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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">860709</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2022.860709</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cold Water Immersion Improves the Recovery of Both Central and Peripheral Fatigue Following Simulated Soccer Match-Play</article-title>
<alt-title alt-title-type="left-running-head">Bouchiba et al.</alt-title>
<alt-title alt-title-type="right-running-head">Cold Water Immersion and Fatigue</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bouchiba</surname>
<given-names>Mustapha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/654280/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bragazzi</surname>
<given-names>Nicola Luigi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/69944/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zarzissi</surname>
<given-names>Slim</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1755038/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Turki</surname>
<given-names>Mouna</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zghal</surname>
<given-names>Firas</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/689343/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grati</surname>
<given-names>Mohamed Amine</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Daab</surname>
<given-names>Wael</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/728459/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ayadi</surname>
<given-names>Fatma</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rebai</surname>
<given-names>Haithem</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1250259/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ibn Hadj Amor</surname>
<given-names>Hassen</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1416621/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hureau</surname>
<given-names>Thomas J.</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/464294/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bouzid</surname>
<given-names>Mohamed Amine</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1648388/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Research Laboratory</institution>, <institution>Education, Motricit&#xe9;</institution>, <institution>Sport et Sant&#xe9;, EM2S, LR19JS01</institution>, <institution>High Institute of Sport and Physical Education</institution>, <institution>University of Sfax</institution>, <addr-line>Sfax</addr-line>, <country>Tunisia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratory for Industrial and Applied Mathematics (LIAM)</institution>, <institution>Department of Mathematics and Statistics</institution>, <institution>York University</institution>, <addr-line>Toronto</addr-line>, <addr-line>ON</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laboratory of Biochemistry</institution>, <institution>CHU Habib Bourguiba</institution>, <institution>Sfax University</institution>, <addr-line>Sfax</addr-line>, <country>Tunisia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Facult&#xe9; des Sciences du Sport</institution>, <institution>Universit&#xe9; C&#xf4;te d&#x27;Azur</institution>, <addr-line>Nice</addr-line>, <country>France</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Universit&#xe9; de Monastir Facult&#xe9; de M&#xe9;decine de Monastir</institution>, <addr-line>Monastir</addr-line>, <country>Tunisia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Oxidative Stress and Muscular Protection Laboratory (UR3072)</institution>, <institution>Faculty of Medicine</institution>, <institution>Mitochondria</institution>, <institution>University of Strasbourg</institution>, <addr-line>Strasbourg</addr-line>, <country>France</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>European Centre for Education</institution>, <institution>Research and Innovation in Exercise Physiology (CEERIPE)</institution>, <institution>Faculty of Sport Sciences</institution>, <institution>University of Strasbourg</institution>, <addr-line>Strasbourg</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/260529/overview">Valentina Agostini</ext-link>, Politecnico di Torino, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/456406/overview">Dale Wilson Chapman</ext-link>, Curtin University, Australia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1220492/overview">Joao Renato Marques Silva</ext-link>, University of Porto, Portugal</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Nicola Luigi Bragazzi, <email>bragazzi@yorku.ca</email>
