuberculosis in the domestic goat after endobronchial infection with <italic>Mycobacterium caprae</italic></article-title>. <source>Clin. Vaccine Immunol.</source> <volume>18</volume>, <fpage>1872</fpage>&#x2013;<lpage>1881</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.05323-11</pub-id>, <pub-id pub-id-type="pmid">21880849</pub-id></mixed-citation></ref>
<ref id="ref20"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Didkowska</surname><given-names>A.</given-names></name> <name><surname>Klich</surname><given-names>D.</given-names></name> <name><surname>Matusik</surname><given-names>K.</given-names></name> <name><surname>Wilczek</surname><given-names>M.</given-names></name> <name><surname>Anusz</surname><given-names>K.</given-names></name> <name><surname>Krajewska-W&#x0119;dzina</surname><given-names>M.</given-names></name></person-group> (<year>2025</year>). <article-title>Haptoglobin response in serum and pleural fluid of tuberculin reactor cattle assessed by culture and gross pathology</article-title>. <source>Vet. J.</source> <volume>314</volume>:<fpage>106453</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tvjl.2025.106453</pub-id>, <pub-id pub-id-type="pmid">41015378</pub-id></mixed-citation></ref>
<ref id="ref21"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Domingo</surname><given-names>M.</given-names></name> <name><surname>Vidal</surname><given-names>E.</given-names></name> <name><surname>Marco</surname><given-names>A.</given-names></name></person-group> (<year>2014</year>). <article-title>Pathology of bovine tuberculosis</article-title>. <source>Res. Vet. Sci.</source> <volume>97</volume>, <fpage>S20</fpage>&#x2013;<lpage>S29</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.rvsc.2014.03.017</pub-id></mixed-citation></ref>
<ref id="ref22"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Eckersall</surname><given-names>P. D.</given-names></name></person-group> (<year>2004</year>). <article-title>The time is right for acute phase protein assays</article-title>. <source>Vet. J.</source> <volume>168</volume>, <fpage>3</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tvjl.2003.09.003</pub-id></mixed-citation></ref>
<ref id="ref23"><mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Eckersall</surname><given-names>P. D.</given-names></name></person-group> (<year>2008</year>). &#x201C;<article-title>Proteins, proteomics, and the dysproteinemias</article-title>&#x201D; in <source>Clinical biochemistry of domestic animals</source>. eds. <person-group person-group-type="editor"><name><surname>Kaneko</surname><given-names>J. J.</given-names></name> <etal/></person-group>. (<publisher-loc>Amsterdam, Netherlands</publisher-loc>: <publisher-name>Elsevier</publisher-name>), <fpage>117</fpage>&#x2013;<lpage>155</lpage>.</mixed-citation></ref>
<ref id="ref24"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Eckersall</surname><given-names>P. D.</given-names></name> <name><surname>Bell</surname><given-names>R.</given-names></name></person-group> (<year>2010</year>). <article-title>Acute phase proteins: biomarkers of infection and inflammation in veterinary medicine</article-title>. <source>Vet. J.</source> <volume>185</volume>, <fpage>23</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tvjl.2010.04.009</pub-id></mixed-citation></ref>
<ref id="ref25"><mixed-citation publication-type="journal"><person-group person-group-type="author"><collab id="coll1">EFSA Panel on Animal Health and Welfare (AHAW)</collab></person-group> (<year>2012</year>). <article-title>Scientific opinion on the use of a gamma interferon test for the diagnosis of bovine tuberculosis</article-title>. <source>EFSA J.</source> <volume>10</volume>:<fpage>2975</fpage>. doi: <pub-id pub-id-type="doi">10.2903/j.efsa.2012.2975</pub-id></mixed-citation></ref>
<ref id="ref26"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>El-Deeb</surname><given-names>W.</given-names></name> <name><surname>Ghoneim</surname><given-names>I.</given-names></name> <name><surname>Fayez</surname><given-names>M.</given-names></name> <name><surname>Elsohaby</surname><given-names>I.</given-names></name> <name><surname>Alhaider</surname><given-names>A.</given-names></name> <name><surname>ElGioushy</surname><given-names>M.</given-names></name></person-group> (<year>2019</year>). <article-title>Acute phase proteins, proinflammatory cytokines and oxidative stress biomarkers in sheep, goats and she-camels with <italic>Coxiella burnetii</italic> infection-induced abortion</article-title>. <source>Comp. Immunol. Microbiol. Infect. Dis.</source> <volume>67</volume>:<fpage>101352</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cimid.2019.101352</pub-id>, <pub-id pub-id-type="pmid">31568899</pub-id></mixed-citation></ref>
<ref id="ref27"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Elnaggar</surname><given-names>M. M.</given-names></name> <name><surname>Abdellrazeq</surname><given-names>G. S.</given-names></name> <name><surname>Elsisy</surname><given-names>A.</given-names></name> <name><surname>Mahmoud</surname><given-names>A. H.</given-names></name> <name><surname>Shyboub</surname><given-names>A.</given-names></name> <name><surname>Sester</surname><given-names>M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Evaluation of antigen specific interleukin-1&#x03B2; as a biomarker to detect cattle infected with <italic>Mycobacterium bovis</italic></article-title>. <source>Tuberculosis</source> <volume>105</volume>, <fpage>53</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tube.2017.04.009</pub-id>, <pub-id pub-id-type="pmid">28610788</pub-id></mixed-citation></ref>
<ref id="ref28"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Erel</surname><given-names>O.</given-names></name></person-group> (<year>2004</year>). <article-title>A novel automated direct measurement method for total antioxidant capacity using a new generation, more stable ABTS radical cation</article-title>. <source>Clin. Biochem.</source> <volume>37</volume>, <fpage>277</fpage>&#x2013;<lpage>285</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.clinbiochem.2003.11.015</pub-id>, <pub-id pub-id-type="pmid">15003729</pub-id></mixed-citation></ref>
