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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Anim. Sci.</journal-id>
<journal-title>Frontiers in Animal Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Anim. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-6225</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fanim.2023.1180967</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Animal Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Relationship of field and <italic>in vitro</italic> fertility of dairy bulls with sperm parameters, including DAG1 and SERPINA5 proteins</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zoca</surname>
<given-names>Saulo Menegatti</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/2313787/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Walker</surname>
<given-names>Julie A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kline</surname>
<given-names>Adalaide C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2292391"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Andrews</surname>
<given-names>Taylor N.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rich</surname>
<given-names>Jerica J. J.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Epperson</surname>
<given-names>Kaitlin M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Drum</surname>
<given-names>Jessica Nora</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1570609"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ortega</surname>
<given-names>M. Sofia</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1103596"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cushman</surname>
<given-names>Robert A.</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Perry</surname>
<given-names>George A.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2074335"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Animal Science, University of Tennessee</institution>, <addr-line>Knoxville, TN</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Animal Science, South Dakota State University</institution>, <addr-line>Brookings, SD</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Agriculture, Arkansas State University</institution>, <addr-line>Jonesboro, AR</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Animal Science, Texas A&amp;M University, College Station</institution>, <addr-line>College Station, TX</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Texas A&amp;M AgriLife Research and Extension Center</institution>, <addr-line>Overton, TX</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Division of Animal Sciences, University of Missouri</institution>, <addr-line>Columbia, MO</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Animals and Dairy Science, University of Wisconsin</institution>, <addr-line>Madison, WI</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Roman L. Hruska US Meat Animal Research Center, United States Department of Agriculture -Agriculture Research Services (USDA-ARS)</institution>, <addr-line>Clay Center, NE</addr-line>, <country>United States</country>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ma&#xed;ra Bianchi Rodrigues Alves, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Renata Lan&#xe7;oni, Federal University of Uberlandia, Brazil; C&#xe9;line Augi&#xe8;re, Laval University, Canada</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: George A. Perry, <email xlink:href="mailto:George.perry@ag.tamu.edu">George.perry@ag.tamu.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;Mention of trade names or commercial products in this publication is solely for the purpose of providing specific information and does not imply recommendation or endorsement by the US Department of Agriculture. The USDA is an equal opportunity provider and employer</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1180967</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zoca, Walker, Kline, Andrews, Rich, Epperson, Drum, Ortega, Cushman and Perry</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zoca, Walker, Kline, Andrews, Rich, Epperson, Drum, Ortega, Cushman and Perry</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Sperm interacts with the female reproductive tract and oocyte through proteins, and these cell-to-cell interactions may play a role in sperm fertility. For consideration of a protein as a potential marker of fertility, there must be variability expressed among animals. The proteins dystroglycan (DAG1) and plasma serine protease inhibitor (SERPINA5) have been reported to play a role in cell-to-cell interactions. Thus, the objectives of this study were to characterize the localization and abundance variability of DAG1 and SERPINA5 in bovine sperm, and to investigate the relationship of DAG1 and SERPINA5 with field fertility (i.e., sire conception rate; SCR), <italic>in vitro</italic> embryo production (IVP), and sperm parameters.</p>
</sec> <sec>
<title>Material and methods</title>
<p>Dairy bulls (n = 22) were classified as high-SCR (SCR &gt; 1.0) or low-SCR (SCR &lt; &#x2013;4.0), and good [blastocyst (BL)-by-cleavage (CL) ratio (BL/CL) &gt; 39%] or poor (BL/CL &lt; 38%) BL/CL. Sperm was evaluated for DAG1 and SERPINA5 immunolocalization, and concentration in two separate ejaculates. Variance between bulls compared with within bulls was evaluated using a generalized linear model (GLM) procedure. The relationship of SCR and IVP classification on DAG1 and SERPINA5 concentrations, percentage of tail labeled for SERPINA5, SCR, sperm total and progressive motility, sperm plasma membrane integrity (PMI), CL, BL, and BL/CL were evaluated with the GLIMMIX procedure, and the correlations between these variables were evaluated.</p>
</sec> <sec>
<title>Results</title>
<p>Both proteins were localized on the sperm head; however, SERPINA5 was also localized on the sperm tail. There was greater variance in concentration among bulls than within bulls for DAG1 (<italic>P</italic> &lt; 0.0001; 69.4 <italic>vs</italic>. 49.1, respectively) and SERPINA5 (<italic>P</italic> &lt; 0.0001; 325.8 <italic>vs</italic>. 285.4, respectively). There was a positive correlation between the concentrations of DAG1 and of SERPINA5 (<italic>P</italic> = 0.01; <italic>r</italic> = 0.54). In addition, the percentage of tail labeled for SERPINA5 was correlated with PMI (<italic>P</italic> = 0.05; <italic>r</italic> = 0.44). There was no relationship between SCR and IVP classifications and DAG1 (P &#x2265; 0.55), SERPINA5 (P &#x2265; 0.54), or the percentage of sperm tail labeled for SERPINA5 (P &#x2265; 0.22).</p>
</sec>
<sec>
<title>Discussion</title>
<p>In conclusion, DAG1 and SERPINA5 were localized to the sperm head, and SERPINA 5 was also localized to the tail. Concentrations of DAG1 and SERPINA5 on the sperm head were correlated with each other. The percentage of tail labeled for SERPINA5 was correlated with sperm PMI; however, neither protein was associated with SCR or IVP. Thus, when evaluated by immunofluorescent microscopy, DAG1 and SERPINA5 concentrations are variable and are not good fertility markers for bull sperm.</p>
</sec>
</abstract>
<kwd-group>
<kwd>dystroglycan</kwd>
<kwd>fertility marker</kwd>
<kwd>
<italic>in vitro</italic> fertilization</kwd>
<kwd>plasma serine protease inhibitor</kwd>
<kwd>sire conception rate</kwd>
<kwd>sperm protein</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="73"/>
<page-count count="12"/>