<email>mailto:bragazzi@yorku.ca</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Exercise Physiology, a section of the journal Frontiers in Physiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>860709</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Bouchiba, Bragazzi, Zarzissi, Turki, Zghal, Grati, Daab, Ayadi, Rebai, Ibn Hadj Amor, Hureau and Bouzid.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Bouchiba, Bragazzi, Zarzissi, Turki, Zghal, Grati, Daab, Ayadi, Rebai, Ibn Hadj Amor, Hureau and Bouzid</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The present study aimed to investigate the effect of cold water immersion (CWI) on the recovery of neuromuscular fatigue following simulated soccer match-play. In a randomized design, twelve soccer players completed a 90-min simulated soccer match followed by either CWI or thermoneutral water immersion (TWI, sham condition). Before and after match (immediately after CWI/TWI through 72&#xa0;h recovery), neuromuscular and performance assessments were performed. Maximal voluntary contraction (MVC) and twitch responses, delivered through electrical femoral nerve stimulation, were used to assess peripheral fatigue (quadriceps resting twitch force, Q<sub>tw,pot</sub>) and central fatigue (voluntary activation, VA). Performance was assessed via squat jump (SJ), countermovement jump (CMJ), and 20&#xa0;m sprint tests. Biomarkers of muscle damages (creatine kinase, CK; Lactate dehydrogenase, LDH) were also collected. Smaller reductions in CWI than TWI were found in MVC (-9.9 &#xb1; 3%<italic>vs</italic>-23.7 &#xb1; 14.7%), VA (-3.7 &#xb1; 4.9%<italic>vs</italic>-15.4 &#xb1; 5.6%) and Q<sub>tw,pot</sub> (-15.7 &#xb1; 5.9% vs<italic>.</italic> -24.8 &#xb1; 9.5%) following post-match intervention (<italic>p</italic> &#x3c; 0.05). On the other hand, smaller reductions in CWI than TWI were found only in Q<sub>tw,pot</sub> (-0.2 &#xb1; 7.7% vs<italic>.</italic> -8.8 &#xb1; 9.6%) at 72&#xa0;h post-match. Afterwards, these parameters remained lower compared to baseline up to 48&#x2013;72&#xa0;h in TWI while they all recovered within 24&#xa0;h in CWI. The 20&#xa0;m sprint performance was less impaired in CWI than TWI (&#x2b;11.1 &#xb1; 3.2% vs<italic>.</italic> &#x2b;18 &#xb1; 3.6%, <italic>p</italic> &#x3c; 0.05) while SJ and CMJ were not affected by the recovery strategy. Plasma LDH, yet no CK, were less increased during recovery in CWI compared to TWI. This study showed that CWI reduced both central and peripheral components of fatigue, which in turn led to earlier full recovery of the neuromuscular function and performance indices. Therefore, CWI might be an interesting recovery strategy for soccer players.</p>
</abstract>
<kwd-group>
<kwd>neuromuscular fatigue</kwd>
<kwd>recovery strategy</kwd>
<kwd>football</kwd>
<kwd>cold water immersion</kwd>
<kwd>exercise performance</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>During a single match-play, soccer players cover 10&#x2013;13&#xa0;km, of which 2&#x2013;3&#xa0;km at high-intensity running involving accelerations, decelerations, direction changing and tackles (<xref ref-type="bibr" rid="B33">Mohr et al., 2003</xref>). As a consequence of this physical demand, a soccer match-play generates substantial neuromuscular fatigue (<xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>; <xref ref-type="bibr" rid="B42">Thomas et al., 2017</xref>) with implications for subsequent performance (<xref ref-type="bibr" rid="B4">Andersson et al., 2008</xref>; <xref ref-type="bibr" rid="B27">Ispirlidis et al., 2008</xref>).</p>
<p>Neuromuscular fatigue can be defined as a transient reduction of the muscle&#x2019;s ability to generate force and is related to mechanisms of central and/or peripheral origins (<xref ref-type="bibr" rid="B21">Gandevia, 2001</xref>). Central fatigue is defined as a failure of the central nervous system to voluntarily activate the muscle (<xref ref-type="bibr" rid="B21">Gandevia, 2001</xref>), while peripheral fatigue is associated to the biochemical changes within the active muscle (<xref ref-type="bibr" rid="B2">Allen et al., 2008</xref>). Interestingly, studies performed during simulated (<xref ref-type="bibr" rid="B42">Thomas et al., 2017</xref>) or competitive (<xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>) soccer match-play showed that players experienced both central and peripheral fatigue following a match, which persisted for up to 72&#xa0;h after match completion. Similarly, markers of muscle damage and inflammation increased after a soccer match-play in elite players, with a return to baseline values after 72&#xa0;h (<xref ref-type="bibr" rid="B6">Ascens&#xe3;o et al., 2008</xref>; <xref ref-type="bibr" rid="B27">Ispirlidis et al., 2008</xref>). These physiological impairments observed following a soccer match-play led to a transient decrease in physical performance as evidenced by several indices such as impairments in measures of jump and sprint ability and force production (<xref ref-type="bibr" rid="B4">Andersson et al., 2008</xref>; <xref ref-type="bibr" rid="B27">Ispirlidis et al., 2008</xref>). Here again, physical performance was not restored quickly and remained lower than baseline for up to 72&#xa0;h (<xref ref-type="bibr" rid="B27">Ispirlidis et al., 2008</xref>; <xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>).</p>
