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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sports Act. Living</journal-id>
<journal-title>Frontiers in Sports and Active Living</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sports Act. Living</abbrev-journal-title>
<issn pub-type="epub">2624-9367</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fspor.2024.1483659</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sports and Active Living</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The relationship between maximal lactate accumulation rate and sprint performance parameters in male competitive swimmers</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Sengoku</surname><given-names>Yasuo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1643988/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/></contrib>
<contrib contrib-type="author"><name><surname>Shinno</surname><given-names>Anna</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Kim</surname><given-names>Jaewoo</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Homoto</surname><given-names>Kenta</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Nakazono</surname><given-names>Yusaku</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1644046/overview" />
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Tsunokawa</surname><given-names>Takaaki</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1644377/overview" /><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Hirai</surname><given-names>Norimasa</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Nobue</surname><given-names>Ayaka</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1091395/overview" /><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/></contrib>
<contrib contrib-type="author"><name><surname>Ishikawa</surname><given-names>Masaki</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/683867/overview" /><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Institute of Health and Sport Sciences, University of Tsukuba</institution>, <addr-line>Tsukuba</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Graduate School of Comprehensive Human Sciences, University of Tsukuba</institution>, <addr-line>Tsukuba</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Department of Sport Wellness Sciences, Japan Women&#x0027;s College of Physical Education</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff4"><label><sup>4</sup></label><institution>Toyo University</institution>, <addr-line>Tokyo</addr-line>, <country>Japan</country></aff>
<aff id="aff5"><label><sup>5</sup></label><institution>Morinomiya University of Medical Sciences</institution>, <addr-line>Osaka</addr-line>, <country>Japan</country></aff>
<aff id="aff6"><label><sup>6</sup></label><institution>Osaka University of Health and Sport Sciences</institution>, <addr-line>Osaka</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Rodrigo Zacca, University of Porto, Portugal</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Fl&#x00E1;vio De Souza Castro, Federal University of Rio Grande do Sul, Brazil</p>
<p>Gavriil George Arsoniadis, National and Kapodistrian University of Athens, Greece</p>
<p>Jorge E. Morais, Polytechnic Institute of Bragan&#x00E7;a (IPB), Portugal</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Yasuo Sengoku <email>sengoku.yasuo.ge@u.tsukuba.ac.jp</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>22</day><month>10</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>6</volume><elocation-id>1483659</elocation-id>
<history>
<date date-type="received"><day>20</day><month>08</month><year>2024</year></date>
<date date-type="accepted"><day>08</day><month>10</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Sengoku, Shinno, Kim, Homoto, Nakazono, Tsunokawa, Hirai, Nobue and Ishikawa.</copyright-statement>
<copyright-year>2024</copyright-year><copyright-holder>Sengoku, Shinno, Kim, Homoto, Nakazono, Tsunokawa, Hirai, Nobue and Ishikawa</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>This study aimed to examine the relationship between the maximal lactate accumulation rate (&#x010B;La<sub>max</sub>) and sprint performance parameters in male competitive swimmers. Seventeen male competitive swimmers volunteered to perform a 20&#x2005;m maximal front crawl sprint without pushing off the wall from a floating position. &#x010B;La<sub>max</sub> was determined by the 20-m sprint time and blood lactate measured before and after the 20&#x2005;m sprint. For the sprint performance parameter, a 50&#x2005;m time trial with the front crawl swimming stroke was conducted, and the times taken from 0 to 15&#x2005;m, 15&#x2013;25&#x2005;m, 25&#x2013;35&#x2005;m, and 35&#x2013;45&#x2005;m were analyzed. A semi-tethered swimming test was conducted to investigate the load-velocity profile of each swimmer. From the load-velocity profile, theoretical maximal velocity (V<sub>0</sub>), maximal load (L<sub>0</sub>) and relative maximal load (rL<sub>0</sub>) were examined. The slope of the load-velocity profile was also determined. According to the results, &#x010B;La<sub>max</sub> correlated with 50&#x2005;m front crawl performance (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;.546, <italic>p</italic>&#x2009;&#x003C;&#x2009;.05). Moreover, a higher &#x010B;La<sub>max</sub> was related to faster 0&#x2013;35&#x2005;m section time. Furthermore, &#x010B;La<sub>max</sub> correlated with L<sub>0</sub> (<italic>r</italic>&#x2009;&#x003D;&#x2009;.837, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), rL<sub>0</sub> (<italic>r</italic>&#x2009;&#x003D;&#x2009;.820, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), and load-velocity slope (<italic>r</italic>&#x2009;&#x003D;&#x2009;.804, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01). &#x010B;La<sub>max</sub> is a good indicator of 50&#x2005;m front crawl performance in male swimmers, and higher glycolytic power contributes to the faster time at the beginning of the sprint race. &#x010B;La<sub>max</sub> could also evaluate the ability of a swimmer to apply force to the water during high-intensity swimming.</p>
</abstract>
<kwd-group>
<kwd>anaerobic capacity</kwd>
<kwd>glycolytic power</kwd>
<kwd>blood lactate</kwd>
<kwd>load-velocity profile</kwd>
<kwd>front crawl swimming</kwd>
</kwd-group><contract-num rid="cn001">JP23K10683</contract-num><contract-sponsor id="cn001">Advanced Research Initiative for Human High Performance (ARIHHP), University of Tsukuba and JSPS KAKENHI</contract-sponsor><counts>
<fig-count count="2"/>
