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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2024.1491424</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Induction of CD4 T cell memory responses following BCG vaccination in cattle</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sterle</surname> <given-names>Haley M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Putz</surname> <given-names>Ellie J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/422184/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Olsen</surname> <given-names>Steven C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Boggiatto</surname> <given-names>Paola M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>National Animal Disease Center, Agricultural Research Service (USDA)</institution>, <addr-line>Ames, IA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Iowa State University Immunobiology Graduate Program</institution>, <addr-line>Ames, IA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Waithaka Mwangi, Kansas State University, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Jayne Hope, University of Edinburgh, United Kingdom</p>
<p>Renan Marrichi Mauch, Rigshospitalet, University of Copenhagen, Denmark</p>
<p>Mihaela Niculae, University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca, Romania</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Paola Boggiatto, <email>paola.boggiatto@usda.gov</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1491424</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Sterle, Putz, Olsen and Boggiatto.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Sterle, Putz, Olsen and Boggiatto</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p><italic>Mycobacterium bovis</italic>, the causative agent of bovine tuberculosis (bTB), is a zoonotic pathogen that contributes to economic losses in the cattle industry and poses a public health risk worldwide. Bacillus Calmette-Guerin, or BCG, is a live attenuated strain of <italic>M. bovis</italic> that is used for human vaccination against tuberculosis and is considered a potential vaccine candidate against bTB. However, BCG affords widely variable levels of protection against challenge and interferes with current diagnostic methods, and as such, it is not currently approved for use as a livestock or wildlife vaccine in the United States. Many efforts have been made to develop bTB vaccines that are reliable and do not interfere with diagnostic testing, but BCG continues to be the most effective option. Previous work has shown that a T helper 1 immune response is essential for protection against virulent <italic>M. bovis</italic> infection, characterized by CD4<sup>+</sup> central and effector memory T cells. In an effort to identify an efficacious bTB intervention strategy, the study presented here used an <italic>in vitro</italic> recall response assay and concurrent evaluation of CD4<sup>+</sup> T cell proliferation and cytokine production to characterize the surface and functional phenotypes of memory responses to BCG vaccination in cattle. Our findings enhance understanding of the bovine immune response to BCG and provide insights into the development of improved vaccines for the control of bTB.</p>
</abstract>
<kwd-group>
<kwd>BCG</kwd>
<kwd>cattle</kwd>
<kwd>CD4</kwd>
<kwd>T helper 1</kwd>
<kwd>immunological memory</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="24"/>
<page-count count="11"/>
<word-count count="6132"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Veterinary Infectious Diseases</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Bacillus Calmette-Guerin (BCG) is a live attenuated strain of <italic>Mycobacterium bovis</italic>, the causative agent of bovine tuberculosis (bTB), that was developed for human vaccination against <italic>Mycobacterium tuberculosis</italic> in the early 20<sup>th</sup> century (<xref ref-type="bibr" rid="ref1">1</xref>). BCG is still administered to infants in developing countries where tuberculosis (TB) is prevalent in humans but is not used in the United States. BCG is also known to be protective against bTB, though efficacy is variable, and vaccination interferes with diagnostics used for cattle and other wildlife reservoirs (<xref ref-type="bibr" rid="ref1">1</xref>). Therefore, BCG is not licensed for use in livestock or wildlife in the United States. Though efforts have been made to develop reliable vaccines against TB and bTB that do not interfere with diagnostic skin testing (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>), BCG remains the most efficacious option to prevent disease.</p>
<p><italic>M. bovis</italic> is a zoonotic, intracellular pathogen that primarily infects macrophages (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>) and results in granulomatous lesions of the lung and lymph nodes (<xref ref-type="bibr" rid="ref6">6</xref>). CD4<sup>+</sup> T cells and interferon gamma (IFN-&#x03B3;) production are instrumental in controlling mycobacterial infections (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>), both of which are hallmark characteristics of a T helper 1 (Th1) response (<xref ref-type="bibr" rid="ref9">9</xref>). Though IFN-&#x03B3; has been shown to increase mycobacteriostatic activity of macrophages (<xref ref-type="bibr" rid="ref7">7</xref>), increased levels of IFN-&#x03B3; are not directly correlated with protection against bTB (<xref ref-type="bibr" rid="ref10">10</xref>). More recently, <italic>M. bovis</italic> specific CD4<sup>+</sup> T cells were observed in the peripheral blood of challenged cattle using an <italic>in vitro</italic> recall response assay in conjunction with flow cytometry (<xref ref-type="bibr" rid="ref11">11</xref>), allowing for the identification of individual functional populations based on concurrent evaluation of proliferative capability and cytokine production of T cell subsets.</p>