<p>Nowadays, the competitive schedule is heavy for elite soccer players, with up to two matches per week over the course of a 9-months season, inevitably leading to short recovery periods (&#x223c;3&#x2013;4 days) between matches (<xref ref-type="bibr" rid="B35">N&#xe9;d&#xe9;lec et al., 2012</xref>). Consequently, players are likely to demonstrate residual fatigue at the start of congested matches, with a negative effect on physical performance and a substantial increase in injury risk (<xref ref-type="bibr" rid="B15">Dupont et al., 2010</xref>). Therefore, the need to accelerate the recovery process after soccer match-play seems vital for performance. With this in mind, the use of cold water immersion (CWI) after exercise might be an interesting strategy, as it has been proven to reduce muscle damage and inflammation immediately following a soccer match (<xref ref-type="bibr" rid="B7">Bailey et al., 2007</xref>; <xref ref-type="bibr" rid="B10">Bouzid et al., 2018</xref>) and to result in faster recovery of physical performance in professional soccer players (<xref ref-type="bibr" rid="B1">Aba&#xef;dia et al., 2017</xref>; <xref ref-type="bibr" rid="B10">Bouzid et al., 2018</xref>).</p>
<p>Although there is compelling evidence that CWI enhances post-exercise recovery, its mechanistic consequences on neuromuscular fatigue and recovery are still unknown (<xref ref-type="bibr" rid="B26">Ihsan et al., 2016</xref>). More specifically, since soccer match-play induces, as described above, neuromuscular fatigue of both central and peripheral origins (<xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>; <xref ref-type="bibr" rid="B42">Thomas et al., 2017</xref>), it is important to characterize the acute and delayed effects of CWI on these two fatigue components.</p>
<p>Thus, the aim of the present study was to examine the impact of immediate post-exercise CWI on the recovery time-course of neuromuscular fatigue following a simulated soccer match-play. We hypothesized that CWI would lead to lower peripheral and central fatigue development, and therefore faster recovery kinetics, compared to a sham, thermoneutral water immersion (TWI).</p>
</sec>
<sec id="s2">
<title>2. Methods</title>
<sec id="s2-1">
<title>2.1. Participants</title>
<p>Upon ethical approval from the local clinical Research Ethics Committee (CPP N&#xb0; 0104), 12 male soccer players volunteered to participate in this study (mean &#xb1; SD; age: 22.9 &#xb1; 0.9 years; body mass: 71.3 &#xb1; 6.4 kg; height: 1.84 &#xb1; 0.06 cm, Maximal aerobic speed: 16.4 &#xb1; 2.3&#xa0;km/h, MVC: 829.3 &#xb1; 165.5 N, SJ: 36.6 &#xb1; 1.94 cm, CMJ: 37.5 &#xb1; 3.7 cm, 20&#xa0;m sprint: 2.8 &#xb1; 0.37s). All participants were playing in the third Tunisian National League and trained at least 5 days per week for&#x223c;1.5&#xa0;h per day during the competitive period. Experimental testing sessions took place in the late off-season to early pre-season phase of the players&#x2019; training year, while players were still resting.</p>
</sec>
<sec id="s2-2">
<title>2.2. Experimental Design</title>
<sec id="s2-2-1">
<title>2.2.1. Overview</title>
<p>All participants completed two preliminary visits to ensure familiarization with the measurements implemented in this study, and another visit to determine the maximal aerobic speed via a VAMEVAL incremental running test (<xref ref-type="bibr" rid="B43">Uger and Boucher, 1980</xref>). Next, participants completed two experimental sessions, separated by at least seven days in randomized order, where they performed a simulated soccer match followed by 10&#xa0;min of recovery using thermoneutral water immersion (TWI) or cold-water immersion (CWI) (<xref ref-type="fig" rid="F1">Figure 1</xref>). For each condition, blood biomarkers, neuromuscular function and physical performance assessments were performed at baseline, immediately after CWI/TWI, and 24, 48 and 72&#xa0;h after the match to ascertain the time-course of recovery of all variables of interest. All measures of physical function and blood markers were performed following the neuromuscular assessment and the completion of a standardized warm-up. All assessments were performed on an indoor synthetic track, in a quiet laboratory under standardized conditions (temperature: 21&#x2013;23&#xb0;C; relative humidity: 40&#x2013;60%).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Overview of the entire experimental period. Downward arrows denote the time points when neuromuscular, physical and biochemical parameters were recorded. The LIST: Loughborough Intermittent Shuttle Test. CWI: Cold water immersion; TWI: Thermoneutral water immersion. NF: Neuromuscular function; PP: Physical performance; BM: Blood markers.</p>
</caption>
<graphic xlink:href="fphys-13-860709-g001.tif"/>
</fig>