<ref id="ref29"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Etna</surname><given-names>M. P.</given-names></name> <name><surname>Giacomini</surname><given-names>E.</given-names></name> <name><surname>Severa</surname><given-names>M.</given-names></name> <name><surname>Coccia</surname><given-names>E. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Pro- and anti-inflammatory cytokines in tuberculosis: a two-edged sword in TB pathogenesis</article-title>. <source>Semin. Immunol.</source> <volume>26</volume>, <fpage>543</fpage>&#x2013;<lpage>551</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.smim.2014.09.011</pub-id>, <pub-id pub-id-type="pmid">25453229</pub-id></mixed-citation></ref>
<ref id="ref30"><mixed-citation publication-type="other"><person-group person-group-type="author"><collab id="coll2">Eurostat</collab></person-group>. (<year>2025</year>). <source>Goats population &#x2013; annual data</source>. Available online at: <ext-link xlink:href="https://ec.europa.eu/eurostat/databrowser/view/APRO_MT_LSGOAT/default/table?lang=en" ext-link-type="uri">https://ec.europa.eu/eurostat/databrowser/view/APRO_MT_LSGOAT/default/table?lang=en</ext-link> (accessed September 16, 2025).</mixed-citation></ref>
<ref id="ref31"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Franzoni</surname><given-names>G.</given-names></name> <name><surname>Signorelli</surname><given-names>F.</given-names></name> <name><surname>Mazzone</surname><given-names>P.</given-names></name> <name><surname>Donniacuo</surname><given-names>A.</given-names></name> <name><surname>De Matteis</surname><given-names>G.</given-names></name> <name><surname>Grandoni</surname><given-names>F.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Cytokines as potential biomarkers for the diagnosis of <italic>Mycobacterium bovis</italic> infection in Mediterranean buffaloes (<italic>Bubalus bubalis</italic>)</article-title>. <source>Front. Vet. Sci.</source> <volume>11</volume>:<fpage>1512571</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fvets.2024.1512571</pub-id>, <pub-id pub-id-type="pmid">39776597</pub-id></mixed-citation></ref>
<ref id="ref32"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gass&#x00F3;</surname><given-names>D.</given-names></name> <name><surname>Vicente</surname><given-names>J.</given-names></name> <name><surname>Mentaberre</surname><given-names>G.</given-names></name> <name><surname>Soriguer</surname><given-names>R.</given-names></name> <name><surname>Jim&#x00E9;nez Rodr&#x00ED;guez</surname><given-names>R.</given-names></name> <name><surname>Navarro-Gonz&#x00E1;lez</surname><given-names>N.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Oxidative stress in wild boars naturally and experimentally infected with <italic>Mycobacterium bovis</italic></article-title>. <source>PLoS One</source> <volume>11</volume>:<fpage>e0163971</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0163971</pub-id>, <pub-id pub-id-type="pmid">27682987</pub-id></mixed-citation></ref>
<ref id="ref33"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gomez-Buendia</surname><given-names>A.</given-names></name> <name><surname>Pozo</surname><given-names>P.</given-names></name> <name><surname>Picasso-Risso</surname><given-names>C.</given-names></name> <name><surname>Branscum</surname><given-names>A.</given-names></name> <name><surname>Perez</surname><given-names>A.</given-names></name> <name><surname>Alvarez</surname><given-names>J.</given-names></name></person-group> (<year>2023a</year>). <article-title>Accuracy of tests for diagnosis of animal tuberculosis: moving away from the golden calf (and towards Bayesian models)</article-title>. <source>Transbound. Emerg. Dis.</source> <volume>2023</volume>:<fpage>7615716</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2023/7615716</pub-id>, <pub-id pub-id-type="pmid">40303756</pub-id></mixed-citation></ref>
<ref id="ref34"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gomez-Buendia</surname><given-names>A.</given-names></name> <name><surname>Romero</surname><given-names>B.</given-names></name> <name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Saez</surname><given-names>J. L.</given-names></name> <name><surname>Archetti</surname><given-names>I.</given-names></name> <name><surname>Pacciarini</surname><given-names>M. L.</given-names></name> <etal/></person-group>. (<year>2023b</year>). <article-title>Evaluation of the performance of the IFN-&#x03B3; release assay in bovine tuberculosis free herds from five European countries</article-title>. <source>Vet. Res.</source> <volume>54</volume>:<fpage>55</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13567-023-01187-5</pub-id>, <pub-id pub-id-type="pmid">37403088</pub-id></mixed-citation></ref>
<ref id="ref35"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gonz&#x00E1;lez</surname><given-names>F. H.</given-names></name> <name><surname>Tecles</surname><given-names>F.</given-names></name> <name><surname>Mart&#x00ED;nez-Subiela</surname><given-names>S.</given-names></name> <name><surname>Tvarijonaviciute</surname><given-names>A.</given-names></name> <name><surname>Soler</surname><given-names>L.</given-names></name> <name><surname>Cer&#x00F3;n</surname><given-names>J. J.</given-names></name></person-group> (<year>2008</year>). <article-title>Acute phase protein response in goats</article-title>. <source>J. Vet. Diagn. Invest.</source> <volume>20</volume>, <fpage>580</fpage>&#x2013;<lpage>584</lpage>. doi: <pub-id pub-id-type="doi">10.1177/104063870802000507</pub-id>, <pub-id pub-id-type="pmid">18776089</pub-id></mixed-citation></ref>
<ref id="ref36"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Goosen</surname><given-names>W. J.</given-names></name> <name><surname>Cooper</surname><given-names>D.</given-names></name> <name><surname>Miller</surname><given-names>M. A.</given-names></name> <name><surname>van Helden</surname><given-names>P. D.</given-names></name> <name><surname>Parsons</surname><given-names>S. D.</given-names></name></person-group> (<year>2015</year>). <article-title>IP-10 is a sensitive biomarker of antigen recognition in whole-blood stimulation assays used for the diagnosis of <italic>Mycobacterium bovis</italic> infection in African buffaloes (<italic>Syncerus caffer</italic>)</article-title>. <source>Clin. Vaccine Immunol.</source> <volume>22</volume>, <fpage>974</fpage>&#x2013;<lpage>978</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.00324-15</pub-id>, <pub-id pub-id-type="pmid">26108287</pub-id></mixed-citation></ref>