<p>Memory T cells induced by vaccination are essential for protection against infections. In cattle, activated memory cells express the CD45RO isoform of CD45, whereas na&#x00EF;ve and effector T cells express CD45RA and are CD45RO<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="ref12">12</xref>). Activated memory T cells (i.e., CD45RO<sup>+</sup> T cells) consist of a heterogeneous population of cells including central memory (T<sub>CM</sub>), effector memory (T<sub>EM</sub>), and resident memory (T<sub>RM</sub>) T cells; each characterized by distinct expression of surface molecules, function, and migration patterns (<xref ref-type="bibr" rid="ref13">13</xref>). T<sub>CM</sub> and T<sub>EM</sub> populations are both found in peripheral blood (<xref ref-type="bibr" rid="ref14">14</xref>) and are differentiated by their unique proliferative capacities, effector functions, and expression of surface markers CD62L and CCR7. CD62L, or L-selectin, mediates rolling adhesion of T cells along high endothelial venules (HEVs). CCR7 is a chemokine receptor for CCL19 and CCL21, which are found in high concentrations on HEVs and allow firm attachment to endothelial cells for extravasation of T cells into lymph nodes (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). T<sub>CM</sub>, defined as CD45RO<sup>+</sup> CCR7<sup>+</sup> CD62L<sup>+/high</sup> (<xref ref-type="bibr" rid="ref16">16</xref>), circulate through secondary lymphatic tissues (SLT), proliferate rapidly in response to cognate antigen recognition, and can differentiate into effector T cells and T<sub>EM</sub> cells (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref17">17</xref>). T<sub>EM</sub> are defined as CD45RO<sup>+</sup> CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;/low</sup> (<xref ref-type="bibr" rid="ref16">16</xref>), have a low proliferative potential, exhibit strong effector functions, and remain in the periphery (<xref ref-type="bibr" rid="ref14">14</xref>). Unlike T<sub>CM</sub> and T<sub>EM</sub>, T<sub>RM</sub> are preferentially located in peripheral tissues, and do not recirculate (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>Previously, CD4<sup>+</sup> T cells exhibiting surface phenotypes consistent with T<sub>CM</sub> and T<sub>EM</sub> responses were identified in cattle infected with <italic>M. bovis</italic> (<xref ref-type="bibr" rid="ref17">17</xref>). Functional characteristics of CD4<sup>+</sup> T cells, specifically proliferation and IFN-&#x03B3; production, were measured independently in PBMC cultures stimulated with mycobacterial antigens and supplemented with exogenous IL-2. IFN-&#x03B3; or proliferating CD4<sup>+</sup> T cells were further characterized into effector (CD45RO<sup>&#x2212;</sup> CCR7<sup>&#x2212;</sup>), T<sub>CM</sub> (CD45RO<sup>+</sup> CCR7<sup>+</sup>) or T<sub>EM</sub> (CD45RO<sup>+</sup> CCR7<sup>&#x2212;</sup>) populations. After extended <italic>in vitro</italic> stimulation with mycobacterial antigens, a majority of IFN-&#x03B3;<sup>+</sup> CD4<sup>+</sup> T cells exhibited a T<sub>CM</sub> phenotype, while a T<sub>EM</sub> phenotype was predominant in proliferating CD4<sup>+</sup> T cells. Further understanding of the functional potential of CD4<sup>+</sup> T<sub>CM</sub> and T<sub>EM</sub> from <italic>M. bovis</italic> infected cattle was prevented, as the functional parameters were measured independently rather than concurrently.</p>
<p>This study was conducted with the goal of further characterizing long-term memory CD4<sup>+</sup> T cell responses induced by BCG vaccination of cattle. Briefly, we utilized an <italic>in vitro</italic> recall response assay to concurrently evaluate proliferation, IFN-&#x03B3; production, and surface marker expression of CD4<sup>+</sup> T cells to thoroughly describe the phenotypic and functional heterogeneity of memory cells following BCG vaccination. Our data will allow for comparison of functional T cell responses to vaccination and aid in identification of an efficacious bTB vaccine.</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>Vaccination</title>
<p>Yearling Angus cross heifers (<italic>n</italic>&#x2009;=&#x2009;8) were housed in an outdoor facility at the National Animal Disease Center (NADC) in Ames, Iowa. All heifers were vaccinated subcutaneously with 1&#x2009;mL containing 2.4 &#x00D7; 10<sup>5</sup> colony forming units of BCG Danish 1331. Routine protocols to maintain the health and wellbeing of animals during the study were implemented. All animal procedures received prior approval from the NADC Animal Care and Use committee (ARS-21-0990, approval date 02/11/2022).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Peripheral blood mononuclear cell (PBMC) isolation</title>
<p>Whole blood was collected from all heifers at the time of vaccination and at four-week intervals until 24&#x2009;weeks post-vaccination to assess peripheral immune responses. Thirty mL of blood were collected via venipuncture of the jugular vein and added to 3&#x2009;mL of acid citrate dextrose (ACD) anticoagulant. PBMCs were isolated as previously described (<xref ref-type="bibr" rid="ref19">19</xref>). Live cell count was determined for each sample using the Muse&#x00AE; Count and Viability Kit on the Guava&#x00AE; Muse&#x00AE; Cell Analyzer (Luminex). Cell suspensions were adjusted to a final concentration of 1&#x00D7;10<sup>7</sup> cells per mL in complete 1640 RPMI (cRPMI) media containing 20% heat-inactivated FBS, 1% HEPES, 1% non-essential amino acids, 1% essential amino acids, 1% sodium pyruvate, 100&#x2009;U/mL penicillin, 100&#x2009;&#x03BC;g/mL streptomycin, 2&#x2009;nM glutamine, and 50&#x2009;&#x03BC;M 2-beta mercaptoethanol.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Labeling PBMCs for proliferation assay</title>