<word-count count="6293"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Physiology and Management</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Bulls have a greater impact on the genetic gain of a herd than any single cow because of the large number of cows artificially inseminated (AI) or serviced by an individual bull compared with a single offspring generated by a cow each year. Therefore, it is important to study the impact of male fertility on cattle operations. Thus, the identification of seminal traits that can be predictors of a bull&#x2019;s fertility is of great importance. After differentiation, sperm lose the ability to grow, divide, repair, and synthesize proteins (<xref ref-type="bibr" rid="B21">Hammerstedt, 1993</xref>). Although the metabolic function of sperm may be limited, it is heavily regulated by proteins (<xref ref-type="bibr" rid="B64">Talluri et&#xa0;al., 2022</xref>) and its environment (<xref ref-type="bibr" rid="B72">Zoca et&#xa0;al., 2022a</xref>). After spermiation, sperm travel through the testis tubules into the epididymis (where further maturation occurs) and are stored in the epididymis tail in a quiescent state until ejaculation (<xref ref-type="bibr" rid="B1">Acott and Carr, 1984</xref>; <xref ref-type="bibr" rid="B7">Carr and Acott, 1984</xref>; <xref ref-type="bibr" rid="B4">Barth and Oko, 1989</xref>). On ejaculation, epididymal sperm are diluted with seminal plasma from accessory sex glands and motility is initiated (<xref ref-type="bibr" rid="B1">Acott and Carr, 1984</xref>; <xref ref-type="bibr" rid="B7">Carr and Acott, 1984</xref>). Following natural service (<xref ref-type="bibr" rid="B26">Hunter and Wilmut, 1984</xref>; <xref ref-type="bibr" rid="B70">Wilmut and Hunter, 1984</xref>; <xref ref-type="bibr" rid="B38">Lefebvre et&#xa0;al., 1995</xref>) or AI (<xref ref-type="bibr" rid="B42">Mitchell et&#xa0;al., 1985</xref>. <xref ref-type="bibr" rid="B62">Suarez et&#xa0;al., 1997</xref>), sperm with fertilizing ability reach the oviduct approximately 6&#x2013;12 h after insemination, populate the isthmus portion of the oviduct, and form the sperm reservoir. Sperm that bind to oviductal cells <italic>in vitro</italic> have prolonged motility and fertilization ability (&#x2248; 30 h) compared with sperm free in the media (<xref ref-type="bibr" rid="B52">Pollard et&#xa0;al., 1991</xref>).</p>
<p>Cell-to-cell interactions (i.e., sperm to oviduct and sperm to oocyte) are mediated through proteins; therefore, these interactions are important for successful fertilization. The sperm&#x2019;s apical surface binds to the oviductal isthmus and ampullary ciliated cells (<xref ref-type="bibr" rid="B52">Pollard et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B38">Lefebvre et&#xa0;al., 1995</xref>) and binder of sperm proteins (BSP) has been reported to be involved in sperm reservoir formation (<xref ref-type="bibr" rid="B29">Ignotz et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B20">Gwathmey et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B19">Gwathmey et&#xa0;al., 2006</xref>). There are few proteins known to be required for fertilization, and these include CD9 (<xref ref-type="bibr" rid="B32">Kaji et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B39">Le Naour et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B43">Miyado et&#xa0;al., 2000</xref>) and JUNO (<xref ref-type="bibr" rid="B6">Bianchi et&#xa0;al., 2014</xref>) on the egg, and IZUMO1 in the sperm (<xref ref-type="bibr" rid="B30">Inoue et&#xa0;al., 2005</xref>). Other proteins have been identified as being associated with mammalian fertility but are not required (reviewed by <xref ref-type="bibr" rid="B63">Sutovsky, 2009</xref>).</p>
<p>Both DAG1 and SERPINA5 were present and loosely attached to the ejaculated sperm of bulls, but they were not present on the epididymal sperm, although SERPINA5 was present in both epididymal fluid and seminal plasma (increased abundance in seminal plasma) and DAG1 was present in seminal plasma (<xref ref-type="bibr" rid="B72">Zoca et&#xa0;al., 2022a</xref>; <xref ref-type="bibr" rid="B73">Zoca et&#xa0;al., 2022b</xref>). Furthermore, the function of both proteins is associated with cell-to-cell interactions. More specifically, the <italic>DAG1</italic> gene encodes the dystroglycan precursor that generates two proteins, alpha- and beta-dystroglycan, through posttranslational modification. Alpha-dystroglycan is an extracellular/surface protein and beta-dystroglycan is a transmembrane protein (<xref ref-type="bibr" rid="B27">Ibraghimov-Beskrovnaya et&#xa0;al., 1992</xref>). In humans, the presence of DAG1 has been reported in seminal plasma but not on sperm (<xref ref-type="bibr" rid="B31">Jodar et&#xa0;al., 2016</xref>). Beta-dystroglycan has been reported to be localized to the tail middle piece of guinea-pig sperm (<xref ref-type="bibr" rid="B24">Hern&#xe1;ndez-Gonz&#xe1;lez et&#xa0;al., 2001</xref>) and the post-acrosomal region and middle piece of mouse sperm (<xref ref-type="bibr" rid="B25">Hern&#xe1;ndez-Gonz&#xe1;lez et&#xa0;al., 2005</xref>). The gene <italic>SERPINA5</italic> encodes the plasma serine protease inhibitor. This protein is also known as serpin family A member 5, protein C inhibitor, and others. The presence of the SERPINA5 protein has been reported in many body fluids, including plasma (blood), seminal plasma, follicular fluid, amniotic fluid, and milk (<xref ref-type="bibr" rid="B37">Laurell et&#xa0;al., 1992</xref>). In knockout mice for SERPINA5, females were fertile and males were infertile in both <italic>in vitro</italic> (0.5% pregnancy) and <italic>in vivo</italic> (0% pregnancy) experiments. Also, sperm motility (12.5% motility) and the percentage of morphologically normal sperm (5% normal morphology) were decreased in knockout mice (<xref ref-type="bibr" rid="B66">Uhrin et&#xa0;al., 2000</xref>). Similarly, SERPINA5 concentrations were decreased in normozoospermic infertile men compared with normozoospermic fertile men (<xref ref-type="bibr" rid="B49">Panner Selvam et&#xa0;al., 2019</xref>). Nevertheless, in men, SERPINA5 has been localized to the sperm head (<xref ref-type="bibr" rid="B71">Zheng et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). In bovines, the localization of SERPINA5 and DAG1 is still uncertain, and the function of DAG1 on sperm is not well understood. Furthermore, the impact of the abundance of these proteins on bull fertility has not been evaluated. It was hypothesized that both proteins would be associated with bull fertility and that bulls with greater concentrations would have both greater field and <italic>in vitro</italic> fertility. Thus, the first objective of this study was to characterize DAG1 and SERPINA5 immunolocalization on bovine sperm and their potential as fertility markers by evaluating variability within and among bulls. The second objective was to investigate the relationship of DAG1 and SERPINA5 with field fertility [i.e., sire conception rate (SCR)], <italic>in vitro</italic> fertility [<italic>in vitro</italic> embryo production (IVP)], and sperm parameters.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental design</title>
<p>Dairy bulls (<italic>n</italic> = 22) with different SCR values, ranging from &#x2013;7.7 to 4.45, were classified as high (high-SCR &lt; 1.0; <italic>n</italic> = 11) or low (low-SCR &lt; &#x2013;4.0; <italic>n</italic> = 11) field fertility (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Semen from two ejaculates (140 &#xb1; 278 days between ejaculates) was used to assess presence, localization, and sperm-relative concentrations (fluorescence intensity) of DAG1 and SERPINA5. Also, total motility (TMOT) and progressive motility (PROG) were assessed with a computer-assisted sperm analysis system (CASA; IVOS II; Hamilton Thorne, Beverly, MA, USA) and plasma membrane integrity (PMI; <italic>n</italic> = 20; semen of two bulls had already been processed before PMI could be assessed) was assessed with a dual-fluorescence stain using a Nikon fluorescence microscope. Semen was used for IVP (<italic>n</italic> = 19; one high-SCR and two low-SCR bulls&#x2019; semen was not available for IVP). Based on the IVP results of cleavage rate (CL) and blastocyst rate (BL) bulls were further classified according to the BL/CL ratio as good (BL/CL &lt; 39%) or poor (BL/CL &lt; 38%) embryo producers (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Description of sire conception rate (SCR), blastocyst-by-cleavage rate ratio (BL/CL), field fertility classification based on SCR value (high&#x2014;SCR &gt; 1.0; low&#x2014;SCR &lt; &#x2013;4.0), and <italic>in vitro</italic> embryo production (IVP) classification based on BL/CL ratio (good&#x2014;BL/CL &gt; 39%; poor&#x2014;BL/CL &lt; 38%) per bull.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Bull</th>
<th valign="middle" align="center">SCR (au)</th>
<th valign="middle" align="center">BL/CL (%)</th>
<th valign="middle" align="center">Field fertility</th>
<th valign="middle" align="center">IVP</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">4.1</td>
<td valign="middle" align="center">49.1</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">B</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">34.7</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">&#x2013;5.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">D</td>
<td valign="middle" align="center">4.2</td>