<table-count count="2"/><equation-count count="1"/><ref-count count="49"/><page-count count="9"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Elite Sports and Performance Enhancement</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Competitive swimming events include different distances, from 50&#x2005;m to 1,500&#x2005;m. The energy required to swim these distances is supplied by the aerobic and anaerobic systems; the relative contributions of each energy system vary depending on the duration of each race (<xref ref-type="bibr" rid="B1">1</xref>). Therefore, improvements in both energy systems are essential to enhance swimming performance, and effective monitoring is key to assessing the impact of training and achieving successful performance (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Several reliable parameters are available to monitor aerobic capacity in swimmers, including lactate threshold (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>), onset of blood lactate accumulation (<xref ref-type="bibr" rid="B5">5</xref>), and critical velocity (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Measurement of maximal accumulated oxygen uptake (MAOD) is widely used to assess anaerobic capacity in sports and is also used in swimming (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). However, MAOD is a time-consuming procedure to measure, and it may not be a fully defensible method to determine anaerobic capacity (<xref ref-type="bibr" rid="B10">10</xref>). Therefore, alternative practical methods and indices have been explored (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>The maximal lactate accumulation rate (&#x010B;La<sub>max</sub>) is also an index to access anaerobic capacity. &#x010B;La<sub>max</sub> is calculated by dividing the maximum difference in blood lactate (Bla) before and after a maximal sprint by the sprint time, which is reportedly a parameter to evaluate the athlete&#x0027;s glycolytic power (<xref ref-type="bibr" rid="B13">13</xref>). Due to its applicability in the training setting, &#x010B;La<sub>max</sub> regained popularity and was investigated recently in cycling (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>), running (<xref ref-type="bibr" rid="B16">16</xref>), and rowing exercises (<xref ref-type="bibr" rid="B17">17</xref>). In addition, Quittmann et al. (<xref ref-type="bibr" rid="B16">16</xref>) investigated &#x010B;La<sub>max</sub> during 100&#x2005;m sprint running and reported that &#x010B;La<sub>max</sub> was significantly correlated with sprint performance parameters, suggesting that it can be used as a sport-specific field test. &#x010B;La<sub>max</sub> reportedly differs between handcycling and cycling (<xref ref-type="bibr" rid="B15">15</xref>) or cycling and running (<xref ref-type="bibr" rid="B18">18</xref>) even when investigated in the same individual, so it has been suggested that &#x010B;La<sub>max</sub> is an extremity and movement-specific parameter.</p>
<p>&#x010B;La<sub>max</sub> has also been investigated in swimming (<xref ref-type="bibr" rid="B19">19</xref>). Sperlich et al. (<xref ref-type="bibr" rid="B20">20</xref>) reported that &#x010B;La<sub>max</sub> increases with high intensity interval training and decreases with high volume training, and that &#x010B;La<sub>max</sub> is sensitive to detecting the change of anaerobic capacity in swimmers. Studies on the relationship between &#x010B;La<sub>max</sub> and sprint performance in swimming have yet to reach consensus. Mavroudi et al. (<xref ref-type="bibr" rid="B21">21</xref>) reported a significant correlation between 50&#x2005;m sprint performance and &#x010B;La<sub>max</sub> which was investigated at that sprint. On the other hand, Kellar and Wahl (<xref ref-type="bibr" rid="B22">22</xref>) reported no significant correlation between &#x010B;La<sub>max</sub> assessed by a 20-s sprint test and the average velocity of a 50&#x2005;m official race. Thus, it is still being determined whether &#x010B;La<sub>max</sub> is a genuinely valid measure that can assess anaerobic capacity in swimmers.</p>
<p>Mechanical power is one of the factors that determines maximal swimming velocity (<xref ref-type="bibr" rid="B23">23</xref>). Even a semi-tethered swimming test cannot evaluate pure propulsive power, Gonjo et al. (<xref ref-type="bibr" rid="B24">24</xref>) reported that the index of the load-velocity profile investigated by semi-tethered swimming can be used to evaluate sprint swimming performance. Their findings revealed that theoretical maximal velocity (V<sub>0</sub>), maximal load (L<sub>0</sub>), and load-velocity slope were significantly correlated with the mean velocity of a 50&#x2005;m front crawl trial. Given the potential of these indices as indicators of sprinting ability, understanding the relationship between &#x010B;La<sub>max</sub> and these parameters could shed light on whether pure physiological capacity is related to sprinting ability in swimming. If glycolytic power is indeed related to sprint performance parameters, this approach would allow for a more comprehensive understanding of sprint swimming performance, combining both mechanical and physiological aspects.</p>
<p>The purpose of the present study was to investigate the relationship between &#x010B;La<sub>max</sub> and parameters related to sprint performance in male competitive swimmers. The primary hypothesis of this study was that &#x010B;La<sub>max</sub> negatively correlates with 50&#x2005;m race time. Secondly, we hypothesized that &#x010B;La<sub>max</sub> positively correlates with parameters related to sprint performance (such as V<sub>0</sub> and L<sub>0</sub>) estimated by the load-velocity profile. By addressing these research objectives, we provide valuable insights into the use of &#x010B;La<sub>max</sub> as an index of anaerobic capacity in competitive swimming.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Materials and methods</title>
<sec id="s2a"><label>2.1</label><title>Participants</title>
<p>Seventeen well-trained male competitive swimmers participated in this study. The personal characteristics of the swimmers are shown in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>. Four swimmers specialized in short-distance front crawl, five in middle-distance front crawl, five in butterfly, two in backstroke, and one in individual medley. All swimmers (who were from the same university swimming team) had engaged in competitive swimming for over 6 years and competed at national-level championships. The World Aquatics point scoring of the swimmers&#x2019; personal best records of their major event was 751.8&#x2009;&#x00B1;&#x2009;68.1 point. The participants were made fully aware of the risks, benefits, and stress factors of the study and gave their written consent to participate. In addition, the participants were instructed to refrain from caffeine intake within 12&#x2005;h, and water was only allowed within 2&#x2005;h of testing. This study received the formal approval of the Research Ethics Committee of the authors&#x2019; institution (No. 024-23) in compliance with the Declaration of Helsinki.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Participants&#x2019; physical characteristics, major swimming style and performance level. The World Aquatics point scoring of the swimmers&#x2019; personal best records of their major event is demonstrated.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Subject</th>