<ref id="ref37"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gortazar</surname><given-names>C.</given-names></name> <name><surname>Vicente</surname><given-names>J.</given-names></name> <name><surname>Samper</surname><given-names>S.</given-names></name> <name><surname>Garrido</surname><given-names>J. M.</given-names></name> <name><surname>Fern&#x00E1;ndez-De-Mera</surname><given-names>I. G.</given-names></name> <name><surname>Gav&#x00ED;n</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Molecular characterization of <italic>Mycobacterium tuberculosis</italic> complex isolates from wild ungulates in south-Central Spain</article-title>. <source>Vet. Res.</source> <volume>36</volume>, <fpage>43</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1051/vetres:2004051</pub-id>, <pub-id pub-id-type="pmid">15610722</pub-id></mixed-citation></ref>
<ref id="ref38"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hari-Dass</surname><given-names>R.</given-names></name> <name><surname>Shah</surname><given-names>C.</given-names></name> <name><surname>Meyer</surname><given-names>D. J.</given-names></name> <name><surname>Raynes</surname><given-names>J. G.</given-names></name></person-group> (<year>2005</year>). <article-title>Serum amyloid a protein binds to outer membrane protein a of gram-negative bacteria</article-title>. <source>J. Biol. Chem.</source> <volume>280</volume>, <fpage>18562</fpage>&#x2013;<lpage>18567</lpage>. doi: <pub-id pub-id-type="doi">10.1074/jbc.M500490200</pub-id></mixed-citation></ref>
<ref id="ref39"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Iliev</surname><given-names>P.</given-names></name> <name><surname>Georgieva</surname><given-names>T.</given-names></name></person-group> (<year>2018</year>). <article-title>Acute phase proteins in sheep and goats &#x2013; function, reference ranges and assessment methods: an overview</article-title>. <source>Bulg. J. Vet. Med.</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.15547/bjvm.1050</pub-id></mixed-citation></ref>
<ref id="ref40"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jim&#x00E9;nez-Mart&#x00ED;n</surname><given-names>D.</given-names></name> <name><surname>Mu&#x00F1;oz-Fern&#x00E1;ndez</surname><given-names>L.</given-names></name> <name><surname>Agull&#x00F3;-Ros</surname><given-names>I.</given-names></name> <name><surname>Jim&#x00E9;nez-Pizarro</surname><given-names>N.</given-names></name> <name><surname>Cano-Terriza</surname><given-names>D.</given-names></name> <name><surname>Garc&#x00ED;a-Bocanegra</surname><given-names>I.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Evaluation of techniques for post-mortem diagnosis of <italic>Mycobacterium tuberculosis</italic> complex infection in goats</article-title>. <source>Vet. Microbiol.</source> <volume>304</volume>:<fpage>110485</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetmic.2025.110485</pub-id>, <pub-id pub-id-type="pmid">40138988</pub-id></mixed-citation></ref>
<ref id="ref41"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname><given-names>G. J.</given-names></name> <name><surname>Coad</surname><given-names>M.</given-names></name> <name><surname>Khatri</surname><given-names>B.</given-names></name> <name><surname>Bezos</surname><given-names>J.</given-names></name> <name><surname>Parlane</surname><given-names>N. A.</given-names></name> <name><surname>Buddle</surname><given-names>B. M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Tuberculin skin testing boosts interferon gamma responses to DIVA reagents in <italic>Mycobacterium bovis</italic>-infected cattle</article-title>. <source>Clin. Vaccine Immunol.</source> <volume>24</volume>:<fpage>e00551-16</fpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.00551-16</pub-id>, <pub-id pub-id-type="pmid">28331078</pub-id></mixed-citation></ref>
<ref id="ref42"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname><given-names>G. J.</given-names></name> <name><surname>Pirson</surname><given-names>C.</given-names></name> <name><surname>Hewinson</surname><given-names>R. G.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name></person-group> (<year>2010</year>). <article-title>Simultaneous measurement of antigen-stimulated interleukin-1 beta and gamma interferon production enhances test sensitivity for the detection of <italic>Mycobacterium bovis</italic> infection in cattle</article-title>. <source>Clin. Vaccine Immunol.</source> <volume>17</volume>, <fpage>1946</fpage>&#x2013;<lpage>1951</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.00377-10</pub-id>, <pub-id pub-id-type="pmid">20926697</pub-id></mixed-citation></ref>
<ref id="ref43"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kaplan</surname><given-names>G.</given-names></name> <name><surname>Luster</surname><given-names>A. D.</given-names></name> <name><surname>Hancock</surname><given-names>G.</given-names></name> <name><surname>Cohn</surname><given-names>Z. A.</given-names></name></person-group> (<year>1987</year>). <article-title>The expression of a gamma interferon-induced protein (IP-10) in delayed immune responses in human skin</article-title>. <source>J. Exp. Med.</source> <volume>166</volume>, <fpage>1098</fpage>&#x2013;<lpage>1108</lpage>. doi: <pub-id pub-id-type="doi">10.1084/jem.166.4.1098</pub-id>, <pub-id pub-id-type="pmid">2443597</pub-id></mixed-citation></ref>
<ref id="ref44"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname><given-names>N. P.</given-names></name> <name><surname>Moideen</surname><given-names>K.</given-names></name> <name><surname>Nancy</surname><given-names>A.</given-names></name> <name><surname>Viswanathan</surname><given-names>V.</given-names></name> <name><surname>Thiruvengadam</surname><given-names>K.</given-names></name> <name><surname>Sivakumar</surname><given-names>S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Acute phase proteins are baseline predictors of tuberculosis treatment failure</article-title>. <source>Front. Immunol.</source> <volume>12</volume>:<fpage>731878</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2021.731878</pub-id>, <pub-id pub-id-type="pmid">34867953</pub-id></mixed-citation></ref>
<ref id="ref45"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>X.</given-names></name> <name><surname>Xia</surname><given-names>A.</given-names></name> <name><surname>Xu</surname><given-names>Z.</given-names></name> <name><surname>Liu</surname><given-names>J.</given-names></name> <name><surname>Fu</surname><given-names>S.</given-names></name> <name><surname>Cao</surname><given-names>Z.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Development and evaluation of a <italic>Mycobacterium bovis</italic> interferon-&#x03B3; enzyme-linked immunospot (ELISpot) assay for detection of bovine tuberculosis</article-title>. <source>J. Dairy Sci.</source> <volume>105</volume>, <fpage>6021</fpage>&#x2013;<lpage>6029</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2021-21301</pub-id>, <pub-id pub-id-type="pmid">35570041</pub-id></mixed-citation></ref>