</sec>
<sec id="s2-2-2">
<title>2.2.2. Simulated Soccer Match</title>
<p>To ensure an accurate and consistent simulation of the physical demands of a soccer match-play throughout the scheduled experimental visits, participants performed the Loughborough Intermittent Shuttle Test (LIST) (<xref ref-type="bibr" rid="B36">Nicholas et al., 2000</xref>). As described by <xref ref-type="bibr" rid="B36">Nicholas et al. (2000)</xref>, the LIST comprises two parts. Part A is of fixed duration and consists of 5 &#xd7; 15-min exercise periods interspersed by a 3-min recovery period. The exercise sequences were designed in the following order:<list list-type="simple">
<list-item>
<p>&#x2022; 3 &#xd7; 20&#xa0;m walking</p>
</list-item>
<list-item>
<p>&#x2022; 1 &#xd7; 20&#xa0;m at maximal running speed</p>
</list-item>
<list-item>
<p>&#x2022; 4&#xa0;s recovery</p>
</list-item>
<list-item>
<p>&#x2022; 3 &#xd7; 20&#xa0;m running at 55% of VO2max</p>
</list-item>
<list-item>
<p>&#x2022; 3 &#xd7; 20&#xa0;m at 95% of VO2max</p>
</list-item>
</list>
</p>
<p>Part B of the test is an open-ended period of intermittent shuttle running. The participants run continuously between the 20&#xa0;m markers, alternating between speeds of 55% and 95% of VO<sub>2max</sub> every 20&#xa0;m. This part is designed to last approximately 10&#xa0;min, and continues until they are unable to maintain the required speed for two consecutive shuttles. During the test, players were informed about their running and walking speed every 20&#xa0;m using audible signals issued by a software developed for this purpose. Heart rate was continuously recorded throughout the simulated match using heart rate monitors (Polar Team System, Polar electro, Kempele, Finland). The LIST was performed in artificial grass.</p>
</sec>
<sec id="s2-2-3">
<title>2.2.3 Cold and Thermoneutral Water Immersion</title>
<p>Immediately after completion of the simulated match-play, participants underwent a single 10-min bout of lower limb water immersion at cold (10 &#xb1; 2&#xb0;C) or thermoneutral (28 &#xb1; 2&#xb0;C) exposure. Participants were seated, with a 90&#xb0; angle between torso and legs, in a bath filled to the level of the superior iliac crest to assure immersion of the entire lower limb. A thermometer (212&#x2013;130, RS Products, Texas, USA) was used to keep track of water temperature. When necessary, experimenters added cubed ice into water to maintain the required temperature.</p>
</sec>
</sec>
<sec id="s2-3">
<title>2.3 Data Collection and Analysis</title>
<sec id="s2-3-1">
<title>2.3.1 Assessment of Neuromuscular Function of the Quadriceps</title>
<p>Participants were seated on an isometric dynamometer (Good Strength, Metitur, Finland) equipped with a cuff attached to a strain gauge. This cuff was adjusted 2&#xa0;cm above the lateral malleolus using a non-compliant Velcro strap for continuous recording of quadriceps force. Participants were stabilized using safety belts strapped across the chest, thighs and hips, in order to avoid lateral, vertical or frontal displacements. Subjects were seated with a 90&#xb0; knee flexion angle from full extension. A constant current stimulator (Digitimer Limited, Hertfordshire, United Kingdom) delivered single square-wave stimuli of 1&#xa0;ms duration with maximal voltage of 400&#xa0;V percutaneously over the femoral nerve. The cathode (self-adhesive electrode: Ag-AgCl, 10-mm diameter) was positioned firmly on the femoral triangle. The anode, a 10 &#xd7; 5&#xa0;cm self-adhesive stimulation electrode (Compex Medical SA, Ecublens, Switzerland) was placed midway between the greater trochanter and the iliac crest. Optimal stimulation intensity was determined from M-wave and force measurements before each testing session. The stimulation intensity was increased by 5&#xa0;mA until there was no further increase in peak twitch force (i.e., plateau in knee extensor twitch force) and concomitant VL, VM, and RF peak-to-peak maximal M-wave amplitude (M<sub>max</sub>). During the subsequent testing procedures, the intensity was set to 150% of this intensity (supramaximal intensity) to avoid the potential confounding effect of axonal hyperpolarization (<xref ref-type="bibr" rid="B12">Burke, 2002</xref>). The neuromuscular assessment began with two practices of MVCs to ensure potentiation of subsequent evoked measures, followed by three &#x223c;3&#xa0;s&#xa0;MVCs, all separated by 30&#xa0;s. For each MVC, two electrical nerve stimulations were delivered over the femoral nerve. The first stimulation, delivered during the MVC, was named the superimposed twitch, and the second stimulation, delivered 3&#xa0;s after the MVC, was named the potentiated twitch (Q<sub>tw,pot</sub>). This 3-s delay allowed for the obtaining of a potentiated mechanical response which reduces the variability of the measurement compared to a non-potentiated twitch (<xref ref-type="bibr" rid="B29">Kufel et al., 