<th valign="top" align="center">Body hieght</th>
<th valign="top" align="center">Body mass</th>
<th valign="top" align="center">Age</th>
<th valign="top" align="center" rowspan="2">Major<break/>swimming style</th>
<th valign="top" align="center" rowspan="2">World aquatics<break/>point</th>
</tr>
<tr>
<th valign="top" align="center">(cm)</th>
<th valign="top" align="center">(kg)</th>
<th valign="top" align="center">(yrs)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">A</td>
<td valign="top" align="center">178.0</td>
<td valign="top" align="center">85.0</td>
<td valign="top" align="center">24</td>
<td valign="top" align="left">Butterfly</td>
<td valign="top" align="center">840</td>
</tr>
<tr>
<td valign="top" align="left">B</td>
<td valign="top" align="center">175.0</td>
<td valign="top" align="center">69.0</td>
<td valign="top" align="center">22</td>
<td valign="top" align="left">Front crawl (Short)</td>
<td valign="top" align="center">632</td>
</tr>
<tr>
<td valign="top" align="left">C</td>
<td valign="top" align="center">176.0</td>
<td valign="top" align="center">78.0</td>
<td valign="top" align="center">21</td>
<td valign="top" align="left">Backstroke</td>
<td valign="top" align="center">843</td>
</tr>
<tr>
<td valign="top" align="left">D</td>
<td valign="top" align="center">175.0</td>
<td valign="top" align="center">72.0</td>
<td valign="top" align="center">21</td>
<td valign="top" align="left">Front crawl (Short)</td>
<td valign="top" align="center">791</td>
</tr>
<tr>
<td valign="top" align="left">E</td>
<td valign="top" align="center">169.0</td>
<td valign="top" align="center">73.0</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">Butterfly</td>
<td valign="top" align="center">737</td>
</tr>
<tr>
<td valign="top" align="left">F</td>
<td valign="top" align="center">170.0</td>
<td valign="top" align="center">67.0</td>
<td valign="top" align="center">21</td>
<td valign="top" align="left">Butterfly</td>
<td valign="top" align="center">720</td>
</tr>
<tr>
<td valign="top" align="left">G</td>
<td valign="top" align="center">178.0</td>
<td valign="top" align="center">77.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Front crawl (Short)</td>
<td valign="top" align="center">787</td>
</tr>
<tr>
<td valign="top" align="left">H</td>
<td valign="top" align="center">172.0</td>
<td valign="top" align="center">67.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Front crawl (Short)</td>
<td valign="top" align="center">655</td>
</tr>
<tr>
<td valign="top" align="left">I</td>
<td valign="top" align="center">172.0</td>
<td valign="top" align="center">70.0</td>
<td valign="top" align="center">18</td>
<td valign="top" align="left">Butterfly</td>
<td valign="top" align="center">727</td>
</tr>
<tr>
<td valign="top" align="left">J</td>
<td valign="top" align="center">178.0</td>
<td valign="top" align="center">74.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Backstroke</td>
<td valign="top" align="center">739</td>
</tr>
<tr>
<td valign="top" align="left">K</td>
<td valign="top" align="center">165.0</td>
<td valign="top" align="center">64.0</td>
<td valign="top" align="center">22</td>
<td valign="top" align="left">Front crawl (Middle)</td>
<td valign="top" align="center">601</td>
</tr>
<tr>
<td valign="top" align="left">L</td>
<td valign="top" align="center">170.0</td>
<td valign="top" align="center">69.0</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">Front crawl (Middle)</td>
<td valign="top" align="center">789</td>
</tr>
<tr>
<td valign="top" align="left">M</td>
<td valign="top" align="center">173.0</td>
<td valign="top" align="center">71.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Front crawl (Middle)</td>
<td valign="top" align="center">776</td>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="center">177.0</td>
<td valign="top" align="center">73.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Front crawl (Middle)</td>
<td valign="top" align="center">785</td>
</tr>
<tr>
<td valign="top" align="left">O</td>
<td valign="top" align="center">173.0</td>
<td valign="top" align="center">67.0</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Front crawl (Middle)</td>
<td valign="top" align="center">797</td>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="center">175.0</td>
<td valign="top" align="center">69.0</td>
<td valign="top" align="center">18</td>
<td valign="top" align="left">Butterfly</td>
<td valign="top" align="center">787</td>
</tr>
<tr>
<td valign="top" align="left">Q</td>
<td valign="top" align="center">170.0</td>
<td valign="top" align="center">70.0</td>
<td valign="top" align="center">18</td>
<td valign="top" align="left">Individual Medlay</td>
<td valign="top" align="center">775</td>
</tr>
<tr>
<td valign="top" align="left">Ave</td>
<td valign="top" align="center">173.3</td>
<td valign="top" align="center">71.5</td>
<td valign="top" align="center">19.9</td>
<td valign="top" align="left"/>
<td valign="top" align="center">751.8</td>
</tr>
<tr>
<td valign="top" align="left">SD</td>
<td valign="top" align="center">3.7</td>
<td valign="top" align="center">5.0</td>
<td valign="top" align="center">1.7</td>
<td valign="top" align="left"/>
<td valign="top" align="center">68.1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2b"><label>2.2</label><title>Experimental procedure</title>
<p>All experiments were scheduled during the general and preparation period of the training season (<xref ref-type="bibr" rid="B2">2</xref>) and conducted in an indoor 50&#x2005;m pool. Participants were instructed to conduct a self-selected warm-up mimicking their competition routine. This was followed by 5&#x2005;min of passive rest while seated. The duration of the rest period was in accordance with previous research (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). After the passive rest, the participants performed a 20&#x2005;m all-out front crawl sprint swim without pushing off the wall to evaluate &#x010B;La<sub>max</sub>. In this trial, the participants were instructed to accelerate as fast as possible from a floating position at the 5&#x2005;m point until they passed the 25&#x2005;m point. Thereafter, a 50&#x2005;m time trial and semi-tethered swimming test with a front crawl were conducted to investigate the sprint performance parameters. All experiments were separately conducted with minimum interval of 16&#x2005;h and performed within one week.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>&#x010B;La<sub>max</sub> investigation</title>