<ref id="ref46"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li&#x00E9;bana</surname><given-names>E.</given-names></name> <name><surname>Aranaz</surname><given-names>A.</given-names></name> <name><surname>Urqu&#x00ED;a</surname><given-names>J. J.</given-names></name> <name><surname>Mateos</surname><given-names>A.</given-names></name> <name><surname>Dom&#x00ED;nguez</surname><given-names>L.</given-names></name></person-group> (<year>1998</year>). <article-title>Evaluation of the gamma-interferon assay for eradication of tuberculosis in a goat herd</article-title>. <source>Aust. Vet. J.</source> <volume>76</volume>, <fpage>50</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1751-0813.1998.tb15686.x</pub-id>, <pub-id pub-id-type="pmid">9578768</pub-id></mixed-citation></ref>
<ref id="ref47"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lowie</surname><given-names>T.</given-names></name> <name><surname>Jourquin</surname><given-names>S.</given-names></name> <name><surname>Stuyvaert</surname><given-names>S.</given-names></name> <name><surname>Hanley-Cook</surname><given-names>G.</given-names></name> <name><surname>Pardon</surname><given-names>B.</given-names></name></person-group> (<year>2025</year>). <article-title>Associations between lung consolidation and serum amyloid a and haptoglobin, and the potential of acute phase proteins to differentiate primary respiratory tract pathogens in calves</article-title>. <source>J. Dairy Sci.</source> <volume>108</volume>, <fpage>943</fpage>&#x2013;<lpage>953</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2024-25093</pub-id>, <pub-id pub-id-type="pmid">39414004</pub-id></mixed-citation></ref>
<ref id="ref48"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Malone</surname><given-names>K. M.</given-names></name> <name><surname>Gordon</surname><given-names>S. V.</given-names></name></person-group> (<year>2017</year>). <article-title><italic>Mycobacterium tuberculosis</italic> complex members adapted to wild and domestic animals</article-title>. <source>Adv. Exp. Med. Biol.</source> <volume>1019</volume>, <fpage>135</fpage>&#x2013;<lpage>154</lpage>. doi: <pub-id pub-id-type="doi">10.1007/978-3-319-64371-7_7</pub-id>, <pub-id pub-id-type="pmid">29116633</pub-id></mixed-citation></ref>
<ref id="ref49"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname><given-names>A.</given-names></name> <name><surname>Dinarello</surname><given-names>C. A.</given-names></name> <name><surname>Molgora</surname><given-names>M.</given-names></name> <name><surname>Garlanda</surname><given-names>C.</given-names></name></person-group> (<year>2019</year>). <article-title>Interleukin-1 and related cytokines in the regulation of inflammation and immunity</article-title>. <source>Immunity</source> <volume>50</volume>, <fpage>778</fpage>&#x2013;<lpage>795</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2019.03.012</pub-id>, <pub-id pub-id-type="pmid">30995499</pub-id></mixed-citation></ref>
<ref id="ref50"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mart&#x00ED;nez-Lirola</surname><given-names>M.</given-names></name> <name><surname>Herranz</surname><given-names>M.</given-names></name> <name><surname>Buenestado Serrano</surname><given-names>S.</given-names></name> <name><surname>Rodr&#x00ED;guez-Grande</surname><given-names>C.</given-names></name> <name><surname>Dominguez Inarra</surname><given-names>E.</given-names></name> <name><surname>Garrido-C&#x00E1;rdenas</surname><given-names>J. A.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>A one health approach revealed the long-term role of <italic>Mycobacterium caprae</italic> as the hidden cause of human tuberculosis in a region of Spain, 2003 to 2022</article-title>. <source>Euro Surveill.</source> <volume>28</volume>:<fpage>2200852</fpage>. doi: <pub-id pub-id-type="doi">10.2807/1560-7917.ES.2023.28.12.2200852</pub-id>, <pub-id pub-id-type="pmid">36951787</pub-id></mixed-citation></ref>
<ref id="ref51"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mensikova</surname><given-names>M.</given-names></name> <name><surname>Stepanova</surname><given-names>H.</given-names></name> <name><surname>Faldyna</surname><given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>Interleukin-17 in veterinary animal species and its role in various diseases: a review</article-title>. <source>Cytokine</source> <volume>64</volume>, <fpage>11</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cyto.2013.06.002</pub-id>, <pub-id pub-id-type="pmid">23810220</pub-id></mixed-citation></ref>
<ref id="ref52"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname><given-names>L. D.</given-names></name> <name><surname>Thoen</surname><given-names>C. O.</given-names></name> <name><surname>Throlson</surname><given-names>K. J.</given-names></name> <name><surname>Himes</surname><given-names>E. M.</given-names></name> <name><surname>Morgan</surname><given-names>R. L.</given-names></name></person-group> (<year>1989</year>). <article-title>Serum biochemical and hematologic values of normal and <italic>Mycobacterium bovis</italic>-infected American bison</article-title>. <source>J. Vet. Diagn. Invest.</source> <volume>1</volume>, <fpage>219</fpage>&#x2013;<lpage>222</lpage>. doi: <pub-id pub-id-type="doi">10.1177/104063878900100304</pub-id>, <pub-id pub-id-type="pmid">2488347</pub-id></mixed-citation></ref>
<ref id="ref53"><mixed-citation publication-type="other"><person-group person-group-type="author"><collab id="coll3">Ministerio de Agricultura, Pesca y Alimentaci&#x00F3;n</collab></person-group>. <source>Manual para el control de la infecci&#x00F3;n por el CMT en establecimientos de ganado caprino incluidos en el programa nacional de erradicaci&#x00F3;n de la infecci&#x00F3;n por el complejo <italic>Mycobacterium tuberculosis</italic> (CMT)</source>. (<year>2024</year>). Available online at: <ext-link xlink:href="https://www.mapa.gob.es/en/ganaderia/temas/sanidad-animal-higiene-ganadera/8manualcaprino2024_tcm38-553693.pdf" ext-link-type="uri">https://www.mapa.gob.es/en/ganaderia/temas/sanidad-animal-higiene-ganadera/8manualcaprino2024_tcm38-553693.pdf</ext-link> (accessed September 16, 2025)</mixed-citation></ref>