2002</xref>). The average of the three&#xa0;MVCs was included in the analysis. Quadriceps (peripheral) fatigue was calculated as the difference in Q<sub>tw,pot</sub> from baseline to post exercise (&#x2206;Q<sub>tw,pot</sub>). &#x2018;Global&#x2019; (peripheral &#x2b; central) fatigue was determined as the difference in MVC from baseline to post exercise (&#x2206;MVC, %). For central fatigue, exercise-induced changes in voluntary activation (VA) were calculated using both superimposed and potentiated twitches amplitude as follows (<xref ref-type="bibr" rid="B31">Merton, 1954</xref>):<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">VA</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">Superimposed</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">twitch</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">Q</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">tw,pot</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
</sec>
<sec id="s2-3-2">
<title>2.3.2 Electromyography</title>
<p>The EMG signals were recorded using bipolar silver chloride surface electrodes (Dormo Electrodes, Ag-AgCl, SX-50 ECG, Spain). The recording electrodes were taped lengthwise to the skin over the muscle belly in accordance with SENIAM recommendations (<xref ref-type="bibr" rid="B24">Hermens et al., 1999</xref>), with an inter-electrode distance of 20&#xa0;mm. The reference electrode was attached to the patella. Low impedance (Z &#x3c; 5&#xa0;k&#x3a9;) at the skin&#x2013;electrode surface was obtained through shaving, abrading the skin with emery paper and cleaning it with alcohol. The position of the electrodes was marked with indelible ink to ensure identical placement at subsequent visits. Electromyographic signals were amplified (Octal Bio Amp ML 138, ADInstruments, Australia) with a band with frequency ranging from 10&#xa0;Hz to 1&#xa0;kHz (common mode rejection ratio &#x3e;96&#xa0;dB, gain &#x3d; 1,000) and simultaneously digitized together with force signals using an acquisition card (Powerlab 16SP, ADInstruments, Australia) and the Labchart 7.0 software (ADInstruments, Australia). The sampling frequency was 2&#xa0;kHz. For each Q<sub>tw,pot</sub>, peak-to-peak amplitude of the maximal muscle action potential (i.e. M-wave, M<sub>max</sub>) was measured. During MVC trials, muscle activation of VL, VM and RF were calculated with the root mean square (RMS) on EMG signals, and added together. Specifically, the RMS was determined over a fixed 1-s window starting 500&#xa0;ms before peak force.</p>
</sec>
<sec id="s2-3-3">
<title>2.3.3 Assessment of Physical Performance</title>
<p>Physical performance was assessed using the three following tests: squat jump (SJ), countermovement jump (CMJ) and 20&#xa0;m sprint. Participants performed three trials for SJ and CMJ, interspersed by1-min passive recovery periods. The best of three trials in each test was recorded for a later analysis. Jump height was measured using an optical timing system (Optojump, Microgate, Milan, Italy). For the 20&#xa0;m sprint, two trials, interspersed by 1-min passive recovery, were performed. The better of the two trials was recorded for later analysis. Performance time was measured using photoelectric cells placed at 0 and 20&#xa0;m (Brower Timing System, IRD-T175, Draper, UT, USA).</p>
</sec>
<sec id="s2-3-4">
<title>2.3.4 Blood Biomarkers</title>
<p>Venous blood samples (&#x223c;5&#xa0;ml) were drawn from an antecubital vein into an EDTA tube. All extracted blood samples underwent a blood fractionation process. Whole blood was centrifuged at 1500&#xa0;rpm for 15&#xa0;min at 4&#xb0;C, and then separated into its component parts in order to obtain plasmatic fractions. Subsequently, samples were stored at &#x2212;70&#xb0;C until analyzed. Plasma creatine kinase (CK) and lactate dehydrogenase (LDH) activity were measured using spectrophotometric test kits (Myoglobin bioMerieux A11A01632, Horiba-ABX, Montpellier, France). Intra-and inter-assay coefficients of variation were 0.3%and1.4% respectively.</p>
</sec>
</sec>
<sec id="s2-4">
<title>2.4 Statistical Analyses</title>
<p>Normality of every dependent variable and homogeneity of distribution variances (equal variance) were confirmed using Shapiro-wilk test and the Levene test, respectively. Two-way ANOVA (Condition [CWI or TWI] &#xd7; Time [Baseline,post-match, 24h, 48h and 72&#xa0;h recovery]) with repeated measures was used to test differences in neuromuscular function, physical performance, and enzymes activity. When a significant difference was found, multiple comparison analysis was performed with Bonferroni post hoc test. Effect sizes were reported as Cohen&#x2019;s <italic>d.</italic> Data presented in the results section are expressed as mean &#xb1; standard deviation and were analyzed using Statistica for Windows software (version 10, StatSoft, Inc, Tulsa, OK). Statistical significance was set at <italic>p</italic> &#x3c; 0.05.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Neuromuscular Fatigue and Recovery</title>