<td valign="middle" align="center">46.7</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">E</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">&#x2013;6.1</td>
<td valign="middle" align="center">37.7</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">H</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">39.0</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">I</td>
<td valign="middle" align="center">3.9</td>
<td valign="middle" align="center">45.4</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">J</td>
<td valign="middle" align="center">&#x2013;6.4</td>
<td valign="middle" align="center">36.8</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">K</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">55.4</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">L</td>
<td valign="middle" align="center">&#x2013;4.7</td>
<td valign="middle" align="center">31.6</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">M</td>
<td valign="middle" align="center">&#x2013;4.3</td>
<td valign="middle" align="center">30.6</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">&#x2013;6.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">O</td>
<td valign="middle" align="center">&#x2013;7.7</td>
<td valign="middle" align="center">37.0</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center">1.1</td>
<td valign="middle" align="center">27.2</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">Q</td>
<td valign="middle" align="center">4.1</td>
<td valign="middle" align="center">50.9</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">R</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">41.0</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">S</td>
<td valign="middle" align="center">&#x2013;5.5</td>
<td valign="middle" align="center">36.5</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Poor</td>
</tr>
<tr>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">&#x2013;6.7</td>
<td valign="middle" align="center">48.8</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">U</td>
<td valign="middle" align="center">&#x2013;6.0</td>
<td valign="middle" align="center">47.8</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">V</td>
<td valign="middle" align="center">&#x2013;4.2</td>
<td valign="middle" align="center">56.9</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Good</td>
</tr>
<tr>
<td valign="middle" align="center">X</td>
<td valign="middle" align="center">4.4</td>
<td valign="middle" align="center">39.4</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Good</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>au, arbitrary unit.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Sperm motility and plasma membrane integrity analyses</title>
<p>Sperm motility analyses were performed using a CASA. Briefly, an aliquot of frozen-thawed semen was diluted in easy buffer B (IMV Technologies, Brooklyn Park, MN, USA) and incubated with Hoechst 33342 (final concentration 40 &#xb5;g/mL) at 37&#xb0;C for 10 min. After incubation, samples were loaded onto a Leja<sup>&#xae;</sup> slide (IMV Technologies) and evaluated for sperm TMOT and PROG. Sperm plasma membrane integrity was performed by the addition of 2 &#xb5;L of propidium iodide after CASA analysis, and incubated for 5 min. One hundred sperm per sample in a minimum of five fields of view, avoiding the edge of the slide, were evaluated on a Nikon fluorescence microscope (inverted microscope Diaphot, TMD; Nikon Co., Tokyo, Japan) at 200&#xd7; magnification.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Sperm protein analyses</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Sperm fixation procedure</title>
<p>An aliquot of frozen-thawed semen samples was fixed in a 2% formaldehyde solution [10% formaldehyde (EM grade) diluted with phosphate-buffered saline (PBS)] at room temperature for 40 min (100 &#xb5;L of 2% formaldehyde solution per &#x2248; 450 &#xb5;L of extended semen). Following incubation, samples were washed by centrifugation twice at 500 &#xd7; g for 5 min, the supernatant was removed with a glass Pasteur pipette, and the sperm pellet was resuspended with PBS. Samples were diluted to 5 million sperm per mL and stored at 4&#xb0;C until analyzed for DAG1 and SERPINA5.</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Sperm DAG1 analysis</title>
<p>An anti-DAG1 antibody (goat anti-human, ab136665, polyclonal; ABCAM, Cambridge, MA, USA) was purified using a 10-kD spin column (ab93349; ABCAM). Briefly, 135 &#xb5;L of anti-DAG1 was diluted with 300 &#xb5;L of PBS, added to the 10-kD spin column and centrifuged at 10,000 &#xd7; g for 10 min. The purified antibody was resuspended in PBS to a final volume of 135 &#xb5;L. The anti-DAG1 was conjugated to PE/R-Phycoerythrin (ab102918; ABCAM) according to the manufacturer&#x2019;s instructions and diluted with PBS to a final concentration of 0.05 &#xb5;g/&#xb5;L. The anti-DAG1 (5 &#xb5;L) and the fixed sperm (100 &#xb5;L at 5 &#xd7; 10<sup>6</sup> sperm per mL) were incubated in a 0.5-mL tube for 4 h at room temperature without exposure to light. After incubation, an antibody reaction was stopped by the addition of 100 &#xb5;L of 2% formaldehyde solution and incubated for 40 min without exposure to light. Samples were centrifuged at 700 &#xd7; g for 10 min, the supernatant was removed, and the pellet was resuspended with PBS (200 &#xb5;L) and centrifuged. After the second centrifugation, the supernatant was removed and approximately 20 &#xb5;L of fluid was remaining and 5 &#xb5;L of ProLong Diamond Antifade Mountant (P36965; Thermo Fisher Scientific, Waltham, MA, USA) was added. Samples were mounted on a slide with a coverslip and evaluated using a Nikon fluorescence microscope at 400&#xd7; magnification. A color camera (Nikon DS-Fi3) was used for picture acquisition with an exposure of 700 ms and a gain of 11.4. The NIS-Elements software package was used to outline 100 individual spermatozoa per sample with an elliptical region of interest (ROI) of approximately 65 &#xb5;m<sup>2</sup> and relative concentration was determined. In addition, immunolocalization of DAG1 on the sperm was determined.</p>
</sec>
<sec id="s2_3_3">
<label>2.3.3</label>
<title>Sperm SERPINA5 analysis</title>
<p>An anti-SERPINA5 antibody (rabbit anti-human, -mouse, -rat, PA579976, polyclonal; Invitrogen, Waltham, MA, USA) was conjugated to Dylight 405 Fast (ab201798; ABCAM) according to the manufacturer&#x2019;s instructions and diluted with PBS to a final concentration of 0.1 &#xb5;g/&#xb5;L. The anti-SERPINA5 (5 &#xb5;L) and the fixed sperm (100 &#xb5;L at 5 &#xd7; 10<sup>6</sup> sperm per mL) were incubated in a 0.5-mL tube for 4 h at room temperature without exposure to light. Samples were evaluated as described for DAG1 for relative concentration and immunolocalization. Exposure was set to 500 ms and gain to 11.4.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>
<italic>In vitro</italic> embryo production</title>
<p>All media and procedures for IVP followed previously published methods (<xref ref-type="bibr" rid="B48">Ortega et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B47">Ortega et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B65">Tr&#xed;bulo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B59">Stoecklein et&#xa0;al., 2021</xref>). Briefly, cumulus&#x2013;oocyte complexes (COCs) were retrieved from ovaries collected at a commercial abattoir. Cumulus&#x2013;oocyte complexes with at least three layers of compact cumulus cells and homogeneous cytoplasm were placed in groups of approximately 50 COCs into 2-mL glass sterile vials containing 1 mL of an oocyte maturation medium equilibrated with air containing 5% (v/v; volume to volume) CO<sub>2</sub> covered with mineral oil. Tubes with COCs were shipped overnight in a portable incubator (Minitube USA Inc., Verona, WI, USA) at 38.5&#xb0;C to the University of Missouri. After approximately 24 h of maturation, groups of 100 COCs were washed three times in HEPES-Tyrode&#x2019;s albumen lactate pyruvate (HEPES-TALP) medium and placed in a 35-mm dish containing 1.7 mL of fertilization media (IVF-TALP). Each group of COCs was fertilized with sperm from a single bull. Sperm were purified from frozen-thawed straws using a gradient of ISolate<sup>&#xae;</sup> [50% (v/v) and 90% (v/v); Irvine Scientific, Santa Ana, CA, USA], washed two times by centrifugation at 100 &#xd7; g using HEPES-TALP, and diluted in IVF-TALP to achieve a final concentration of 1 &#xd7; 10<sup>6</sup> sperm per mL in the fertilization dish. To improve sperm motility and promote fertilization, 80 &#xb5;L of a penicillamine&#x2013;hypotaurine&#x2013;epinephrine solution was added to each fertilization dish. Fertilization proceeded for approximately 18 h at 38.5&#xb0;C in a humidified atmosphere of 5% (v/v) CO<sub>2</sub>. Putative zygotes (oocytes exposed to sperm) were vortexed for 5 min in 400 &#xb5;L of HEPES-TALP to denude from the surrounding cumulus cells at the end of fertilization. Embryos were then cultured in four-well dishes in groups of up to 50 embryos in 500 &#xb5;L of culture medium (SOF-BE2) covered with 300 &#xb5;L of mineral oil per well at 38.5&#xb0;C in a humidified atmosphere of 5% (v/v) O<sub>2</sub> and 5% (v/v) CO<sub>2</sub>. The percentage of putative zygotes that were cleaved (CL) was determined at day 3 of development (day 0 = day of insemination) and blastocyst formation (BL) at day 8 of development.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analysis</title>