<ref id="ref54"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Murata</surname><given-names>H.</given-names></name> <name><surname>Shimada</surname><given-names>N.</given-names></name> <name><surname>Yoshioka</surname><given-names>M.</given-names></name></person-group> (<year>2004</year>). <article-title>Current research on acute phase proteins in veterinary diagnosis: an overview</article-title>. <source>Vet. J.</source> <volume>168</volume>, <fpage>28</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1090-0233(03)00119-9</pub-id>, <pub-id pub-id-type="pmid">15158206</pub-id></mixed-citation></ref>
<ref id="ref55"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ortega</surname><given-names>J.</given-names></name> <name><surname>de Juan</surname><given-names>L.</given-names></name> <name><surname>Sevilla</surname><given-names>I. A.</given-names></name> <name><surname>Garrido</surname><given-names>J. M.</given-names></name> <name><surname>Roy</surname><given-names>&#x00C1;.</given-names></name> <name><surname>Velasco</surname><given-names>C.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Effect of a recent parenteral dexamethasone and ketoprofen administration on the immunological diagnosis of tuberculosis in goats</article-title>. <source>Front. Vet. Sci.</source> <volume>9</volume>:<fpage>1042428</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fvets.2022.1042428</pub-id>, <pub-id pub-id-type="pmid">36439353</pub-id></mixed-citation></ref>
<ref id="ref56"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Palanisamy</surname><given-names>G. S.</given-names></name> <name><surname>Kirk</surname><given-names>N. M.</given-names></name> <name><surname>Ackart</surname><given-names>D. F.</given-names></name> <name><surname>Shanley</surname><given-names>C. A.</given-names></name> <name><surname>Orme</surname><given-names>I. M.</given-names></name> <name><surname>Basaraba</surname><given-names>R. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Evidence for oxidative stress and defective antioxidant response in guinea pigs with tuberculosis</article-title>. <source>PLoS One</source> <volume>6</volume>:<fpage>e26254</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.002625431</pub-id></mixed-citation></ref>
<ref id="ref57"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Palmer</surname><given-names>M. V.</given-names></name> <name><surname>Kanipe</surname><given-names>C.</given-names></name> <name><surname>Boggiatto</surname><given-names>P. M.</given-names></name></person-group> (<year>2022</year>). <article-title>The bovine tuberculoid granuloma</article-title>. <source>Pathogens</source> <volume>11</volume>:<fpage>61</fpage>. doi: <pub-id pub-id-type="doi">10.3390/pathogens11010061</pub-id>, <pub-id pub-id-type="pmid">35056009</pub-id></mixed-citation></ref>
<ref id="ref58"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Palmer</surname><given-names>M. V.</given-names></name> <name><surname>Thacker</surname><given-names>T. C.</given-names></name> <name><surname>Rabideau</surname><given-names>M. M.</given-names></name> <name><surname>Jones</surname><given-names>G. J.</given-names></name> <name><surname>Kanipe</surname><given-names>C.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Biomarkers of cell-mediated immunity to bovine tuberculosis</article-title>. <source>Vet. Immunol. Immunopathol.</source> <volume>220</volume>:<fpage>109988</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetimm.2019.109988</pub-id>, <pub-id pub-id-type="pmid">31846797</pub-id></mixed-citation></ref>
<ref id="ref59"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Parsons</surname><given-names>S. D.</given-names></name> <name><surname>McGill</surname><given-names>K.</given-names></name> <name><surname>Doyle</surname><given-names>M. B.</given-names></name> <name><surname>Goosen</surname><given-names>W. J.</given-names></name> <name><surname>van Helden</surname><given-names>P. D.</given-names></name> <name><surname>Gormley</surname><given-names>E.</given-names></name></person-group> (<year>2016</year>). <article-title>Antigen-specific IP-10 release is a sensitive biomarker of <italic>Mycobacterium bovis</italic> infection in cattle</article-title>. <source>PLoS One</source> <volume>11</volume>:<fpage>e0155440</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0155440</pub-id>, <pub-id pub-id-type="pmid">27167122</pub-id></mixed-citation></ref>
<ref id="ref60"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pellegrini</surname><given-names>N.</given-names></name> <name><surname>Vitaglione</surname><given-names>P.</given-names></name> <name><surname>Granato</surname><given-names>D.</given-names></name> <name><surname>Fogliano</surname><given-names>V.</given-names></name></person-group> (<year>2020</year>). <article-title>Twenty-five years of total antioxidant capacity measurement of foods and biological fluids: merits and limitations</article-title>. <source>J. Sci. Food Agric.</source> <volume>100</volume>, <fpage>5064</fpage>&#x2013;<lpage>5078</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jsfa.9550</pub-id></mixed-citation></ref>
<ref id="ref61"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>P&#x00E9;rez De Val</surname><given-names>B.</given-names></name> <name><surname>Vidal</surname><given-names>E.</given-names></name> <name><surname>Stuber</surname><given-names>T.</given-names></name> <name><surname>S&#x00E1;ez</surname><given-names>J. L.</given-names></name> <name><surname>T&#x00F3;rtola</surname><given-names>M. T.</given-names></name></person-group> (<year>2025</year>). <article-title>Zoonotic tuberculosis in Catalonia, Spain: phylogenetic insights into <italic>Mycobacterium bovis</italic> and <italic>M. caprae</italic> transmission at the human-livestock interface</article-title>. <source>One Health</source> <volume>20</volume>:<fpage>100993</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.onehlt.2025.100993</pub-id>, <pub-id pub-id-type="pmid">40035021</pub-id></mixed-citation></ref>