<p>Olbrecht (<xref ref-type="bibr" rid="B19">19</xref>) recommends that &#x010B;La<sub>max</sub> should be obtained and measured during a maximal sprint exercise of 10&#x2013;15&#x2005;s. In swimming, Mavroudi et al. (<xref ref-type="bibr" rid="B21">21</xref>) reported that &#x010B;La<sub>max</sub> values obtained in a 25&#x2005;m all-out swim were significantly higher than those obtained in 35&#x2005;m and 50&#x2005;m all-out swims, shorter duration is appropriate for investigating &#x010B;La<sub>max</sub>. Instead of a 25&#x2005;m all-out swim, we adopted a 20&#x2005;m sprint swim of front crawl starting from a floating position at the 5&#x2005;m mark. As it is reported that &#x010B;La<sub>max</sub> is a limb and movement specific parameter (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B18">18</xref>), this procedure eliminates the movement of the block start or wall push and the underwater phase and make it possible to execute the sprint exercise with front crawl swimming movement only. Our preliminary investigation confirmed that the duration of this swim sprint can last approximately 11 s, which falls within the range recommended by Olbrecht (<xref ref-type="bibr" rid="B19">19</xref>). &#x010B;La<sub>max</sub> was determined using <xref ref-type="disp-formula" rid="disp-formula1">Equation 1</xref> (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B25">25</xref>):<disp-formula id="disp-formula1"><label>(1)</label><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="DM1"><mml:mrow><mml:mrow><mml:mover><mml:mi mathvariant="normal">c</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow><mml:mi mathvariant="normal">L</mml:mi></mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">a</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mi mathvariant="normal">max</mml:mi></mml:mrow></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mrow><mml:mi mathvariant="normal">L</mml:mi></mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">a</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mi mathvariant="normal">max</mml:mi></mml:mrow></mml:mrow></mml:msub><mml:mtext>&#x2013;</mml:mtext><mml:mrow><mml:mi mathvariant="normal">L</mml:mi></mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">a</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mi mathvariant="normal">pre</mml:mi></mml:mrow></mml:mrow></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo><mml:mo>/</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>t</mml:mi><mml:mrow><mml:mrow><mml:mi mathvariant="normal">sprint</mml:mi></mml:mrow></mml:mrow></mml:msub><mml:mtext>&#x2013;</mml:mtext><mml:msub><mml:mi>t</mml:mi><mml:mrow><mml:mrow><mml:mi mathvariant="normal">alac</mml:mi></mml:mrow></mml:mrow></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:math></disp-formula>where La<sub>max</sub> is the highest Bla after the 20&#x2005;m sprint, La<sub>pre</sub> is the Bla measured during the passive rest before the sprint, <italic>t</italic><sub>sprint</sub> is the time to complete the 20&#x2005;m sprint, and <italic>t</italic><sub>alac</sub> is the estimated time when energy is delivered by the alactic system.</p>
<p>Bla was measured using a portable analyzer (Lactate Pro2, LT-1730, Arkray, Kyoto, Japan). Considering the reliability and accuracy of the measurement device (<xref ref-type="bibr" rid="B26">26</xref>), each Bla was examined using two analyzers, and then the average value was used for analysis. Immediately after completing the 20&#x2005;m sprint swim, participants were seated on the pool deck. An examiner started a stopwatch at the moment swimmer completed the 20&#x2005;m sprint. Blood was sampled from the fingertips at precise one-minute intervals. The sampling and measurement process continued until the mean Bla value was lower than the previous measurement, indicating that the peak had been reached and passed. The timing of the blood sampling was consistent for all participants, ensuring standardized data collection across the study. The highest value was taken as La<sub>max,</sub> and the time to reach La<sub>max</sub> after the sprint (tLa<sub>max</sub>) was also examined. Two digital cameras (GC-IJ20B; Sports Sensing, Fukuoka, Japan) were set at 5&#x2005;m and 25&#x2005;m points to capture the timing of the passage of an LED marker attached to the participant&#x0027;s head through 5&#x2005;m and 25&#x2005;m marks of the pool. Their passing times and <italic>t</italic><sub>sprint</sub> were analyzed using 2-D motion analysis software (Frame Dias V, Q&#x0027;sfix, Tokyo, Japan). Camera synchronization was achieved through an LED system (LED synchronizer, Q&#x0027;sfix). <italic>t</italic><sub>alac</sub> is the period at the beginning of exercise for which no lactate production is assumed. In cycling exercise, <italic>t</italic><sub>alac</sub> can be determined as the time when power output decreased by 3.5&#x0025; from peak power output directly measured during the maximal sprint (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). However, as it is difficult to measure the power output during swimming exercise, a fixed standard value of 3 s was used for <italic>t</italic><sub>alac</sub> in this study according to previous research (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Eleven participants were retested with the same procedure within 4 days to confirm the reliability of the measurement data.</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Sprint performance parameters</title>
<sec id="s2d1"><label>2.4.1</label><title>50&#x2005;m maximal trial</title>
<p>The 50&#x2005;m time trial required participants to swim front crawl with maximum effort for the sprint performance parameter. After a self-selected warm-up on land and in water, the trial was performed starting from the starting block. The maximal trial was conducted by each swimmer at the center lane of the pool to avoid pacing strategies. The 50&#x2005;m time trial was recorded by panning one digital video camera (60&#x2005;fps, GC-IJ20B; Sports Sensing) from the second floor of the indoor pool. The timing when the swimmer&#x0027;s head passed the 15, 25, 35, and 45&#x2005;m point, which was marked on both side of the lane ropes, and the timing swimmer&#x0027;s hand touched the wall after the starting signal was investigated by feeding the video recording frame by frame at a frame rate of 60&#x2005;fps. This procedure was repeated three times by the same researcher, and the total time to complete 50&#x2005;m swim (t50) and the section time of 0&#x2013;15&#x2005;m, 15&#x2013;25&#x2005;m, 25&#x2013;35&#x2005;m, and 35&#x2013;45&#x2005;m distances were analyzed.</p>
</sec>
<sec id="s2d2"><label>2.4.2</label><title>Load-velocity profile</title>