<p>The decrease in MVC from baseline (100%) to immediately post-match intervention (i.e., fatigue) was significantly lower (<italic>p</italic> &#x3c; 0.001, <italic>d &#x3d;</italic> 1.3) in CWI (-9.9 &#xb1; 3%) compared to TWI (-23.7 &#xb1; 14.7%). Later, MVC recovered and returned to baseline values at 24&#xa0;h in CWI and at 72&#xa0;h in TWI (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The decrease in VA from baseline (100%) to post-match was significantly lower (<italic>p</italic> &#x3c; 0.001, <italic>d &#x3d;</italic> 1.3) in CWI (-3.7 &#xb1; 4.9%) compared to TWI (-15.4 &#xb1; 5.6%). After that, VA recovered and returned to baseline values at 24&#xa0;h in CWI and at 48&#xa0;h in TWI (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The decrease in Q<sub>tw,pot</sub> from baseline (100%) to post-match was significantly lower (<italic>p</italic> &#x3c; 0.05, <italic>d &#x3d;</italic> 1.15)in CWI (-15.7 &#xb1; 5.9%) compared to TWI (-24.8 &#xb1; 9.5%). Also, the decrease in Q<sub>tw,pot</sub> from baseline to 72&#xa0;h was significantly lower (<italic>p</italic> &#x3c; 0.05, <italic>d &#x3d;</italic> 0.98) in CWI (-0.2 &#xb1; 7.7%) compared to TWI (-8.8 &#xb1; 9.6%). Then, Q<sub>tw,pot</sub> recovered and returned to baseline values at 24&#xa0;h in CWI, yet, it did not fully recover in 72&#xa0;h in TWI (<xref ref-type="fig" rid="F2">Figure 2C</xref>). Maximum M-wave (VL, &#x223c;9.44 &#xb1; 0.6 mV, <italic>p</italic> &#x3e; 0.05, VM, &#x223c; 6.22 &#xb1; 0.8mV, <italic>p</italic> &#x3e; 0.05, RF, &#x223c; 5.3 &#xb1; 0.4 mV, <italic>p</italic> &#x3e; 0.05) and RMS/M<sub>max</sub> (&#x223c;0.05 &#xb1; 0.003 mV, <italic>p</italic> &#x3e; 0.05) did not differ from baseline values throughout recovery period in both conditions.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Maximal voluntary contraction (MVC) <bold>(A)</bold>, Voluntary activation (VA) <bold>(B)</bold>, and quadriceps potentiated twitch force (Q<sub>tw,pot</sub>) <bold>(C)</bold> values measured at baseline and following the match (post, 24h, 48h and 72&#xa0;h) after cold water immersion (CWI) or thermoneutral water immersion (TWI). &#x2a;Significant difference in comparison to baseline (<italic>p</italic> &#x3c; 0.05). <sup>&#x23;</sup>Significant difference in comparison to TWI (<italic>p</italic> &#x3c; 0.05).</p>
</caption>
<graphic xlink:href="fphys-13-860709-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Physical Performance</title>
<p>The decrease in SJ from baseline (100%) to post-match was significant, yet not different between conditions (CWI, -7.4 &#xb1; 5.7%; TWI,-6.9 &#xb1; 4.3%, <italic>p</italic> &#x3e; 0.05). Afterwards, SJ recovered and returned to baseline values at 72&#xa0;h in CWI but did not fully recover in 72&#xa0;h in TWI (<xref ref-type="fig" rid="F3">Figure 3A</xref>). The decrease in CMJ from baseline (100%) to post-match was significant, however, not different between conditions (CWI, -8.8 &#xb1; 2.8%; TWI, -8.9 &#xb1; 10.7%, <italic>p</italic> &#x3e; 0.05). Posteriorly, CMJ recovered and returned to baseline values at 48&#xa0;h in CWI and at 72&#xa0;h in TWI (<xref ref-type="fig" rid="F3">Figure 3B</xref>). The increase in 20&#xa0;m time from baseline (100%) to post-match was significantly lower (<italic>p</italic> &#x3c; 0.05, <italic>d &#x3d;</italic> 2.17) in CWI (&#x2b;11.1 &#xb1; 3.2%) compared to TWI (&#x2b;18.5 &#xb1; 3.6%). Then, 20&#xa0;m performance recovered and returned to baseline values at 24&#xa0;h in CWI but did not fully recover in 72&#xa0;h in TWI (<xref ref-type="fig" rid="F3">Figure 3C</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Squat jump (SJ) <bold>(A)</bold>, countermovement jump (CMJ) <bold>(B)</bold>, and 20&#xa0;m sprint <bold>(C)</bold> values measured at baseline and following the match (post, 24h, 48h and 72&#xa0;h) after cold water immersion (CWI) or thermoneutral water immersion (TWI). &#x2a;Significant difference in comparison to baseline (<italic>p</italic> &#x3c; 0.05). <sup>&#x23;</sup>Significant difference in comparison to TWI (<italic>p</italic> &#x3c; 0.05).</p>
</caption>
<graphic xlink:href="fphys-13-860709-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Blood Biomarkers</title>