<p>PBMCs were labeled with the CellTrace&#x2122; Violet (CTV) proliferation kit (Cat. No. C34557, Thermo Fisher Scientific) to track <italic>in vitro</italic> proliferation. PBMC labeling was conducted according to the manufacturer&#x2019;s recommendations with minor modifications. Briefly, CTV dye was reconstituted in 20&#x2009;&#x03BC;L dimethyl sulfoxide (DMSO) provided by the manufacturer, suspended in 780&#x2009;&#x03BC;L PBS, and further diluted 1:10 in sterile Dulbecco&#x2019;s phosphate buffered saline (DPBS). PBMCs were washed in DPBS and centrifuged at 300x g for 10&#x2009;min at room temperature (RT). Supernatants were discarded and cell pellets were resuspended in diluted CTV, then vortexed and incubated for 20&#x2009;min at RT with occasional vortexing. Cells were then washed in DPBS and again centrifuged at 300x g for 10&#x2009;min at RT. Supernatants were discarded, and PBMC were resuspended to a final concentration of 1&#x00D7;10<sup>7</sup> cells per mL in cRPMI.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title><italic>In vitro</italic> recall response assay</title>
<p>To assess <italic>in vitro</italic> recall responses, 100&#x2009;&#x03BC;L of CTV-labeled cRPMI PBMC suspensions (1&#x00D7;10<sup>6</sup> cells) were plated per well in 96 well flat bottom plates and treated with various stimulation conditions. PBMCs were then left unstimulated (media only) or stimulated with &#x03B3;-irradiated <italic>Brucella abortus</italic> strain RB51 antigen (10<sup>7</sup>&#x2009;CFU/well), purified protein derivative of <italic>Mycobacterium bovis</italic> (PPDb), or Concanavalin A (ConA). All stimulation conditions were plated in duplicate. Plates were incubated for 7&#x2009;days at 37&#x00B0;C with 5% CO<sub>2</sub>. Sixteen hours prior to beginning cell staining procedure on day 7, all cells were either treated with eBioscience&#x2122; protein transport inhibitor (Cat. No. 00&#x2013;4980-93, Thermo Fisher Scientific) or restimulated with eBioscience&#x2122; cell stimulation cocktail plus protein transport inhibitors (Cat. No. 00&#x2013;4975-93, Thermo Fisher Scientific) for assessment of intracellular cytokine production.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Surface marker and intracellular cytokine staining</title>
<p>PBMCs were harvested on day 7 and washed twice in DPBS at 300x g for 5&#x2009;min at RT. PBMCs were then incubated with eBioscience eFluor&#x2122; 780 fixable viability dye (Cat. No. 65&#x2013;0865-14, Thermo Fisher Scientific) for 20&#x2009;min at 4&#x00B0;C and subsequently washed via centrifugation as previously described, once with DPBS and once with FACS buffer (PBS&#x2009;+&#x2009;0.5% fetal bovine serum (FBS)). PBMCs were incubated with a primary anti-bovine CD45RO antibody (clone IL-A116, Cat. No. MCA2434GA, BioRad) for 15&#x2009;min at room temperature and then incubated with a secondary anti-mouse IgG3 BUV395-labeled antibody (clone R40-82, Cat. No. 744138, BD Biosciences) for 15&#x2009;min at RT. FACS buffer was used to wash cells twice, and cells were then incubated with FITC labeled anti-bovine CD4 (clone CC8, Cat. No. MCA1653F, BioRad), BV650 labeled anti-human CD62L (clone DREG-56, Cat. No. 304832, BioLegend), and PE-Cy7 labeled anti-human CCR7 (clone 3D12, Cat. No. 557648, BD Biosciences) antibodies for 15&#x2009;min at RT. Following incubation and two washes in FACS buffer, cells were fixed and permeabilized using the BD Cytofix/Cytoperm kit (Cat. No. 554714, BD Biosciences) according to manufacturer&#x2019;s recommendations. Intracellular staining was then carried out by incubating cells with PE labeled anti-bovine IFN-&#x03B3; antibody (clone CC302, Cat. No. MCA1783PE, BioRad) for 30&#x2009;min at room temperature. Cells were washed once with 1X wash/perm buffer and once with FACS buffer. Cells were then resuspended in 200&#x2009;&#x03BC;L FACS buffer and proliferation, cytokine production, and surface markers were concurrently analyzed using a BD FACSymphony A5 flow cytometer (BD Biosciences). A total of 50,000 live cells were targeted for collection. Additionally, all data analyzed used a threshold of at least 1,000 live CD4<sup>+</sup> T cells for inclusion in the analysis. Resulting data was analyzed using FlowJo software (version 10.8).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Data and statistical analysis</title>
<p>The study was designed to follow vaccine-induced T cell responses over 24&#x2009;weeks, comparing functional and phenotypic results back to control samples at the Day 0 pre-vaccination time point. Internal assay controls to evaluate the effect of environmental factors and potential non-cognate antigen responses were also included at each time point with unstimulated, RB51 stimulated, and ConA stimulated PBMCs.</p>
<p>All data were analyzed using a simple auto regressive model (AR1) in R (version 4.2.0). Time point (weeks post vaccination) was set as a fixed effect for all data. Depending on the data, either stimulation condition or cell type and the interaction between weeks post vaccination were also set as fixed effects. Pairwise comparisons of Least Squares Means were conducted to determine significant differences between specific contrasts of interest such as stimulation conditions or cell types at each time point. Significance was determined when <italic>p</italic>-value &#x2264;0.05, and error bars represent standard errors.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3</label>
<title>Results</title>
<sec id="sec10">
<label>3.1</label>
<title>CD4<sup>+</sup> T cell proliferative responses following BCG vaccination</title>