<p>To obtain the load-velocity profile of each participant, a semi-tethered swimming test was performed using a portable robotic resistance device &#x201C;1080 sprint&#x201D; (1080 Motion, Liding&#x00F6;, Sweden). The device was positioned 0.5&#x2005;m above the water surface on the starting side of the pool (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). Participants were instructed to wear a swim belt for resisted sprint training around their pelvis (Long Belt Slider S11875, StrechCordz, Bloomington, IL, USA), which was connected to the cord of the resistance device. Each sprint began with a push-off start in the water, and the participants were instructed to start swimming before reaching the 5&#x2005;m mark. After the warm-up, participants had to perform five 25&#x2005;m front crawl sprints with maximal effort. There was a rest interval of more than 6&#x2005;min between each sprint. The instantaneous time-swim velocity data were collected at 333&#x2005;Hz. The mean velocity during the three stroke cycles between 10 and 20&#x2005;m section was analyzed using the 1080 sprint software. The velocity measurement cord was not aligned with the swimming direction because the measurement device was placed 0.5&#x2005;m above the water surface. As a result, the measured velocity was adjusted to the horizontal velocity based on Gonjo et al. (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Testing setting for semi-tethered swimming test.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fspor-06-1483659-g001.tif"/>
</fig>
<p>The load-velocity profile of the sprint swim was calculated. The added loads for each sprint were 1, 3, 5, 7, and 9&#x2005;kg (investigated in ascending order). Olstad et al. (<xref ref-type="bibr" rid="B31">31</xref>) reported that 9&#x2005;kg load imposed more than a 50&#x0025; velocity reduction compared to a 1&#x2005;kg load trial in swimmers. This aligns with the suggestion by Cross et al. (<xref ref-type="bibr" rid="B32">32</xref>) that a 50&#x0025; velocity decrease is appropriate for multiple trial sprint testing with external loads. Based on these findings, Gonjo et al. (<xref ref-type="bibr" rid="B24">24</xref>) proposed that an absolute load with a maximum of 9&#x2005;kg is adequate for a semi-tethered swimming test. While Olstad et al. (<xref ref-type="bibr" rid="B31">31</xref>) indicated that using five trials (i.e., 1, 3, 5, 7, and 9&#x2005;kg) in semi-tethered front crawl swimming does not significantly change the outcomes of load-velocity profiling compared to three trials (1, 5, and 9&#x2005;kg), we opted the five-load protocol to obtain a more precise load-velocity relationship. By examining the linear regression line of the five load-velocity plots (<xref ref-type="bibr" rid="B33">33</xref>), the theoretical maximal velocity (V<sub>0</sub>) and maximal load (L<sub>0</sub>) were investigated. L<sub>0</sub> was also expressed as a percentage of body weight (rL<sub>0</sub>). The slope of the load-velocity relationship was also determined (<xref ref-type="bibr" rid="B31">31</xref>). The load-velocity slope indicates the resistive force and is reportedly correlated with active drag in front crawl swimming. A steeper slope indicates lower active drag (<xref ref-type="bibr" rid="B34">34</xref>). <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> shows an example of the load-velocity profile measured for the sprint performance parameters.</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>An example of the load-velocity profile measured from one swimmer in this study.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fspor-06-1483659-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s2e"><label>2.5</label><title>Statistical analysis</title>
<p>All data are reported as mean&#x2009;&#x00B1;&#x2009;SD and 95&#x0025; confidence intervals was calculated. Normal distribution of variables was assessed using the Shapiro&#x2013;Wilk test. The reliability of &#x010B;La<sub>max</sub> (measured twice in 11 swimmers) was analyzed using the intra-class correlation coefficient (ICC). ICC was classified as &#x201C;excellent&#x201D; (ICC&#x2009;&#x2265;&#x2009;0.90), &#x201C;good&#x201D; (0.90&#x2009;&#x003E;&#x2009;ICC&#x2009;&#x2265;&#x2009;0.75), &#x201C;moderate&#x201D; (0.75&#x2009;&#x003E;&#x2009;ICC&#x2009;&#x2265;&#x2009;0.50), or &#x201C;poor&#x201D; (ICC&#x2009;&#x003C;&#x2009;0.50) (<xref ref-type="bibr" rid="B35">35</xref>). The relationships between &#x010B;La<sub>max</sub> and sprint performance parameters were investigated using Pearson&#x0027;s correlation coefficient for normally distributed data and Spearman&#x0027;s rank correlation coefficient for non-normally distributed data. Correlation threshold values of 0.1, 0.3, 0.5, 0.7, and 0.9 were interpreted as small, moderate, large, very large, and extremely large correlations, respectively (<xref ref-type="bibr" rid="B36">36</xref>). The power of the correlation test was also computed. The analysis was performed with SPSS software (version 29, IBM, Tokyo, Japan), and the statistical significance level was set at 5&#x0025;.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<p>The measured parameters are shown in <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>. The average time of the 20&#x2005;m sprint for the &#x010B;La<sub>max</sub> measurement was 11.5&#x2009;&#x00B1;&#x2009;0.4 s, La<sub>pre</sub> was 1.6&#x2009;&#x00B1;&#x2009;0.4&#x2005;mmol/L, La<sub>max</sub> was 6.8&#x2009;&#x00B1;&#x2009;1.2&#x2005;mmol/L, tLa<sub>max</sub> was 1.8&#x2009;&#x00B1;&#x2009;0.8&#x2005;min, and &#x010B;La<sub>max</sub> was 0.63&#x2009;&#x00B1;&#x2009;0.14&#x2005;mmol/L/s. ICC of the twice-measured &#x010B;La<sub>max</sub> was 0.913 (95&#x0025; confidence interval: 0.724&#x2013;0.976, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01). &#x010B;La<sub>max</sub> showed significant correlation with t50 (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;.546, <italic>p</italic>&#x2009;&#x003C;&#x2009;.05) and the section time of 0&#x2013;15&#x2005;m (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;.627, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), 15&#x2013;25&#x2005;m (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;.618, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), 25&#x2013;35&#x2005;m (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;.604, <italic>p</italic>&#x2009;&#x003C;&#x2009;.05) of the trial. L<sub>0</sub> (<italic>r</italic>&#x2009;&#x003D;&#x2009;.837, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), rL<sub>0</sub> (<italic>r</italic>&#x2009;&#x003D;&#x2009;.820, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01), and the slope (<italic>r</italic>&#x2009;&#x003D;&#x2009;.804, <italic>p</italic>&#x2009;&#x003C;&#x2009;.01) obtained from the load-velocity profile also significantly correlated with &#x010B;La<sub>max</sub>.</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>C&#x02D9;la<sub>max</sub> and its correlation with measured parameters.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" colspan="3"/>
<th valign="top" align="center">Mean&#x2009;&#x00B1;&#x2009;SD</th>
<th valign="top" align="center">95&#x0025; confidence interval</th>
<th valign="top" align="center" rowspan="2">Correlation between &#x010B;Lamax</th>
<th valign="top" align="center" rowspan="2">Power of correlation</th>
</tr>
<tr>
<th valign="top" align="left" colspan="2">&#x010B;La<sub>max</sub></th>
<th valign="top" align="center">(mmol/L/s)</th>
<th valign="top" align="center">0.63&#x2009;&#x00B1;&#x2009;0.14</th>