<p>The increase in CK from baseline (100%) to post-match was significant, but not different between conditions (CWI, &#x2b;76.5 &#xb1; 29.7%; TWI, &#x2b;132.3 &#xb1; 70.4%, <italic>p</italic> &#x3e; 0.05). Then, CK peaked at 24&#xa0;h in both CWI (&#x2b;154.5 &#xb1; 113%) and TWI (&#x2b;216.5 &#xb1; 147.5%) conditions. CK returned to baseline values at 72&#xa0;h in both conditions (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The increase in LDH from baseline (100%) to post-match was significant, and different between conditions at 48&#xa0;h (CWI, 11.2 &#xb1; 11.3%; TWI, &#x2b;25.4 &#xb1; 22.3%, <italic>p</italic> &#x3c; 0.05, <italic>d &#x3d;</italic> 0.8). Later, LDH recovered and returned to baseline values at 72&#xa0;h in CWI but did not fully recover during the 72-h period in TWI (<xref ref-type="fig" rid="F4">Figure 4B</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Plasma creatine kinase (CK) <bold>(A)</bold> and Lactate dehydrogenase (LDH) <bold>(B)</bold> collected at baseline and following the match (post, 24h, 48h and 72&#xa0;h) after cold water immersion (CWI) or thermoneutral water immersion (TWI). &#x2a;Significant difference in comparison to baseline (<italic>p</italic> &#x3c; 0.05). <sup>&#x23;</sup>Significant difference in comparison to TWI (<italic>p</italic> &#x3c; 0.05).</p>
</caption>
<graphic xlink:href="fphys-13-860709-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>The present study examined the impact of immediate post-exercise CWI following a simulated soccer match-play, compared to TWI (sham), on the time course of recovery of neuromuscular fatigue, physical performance and muscle damage biomarkers. The main data of this study indicated that the simulated soccer match-play resulted in considerable neuromuscular fatigue which persisted for up to 72&#xa0;h post-exercise. The reduction in VA was statistically significant immediately after exercise and recovered at 24&#xa0;h post-exercise. The reduction in Q<sub>tw. pot</sub> was also significant immediately after exercise and remained depressed for up to 72&#xa0;h post-exercise. The time course of neuromuscular fatigue was similar to findings reported after simulated (<xref ref-type="bibr" rid="B42">Thomas et al., 2017</xref>) or competitive soccer match-play (<xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>). Even though previous studies investigating effects of CWI found that the soccer match-induced reduction in MVC (a &#x2018;global&#x2019; index of neuromuscular fatigue) was attenuated through CWI (<xref ref-type="bibr" rid="B7">Bailey et al., 2007</xref>; <xref ref-type="bibr" rid="B10">Bouzid et al., 2018</xref>), they failed to discriminate if this form of cryotherapy affected central and/or peripheral components of fatigue. Here, using electrical nerve stimulations (<xref ref-type="bibr" rid="B32">Millet et al., 2011</xref>), we showed that both central and peripheral fatigue effects were substantially reduced immediately after CWI compared to TWI, leading to earlier full recovery of neuromuscular function and physical performance indices.</p>
<sec id="s4-1">
<title>4.1 Effects of Post-match CWI on Peripheral Fatigue</title>
<p>When compared to TWI, CWI attenuated the development of post-match peripheral fatigue (Q<sub>tw,pot</sub>) by 9.1% at post-match and 8.6% at 72h, resulting in a faster recovery (<xref ref-type="fig" rid="F2">Figure 2</xref>). Since M-waves were unaltered throughout recovery in the two experimental conditions, the greater peripheral fatigue in TWI was not linked to a reduced membrane excitability, and indicates that factors located beyond the sarcolemma, such as alterations in the excitation&#x2013;contraction coupling, were responsible for the reduction in Q<sub>tw,pot</sub> (<xref ref-type="bibr" rid="B8">Balog and Fitts, 1996</xref>).</p>
<p>The faster recovery of Q<sub>tw,pot</sub> in CWI might be associated with a lower production of reactive oxygen species (ROS) and reactive nitrogen species (RNS) in the skeletal muscle, as they occur &#x223c;3 days following intense exercise in mice (<xref ref-type="bibr" rid="B30">McArdle et al., 1999</xref>) and humans (<xref ref-type="bibr" rid="B13">Close et al., 2004</xref>). Indeed, an accumulation of ROS/RNS during exercise can affect the sarcolemma Ca<sup>2&#x2b;</sup> release, and has been associated with redox dependent modification of ryanodine receptors as well as a reduction in calcium sensitivity of myofilaments (<xref ref-type="bibr" rid="B2">Allen et al., 2008</xref>). Therefore, given the potential of CWI to contain inflammation and inhibit the production of ROS/RNS (<xref ref-type="bibr" rid="B45">White and Wells, 2013</xref>), it is likely that the faster CWI-induced recovery of peripheral fatigue following a simulated soccer match-play observed in this study is related to reduced ROS/RNS (<xref ref-type="bibr" rid="B5">Andrade et al., 1998</xref>). However, it is important to note that ROS/RNS were not collected in the present study and, hence, further explorations are required to confirm this assumption.</p>
</sec>
<sec id="s4-2">
<title>4.2 Effects of Post-Match CWI on Central Fatigue</title>