<p>The relative concentration of proteins (SERPINA5 and DAG1) was analyzed using the generalized linear model (GLM) procedure in SAS (9.4) with bull as a fixed effect to determine the variance in mean protein abundance between bulls and within bulls. The CORR procedure of SAS was used to evaluate correlations between SCR, TMOT, PROG, PMI, CL, BL, BL/CL, DAG1 and SERPINA5 relative concentrations, and the proportion of sperm tail labeled for SERPINA5. The GLIMMIX procedure of SAS was used to evaluate the relationship of bull field fertility classification (high- and low-SCR) and BL/CL classification (good and poor), and their interactions (<italic>n</italic> = 19 bulls, except for PMI which <italic>n</italic> = 17) with bull as a random effect for TMOT, PROG, PMI, CL, BL, BL/CL, DAG1 and SERPINA5 relative concentrations, and also the proportion of sperm tail labeled for SERPINA5. Results are presented as least squares mean &#xb1; standard error (SE) unless otherwise stated. The level of significance was &#x3b1; &#x2264; 0.05 when the <italic>P-</italic>value was &gt; 0.05, but when the <italic>P</italic>-value was &#x2264; 0.10 the results were considered as a tendency.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>Immunolocalization demonstrated that the SERPINA5 protein was present on both the sperm head (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) and the tail (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). On the sperm head, the most consistent pattern of SERPINA5 covered the proximal region over the acrosomal cap (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). There were 34.2% &#xb1; 12.7% [mean &#xb1; standard deviation (SD)] of sperm tails that were positive for SERPINA5 (ranging from 6.0% to 57.4%; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The relative concentration of SERPINA5 on the sperm head ranged from 38.9 &#xb1; 1.1 au (arbitrary unit) to 68.4 &#xb1; 1.1 au (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) with an average of 53.2 &#xb1; 6.6 au (mean &#xb1; SD). The abundance of SERPINA5 had a greater variance among bulls than within bulls (<italic>P</italic> &lt; 0.0001; variance 325.8 vs. 285.4, respectively). Furthermore, immunolocalization determined that DAG1 was present on the sperm head in the proximal apical region, over the acrosomal cap (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The percentage of sperm with DAG1 present on the sperm head did not differ between treatments (<italic>P</italic> = 0.74; 32.1% &#xb1; 4.1%, 38.1% &#xb1; 3.5%, 31.5% &#xb1; 4.7%, 34.6% &#xb1; 3.4% for high-SCR/good, high-SCR/poor, low-SCR/good, and low-SCR/poor, respectively). Abundance (fluorescence insensitivity) ranged from 29.6 &#xb1; 0.5 to 45.7 &#xb1; 0.5 au (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) and averaged 36.0 &#xb1; 4.6 au (mean &#xb1; SD). There was greater variation in the abundance of DAG1 among bulls than within bulls (<italic>P</italic> &lt; 0.0001; variance was 69.4 vs. 49.1, respectively).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Representative picture of bovine sperm labeled with anti-SERPINA5 [PA579976, Invitrogen; and conjugated to Dylight 405 Fast (ab201798; ABCAM)] on the sperm head and sperm tail <bold>(A)</bold>, and bright field of A <bold>(B)</bold>. White arrows on panel A indicate sperm tail positive for SERPINA5. 400&#xd7; magnification.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-04-1180967-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Percentage of sperm tail labeled with anti-SERPINA5 [PA579976, Invitrogen; and conjugated to Dylight 405 Fast (ab201798; ABCAM)] per ejaculate. Solid bars represent ejaculate 1 and dashed bars represent ejaculate 2 of the same animal (140 &#xb1; 278 days between ejaculates; mean &#xb1; SD).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-04-1180967-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Distribution of SERPINA5 fluorescence intensity (PA579976, Invitrogen; and conjugated to Dylight 405 Fast (ab201798; ABCAM)] on sperm head of bulls. The line within the box represents the median and the diamond shape represents the mean. au, arbitrary unit.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-04-1180967-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Representative picture of bovine sperm labeled with anti-DAG1 [ab136665, ABCAM; and conjugated to PE/R-Phycoerythrin (ab102918; ABCAM)] on the sperm head <bold>(A)</bold>, and bright field of panel A <bold>(B)</bold>. White arrows indicate sperm positive for DAG1. 400&#xd7; magnification.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-04-1180967-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Distribution of DAG1 fluorescence intensity [ab136665, ABCAM; and conjugated to PE/R-Phycoerythrin (ab102918, ABCAM)] on the sperm head of bulls. The line within the box represents the median and the diamond shape represents the mean. au, arbitrary unit.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fanim-04-1180967-g005.tif"/>
</fig>
<p>There were positive correlations between TMOT and PROG (<italic>P</italic> &lt; 0.01; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), PMI and percentage of sperm tail labeled for SERPINA5 (<italic>P =</italic> 0.05; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>); all other correlations were not significant (<italic>P</italic> &lt; 0.12; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). There was no SCR classification by IVP classification interaction (<italic>P</italic> &lt; 0.12) for SCR, PROG, PMI, CL, BL, BL/CL, SERPINA5 and DAG1 concentrations, and the percentage of sperm tail labeled for SERPINA5 (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>); nevertheless, the interaction was significant (<italic>P</italic> = 0.02) for TMOT. Bulls classified as high-SCR and good IVP had greater TMOT than bulls classified as high-SCR and poor IVP and tended (<italic>P</italic> = 0.08) to have greater TMOT than low-SCR and good IVP; however, they were not different than low-SCR and poor IVP. In addition, low-SCR and poor IVP tended (<italic>P</italic> = 0.07) to have greater TMOT than high-SCR and poor IVP (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Pearson&#x2019;s correlation coefficient (shaded area above diagonal) and significance level (below diagonal) between sire conception rate (SCR), total motility (TMOT), progressive motility (PROG), sperm plasma membrane integrity (PMI), <italic>in vitro</italic> produced embryos cleavage (CL) and blastocyst (BL) rate, BL-by-CL ratio (BL/CL), SERPINA5 concentration (SERPINA5), percentage of sperm tail labeled for SERPINA5 (SERPINA5 tail), and DAG1 concentration (DAG1).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Correlation/<italic>P</italic>-value</th>
<th valign="middle" align="center">SCR</th>
<th valign="middle" align="center">TMOT</th>
<th valign="middle" align="center">PROG</th>
<th valign="middle" align="center">PMI</th>
<th valign="middle" align="center">CL</th>
<th valign="middle" align="center">BL</th>
<th valign="middle" align="center">BL/CL</th>
<th valign="middle" align="center">SERPINA5</th>
<th valign="middle" align="center">SERPINA5 tail</th>