<p>We first characterized the population of CD4<sup>+</sup> T cells responding to BCG vaccination in the peripheral blood of vaccinated animals. PBMCs were stimulated <italic>in vitro</italic> under various conditions and flow cytometry was used to identify BCG-specific CD4<sup>+</sup> T cells using proliferation as a marker of antigen specificity (<xref ref-type="fig" rid="fig1">Figure 1</xref>). When PBMCs from BCG vaccinated cattle were left unstimulated or stimulated with an unrelated antigen (&#x03B3;-irradiated RB51), a CD4<sup>+</sup> T cell proliferative response was not observed at any of the time points analyzed (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Conversely, when PBMCs were stimulated with PPDb, a significant increase in the number of proliferating CD4<sup>+</sup> T cells was observed as compared to unstimulated controls (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01) or RB51 stimulated CD4<sup>+</sup> T cells (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, not shown) at 4, 8, 12, 16, and 20&#x2009;weeks post vaccination (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Peak proliferative CD4<sup>+</sup> T cell responses were observed at 8&#x2009;weeks post vaccination which subsequently declined until the end of the study. Our data demonstrated that BCG vaccination elicited a significant antigen specific CD4<sup>+</sup> T cell response in the peripheral blood of cattle.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Gating strategy used for flow cytometry analysis. Representative dot plots are shown describing the gating strategy for <bold>(A)</bold> lymphocytes, <bold>(B)</bold> single cells, <bold>(C)</bold> live cells, <bold>(D)</bold> CD4<sup>+</sup> T cell subset, and <bold>(E)</bold> antigen-specific proliferation.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g001.tif"/>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>PPDb-specific CD4<sup>+</sup> T cells proliferate in response to stimulation. Representative dot plots from one animal showing proliferation of CD4<sup>+</sup> T cells at 8&#x2009;weeks post vaccination in response to <bold>(A)</bold> media only (unstimulated cells), <bold>(B)</bold> &#x03B3;-irradiated RB51, and <bold>(C)</bold> PPDb. <bold>(D)</bold> Mean numbers of proliferating CD4<sup>+</sup> T cells following 7&#x2009;days of either <italic>in vitro</italic> PPDb stimulation (red line), <italic>in vitro</italic> RB51 stimulation (blue line), or unstimulated cells (gray line). Error bars represent standard errors. &#x002A;&#x002A; p&#x2009;&#x2264;&#x2009;0.01, &#x002A;&#x002A;&#x002A; p&#x2009;&#x2264;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g002.tif"/>
</fig>
</sec>
<sec id="sec11">
<label>3.2</label>
<title>CD45RO expression within the PPDb-specific CD4<sup>+</sup> T cell population</title>
<p>After establishing the presence of a PPDb-specific CD4<sup>+</sup> T cell population, CD45RO surface expression was analyzed to differentiate activated memory cells from effector cells. Proliferating CD4<sup>+</sup> T cells were gated as either CD45RO<sup>+</sup> or CD45RO<sup>&#x2212;</sup> (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). As shown in <xref ref-type="fig" rid="fig3">Figure 3B</xref>, the majority (&#x003E; 70%) of the PPDb-specific CD4<sup>+</sup> T cells were CD45RO<sup>+</sup> at 4, 8, 12, 16, and 20&#x2009;weeks post vaccination. Additionally, the number of PPDb-specific activated memory CD4<sup>+</sup> T cells significantly increased at 4, 8, and 16&#x2009;weeks following BCG vaccination when compared to time point 0 (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). Though fewer in number, PPDb-specific CD4<sup>+</sup> CD45RO<sup>&#x2212;</sup> effector T cells were observed at all time points but did not increase significantly at any time point (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.40). Ultimately, increases in the number of PPDb-specific CD4<sup>+</sup> T cells following BCG vaccination were predominantly driven by activated memory CD45RO<sup>+</sup> CD4<sup>+</sup> T cells rather than effector CD45RO<sup>&#x2212;</sup> CD4<sup>+</sup> T cells.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>PPDb-specific CD4<sup>+</sup> T cells preferentially exhibit the CD45RO<sup>+</sup> phenotype. A representative dot plot shows discrimination of PPDb-specific CD45RO<sup>+</sup> and CD45RO<sup>&#x2212;</sup> CD4<sup>+</sup> T cells during flow cytometry gating <bold>(A)</bold>. The number of PPDb-specific CD45RO<sup>+</sup> (black bars) is compared to PPDb-specific CD45RO<sup>&#x2212;</sup> (white bars) at each time point following vaccination with BCG. CD45RO<sup>+</sup> and CD45RO<sup>&#x2212;</sup> bars together represent total number of proliferating CD4<sup>+</sup> T cells in response to 7&#x2009;days of <italic>in vitro</italic> PPDb stimulation at each time point <bold>(B)</bold>. &#x002A; p&#x2009;&#x2264;&#x2009;0.05, &#x002A;&#x002A;&#x002A; p&#x2009;&#x2264;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g003.tif"/>
</fig>
</sec>
<sec id="sec12">
<label>3.3</label>
<title>Subsets of PPDb-specific memory CD4<sup>+</sup> T cells</title>