<th valign="top" align="center">0.56&#x223C;0.70</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="5">50&#x2005;m time trail</td>
<td valign="top" align="left">0&#x2013;15&#x2005;m</td>
<td valign="top" align="center">(s)</td>
<td valign="top" align="center">5.93&#x2009;&#x00B1;&#x2009;0.27</td>
<td valign="top" align="center">5.80&#x223C;6.05</td>
<td valign="top" align="center">-.627&#x002A;&#x002A;</td>
<td valign="top" align="center">.817</td>
</tr>
<tr>
<td valign="top" align="left">15&#x2013;25&#x2005;m</td>
<td valign="top" align="center">(s)</td>
<td valign="top" align="center">5.18&#x2009;&#x00B1;&#x2009;0.18</td>
<td valign="top" align="center">5.10&#x223C;5.26</td>
<td valign="top" align="center">-.618&#x002A;&#x002A;</td>
<td valign="top" align="center">.796</td>
</tr>
<tr>
<td valign="top" align="left">25&#x2013;35&#x2005;m</td>
<td valign="top" align="center">(s)</td>
<td valign="top" align="center">5.31&#x2009;&#x00B1;&#x2009;0.16</td>
<td valign="top" align="center">5.24&#x223C;5.39</td>
<td valign="top" align="center">-.604<xref ref-type="table-fn" rid="table-fn1">&#x002A;</xref></td>
<td valign="top" align="center">.771</td>
</tr>
<tr>
<td valign="top" align="left">35&#x2013;45&#x2005;m</td>
<td valign="top" align="center">(s)</td>
<td valign="top" align="center">5.41&#x2009;&#x00B1;&#x2009;0.14</td>
<td valign="top" align="center">5.34&#x223C;5.48</td>
<td valign="top" align="center">-.465</td>
<td valign="top" align="center">.490</td>
</tr>
<tr>
<td valign="top" align="left">total time</td>
<td valign="top" align="center">(s)</td>
<td valign="top" align="center">24.58&#x2009;&#x00B1;&#x2009;0.73</td>
<td valign="top" align="center">24.23&#x223C;24.93</td>
<td valign="top" align="center">-.546<xref ref-type="table-fn" rid="table-fn1">&#x002A;</xref></td>
<td valign="top" align="center">.657</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">Load-velocity profile</td>
<td valign="top" align="left">V<sub>0</sub></td>
<td valign="top" align="center">(m/s)</td>
<td valign="top" align="center">1.81&#x2009;&#x00B1;&#x2009;0.09</td>
<td valign="top" align="center">1.77&#x223C;1.86</td>
<td valign="top" align="center">.224</td>
<td valign="top" align="center">.139</td>
</tr>
<tr>
<td valign="top" align="left">L<sub>0</sub></td>
<td valign="top" align="center">(kg)</td>
<td valign="top" align="center">18.56&#x2009;&#x00B1;&#x2009;3.83</td>
<td valign="top" align="center">16.74&#x223C;20.38</td>
<td valign="top" align="center">.837&#x002A;&#x002A;</td>
<td valign="top" align="center">.996</td>
</tr>
<tr>
<td valign="top" align="left">rL<sub>0</sub></td>
<td valign="top" align="center">(&#x0025;)</td>
<td valign="top" align="center">25.94&#x2009;&#x00B1;&#x2009;4.79</td>
<td valign="top" align="center">23.66&#x223C;28.21</td>
<td valign="top" align="center">.820&#x002A;&#x002A;</td>
<td valign="top" align="center">.993</td>
</tr>
<tr>
<td valign="top" align="left">slope</td>
<td valign="top" align="center">(&#x2212;m/s/kg)</td>
<td valign="top" align="center">&#x2212;0.10&#x2009;&#x00B1;&#x2009;0.02</td>
<td valign="top" align="center">&#x2212;0.11 to &#x2212;0.09</td>
<td valign="top" align="center">.804&#x002A;&#x002A;</td>
<td valign="top" align="center">.989</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;.05, &#x002A;&#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;.01.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>The present study explored the relationship between &#x010B;La<sub>max</sub> and factors associated with sprint performance in male competitive swimmers. The main findings of this study were that &#x010B;La<sub>max</sub> is significantly correlated with 50&#x2005;m front crawl performance in male swimmers and that a higher glycolytic power contributes to a faster time at the beginning of the sprint race. We were also able to clarify that &#x010B;La<sub>max</sub> is significantly related to the theoretical maximal load a swimmer can pull with front crawl swimming.</p>
<p>The time taken for the 20&#x2005;m sprint to measure &#x010B;La<sub>max</sub> was 11.5&#x2009;&#x00B1;&#x2009;0.4&#x2005;s, which falls within the recommended range of 10&#x2013;15&#x2005;s for this parameter (<xref ref-type="bibr" rid="B19">19</xref>). In a study by Langley et al. (<xref ref-type="bibr" rid="B37">37</xref>), it was found that the 10-s sprint duration produced the highest &#x010B;La<sub>max</sub> value when compared to the 15-s and 30-s sprints in cycling tests. Mavroudi et al. (<xref ref-type="bibr" rid="B21">21</xref>) also reported higher &#x010B;La<sub>max</sub> values when investigating shorter sprints in swimming. Additionally, Quittmann et al. (<xref ref-type="bibr" rid="B16">16</xref>) suggested that investigating &#x010B;La<sub>max</sub> based on a fixed distance instead of a fixed duration protocol may be more appropriate in field-based settings if the duration variation is minimal. Overall, the 20&#x2005;m sprint utilized in this study was appropriate and applicable for assessing a swimmer&#x0027;s highest glycolytic power. The &#x010B;La<sub>max</sub> value calculated in this study was 0.63&#x2009;&#x00B1;&#x2009;0.14&#x2005;mmol/L/s, which is similar to the values reported by Sperlich et al. (<xref ref-type="bibr" rid="B20">20</xref>) and Mavroudi et al. (<xref ref-type="bibr" rid="B21">21</xref>) of 0.64&#x2009;&#x00B1;&#x2009;0.29 and 0.75&#x2009;&#x00B1;&#x2009;0.18&#x2005;mmol/L/s, respectively. However, in research with young female swimmers, Kellar and Wahl (<xref ref-type="bibr" rid="B22">22</xref>) found a lower value of 0.38&#x2009;&#x00B1;&#x2009;0.11&#x2005;mmol/L/s in their research with young female swimmers. It is worth noting that although &#x010B;La<sub>max</sub> was assessed using different methods in these studies, it seems that the value is lower in females compared to males, possibly due to differences in muscle mass (<xref ref-type="bibr" rid="B38">38</xref>), which could affect lactate production during exercise (<xref ref-type="bibr" rid="B39">39</xref>). Generally, female swimmers tend to have longer completion times for a 20&#x2005;m sprint compared to male swimmers. Additionally, if lactate production is lower in females, &#x010B;Lamax values will tend to be lower due to the formula used to calculate this parameter (<xref ref-type="disp-formula" rid="disp-formula1">Equation 1</xref>). These factors suggest that the relationship between &#x010B;Lamax and performance may be gender-specific.</p>
<p>The reliability of the &#x010B;La<sub>max</sub> was &#x201C;excellent&#x201D; when measured twice within 4 days (ICC&#x2009;&#x003D;&#x2009;0.913). This ICC value was slightly higher than those reported in previous investigations on cycling [ICC&#x2009;&#x003D;&#x2009;0.904, (<xref ref-type="bibr" rid="B40">40</xref>)], running [ICC&#x2009;&#x003D;&#x2009;0.907, (<xref ref-type="bibr" rid="B16">16</xref>)], and rowing [ICC&#x2009;&#x003D;&#x2009;0.85, (<xref ref-type="bibr" rid="B17">17</xref>)]. The accuracy and reliability of the Bla measurement device used in this study were evaluated as good according to the methods of Bonaventura et al. (<xref ref-type="bibr" rid="B26">26</xref>). It is worth noting that given the small volume of sampled blood (0.3&#x2005;&#x00B5;l), we took the average Bla value assessed by the two devices to ensure a stable value. The measurement procedure used in this study clarified that &#x010B;La<sub>max</sub> could be investigated with high reliability.</p>