<th valign="middle" align="center">DAG1</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>SCR</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.09</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.01</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.36</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.24</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.14</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.21</td>
<td valign="middle" align="left" style="background-color:#d0cece">&#x2013;013</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.19</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.36</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>TMOT</bold>
</td>
<td valign="middle" align="char" char=".">0.69</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">
<bold>0.82</bold>
</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.00</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.09</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.08</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.05</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.14</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.15</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.25</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PROG</bold>
</td>
<td valign="middle" align="char" char=".">0.94</td>
<td valign="middle" align="char" char=".">
<bold>&lt; 0.01</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.06</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.09</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.03</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.00</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.15</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.07</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.26</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PMI</bold>
</td>
<td valign="middle" align="char" char=".">0.12</td>
<td valign="middle" align="char" char=".">0.99</td>
<td valign="middle" align="char" char=".">0.79</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.11</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.03</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.05</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.11</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">
<bold>0.44</bold>
</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.10</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CL</bold>
</td>
<td valign="middle" align="char" char=".">0.32</td>
<td valign="middle" align="char" char=".">0.70</td>
<td valign="middle" align="char" char=".">0.72</td>
<td valign="middle" align="char" char=".">0.68</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.14</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.15</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.37</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.35</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.19</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL</bold>
</td>
<td valign="middle" align="char" char=".">0.57</td>
<td valign="middle" align="char" char=".">0.75</td>
<td valign="middle" align="char" char=".">0.91</td>
<td valign="middle" align="char" char=".">0.92</td>
<td valign="middle" align="char" char=".">0.56</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">
<bold>0.96</bold>
</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.25</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.01</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.05</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL/CL</bold>
</td>
<td valign="middle" align="char" char=".">0.39</td>
<td valign="middle" align="char" char=".">0.82</td>
<td valign="middle" align="char" char=".">0.99</td>
<td valign="middle" align="char" char=".">0.86</td>
<td valign="middle" align="char" char=".">0.55</td>
<td valign="middle" align="char" char=".">
<bold>&lt; 0.01</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.34</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.09</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">&#x2013;0.09</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5</bold>
</td>
<td valign="middle" align="char" char=".">0.56</td>
<td valign="middle" align="char" char=".">0.53</td>
<td valign="middle" align="char" char=".">0.50</td>
<td valign="middle" align="char" char=".">0.65</td>
<td valign="middle" align="char" char=".">0.12</td>
<td valign="middle" align="char" char=".">0.30</td>
<td valign="middle" align="char" char=".">0.15</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.28</td>
<td valign="middle" align="char" char="." style="background-color:#d0cece">
<bold>0.54</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 tail</bold>
</td>
<td valign="middle" align="char" char=".">0.39</td>
<td valign="middle" align="char" char=".">0.52</td>
<td valign="middle" align="char" char=".">0.74</td>
<td valign="middle" align="char" char=".">
<bold>0.05</bold>
</td>
<td valign="middle" align="char" char=".">0.14</td>
<td valign="middle" align="char" char=".">0.96</td>
<td valign="middle" align="char" char=".">0.71</td>
<td valign="middle" align="char" char=".">0.21</td>
<td valign="middle" align="left"/>
<td valign="middle" align="char" char="." style="background-color:#d0cece">0.05</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DAG1</bold>
</td>
<td valign="middle" align="char" char=".">0.72</td>
<td valign="middle" align="char" char=".">0.25</td>
<td valign="middle" align="char" char=".">0.25</td>
<td valign="middle" align="char" char=".">0.66</td>
<td valign="middle" align="char" char=".">0.44</td>
<td valign="middle" align="char" char=".">0.82</td>
<td valign="middle" align="char" char=".">0.70</td>
<td valign="middle" align="char" char=".">
<bold>0.01</bold>
</td>
<td valign="middle" align="char" char=".">0.81</td>
<td valign="middle" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold values represent statistically significant correlations and associated P-values.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Relationship of sire conception rate (SCR) fertility classification and <italic>in vitro</italic> embryo production fertility classification based on the blastocyst (BL) and cleavage (CL) rates ratio (BL/CL; high-SCR/good, high-SCR/poor, low-SCR/good, low-SCR/poor, respectively) on total motility (TMOT), progressive motility (PROG), sperm plasma membrane integrity (PMI), CL, BL, BL/CL, SERPINA5 concentration (SERPINA5), percentage of sperm tail labeled for SERPINA5 (SERPINA5 tail), and DAG1 concentration (DAG1).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="middle" align="center">High-SCR/good</th>
<th valign="middle" align="center">High-SCR/poor</th>
<th valign="middle" align="center">Low-SCR/good</th>
<th valign="middle" align="center">Low-SCR/poor</th>
<th valign="middle" align="center">
<italic>P</italic>-value<sup>1</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>SCR (au)</bold>
</td>
<td valign="middle" align="left">3.9 &#xb1; 0.4</td>
<td valign="middle" align="left">2.0 &#xb1; 0.7</td>
<td valign="middle" align="left">&#x2013;5.6 &#xb1; 0.6</td>
<td valign="middle" align="left">&#x2013;5.8 &#xb1; 0.4</td>
<td valign="middle" align="center">0.12</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>TMOT (%)</bold>
</td>
<td valign="middle" align="left">54.9 &#xb1; 2.8<sup>a*</sup>
</td>
<td valign="middle" align="left">39.4 &#xb1; 5.4<sup>b&#x2020;</sup>
</td>
<td valign="middle" align="left">44.8 &#xb1; 4.5<sup>ab*</sup>
</td>
<td valign="middle" align="left">52.0 &#xb1; 3.2<sup>ab&#x2020;</sup>
</td>
<td valign="middle" align="center">0.02</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PROG (%)</bold>
</td>
<td valign="middle" align="left">37.7 &#xb1; 2.9</td>
<td valign="middle" align="left">27.6 &#xb1; 5.4</td>
<td valign="middle" align="left">31.5 &#xb1; 4.6</td>
<td valign="middle" align="left">34.6 &#xb1; 3.3</td>
<td valign="middle" align="center">0.14</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PMI (%)</bold>
</td>
<td valign="middle" align="left">65.1 &#xb1; 2.6</td>
<td valign="middle" align="left">66.0 &#xb1; 6.9</td>
<td valign="middle" align="left">57.0 &#xb1; 4.2</td>
<td valign="middle" align="left">60.3 &#xb1; 2.9</td>
<td valign="middle" align="center">0.80</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CL (%)</bold>
</td>
<td valign="middle" align="left">82.3 &#xb1; 1.7</td>
<td valign="middle" align="left">79.6 &#xb1; 3.6</td>
<td valign="middle" align="left">82.4 &#xb1; 2.7</td>
<td valign="middle" align="left">84.5 &#xb1; 1.8</td>