<p>To further analyze T cell memory subsets elicited following BCG vaccination, PPDb-specific (i.e., proliferating) CD45RO<sup>+</sup> CD4<sup>+</sup> T cells were gated based on their surface expression of CCR7 and CD62L. Four populations of cells were identified: CCR7<sup>&#x2212;</sup> CD62L<sup>+</sup>, CCR7<sup>+</sup> CD62L<sup>+</sup> (T<sub>CM</sub>), CCR7<sup>+</sup> CD62L<sup>&#x2212;</sup>, and CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> (T<sub>EM</sub>) (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). We observed a significant increase in the number of cells within all subsets after vaccination. Peak cell numbers were observed at 8&#x2009;weeks post BCG vaccination, and subsequently declined to pre-vaccination levels by 24&#x2009;weeks post vaccination (<xref ref-type="fig" rid="fig4">Figures 4B</xref>&#x2013;<xref ref-type="fig" rid="fig4">E</xref>). Numbers of CD62L single positive and CCR7/CD62L double negative CD45RO<sup>+</sup> CD4<sup>+</sup> T cells were greater (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) after PPDb stimulation than in unstimulated cultures at 4, 8, 16, and 4, 8, and 12&#x2009;weeks post vaccination, respectively (<xref ref-type="fig" rid="fig4">Figures 4B</xref>&#x2013;<xref ref-type="fig" rid="fig4">C</xref>). However, numbers of CCR7 single positive and CCR7/CD62L double negative CD45RO<sup>+</sup> CD4<sup>+</sup> T cells were both greater (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) in PPDb stimulated cells at 4, 8, 12, 16, and 20&#x2009;weeks post vaccination when compared to cells in unstimulated cultures (<xref ref-type="fig" rid="fig4">Figures 4D</xref>&#x2013;<xref ref-type="fig" rid="fig4">E</xref>). When comparing all populations, the number of cells expressing a T<sub>EM</sub> phenotype (CCR7/CD62L double negative) were consistently the most prevalent, making up 53&#x2013;62% of the total number of CD45RO<sup>+</sup> CD4<sup>+</sup> T cells at each time point. T<sub>EM</sub> CD4<sup>+</sup> T cells were significantly higher at 4, 8, 16, and 20&#x2009;weeks post vaccination (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) when compared to the three other subsets. At 12&#x2009;weeks post vaccination, the number of T<sub>EM</sub> CD4<sup>+</sup> T cells were greater (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) than all other subsets except the CCR7 single positive population (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.1) (<xref ref-type="fig" rid="fig4">Figure 4F</xref>). At all sampling times, T<sub>CM</sub> (CCR7/CD62L double positive) cells were the least prevalent memory cell subset, with single positive populations expressed at intermediate levels (<xref ref-type="fig" rid="fig4">Figure 4F</xref>). Based on CCR7 and CD62L surface expression, our data indicate the presence of four unique PPDb-specific memory CD4<sup>+</sup> T cell subsets following BCG vaccination. Furthermore, our data demonstrates that the majority of the CD4<sup>+</sup> T cell memory population is composed of CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> CD45RO<sup>+</sup> CD4<sup>+</sup> T cells consistent with a T<sub>EM</sub> phenotype.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Four subsets of PPDb-specific CD45RO<sup>+</sup> CD4<sup>+</sup> T cells are observed following vaccination with BCG. Representative dot plot shows four CD45RO<sup>+</sup> memory subsets defined by CCR7 and CD62L expression <bold>(A)</bold>. A significant number of CCR7<sup>&#x2212;</sup> CD62L<sup>+</sup> <bold>(B)</bold>, CCR7<sup>+</sup> CD62L<sup>+</sup> T<sub>CM</sub> <bold>(C)</bold>, CCR7<sup>+</sup> CD62L<sup>&#x2212;</sup> <bold>(D)</bold>, and CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> T<sub>EM</sub> <bold>(E)</bold> cells are observed after 7&#x2009;days of <italic>in vitro</italic> PPDb stimulation at various time points when compared to unstimulated cells incubated in media only. Counts of each subset are shown using a standard axis, with the total of all four subsets being equivalent to the overall number of PPDb-specific CD45RO<sup>+</sup> CD4<sup>+</sup> T cells at each time point post vaccination <bold>(F)</bold>. <italic>&#x002A;p</italic>&#x2009;&#x2264;&#x2009;0.05, &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g004.tif"/>
</fig>
</sec>
<sec id="sec13">
<label>3.4</label>
<title>IFN-&#x03B3; production by PPDb-specific CD4<sup>+</sup> T cell memory subsets</title>
<p>We analyzed each PPDb-specific memory subset for IFN-&#x03B3; production as a measure of effector function in response to antigen stimulation. IFN-&#x03B3;<sup>+</sup> and IFN-&#x03B3;<sup>&#x2212;</sup> populations within the four CD4<sup>+</sup> T cell memory subsets were identified using flow cytometry as shown in <xref ref-type="fig" rid="fig5">Figure 5A</xref>. Within all four memory populations, we observed a trend for increased numbers of PPDb-specific IFN-&#x03B3;<sup>+</sup> cells following BCG vaccination (<xref ref-type="fig" rid="fig5">Figures 5B</xref>&#x2013;<xref ref-type="fig" rid="fig5">E</xref>). CD62L single positive, CD62L/CCR7 double positive, and CCR7 single positive subsets had a significant number of IFN-&#x03B3;<sup>+</sup> cells at 4&#x2009;weeks post vaccination (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), though the total number of PPDb-specific cells within each subset did not peak until 8&#x2009;weeks post vaccination. When comparing the number of IFN-&#x03B3;-producing cells among all subsets, T<sub>EM</sub> CD4<sup>+</sup> T cells had greater number of IFN-&#x03B3;<sup>+</sup> cells at 4, 8, 16, and 20&#x2009;weeks post vaccination (<xref ref-type="fig" rid="fig5">Figure 5F</xref>). Taken together, our data demonstrate that PPDb-stimulated cells in each of the four unique memory CD4<sup>+</sup> T cell subsets are capable of producing IFN-&#x03B3;, yet there is a percentage of cells that do not produce IFN-&#x03B3;. Additionally, the majority of IFN-&#x03B3;-producing cells appear to arise from a population of CD4<sup>+</sup> T cells exhibiting a T<sub>EM</sub> phenotype.