<ref id="ref62"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Perez-Montero</surname><given-names>B.</given-names></name> <name><surname>Fermin-Rodriguez</surname><given-names>M. L.</given-names></name> <name><surname>Portero-Fuentes</surname><given-names>M.</given-names></name> <name><surname>Sarquis</surname><given-names>J.</given-names></name> <name><surname>Caceres</surname><given-names>S.</given-names></name> <name><surname>Del Portal</surname><given-names>J. C. I.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Serum total antioxidant status in dogs: reference intervals and influence of multiple biological and analytical factors</article-title>. <source>Vet. Clin. Pathol.</source> <volume>53</volume>, <fpage>399</fpage>&#x2013;<lpage>408</lpage>. doi: <pub-id pub-id-type="doi">10.1111/vcp.13381</pub-id>, <pub-id pub-id-type="pmid">39396933</pub-id></mixed-citation></ref>
<ref id="ref63"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Perez-Montero</surname><given-names>B.</given-names></name> <name><surname>Fermin-Rodriguez</surname><given-names>M. L.</given-names></name> <name><surname>Portero-Fuentes</surname><given-names>M.</given-names></name> <name><surname>Sarquis</surname><given-names>J.</given-names></name> <name><surname>Caceres</surname><given-names>S.</given-names></name> <name><surname>Portal</surname><given-names>J. C. I. D.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Malondialdehyde (MDA) and 8-hydroxy-2&#x2032;-deoxyguanosine (8-OHdG) levels in canine serum: establishing reference intervals and influencing factors</article-title>. <source>BMC Vet. Res.</source> <volume>21</volume>:<fpage>161</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12917-025-04614-1</pub-id>, <pub-id pub-id-type="pmid">40069799</pub-id></mixed-citation></ref>
<ref id="ref64"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Petersen</surname><given-names>H. H.</given-names></name> <name><surname>Nielsen</surname><given-names>J. P.</given-names></name> <name><surname>Heegaard</surname><given-names>P. M.</given-names></name></person-group> (<year>2004</year>). <article-title>Application of acute phase protein measurements in veterinary clinical chemistry</article-title>. <source>Vet. Res.</source> <volume>35</volume>, <fpage>163</fpage>&#x2013;<lpage>187</lpage>. doi: <pub-id pub-id-type="doi">10.1051/vetres:2004002</pub-id>, <pub-id pub-id-type="pmid">15099494</pub-id></mixed-citation></ref>
<ref id="ref65"><mixed-citation publication-type="other"><person-group person-group-type="author"><collab id="coll4">R Core Team</collab></person-group>. <source>R. A language and environment for statistical computing</source>. (<year>2025</year>). Available online at: <ext-link xlink:href="https://www.R-project.org" ext-link-type="uri">https://www.R-project.org</ext-link> (accessed September 16, 2025).</mixed-citation></ref>
<ref id="ref66"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Roy</surname><given-names>A.</given-names></name> <name><surname>Infantes-Lorenzo</surname><given-names>J. A.</given-names></name> <name><surname>De La Cruz</surname><given-names>M. L.</given-names></name> <name><surname>Dom&#x00ED;nguez</surname><given-names>L.</given-names></name> <name><surname>&#x00C1;lvarez</surname><given-names>J.</given-names></name> <name><surname>Bezos</surname><given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>Accuracy of tuberculosis diagnostic tests in small ruminants: a systematic review and meta-analysis</article-title>. <source>Prev. Vet. Med.</source> <volume>182</volume>:<fpage>105102</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.prevetmed.2020.105102</pub-id>, <pub-id pub-id-type="pmid">32739695</pub-id></mixed-citation></ref>
<ref id="ref67"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Saco</surname><given-names>Y.</given-names></name> <name><surname>Bassols</surname><given-names>A.</given-names></name></person-group> (<year>2023</year>). <article-title>Acute phase proteins in cattle and swine: a review</article-title>. <source>Vet. Clin. Pathol.</source> <volume>52</volume>, <fpage>50</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1111/vcp.13220</pub-id></mixed-citation></ref>
<ref id="ref68"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schiller</surname><given-names>I.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name> <name><surname>Waters</surname><given-names>W. R.</given-names></name> <name><surname>Whelan</surname><given-names>A. O.</given-names></name> <name><surname>Coad</surname><given-names>M.</given-names></name> <name><surname>Gormley</surname><given-names>E.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Bovine tuberculosis: effect of the tuberculin skin test on in vitro interferon gamma responses</article-title>. <source>Vet. Immunol. Immunopathol.</source> <volume>136</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetimm.2010.02.007</pub-id>, <pub-id pub-id-type="pmid">20219253</pub-id></mixed-citation></ref>
<ref id="ref69"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schiller</surname><given-names>I.</given-names></name> <name><surname>Waters</surname><given-names>W. R.</given-names></name> <name><surname>Vordermeier</surname><given-names>H. M.</given-names></name> <name><surname>Nonnecke</surname><given-names>B.</given-names></name> <name><surname>Welsh</surname><given-names>M.</given-names></name> <name><surname>Keck</surname><given-names>N.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Optimization of a whole-blood gamma interferon assay for detection of <italic>Mycobacterium bovis</italic>-infected cattle</article-title>. <source>Clin. Vaccine Immunol.</source> <volume>16</volume>, <fpage>1196</fpage>&#x2013;<lpage>1202</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.00150-09</pub-id>, <pub-id pub-id-type="pmid">19571108</pub-id></mixed-citation></ref>
<ref id="ref70"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Segal&#x00E9;s</surname><given-names>J.</given-names></name> <name><surname>Vicente</surname><given-names>J.</given-names></name> <name><surname>Luj&#x00E1;n</surname><given-names>L.</given-names></name> <name><surname>Toussaint</surname><given-names>M. J.</given-names></name> <name><surname>Gruys</surname><given-names>E.</given-names></name> <name><surname>Gort&#x00E1;zar</surname><given-names>C.</given-names></name></person-group> (<year>2005</year>). <article-title>Systemic AA-amyloidosis in a European wild boar (<italic>Sus scrofa</italic>) suffering from generalized tuberculosis</article-title>. <source>J. Vet. Med. A Physiol. Pathol. Clin. Med.</source> <volume>52</volume>, <fpage>135</fpage>&#x2013;<lpage>137</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0442.2005.00703.x</pub-id>, <pub-id pub-id-type="pmid">15836445</pub-id></mixed-citation></ref>