<td valign="middle" align="center">0.34</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL (%)</bold>
</td>
<td valign="middle" align="left">37.7 &#xb1; 1.4</td>
<td valign="middle" align="left">24.4 &#xb1; 2.5</td>
<td valign="middle" align="left">42.4 &#xb1; 2.4</td>
<td valign="middle" align="left">29.6 &#xb1; 1.5</td>
<td valign="middle" align="center">0.72</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL/CL (%)</bold>
</td>
<td valign="middle" align="left">45.9 &#xb1; 1.8</td>
<td valign="middle" align="left">31.0 &#xb1; 3.8</td>
<td valign="middle" align="left">51.2 &#xb1; 2.9</td>
<td valign="middle" align="left">35.0 &#xb1; 2.0</td>
<td valign="middle" align="center">0.90</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 (au)</bold>
</td>
<td valign="middle" align="left">51.8 &#xb1; 2.6</td>
<td valign="middle" align="left">51.1 &#xb1; 5.2</td>
<td valign="middle" align="left">51.0 &#xb1; 4.2</td>
<td valign="middle" align="left">55.2 &#xb1; 3.0</td>
<td valign="middle" align="center">0.54</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 tail (%)</bold>
</td>
<td valign="middle" align="left">34.0 &#xb1; 3.9</td>
<td valign="middle" align="left">25.6 &#xb1; 7.2</td>
<td valign="middle" align="left">32.4 &#xb1; 6.3</td>
<td valign="middle" align="left">39.0 &#xb1; 4.6</td>
<td valign="middle" align="center">0.22</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DAG1 (au)</bold>
</td>
<td valign="middle" align="left">35.4 &#xb1; 1.6</td>
<td valign="middle" align="left">35.3 &#xb1; 3.3</td>
<td valign="middle" align="left">34.6 &#xb1; 2.7</td>
<td valign="middle" align="left">37.5 &#xb1; 1.9</td>
<td valign="middle" align="center">0.55</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>P-values were generated through the GLIMMIX procedure of SAS, and least-squares difference of means were evaluated for significant P-values.</p>
</fn>
<fn>
<p>
<sup>a,b</sup>Values within the same row not sharing a common superscript differ P &#x2264; 0.05.</p>
</fn>
<fn>
<p>
<sup>*</sup>Values within the same row sharing a common superscript differ P = 0.08.</p>
</fn>
<fn>
<p>
<sup>&#x2020;</sup>Values within the same row sharing a common superscript differ P = 0.07.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As designed, when evaluating the SCR classification, high-SCR bulls had greater SCRs values than low-SCR bulls (<italic>P</italic> &lt; 0.0001; <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Interestingly, low-SCR bulls had greater (<italic>P</italic> = 0.03) BL production and tended (<italic>P</italic> = 0.10) to have greater BL/CL ratios than high-SCR bulls (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). No other parameters evaluated were associated with SCR classification (<italic>P</italic> &lt; 0.15; <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Similarly, as designed, bulls classified as having good IVP had greater (<italic>P</italic> &lt; 0.0001) BL/CL ratios than poor IVP bulls (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). Also, good IVP bulls had greater BL production (<italic>P</italic> &lt; 0.0001) than poor IVP bulls, but there was no difference (<italic>P</italic> = 0.96) in CL. Interestingly, good IVP bulls tended (<italic>P</italic> = 0.07) to have greater SCRs than poor IVP bulls (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). No other parameters evaluated were associated with IVP classification (<italic>P</italic> &lt; 0.34; <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Relationship of sire conception rate (SCR) fertility classification (high-SCR and low-SCR) on total motility (TMOT), progressive motility (PROG), sperm plasma membrane integrity (PMI), cleavage rate (CL) and blastocyst (BL) rate, BL by CL ratio (BL/CL), SERPINA5 concentration (SERPINA5), percentage of sperm tail positive for SERPINA5 (SERPINA5 tail), and DAG1 concentration (DAG1).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="bottom" align="center">High-SCR</th>
<th valign="bottom" align="center">Low-SCR</th>
<th valign="bottom" align="center">P-value<sup>1</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>SCR (au)</bold>
</td>
<td valign="bottom" align="left">2.9 &#xb1; 0.4</td>
<td valign="bottom" align="left">&#x2013;5.7 &#xb1; 0.4</td>
<td valign="bottom" align="left">&lt; 0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>TMOT (%)</bold>
</td>
<td valign="bottom" align="left">47.1 &#xb1; 3.2</td>
<td valign="bottom" align="left">48.4 &#xb1; 2.8</td>
<td valign="bottom" align="left">0.76</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PROG (%)</bold>
</td>
<td valign="bottom" align="left">32.4 &#xb1; 3.3</td>
<td valign="bottom" align="left">33.0 &#xb1; 2.9</td>
<td valign="bottom" align="left">0.89</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PMI (%)</bold>
</td>
<td valign="bottom" align="left">65.6 &#xb1; 3.7</td>
<td valign="bottom" align="left">58.7 &#xb1; 2.5</td>
<td valign="bottom" align="left">0.15</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CL (%)</bold>
</td>
<td valign="bottom" align="left">81.0 &#xb1; 1.9</td>
<td valign="bottom" align="left">83.5 &#xb1; 1.6</td>
<td valign="bottom" align="left">0.33</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL (%)</bold>
</td>
<td valign="bottom" align="left">30.6 &#xb1; 1.6</td>
<td valign="bottom" align="left">35.8 &#xb1; 1.4</td>
<td valign="bottom" align="left">0.03</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL/CL (%)</bold>
</td>
<td valign="bottom" align="left">38.1 &#xb1; 2.0</td>
<td valign="bottom" align="left">42.9 &#xb1; 1.8</td>
<td valign="bottom" align="left">0.10</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 (au)</bold>
</td>
<td valign="bottom" align="left">51.5 &#xb1; 2.9</td>
<td valign="bottom" align="left">53.1 &#xb1; 2.6</td>
<td valign="bottom" align="left">0.68</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 tail (%)</bold>
</td>
<td valign="bottom" align="left">29.7 &#xb1; 4.3</td>
<td valign="bottom" align="left">35.6 &#xb1; 4.0</td>
<td valign="bottom" align="left">0.33</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DAG1 (au)</bold>
</td>
<td valign="bottom" align="left">35.4 &#xb1; 1.8</td>
<td valign="bottom" align="left">36.0 &#xb1; 1.6</td>
<td valign="bottom" align="left">0.79</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>P-values were generated through the GLIMMIX procedure of SAS.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Relationship of <italic>in vitro</italic> embryo production fertility classification based on the blastocyst (BL) and cleavage (CL) rates ratio (BL/CL; good and poor) on total motility (TMOT), progressive motility (PROG), sperm plasma membrane integrity (PMI), CL, BL, BL/CL, SERPINA5 concentration (SERPINA5), percentage of sperm tail positive for SERPINA5 (SERPINA5 Tail), and DAG1 concentration (DAG1).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="bottom" align="center">Good</th>
<th valign="bottom" align="center">Poor</th>
<th valign="bottom" align="center">
<italic>P</italic>-value<sup>1</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>SCR (au)</bold>
</td>
<td valign="bottom" align="left">&#x2013;0.9 &#xb1; 0.3</td>
<td valign="bottom" align="left">&#x2013;1.9 &#xb1; 0.4</td>
<td valign="bottom" align="left">0.07</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>TMOT (%)</bold>
</td>
<td valign="bottom" align="left">49.8 &#xb1; 2.7</td>
<td valign="bottom" align="left">45.6 &#xb1; 3.2</td>
<td valign="bottom" align="left">0.34</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PROG (%)</bold>
</td>
<td valign="bottom" align="left">34.5 &#xb1; 2.8</td>
<td valign="bottom" align="left">31.0 &#xb1; 3.3</td>
<td valign="bottom" align="left">0.43</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>PMI (%)</bold>
</td>
<td valign="bottom" align="left">61.2 &#xb1; 2.4</td>
<td valign="bottom" align="left">63.2 &#xb1; 3.8</td>
<td valign="bottom" align="left">0.66</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CL (%)</bold>
</td>
<td valign="bottom" align="left">82.3 &#xb1; 1.6</td>
<td valign="bottom" align="left">82.2 &#xb1; 1.9</td>
<td valign="bottom" align="left">0.96</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL (%)</bold>
</td>
<td valign="bottom" align="left">40.0 &#xb1; 1.4</td>
<td valign="bottom" align="left">26.9 &#xb1; 1.5</td>
<td valign="bottom" align="left">&lt; 0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>BL/CL (%)</bold>
</td>