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>PPDb-specific cells of each CD45RO<sup>+</sup> subtype produce IFN-&#x03B3; in response to 7&#x2009;days of <italic>in vitro</italic> stimulation. Representative dot plot shows gating for PPDb-specific IFN-&#x03B3;<sup>+</sup> and IFN-&#x03B3;<sup>&#x2212;</sup> CD45RO<sup>+</sup> CD4<sup>+</sup> T cell subsets. Gating is based on IFN-&#x03B3; single stain control <bold>(A)</bold>. Number of PPDb-specific IFN-&#x03B3;<sup>+</sup> (black bars) and IFN-&#x03B3;<sup>&#x2212;</sup> (white bars) CD45RO<sup>+</sup> CD4<sup>+</sup> T cells within the CCR7<sup>&#x2212;</sup> CD62L<sup>+</sup> <bold>(B)</bold>, CCR7<sup>+</sup> CD62L<sup>+</sup> T<sub>CM</sub> <bold>(C)</bold>, CCR7<sup>+</sup> CD62L<sup>&#x2212;</sup> <bold>(D)</bold>, and CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> T<sub>EM</sub> <bold>(E)</bold> subsets are shown. Counts of IFN-&#x03B3;<sup>+</sup> and IFN-&#x03B3;<sup>&#x2212;</sup> cells together represent the total number of unique CD45RO<sup>+</sup> subset at each time point post vaccination <bold>(B&#x2013;E)</bold>. Counts of IFN-&#x03B3;<sup>+</sup> cells within each subset are shown using a standard axis, with the total count of all four subsets being equivalent to the overall number of PPDb-specific IFN-&#x03B3;<sup>+</sup> CD45RO<sup>+</sup> CD4<sup>+</sup> T cells at each time point post vaccination <bold>(F)</bold>. &#x002A;p&#x2009;&#x2264;&#x2009;0.05.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g005.tif"/>
</fig>
</sec>
<sec id="sec14">
<label>3.5</label>
<title>Effects of PMA/ionomycin restimulation on IFN-&#x03B3; production</title>
<p>To determine if the number of antigen-specific IFN-&#x03B3;<sup>+</sup> CD4<sup>+</sup> memory T cells could be enhanced, cells were restimulated with PMA/ionomycin for the final 16&#x2009;h of <italic>in vitro</italic> incubation with PPDb antigen. Restimulation with PMA/ionomycin caused most of the cells within each memory subset to produce IFN-&#x03B3;, and very few cells in any subset remained IFN-&#x03B3;<sup>&#x2212;</sup> (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). Restimulation resulted in a significant increase in the number of IFN-&#x03B3;<sup>+</sup> cells within each memory subset at most time points (<xref ref-type="fig" rid="fig6">Figures 6B</xref>&#x2013;<xref ref-type="fig" rid="fig6">E</xref>). The number of IFN-&#x03B3;<sup>+</sup> T<sub>EM</sub> CD4<sup>+</sup> T cells was significantly greater than all other subsets between 4 and 20&#x2009;weeks after vaccination (<xref ref-type="fig" rid="fig6">Figure 6F</xref>). Collectively, our data demonstrates that the vast majority of CD4<sup>+</sup> T cells within all PPDb-specific memory subsets have the functional capacity to produce IFN-&#x03B3;.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>A majority of PPDb-specific CD4<sup>+</sup> T cells within each CD45RO<sup>+</sup> subtype have the capacity to produce IFN-&#x03B3;. Representative dot plot shows gating for PPDb-specific IFN-&#x03B3;<sup>+</sup> and IFN-&#x03B3;<sup>&#x2212;</sup> CD45RO<sup>+</sup> CD4<sup>+</sup> T cells stimulated with PMA/ionomycin. Gating is based on IFN-&#x03B3; single stain control <bold>(A)</bold>. Number of PPDb-specific IFN-&#x03B3;<sup>+</sup> (black bars) and IFN-&#x03B3;<sup>&#x2212;</sup> (white bars) CD45RO<sup>+</sup> CD4<sup>+</sup> T cells within the subtypes CCR7<sup>&#x2212;</sup> CD62L<sup>+</sup> <bold>(B)</bold>, CCR7<sup>+</sup> CD62L<sup>+</sup> T<sub>CM</sub> <bold>(C)</bold>, CCR7<sup>+</sup> CD62L<sup>&#x2212;</sup> <bold>(D)</bold>, and CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> T<sub>EM</sub> <bold>(E)</bold>. The count of IFN-&#x03B3;<sup>+</sup> and IFN-&#x03B3;<sup>&#x2212;</sup> cells represents the total number of unique CD45RO<sup>+</sup> subset at each time point post vaccination <bold>(B-E)</bold>. Counts of IFN-&#x03B3;<sup>+</sup> cells within each subset are shown using a standard axis, with the total count of all four subsets being equivalent to the overall number of PPDb-specific IFN-&#x03B3;<sup>+</sup> CD45RO<sup>+</sup> CD4<sup>+</sup> T cells at each time point post vaccination when stimulated with PMA/ionomycin <bold>(F)</bold>. &#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05; &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.01; &#x002A;&#x002A;&#x002A;<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001.</p>
</caption>
<graphic xlink:href="fvets-11-1491424-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec15">
<label>4</label>
<title>Discussion</title>
<p>It has been well established that antigen-specific memory T cells allow for the rapid induction of a protective cell-mediated immune response against infectious pathogens (<xref ref-type="bibr" rid="ref20">20</xref>). Effective vaccination strategies result in generation of long-lived memory T cells, which proliferate and provide effector functions upon recognition of pathogen-specific antigens. Understanding the magnitude and kinetics of the memory response induced following vaccination or infection is necessary to characterize the nature and duration of immunity.</p>
<p>Although there is currently no approved bTB vaccine, BCG continues to be the vaccine candidate with the most potential for adaptation for use in domestic livestock. While <italic>M. bovis</italic> antigen-specific CD4<sup>+</sup> T cells can be expanded <italic>in vitro</italic> from PBMC isolated from BCG vaccinated cattle (<xref ref-type="bibr" rid="ref7">7</xref>), investigation into the memory subsets and concurrent assessment of effector functions (i.e., proliferation and cytokine production) of memory CD4<sup>+</sup> T cells has not been reported to our knowledge. Therefore, in the study presented here, we further characterized CD4<sup>+</sup> T cell memory responses induced following BCG vaccination in cattle. Using proliferation as a measure of antigen specificity, we identified four PPDb-specific CD4<sup>+</sup> T cell memory subsets in the peripheral blood of BCG vaccinated cattle based on surface expression of known memory T cell markers CD45RO, CCR7, and CD62L (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref16">16</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). Our data demonstrates that within each subset, cells are capable of producing IFN-&#x03B3; after PPDb stimulation alone or in response to additional stimulation.</p>