<ref id="ref71"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seva</surname><given-names>J.</given-names></name> <name><surname>Hern&#x00E1;ndez</surname><given-names>D.</given-names></name> <name><surname>Bernab&#x00E9;</surname><given-names>A.</given-names></name> <name><surname>Pallar&#x00E9;s</surname><given-names>F. J.</given-names></name> <name><surname>Navarro</surname><given-names>J. A.</given-names></name></person-group> (<year>2000</year>). <article-title>Immunophenotypical characterization of the lymphocyte infiltrate in caprine pulmonary tuberculosis</article-title>. <source>J. Comp. Pathol.</source> <volume>123</volume>, <fpage>96</fpage>&#x2013;<lpage>103</lpage>. doi: <pub-id pub-id-type="doi">10.1053/jcpa.2000.0397</pub-id></mixed-citation></ref>
<ref id="ref72"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shah</surname><given-names>A. R.</given-names></name> <name><surname>Desai</surname><given-names>K. N.</given-names></name> <name><surname>Maru</surname><given-names>A. M.</given-names></name></person-group> (<year>2022</year>). <article-title>Evaluation of hematological parameters in pulmonary tuberculosis patients</article-title>. <source>J. Family Med. Prim. Care</source> <volume>11</volume>, <fpage>4424</fpage>&#x2013;<lpage>4428</lpage>. doi: <pub-id pub-id-type="doi">10.4103/jfmpc.jfmpc_2451_21</pub-id>, <pub-id pub-id-type="pmid">36353004</pub-id></mixed-citation></ref>
<ref id="ref73"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shastri</surname><given-names>M. D.</given-names></name> <name><surname>Shukla</surname><given-names>S. D.</given-names></name> <name><surname>Chong</surname><given-names>W. C.</given-names></name> <name><surname>Dua</surname><given-names>K.</given-names></name> <name><surname>Peterson</surname><given-names>G. M.</given-names></name> <name><surname>Patel</surname><given-names>R. P.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Role of oxidative stress in the pathology and management of human tuberculosis</article-title>. <source>Oxidative Med. Cell. Longev.</source> <volume>2018</volume>:<fpage>7695364</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2018/7695364</pub-id>, <pub-id pub-id-type="pmid">30405878</pub-id></mixed-citation></ref>
<ref id="ref74"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname><given-names>K.</given-names></name> <name><surname>Kleynhans</surname><given-names>L.</given-names></name> <name><surname>Snyders</surname><given-names>C.</given-names></name> <name><surname>Bernitz</surname><given-names>N.</given-names></name> <name><surname>Cooper</surname><given-names>D.</given-names></name> <name><surname>van Helden</surname><given-names>P.</given-names></name> <etal/></person-group>. (<year>2021a</year>). <article-title>Use of the MILLIPLEX<sup>&#x00AE;</sup> bovine cytokine/chemokine multiplex assay to identify <italic>Mycobacterium bovis</italic>-infection biomarkers in African buffaloes (<italic>Syncerus caffer</italic>)</article-title>. <source>Vet. Immunol. Immunopathol.</source> <volume>231</volume>:<fpage>110152</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetimm.2020.110152</pub-id>, <pub-id pub-id-type="pmid">33227620</pub-id></mixed-citation></ref>
<ref id="ref75"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname><given-names>K.</given-names></name> <name><surname>Kleynhans</surname><given-names>L.</given-names></name> <name><surname>Warren</surname><given-names>R. M.</given-names></name> <name><surname>Goosen</surname><given-names>W. J.</given-names></name> <name><surname>Miller</surname><given-names>M. A.</given-names></name></person-group> (<year>2021b</year>). <article-title>Cell-mediated immunological biomarkers and their diagnostic application in livestock and wildlife infected with <italic>Mycobacterium bovis</italic></article-title>. <source>Front. Immunol.</source> <volume>12</volume>:<fpage>639605</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2021.639605</pub-id>, <pub-id pub-id-type="pmid">33746980</pub-id></mixed-citation></ref>
<ref id="ref76"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Steinbach</surname><given-names>S.</given-names></name> <name><surname>Jalili-Firoozinezhad</surname><given-names>S.</given-names></name> <name><surname>Srinivasan</surname><given-names>S.</given-names></name> <name><surname>Melo</surname><given-names>M. B.</given-names></name> <name><surname>Middleton</surname><given-names>S.</given-names></name> <name><surname>Konold</surname><given-names>T.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Temporal dynamics of intradermal cytokine response to tuberculin in <italic>Mycobacterium bovis</italic> BCG-vaccinated cattle using sampling microneedles</article-title>. <source>Sci. Rep.</source> <volume>11</volume>:<fpage>7074</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-021-86398-6</pub-id>, <pub-id pub-id-type="pmid">33782422</pub-id></mixed-citation></ref>
<ref id="ref77"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Thacker</surname><given-names>T. C.</given-names></name> <name><surname>Palmer</surname><given-names>M. V.</given-names></name> <name><surname>Waters</surname><given-names>W. R.</given-names></name></person-group> (<year>2007</year>). <article-title>Associations between cytokine gene expression and pathology in <italic>Mycobacterium bovis</italic> infected cattle</article-title>. <source>Vet. Immunol. Immunopathol.</source> <volume>119</volume>, <fpage>204</fpage>&#x2013;<lpage>213</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.vetimm.2007.05.009</pub-id>, <pub-id pub-id-type="pmid">17628695</pub-id></mixed-citation></ref>
<ref id="ref78"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Thapa</surname><given-names>J.</given-names></name> <name><surname>Mikota</surname><given-names>S. K.</given-names></name> <name><surname>Gairhe</surname><given-names>K. P.</given-names></name> <name><surname>Paudel</surname><given-names>S.</given-names></name> <name><surname>Singh</surname><given-names>D. K.</given-names></name> <name><surname>Dhakal</surname><given-names>I. P.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Tuberculosis seroprevalence and comparison of hematology and biochemistry parameters between seropositive and seronegative captive Asian elephants of Nepal</article-title>. <source>J. Vet. Med. Sci.</source> <volume>83</volume>, <fpage>1278</fpage>&#x2013;<lpage>1283</lpage>. doi: <pub-id pub-id-type="doi">10.1292/jvms.21-0113</pub-id>, <pub-id pub-id-type="pmid">34108338</pub-id></mixed-citation></ref>