<td valign="bottom" align="left">48.5 &#xb1; 1.7</td>
<td valign="bottom" align="left">33.0 &#xb1; 1.9</td>
<td valign="bottom" align="left">&lt; 0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 (au)</bold>
</td>
<td valign="bottom" align="left">51.4 &#xb1; 2.5</td>
<td valign="bottom" align="left">53.2 &#xb1; 3.0</td>
<td valign="bottom" align="left">0.66</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>SERPINA5 tail (%)</bold>
</td>
<td valign="bottom" align="left">33.2 &#xb1; 3.7</td>
<td valign="bottom" align="left">31.9 &#xb1; 4.6</td>
<td valign="bottom" align="left">0.83</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DAG1 (au)</bold>
</td>
<td valign="bottom" align="left">35.0 &#xb1; 1.6</td>
<td valign="bottom" align="left">36.4 &#xb1; 1.9</td>
<td valign="bottom" align="left">0.59</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>1</sup>P-values were generated through the GLIMMIX procedure of SAS.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The rate of genetic improvement in a herd is far more efficient through bull selection than female selection owing to the larger number of offspring generated by one single bull compared with one single female. This is especially true in dairy cattle, in which 90% of females are artificially inseminated (<xref ref-type="bibr" rid="B58">Starbuck et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B68">Valour et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B18">Garc&#xed;a-Ruiz et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B69">Wiggans et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B67">USDA, 2018</xref>). Bull fertility, as evaluated in the AI industry, has been evaluated heavily through semen quality, which relies predominantly on sperm motility and morphology, and more recently sperm PMI (<xref ref-type="bibr" rid="B4">Barth and Oko, 1989</xref>; <xref ref-type="bibr" rid="B34">Koziol and Armstrong, 2018</xref>; <xref ref-type="bibr" rid="B11">DeJarnette et&#xa0;al., 2021</xref>). Sire conception rate is one of the most common methods of evaluation for bull field fertility. The SCR value given to a bull is generated based on field reports of pregnancies: SCR values represent the bull&#x2019;s deviation in pregnancy rates at day 70 of gestation compared with the mean pregnancy rates from all other bulls that could have been used (<xref ref-type="bibr" rid="B36">Kuhn et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B46">Norman et&#xa0;al., 2011</xref>). It was observed that some low-SCR bulls had good BL production; interestingly, overall, low-SCR bulls had greater BL production than high-SCR bulls and tended to have greater BL/CL ratios. Furthermore, in this group of bulls, animals that were classified as good had slightly greater SCRs than those ranked as poor. <xref ref-type="bibr" rid="B47">Ortega et&#xa0;al. (2018)</xref> reported similar findings in which one (out of three) low-SCR bull had BL production rates similar to high-SCR bulls; however, overall, in their group of bulls, high-SCR bulls had greater BL production than low-SCR bulls. Sperm must endure far fewer challenges to fertilize an embryo <italic>in vitro</italic> than <italic>in vivo</italic>. <italic>In vivo</italic>, sperm must navigate the female reproductive tract, survive uterine contraction, overcome the utero&#x2013;tubular junction, form the sperm reservoir, capacitate, and &#x201c;find&#x201d; the ovulated oocyte to then fertilize that single oocyte (<xref ref-type="bibr" rid="B60">Suarez, 2015</xref>; <xref ref-type="bibr" rid="B61">Suarez, 2016</xref>). In addition, AI may happen in different moments during estrus/pro-estrus resulting in the requirement for sperm to survive for prolonged periods of time or capacitate &#x201c;quicker&#x201d;, both affecting fertilization rate and embryo quality (<xref ref-type="bibr" rid="B56">Saacke et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B9">Dalton et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B54">Richardson et&#xa0;al., 2017</xref>). In contrast, <italic>in vitro</italic>, sperm must tolerate manipulation insults (<xref ref-type="bibr" rid="B3">Baldi et&#xa0;al., 2020</xref>); however, barriers in the female reproductive tract (except those from the oocyte) are eliminated. Thus, it is possible that bulls with low-SCRs but with good BL production rates have sperm transport problems or are more susceptible to the timing of insemination (i.e., sperm longevity) or the uterine/oviduct environment than low-SCR bulls with lower BL production rates, where the problem may be related to fertilization itself rather than sperm transport. This hypothesis is partially explained by the &#x201c;compensable&#x201d; and &#x201c;uncompensable&#x201d; characteristics of sperm previously reported (<xref ref-type="bibr" rid="B57">Saacke et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B55">Saacke, 2008</xref>; <xref ref-type="bibr" rid="B2">Amann et&#xa0;al., 2018</xref>). It was also observed that some high-SCR bulls had poor IVP, and a few hypotheses may be drawn from these observations: (1) these bulls could be more sensitive to laboratory manipulation procedures for IVP; (2) the female reproductive tract <italic>in vivo</italic> may be acting as a &#x201c;filter&#x201d; and some of the sperm with uncompensable characteristics may not reach the site of fertilization, whereas <italic>in vitro</italic> they are not being removed; (3) the ejaculates from these bulls used for IVP were not accurate representations of their field fertility (i.e., high variability between ejaculates); or (4) these bulls (with SCRs of 1.1 and 2.8) were misclassified as high-SCR.</p>
<p>The objective of the bovine AI industry is to provide semen of high quality to cattle producers; semen that passes quality control and is commercially available has met specific thresholds (<xref ref-type="bibr" rid="B22">Harstine et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B11">DeJarnette et&#xa0;al., 2021</xref>). With that, sperm motility, morphology, and PMI of commercially available semen are not expected to correlate with field fertility, especially in large samples (<xref ref-type="bibr" rid="B11">DeJarnette et&#xa0;al., 2021</xref>). The present results corroborated the industry efforts and did not identify any relationship or correlation between field fertility (SCR) or IVP classification and TMOT, PROG, or PMI. Nevertheless, an SCR by IVP classification interaction on TMOT was observed in the present study; however, differences in motility did not conclusively explain fertility differences, especially because high-SCR/good had similar motility to low-SCR/poor.</p>
<p>Sperm interact with the utero&#x2013;tubular junction (UTJ), oviduct (formation of sperm reservoir and movement through the oviduct), and oocyte through proteins (<xref ref-type="bibr" rid="B38">Lefebvre et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B20">Gwathmey et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B19">Gwathmey et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B28">Ignotz et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B63">Sutovsky, 2009</xref>; <xref ref-type="bibr" rid="B60">Suarez, 2015</xref>; <xref ref-type="bibr" rid="B61">Suarez, 2016</xref>). The formation of the sperm reservoir in bovines involves BSP (<xref ref-type="bibr" rid="B29">Ignotz et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B20">Gwathmey et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B19">Gwathmey et&#xa0;al., 2006</xref>). These groups of proteins are attached to the sperm during ejaculation when epididymal sperm come into contact with seminal plasma (<xref ref-type="bibr" rid="B12">Desnoyers and Manjunath, 1992</xref>; <xref ref-type="bibr" rid="B44">M&#xfc;ller et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B45">Nauc and Manjunath, 2000</xref>); similarly, as observed by Zoca et&#xa0;al (<xref ref-type="bibr" rid="B72">2022a</xref>; <xref ref-type="bibr" rid="B73">2022b</xref>), DAG1 and SERPINA5 are attached to the sperm during ejaculation, as DAG1 and SERPINA5 were not detected in epididymal sperm samples. Liquid chromatography with tandem mass spectrometry analysis (LCMS/MS) results demonstrated that DAG1 was not very abundant (spectra count 1.1), whereas SERPINA5 was highly abundant (spectra count 37.3) on the sperm (<xref ref-type="bibr" rid="B73">Zoca et&#xa0;al., 2022b</xref>). The present results (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5</bold>