<p>Mavroudi et al. (<xref ref-type="bibr" rid="B21">21</xref>) studied eight male and four female swimmers and found that a 50&#x2005;m sprint trial significantly correlated with &#x010B;La<sub>max</sub> measured during that swim; however, this result may be affected by including both genders. In the present study of male-only measurements and a 20&#x2005;m sprint, we also found a significant correlation between &#x010B;La<sub>max</sub> and t50. On the other hand, Kellar and Wahl (<xref ref-type="bibr" rid="B22">22</xref>) investigated the relationship between &#x010B;La<sub>max</sub> and 50&#x2005;m swim race performance but found no significant relationship. The differences in the measurement protocol may cause different results. Kellar and Wahl (<xref ref-type="bibr" rid="B22">22</xref>) investigated &#x010B;La<sub>max</sub> from a 20-s sprint test in which the duration is longer than the highest value reportedly observed. The sprint duration should be shorter to assess &#x010B;La<sub>max</sub> related to 50&#x2005;m performance. Moreover, our measurement setting was defined by the fact that the short sprint was executed from a floating position. This execution eliminates the movement of the block start or wall push and the underwater phase, which is completely different from the regular swimming motion. Thus, this indicated that accurately assessing &#x010B;La<sub>max</sub> could be achieved by excluding factors other than swimming motion, allowing for the practical evaluation of glycolytic power during swimming. As a result, a 20&#x2005;m sprint swim solely relying on the swimming motion is an effective way to measure &#x010B;La<sub>max</sub>, making it an important parameter to monitor during training.</p>
<p>When examining the relationship between &#x010B;La<sub>max</sub> and each section time of the 50&#x2005;m trial, large correlations were observed at the 0&#x2013;15&#x2005;m, 15&#x2013;25&#x2005;m, and 25&#x2013;35&#x2005;m section times. The contribution ratio of aerobic and anaerobic metabolism is reportedly 30:70 in a 50&#x2005;m race (<xref ref-type="bibr" rid="B1">1</xref>). Therefore, a higher glycolytic power is related to a faster time up to 35&#x2005;m of the race, while aerobic capacity may be related to the later performance. Therefore, the present study confirmed that &#x010B;La<sub>max</sub> is a good performance indicator in the first half of a 50&#x2005;m front crawl swim, suggesting that glycolytic power is crucial for 50&#x2005;m sprint performance, and swimmers aiming to start fast in a 50&#x2005;m race should focus on improving &#x010B;La<sub>max</sub>. Research has shown varied effects of different training modalities on &#x010B;Lamax. Sperlich et al. (<xref ref-type="bibr" rid="B20">20</xref>) reported an increase in &#x010B;La<sub>max</sub> following high-intensity interval training in junior swimmers. Similarly, Nitzsche et al. (<xref ref-type="bibr" rid="B41">41</xref>) observed an increase in &#x010B;La<sub>max</sub> with resistance training in male strength-trained volunteers. However, contrasting results were found by Hommel et al. (<xref ref-type="bibr" rid="B14">14</xref>), who reported a decrease in &#x010B;La<sub>max</sub> after a six-week sprint interval cycling training program. These conflicting findings underscore the need for further research on training interventions specifically aimed at improving glycolytic power in swimmers.</p>
<p>&#x010B;La<sub>max</sub> correlated with L<sub>0</sub> and rL<sub>0</sub>, indicating the connection between glycolytic power and the ability to exert force in the water. As Maglischo (<xref ref-type="bibr" rid="B2">2</xref>) highlighted, the limiting factors of a 50&#x2005;m race performance are the stroke technique, the rate of anaerobic metabolism, and the amount of creatine phosphate in the working muscle fibers of a swimmer. Therefore, &#x010B;La<sub>max</sub> could evaluate the first two factors, making it a valuable parameter for monitoring the swimmer&#x0027;s sprint performance capacity throughout the training season. Coaches and athletes can use &#x010B;La<sub>max</sub> and aerobic capacity parameter to plan and prescribe training for performance improvement and to avoid nonfunctional overreaching (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Our study also proposed a practical procedure to evaluate &#x010B;La<sub>max</sub> in swimming.</p>
<p>A very large correlation was found between &#x010B;La<sub>max</sub> and L<sub>0</sub>, rL<sub>0</sub>, and the slope calculated from the load-velocity profile. L<sub>0</sub> represents the theoretical maximal load that swimmers can exert on the water (<xref ref-type="bibr" rid="B31">31</xref>). As active drag is approximately proportional to the cube of swimming velocity (<xref ref-type="bibr" rid="B42">42</xref>), swimmers need to overcome a large amount of drag during high-velocity swimming. Consequently, a high L<sub>0</sub> is one of the essential abilities for sprinters. rL<sub>0</sub> correlates significantly with 50&#x2005;m front crawl performance (<xref ref-type="bibr" rid="B24">24</xref>). Therefore, the present results indicate that the pure capacity to produce power at a higher rate is related to the higher capacity to apply force to the water, which could be crucial for achieving high sprinting performance. Moreover, the significant correlation between &#x010B;La<sub>max</sub> and the load&#x2013;velocity slope may be affected by the significant relationship between &#x010B;La<sub>max</sub> and L<sub>0</sub>. Based on our findings, V<sub>0</sub> did not correlate with &#x010B;La<sub>max</sub>. As V<sub>0</sub> represents the theoretical maximal velocity, it may be closely associated with the contribution of the alactic energy system. Furthermore, Gonjo et al. (<xref ref-type="bibr" rid="B24">24</xref>) suggested that V<sub>0</sub> should not be used to predict the absolute free-swimming speed during a race due to the observed systematic bias between the average swimming velocity of the 50&#x2005;m front crawl trial and V<sub>0</sub>, which may have affected our results.</p>