<p>Analysis of the PPDb-specific CD4<sup>+</sup> T cell population revealed that the majority of proliferating cells are CD45RO<sup>+</sup>, indicating that memory T cells are the predominant population within the circulating CD4<sup>+</sup> T cell response. This memory population is established early after vaccination with peak responses approximately 8&#x2009;weeks post vaccination. Further phenotypic characterization of CD45RO<sup>+</sup> CD4<sup>+</sup> T cells indicate that the majority of the memory population is composed of CCR7<sup>&#x2212;</sup> CD62L<sup>&#x2212;</sup> cells consistent with a T<sub>EM</sub> phenotype, while CCR7<sup>+</sup> CD62L<sup>+</sup> T<sub>CM</sub> cells are much lower in number. The contrast in the relative contribution of T<sub>EM</sub> and T<sub>CM</sub> to the memory population may have been influenced by the assay used to characterize T cells as well as the location of PBMC collection. T<sub>CM</sub> are not terminally differentiated and can simultaneously proliferate and transition to effector subtypes (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). Since T<sub>EM</sub> lack the capacity to proliferate rapidly (<xref ref-type="bibr" rid="ref14">14</xref>), the proliferating, antigen-specific T<sub>EM</sub> observed following 7 days of <italic>in vitro</italic> PPDb stimulation likely differentiated from PPDb-specific T<sub>CM</sub>. The capacity of PPDb-specific T<sub>CM</sub> to expand and differentiate to T<sub>EM</sub> under <italic>in vitro</italic> conditions may correlate to protection against bovine tuberculosis, though an appropriate challenge study would be necessary to test this hypothesis. <italic>In vivo</italic>, circulating T<sub>EM</sub> are confined to the peripheral blood under homeostatic conditions, whereas T<sub>CM</sub> recirculate through secondary lymphoid organs in addition to peripheral blood (<xref ref-type="bibr" rid="ref13">13</xref>). Therefore, a fraction of T<sub>CM</sub> were effectively inaccessible for collection in peripheral blood, resulting in an inherently higher prevalence of T<sub>EM</sub> in the blood samples collected for analysis.</p>
<p>In addition to the classical T<sub>CM</sub> and T<sub>EM</sub> memory subsets typically emphasized in the literature, we also identified populations of PPDb-specific CD45RO<sup>+</sup> CD4<sup>+</sup> T cells that expressed either CCR7 or CD62L independently. These CCR7 and CD62L single positive CD45RO<sup>+</sup> CD4<sup>+</sup> T cells constituted a significant portion of the memory population in our study and were more prevalent than CD4<sup>+</sup> T<sub>CM</sub>. CD62L and CCR7 expression on lymphocytes together mediate rolling adhesion and attachment to HEVs for lymph node entry. This extravasation of lymphocytes through HEVs is a step-wise process, and cannot occur without either initiation of rolling adhesion by adhesion molecules or firm attachment regulated by chemokine receptors (<xref ref-type="bibr" rid="ref15">15</xref>). However, CD4<sup>+</sup> T cells that express CCR7 but not CD62L have been identified <italic>ex vivo</italic> in the peripheral blood, spleen, and lymph nodes of mice, indicating that these surface molecules are not strictly co-regulated and can be expressed on the surface of CD4<sup>+</sup> T cells independently (<xref ref-type="bibr" rid="ref22">22</xref>). Unpublished work from our laboratory also identified CCR7 and CD62L single positive CD45RO<sup>+</sup> CD4<sup>+</sup> T cells in the peripheral blood of cattle in an <italic>in vitro</italic> recall response assay following brucellosis vaccination [unpublished data], confirming independent expression of these surface molecules in cattle. Knowing that T<sub>CM</sub> proliferate and transition to T<sub>EM</sub> upon cognate antigen recognition (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref16">16</xref>), CCR7 and CD62L single positive memory CD4<sup>+</sup> T cells may be in a transition state between T<sub>CM</sub> and T<sub>EM</sub>. Further characterization of the distribution of CD45RO<sup>+</sup> CD4<sup>+</sup> T cell subsets in peripheral blood and immune tissues of cattle <italic>ex vivo</italic> will allow us to determine whether CCR7 and CD62L single positive memory CD4<sup>+</sup> T cells are present in cattle under homeostatic conditions, or if our observation is dependent on <italic>in vitro</italic> antigen stimulation.</p>
<p>IFN-&#x03B3; production by CD4<sup>+</sup> T cells is a hallmark of a Th1 immune response (<xref ref-type="bibr" rid="ref9">9</xref>), which is known to be critical for protection against mycobacterial infections (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). Previous work has shown that amount of IFN-&#x03B3; produced does not directly correlate to the protection provided against <italic>M. bovis</italic> challenge (<xref ref-type="bibr" rid="ref10">10</xref>), though the source of IFN-&#x03B3; may be of more importance (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). We assessed the IFN-&#x03B3; producing potential of each memory subset characterized and found that only a portion of PPDb-specific memory CD4<sup>+</sup> T cells produce IFN-&#x03B3; in response to antigen stimulation. This was not a subset-dependent observation, as it occurred in T<sub>CM</sub>, T<sub>EM</sub>, and CCR7 and CD62L single positive CD4<sup>+</sup> memory T cell subsets. The highest number of IFN-&#x03B3;<sup>+</sup> cells was found to be within the most prevalent memory subset, T<sub>EM</sub>, coinciding with the established role of T<sub>EM</sub> as rapid cytokine producers upon cognate antigen recognition (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). Though by definition T<sub>CM</sub> CD4<sup>+</sup> T cells are not major sources of