</xref>) agree with LCMS/MS findings that SERPINA5 is present in greater abundance on the sperm than DAG1; interestingly, DAG1 and SERPINA5 concentrations were correlated (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The localization of both DAG1 and SERPINA5 on the sperm head is interesting and consistent with the region of the sperm that attaches to oviductal epithelial cells to form the sperm reservoir (<xref ref-type="bibr" rid="B38">Lefebvre et&#xa0;al., 1995</xref>). The function of DAG1 on the sperm is not fully understood, especially alpha-dystroglycan, which is more likely than beta-dystroglycan to have been measured owing to the fact that alpha-dystroglycan is an extracellular/surface protein (<xref ref-type="bibr" rid="B27">Ibraghimov-Beskrovnaya et&#xa0;al., 1992</xref>). Beta-dystroglycan, a transmembrane protein (<xref ref-type="bibr" rid="B27">Ibraghimov-Beskrovnaya et&#xa0;al., 1992</xref>), was reported on the tail middle piece of guinea-pig sperm (<xref ref-type="bibr" rid="B24">Hern&#xe1;ndez-Gonz&#xe1;lez et&#xa0;al., 2001</xref>) and the middle piece and acrosomal region of mice sperm (<xref ref-type="bibr" rid="B25">Hern&#xe1;ndez-Gonz&#xe1;lez et&#xa0;al., 2005</xref>). <xref ref-type="bibr" rid="B25">Hern&#xe1;ndez-Gonz&#xe1;lez et&#xa0;al. (2005)</xref> demonstrated that mice sperm with beta-dystroglycan deficiencies had increased morphological abnormalities in the sperm tail, and the number of sperm capable of fertilization was lower (&#x2248; 50% less) than in sperm from wild-type mice. In the present study, DAG1 was not associated with field fertility or field and <italic>in vitro</italic> embryo fertility. Furthermore, DAG1 was not correlated with SCR, CL, or BL. Thus, it may be hypothesized that DAG1 may function to stabilize the acrosomal region as a decapacitating factor, preventing premature acrosomal reaction or formation of the sperm reservoir owing to its localization on the sperm (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>); however, this study failed to identify any relationship between DAG1 concentration and bull fertility, either <italic>in vivo</italic> or <italic>in vitro</italic>.</p>
<p>The abundance of SERPINA5 in the seminal plasma and loosely attached to the sperm ranked 13th and 11th based on spectra count, respectively (<xref ref-type="bibr" rid="B73">Zoca et&#xa0;al., 2022b</xref>), which agrees with previous reports for SERPINA5 in seminal plasma (<xref ref-type="bibr" rid="B13">Druart et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B33">Kasimanickam et&#xa0;al., 2019</xref>). Reference for immunolocalization of SERPINA5 in bovine or other livestock species could not be found, but within human sperm, SERPINA5 was localized to the acrosomal region of epididymal and ejaculated sperm (<xref ref-type="bibr" rid="B71">Zheng et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). There was no difference in SERPINA5 localization between capacitated and non-capacitated sperm; however, when an acrosome reaction was induced, SERPINA5 was limited to the equatorial region (<xref ref-type="bibr" rid="B71">Zheng et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). The immunolocalization of SERPINA5 on the bovine sperm head (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) was similar to that of human sperm (<xref ref-type="bibr" rid="B71">Zheng et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>); however, bovine sperm also had SERPINA5 on the sperm tail, differing from human sperm. The protease inhibitory activity of SERPINA5 has been found in multiple body tissues and fluids (<xref ref-type="bibr" rid="B17">Espa&#xf1;a et&#xa0;al., 1989</xref>; <xref ref-type="bibr" rid="B15">Ecke et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B8">Christensson and Lilja, 1994</xref>; <xref ref-type="bibr" rid="B23">Hermans et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B71">Zheng et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). The activity of SERPINA5 can be modulated by heparin and other glycosaminoglycans (<xref ref-type="bibr" rid="B35">Kuhn et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B53">Pratt and Church, 1992</xref>; <xref ref-type="bibr" rid="B14">Ecke et&#xa0;al., 1997</xref>). Heparin and glycosaminoglycans are present in the oviduct from oviductal fluid and follicular fluid that have been shown to induce sperm capacitation (<xref ref-type="bibr" rid="B50">Parrish et&#xa0;al., 1985</xref>; <xref ref-type="bibr" rid="B51">Parrish et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B41">Mahmoud and Parrish, 1996</xref>; <xref ref-type="bibr" rid="B5">Bergqvist et&#xa0;al., 2007</xref>). When the <italic>SERPINA5</italic> gene was disrupted in mice, male mice were infertile both <italic>in vitro</italic> and <italic>in vivo</italic> because of morphologically abnormal sperm, lower motility, and lack of sperm&#x2013;egg binding (<xref ref-type="bibr" rid="B66">Uhrin et&#xa0;al., 2000</xref>). In addition, normozoospermic men with an unknown reason for infertility had a lower concentration of SERPINA5 than their fertile counterparts (<xref ref-type="bibr" rid="B49">Panner Selvam et&#xa0;al., 2019</xref>). The ability of human sperm to bind to the human zona pellucida was evaluated in the presence of different concentrations of anti-SERPINA5 or SERPINA5 in the media (<xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). Interestingly, a lower concentration of anti-SERPINA5 increased the ability of sperm to bind to the zona pellucida; however, the greater the concentration of SERPINA5 in the media the lower the ability of sperm to bind to the zona pellucida (<xref ref-type="bibr" rid="B16">Elisen et&#xa0;al., 1998</xref>). Another member of the serine protease inhibitor (SERPIN) family, called glia-derived nexin or protease nexin-1 (SERPINE2), has been reported to be a decapacitating factor in mice (<xref ref-type="bibr" rid="B40">Lu et&#xa0;al., 2011</xref>). Controversially, there was no association of SERPINA5 concentration or percentage of tail labeled for SERPINA5 with bull fertility (SCR and IVP). The present results indicate that neither SERPINA5 nor DAG1 is a good indicator of <italic>in vivo</italic> or <italic>in vitro</italic> bull fertility.</p>
<p>In conclusion, by using immunofluorescent microscopy, DAG1 and SERPINA5 proteins were localized on the bovine sperm head, and SERPINA5 was also localized on the sperm tail. For a protein to be considered a marker of fertility, it is necessary to have animal variation. Also, any new test must not be correlated with current evaluations of semen quality or must provide a simpler method of evaluation over current analyses (<xref ref-type="bibr" rid="B10">DeJarnette, 2005</xref>; <xref ref-type="bibr" rid="B22">Harstine et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B11">DeJarnette et&#xa0;al., 2021</xref>). A greater variation among bulls than within bulls was observed for both DAG1 and SERPINA5, fulfilling the first characteristics for a potential fertility marker. Furthermore, when evaluated by immunofluorescent microscopy, DAG1 and SERPINA5 were not correlated with TMOT, PROG, or PMI, fulfilling the second characteristic of a potential fertility marker; however, the percentage of tails labeled for SERPINA5 was correlated with PMI. In addition, the relative concentrations of both proteins in the sperm were correlated with each other. Although fulfilling the requirements for a new fertility marker, the proteins were not associated with bull fertility. Thus, using immunofluorescent microscopy to determine SERPINA5 and DAG1 may not be a good marker of bull fertility; however, as SERPINA5 and DAG1 do have variation among animals (first criteria), increased sensitivity by evaluating a greater proportion of an ejaculate by immunofluorescent flow cytometry may impact its ability to predict bull fertility.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>SZ, RC, and GP: experimental design and conceptualization. SZ, AK, TA, JR, KE, JD, MO, and GP: data collection. SZ: data management. SM, RC, and GP: statistical analyses. JW and GP: funding acquisition. SM wrote the original draft of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This project was partially funded by Multistate Hatch project 9835.</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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