<p>Beyond evaluating an athlete&#x0027;s glycolytic power, &#x010B;La<sub>max</sub> has potential applications in predicting individual pacing strategies. Quittmann et al. (<xref ref-type="bibr" rid="B43">43</xref>) suggested that this parameter could be used to predict pacing strategies in 5,000&#x2005;m running, a concept that may be applicable to sprint swimming races. Swimmers with high &#x010B;La<sub>max</sub> values are likely to start races quickly and apply greater force to the water. For these athletes, coaches should focus on strategies that allow for a fast start while minimizing effort, to prevent fatigue at the end of the race. Conversely, swimmers with lower &#x010B;La<sub>max</sub> values should avoid an intense burst immediately after the breakout. Instead, they should focus on gradually increasing their effort towards the end of the race. By tailoring race strategies to individual &#x010B;La<sub>max</sub> profiles, coaches and swimmers can optimize performance and energy distribution throughout the race. Comparing the relationship between &#x010B;La<sub>max</sub> and race performance across multiple competitions may provide valuable insights into whether success or failure in a race is primarily due to physiological or technical factors. This approach could help coaches and athletes differentiate between improvements in anaerobic capacity and enhancements in swimming technique or race strategy. Furthermore, Morais et al. (<xref ref-type="bibr" rid="B44">44</xref>) reported that swimmer with faster critical speed was more likely to perform better in middle- or long-distance events than in sprints. By examining critical speed together, it may provide more detailed information to coaches and swimmers including evaluation of aerobic capacity. Longitudinal studies are warranted to fully clarify the practical applicability of &#x010B;La<sub>max</sub> in real-world competitive settings. Such research could reveal how this parameter changes over time with training and how these changes correlate with performance improvements. Additionally, it could help establish &#x010B;La<sub>max</sub> as a reliable tool for long-term athlete monitoring and performance prediction.</p>
<p>A limitation of the present study is that a constant value of 3 s was used for <italic>t</italic><sub>alac</sub> to calculate &#x010B;Lamax. Yang et al. (<xref ref-type="bibr" rid="B45">45</xref>) reported that insights into the inter-individual differences in energy and glycolytic metabolism would be altered by using different <italic>t</italic><sub>alac</sub> values. An alternative procedure to assess <italic>t</italic><sub>alac</sub> is being explored (<xref ref-type="bibr" rid="B46">46</xref>). The actual time of <italic>t</italic><sub>alac</sub> likely varies among participants, which may influence the precision of &#x010B;La<sub>max</sub> calculations. If novel approaches to measure power output during swimming can be developed, it would enable a more accurate evaluation of &#x010B;La<sub>max</sub>. Such advancements in measurement techniques could potentially affect the results of the present study and provide more precise insights into the relationship between &#x010B;La<sub>max</sub> and swimming performance. However, it still seems complicated to establish a rational method to assess t<sub>alac</sub> during swimming exercise; using a constant value may remain a practical procedure to investigate &#x010B;La<sub>max</sub> in this sport. Second, Affonso et al. (<xref ref-type="bibr" rid="B47">47</xref>) reported an extremely high Bla level of 12.1&#x2013;17.4&#x2005;mmol/L after a 5-s short sprint in an elite front crawl swimmer (World Aquatics point&#x2009;&#x003D;&#x2009;985). The high &#x010B;La<sub>max</sub> in this swimmer suggests that higher glycolytic power may be essential for achieving high sprint performance. However, it should be noted that this relationship may have been observed due to the swimmers having identical mechanical efficiencies. Toussaint (<xref ref-type="bibr" rid="B48">48</xref>) examined the propelling efficiency of well-trained competitive swimmers and triathletes, reporting values of 61&#x2009;&#x00B1;&#x2009;6&#x0025; for swimmers and 44&#x2009;&#x00B1;&#x2009;3&#x0025; for triathletes. This suggests that, even if two swimmers exert the same glycolytic power, a swimmer with lower mechanical efficiency will be slower. It is essential to consider the implications of our study when applied to swimmers at different performance levels. Several methods exist for investigating propulsive efficiency during sprint swimming, including the MAD (Measuring Active Drag) system (<xref ref-type="bibr" rid="B48">48</xref>) and pressure distribution analysis (<xref ref-type="bibr" rid="B49">49</xref>). By combining these propulsive efficiency evaluations with &#x010B;La<sub>max</sub> assessments, it would be possible to develop a more comprehensive profile of a swimmer&#x0027;s characteristics. This integrated approach could provide valuable information for planning future training strategies. Specifically, it would allow coaches and athletes to determine whether to focus on improving stroke mechanics or enhancing anaerobic power, based on individual strengths and weaknesses identified through these complementary assessments. Such a multifaceted evaluation strategy could lead to more targeted and effective training interventions, potentially optimizing performance improvements in sprint swimming.</p>
</sec>
<sec id="s5" sec-type="conclusions"><label>5</label><title>Conclusion</title>
<p>The testing procedure of &#x010B;La<sub>max</sub> used in the present study was found to be suitable for training settings and to have high reliability. The study clarified that &#x010B;La<sub>max</sub> is a parameter associated with the 50&#x2005;m front crawl performance in male swimmers, and a higher glycolytic power leads to faster times at the beginning of a sprint race. It also indicated that &#x010B;La<sub>max</sub> can assess a swimmer&#x0027;s ability to apply force to the water during high-intensity swimming. Therefore, &#x010B;La<sub>max</sub> is a good indicator of front crawl sprint performance for well-trained male swimmers.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by Human Subjects Committee of the University of Tsukuba. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>YS: Conceptualization, Funding acquisition, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation. AS: Formal Analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JK: Formal Analysis, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. KH: Formal Analysis, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YN: Formal Analysis, Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. TT: Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NH: Conceptualization, Resources, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AN: Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Formal Analysis. MI: Investigation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by a grant 2023(I)5 from Advanced Research Initiative for Human High Performance (ARIHHP), University of Tsukuba and JSPS KAKENHI Grant Number JP23K10683.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;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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