IFN-&#x03B3; (<xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref21">21</xref>), studies in humans have shown that IFN-&#x03B3; production by tuberculosis antigen-specific CD4<sup>+</sup> T<sub>CM</sub> in peripheral blood positively correlates with recovery from tuberculosis (<xref ref-type="bibr" rid="ref23">23</xref>). Our observation of PPDb-specific IFN-&#x03B3;<sup>+</sup> T<sub>CM</sub> in the peripheral blood of BCG vaccinated cattle coincides with previous findings which identified these cells in the peripheral blood of <italic>M. bovis</italic> infected cattle using an ELISPOT assay after 14&#x2009;days of PBMC culture (<xref ref-type="bibr" rid="ref17">17</xref>). We were able to demonstrate IFN-&#x03B3; production by PPDb-specific CD4<sup>+</sup> T<sub>CM</sub> using surface marker and intracellular staining after only 7&#x2009;days of PBMC culture, suggesting the time required for IFN-&#x03B3; expression in this important cell population is at least half of what was previously reported.</p>
<p>The presence of PPDb-specific memory CD4<sup>+</sup> T cells that do not produce IFN-&#x03B3; led us to ask whether these cells had the potential to produce this cytokine if given additional signals. Addition of PMA/ionomycin resulted in production of IFN-&#x03B3; by a vast majority of PPDb-specific memory cells within all four subsets, indicating that these cells have the capacity to express IFN-&#x03B3; given additional signals. Production of IFN-&#x03B3; indicates polarization of the PPDb-specific CD45RO<sup>+</sup> CD4<sup>+</sup> T cells to a Th1 phenotype. Th1 CD4<sup>+</sup> T cells may also produce interleukin-2 (IL-2) and tumor necrosis factor-alpha (TNF-<inline-formula>
<mml:math id="M1">
<mml:mi>&#x03B1;</mml:mi>
</mml:math>
</inline-formula>), or any combination of these cytokines with or without concurrent IFN-&#x03B3; production (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Even though a portion of PPDb-specific CD45RO<sup>+</sup> CD4<sup>+</sup> memory T cells did not produce IFN-&#x03B3; without PMA/ionomycin stimulation, our data demonstrate that BCG vaccination of cattle induces antigen-specific memory cells polarized toward a Th1 phenotype that require additional signals to produce IFN-&#x03B3;. These data suggest that the potential to produce IFN-&#x03B3; and/or other cytokines solely based on antigen stimulation may be an under-estimate of the capabilities of memory CD4<sup>+</sup> T cells. Measuring cytokines in cell culture supernatants or using additional intracellular cytokine staining to further evaluate cytokine profiles after BCG vaccination or <italic>M. bovis</italic> challenge may allow for identification of direct correlates of protection for bovine tuberculosis.</p>
<p>Our data indicate that BCG vaccination of cattle induces development of four subsets of PPDb-specific memory CD4<sup>+</sup> T cells with effector phenotypes consistent with a Th1 immune response, which is known to be important for protection against <italic>M. bovis</italic> (<xref ref-type="bibr" rid="ref7 ref8 ref9">7&#x2013;9</xref>). T<sub>EM</sub> capable of producing IFN-&#x03B3; were observed in high numbers after <italic>in vitro</italic> antigen stimulation up to 20&#x2009;weeks following BCG vaccination, indicating a strong effector memory response. T<sub>CM</sub> and single positive CCR7 and CD62L memory CD4<sup>+</sup> T cells were observed to produce IFN-&#x03B3; and contribute to the memory response in addition to T<sub>EM</sub>. Though our focus in this study was on the contribution of CD4<sup>+</sup> T cells to the peripheral immune response to <italic>M. bovis</italic> in cattle, we acknowledge that protection against bTB encompasses a much more complex, heterogenous population of immune cells. Additionally, this work utilizes <italic>in vitro</italic> antigen stimulation of PBMCs, which may not reflect the complete <italic>in vivo</italic> immune environment. However, this characterization of the CD4<sup>+</sup> T cell subsets and kinetics of the memory response induced by BCG vaccination in cattle will contribute to development of a more efficacious vaccine for bovine tuberculosis.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec16">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: Ag Data Commons 10.15482/USDA.ADC/26871160.</p>
</sec>
<sec sec-type="ethics-statement" id="sec17">
<title>Ethics statement</title>
<p>The animal study was approved by the National Animal Disease Center Animal Care and Use Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec18">
<title>Author contributions</title>
<p>HS: Conceptualization, Data curation, Formal analysis, Investigation, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EP: Conceptualization, Formal analysis, Project administration, Supervision, Writing &#x2013; review &#x0026; editing. SO: Funding acquisition, Methodology, Resources, Supervision, Writing &#x2013; review &#x0026; editing. PB: Conceptualization, Formal Analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec19">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was funded by the USDA CRIS 5030&#x2013;32000-234.</p>
</sec>
<ack>
<p>We would like to thank Kolby Stallman, Derek Vermeer, Jonathan Gardner, Caitlyn Ehrlich, and Tiffany Williams of the Animal Resource Unit at the NADC for their assistance with animal husbandry and sample collection. We also thank Dr. Mitchell Palmer for manuscript review and edits, Dr. Kaitlyn Sarlo-D&#x00E1;vila for assistance with statistical analysis, Lilia Walther for technical support, and Sam Humphrey for assistance with flow cytometry and data analysis.</p>
</ack>
<sec sec-type="COI-statement" id="sec20">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec21">
<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>
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