<ref id="ref79"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Turk</surname><given-names>R.</given-names></name> <name><surname>Jureti&#x0107;</surname><given-names>D.</given-names></name> <name><surname>Geres</surname><given-names>D.</given-names></name> <name><surname>Svetina</surname><given-names>A.</given-names></name> <name><surname>Turk</surname><given-names>N.</given-names></name> <name><surname>Flegar-Mestri&#x0107;</surname><given-names>Z.</given-names></name></person-group> (<year>2008</year>). <article-title>Influence of oxidative stress and metabolic adaptation on PON1 activity and MDA level in transition dairy cows</article-title>. <source>Anim. Reprod. Sci.</source> <volume>108</volume>, <fpage>98</fpage>&#x2013;<lpage>106</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anireprosci.2007.07.012</pub-id>, <pub-id pub-id-type="pmid">17850995</pub-id></mixed-citation></ref>
<ref id="ref80"><mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Verma</surname><given-names>I.</given-names></name> <name><surname>Surinder</surname><given-names>K. J.</given-names></name> <name><surname>Nirmal</surname><given-names>K. G.</given-names></name></person-group> (<year>2014</year>). &#x201C;<article-title>Oxidative stress in tuberculosis</article-title>&#x201D; in <source>Studies on respiratory diseases</source>. eds. <person-group person-group-type="editor"><name><surname>Ganguly</surname><given-names>N. K.</given-names></name> <etal/></person-group>. (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>101</fpage>&#x2013;<lpage>114</lpage>.</mixed-citation></ref>
<ref id="ref81"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vicente</surname><given-names>J.</given-names></name> <name><surname>Martinez-Guijosa</surname><given-names>J.</given-names></name> <name><surname>Tvarijonaviciute</surname><given-names>A.</given-names></name> <name><surname>Fernandez-de Mera</surname><given-names>I. G.</given-names></name> <name><surname>Gortazar</surname><given-names>C.</given-names></name> <name><surname>Ceron</surname><given-names>J. J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Serum haptoglobin response in red deer naturally infected with tuberculosis</article-title>. <source>Comp. Immunol. Microbiol. Infect. Dis.</source> <volume>64</volume>, <fpage>25</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cimid.2019.01.021</pub-id>, <pub-id pub-id-type="pmid">31174696</pub-id></mixed-citation></ref>
<ref id="ref82"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Waters</surname><given-names>W. R.</given-names></name> <name><surname>Thacker</surname><given-names>T. C.</given-names></name> <name><surname>Nonnecke</surname><given-names>B. J.</given-names></name> <name><surname>Palmer</surname><given-names>M. V.</given-names></name> <name><surname>Schiller</surname><given-names>I.</given-names></name> <name><surname>Oesch</surname><given-names>B.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Evaluation of gamma interferon (IFN-&#x03B3;)-induced protein 10 responses for detection of cattle infected with <italic>Mycobacterium bovis</italic>: comparisons to IFN-&#x03B3; responses</article-title>. <source>Clin. Vaccine Immunol.</source> <volume>19</volume>, <fpage>346</fpage>&#x2013;<lpage>351</lpage>. doi: <pub-id pub-id-type="doi">10.1128/CVI.05657-11</pub-id>, <pub-id pub-id-type="pmid">22237891</pub-id></mixed-citation></ref>
<ref id="ref83"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Widdison</surname><given-names>S.</given-names></name> <name><surname>Schreuder</surname><given-names>L. J.</given-names></name> <name><surname>Villarreal-Ramos</surname><given-names>B.</given-names></name> <name><surname>Howard</surname><given-names>C. J.</given-names></name> <name><surname>Watson</surname><given-names>M.</given-names></name> <name><surname>Coffey</surname><given-names>T. J.</given-names></name></person-group> (<year>2006</year>). <article-title>Cytokine expression profiles of bovine lymph nodes: effects of <italic>Mycobacterium bovis</italic> infection and bacille Calmette-Gu&#x00E9;rin vaccination</article-title>. <source>Clin. Exp. Immunol.</source> <volume>144</volume>, <fpage>281</fpage>&#x2013;<lpage>289</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2249.2006.03053.x</pub-id>, <pub-id pub-id-type="pmid">16634802</pub-id></mixed-citation></ref>
<ref id="ref84"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wood</surname><given-names>P. R.</given-names></name> <name><surname>Jones</surname><given-names>S. L.</given-names></name></person-group> (<year>2001</year>). <article-title>&#x003C;article-title update="added"&#x003E;BOVIGAMTM: an in vitro cellular diagnostic test for bovine tuberculosis</article-title>. <source>Tuberculosis</source> <volume>81</volume>, <fpage>147</fpage>&#x2013;<lpage>155</lpage>. doi: <pub-id pub-id-type="doi">10.1054/tube.2000.0272</pub-id>, <pub-id pub-id-type="pmid">11463236</pub-id></mixed-citation></ref>
<ref id="ref85"><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yehia</surname><given-names>S. G.</given-names></name> <name><surname>Saad</surname><given-names>M. F.</given-names></name> <name><surname>Mosallam</surname><given-names>T. E.</given-names></name> <name><surname>Abdel-Mobdy</surname><given-names>A. E.</given-names></name> <name><surname>Megahed</surname><given-names>E. A.</given-names></name> <name><surname>Aly</surname><given-names>H. H.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Evaluation of oxidative stress, compositional and biochemical changes in milk and serum of cows with subclinical mastitis</article-title>. <source>Comp. Clin. Pathol.</source> <volume>33</volume>, <fpage>643</fpage>&#x2013;<lpage>652</lpage>. doi: <pub-id pub-id-type="doi">10.21203/rs.3.rs-1912881/v1</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/22940/overview">Axel Cloeckaert</ext-link>, Institut National de recherche pour l&#x2019;agriculture, l&#x2019;alimentation et l&#x2019;environnement (INRAE), France</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1454168/overview">Arshi Munawwar</ext-link>, University of Maryland, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2337934/overview">Ankita Kumari</ext-link>, Banaras Hindu University, India</p>
</fn>
</fn-group>
</back>
</article>