<p>In the present study, the interpolated twitch technique and VA calculation were used to assess central fatigue and its recovery kinetics (Merton, 1954). When compared to TWI, CWI attenuated post-match VA by 11.7% and accelerated its recovery (<xref ref-type="fig" rid="F2">Figure 2</xref>). This result could be explained by the ability of CWI to reduce muscle damage, induced by the simulated soccer match-play. This ability was evidenced by the attenuated increase in LDH but, quite surprisingly, not in CK (<xref ref-type="fig" rid="F4">Figure 4</xref>). However, similar discrepancies in blood markers were previously observed after CWI (<xref ref-type="bibr" rid="B44">Vaile et al., 2008</xref>). Overall, finding from previous studies investigating effects of CWI after a simulated soccer match-play (<xref ref-type="bibr" rid="B10">Bouzid et al., 2018</xref>) or jiu-jitsu training (<xref ref-type="bibr" rid="B19">Fonseca et al., 2016</xref>) confirm the positive effects of this therapy on muscle damage. The mechanism(s) responsible for the lower exercise-induced intracellular protein release to plasma following CWI remains unclear. <xref ref-type="bibr" rid="B18">Eston and Peters (1999)</xref> suggested that cryotherapy could reduce the post-exercise protein efflux from the muscle into the lymphatic system or reduce the amount of post-exercise damage. This indirect indication of lower muscle damage could be associated with decreased vessel permeability probably due to cryotherapy-induced attenuation of the inflammatory response (<xref ref-type="bibr" rid="B18">Eston and Peters, 1999</xref>). Interestingly, muscle damage, induced by prior eccentric exercise, was found to promote central fatigue during subsequent exercise (<xref ref-type="bibr" rid="B17">Endoh et al., 2005</xref>). Mechanistically, muscle damage/soreness stimulates the inhibitory feedback from group III/IV muscle afferents, through hormones involved in pain signaling such as bradykinin and prostaglandins (<xref ref-type="bibr" rid="B28">Kaufman et al., 1982</xref>), leading to increased central fatigue (i.e., reduction in VA). Similarly, greater ROS/RNS production in TWI compared to CWI, as discussed earlier, would also stimulate group III and IV muscle afferents (<xref ref-type="bibr" rid="B14">Delliaux et al., 2009</xref>). Finally, the direct implications of peripheral fatigue, in terms of promoting central fatigue by triggering group III and IV muscle afferent feedback (<xref ref-type="bibr" rid="B3">Amann et al., 2009</xref>; <xref ref-type="bibr" rid="B25">Hureau et al., 2018</xref>), may have contributed to the blunted VA in CWI compared to TWI.</p>
<p>Additionally, it has been shown that a passive (<xref ref-type="bibr" rid="B34">Morrison et al., 2004</xref>) or exercise-induced hyperthermia (<xref ref-type="bibr" rid="B37">Nybo and Nielsen, 2001</xref>) is associated with the development of central fatigue. Given the potential of CWI to reduce body temperature (<xref ref-type="bibr" rid="B38">Peiffer et al., 2010</xref>), it is likely that the attenuation of central fatigue observed following the CWI in the present study was also associated with a faster reduction in body temperature.</p>
</sec>
<sec id="s4-3">
<title>4.3 Recovery of Physical Performance</title>
<p>The present study showed that 20&#xa0;m sprint performance was less impaired immediately after post-match intervention and throughout the time course of recovery in CWI compared to TWI (<xref ref-type="fig" rid="F3">Figure 3</xref>), and this is consistent with previous investigations (<xref ref-type="bibr" rid="B19">Fonseca et al., 2016</xref>; <xref ref-type="bibr" rid="B10">Bouzid et al., 2018</xref>). It should be noted that post-match jump performances were not less impaired immediately in CWI compared to TWI, but they fully recovered 1 day earlier. Interestingly, the recovery kinetics of physical performance indices were slightly different than those of neuromuscular fatigue, indicating that performance is not a surrogate for fatigue measurement, and that other mechanisms than fatigue might explain the recovery of physical performance. A number of possible explanations could account for the discrepancies between recovery of neuromuscular fatigue and physical measures. Namely, there is an inherent level of variability associated with measures of voluntary performance, with individuals able to alter their jump or sprint mechanics in an attempt to maximize performance (<xref ref-type="bibr" rid="B39">Ratel et al., 2006</xref>). For example, it has previously been suggested that individuals alter their jump mechanics when fatigued in order to help maintain jump height (<xref ref-type="bibr" rid="B22">Gathercole et al., 2015</xref>). In addition, measures of neuromuscular function target the knee extensors under isometric conditions, while jump performance involves multi-joint dynamic movements, which could further contribute to the discrepancies. In the same line, a previous study found no correlation between the recovery of peripheral and central fatigue indices and physical performance indices following a competitive soccer match-play (<xref ref-type="bibr" rid="B11">Brownstein et al., 2017</xref>). Since CWI had a positive impact on the recovery of physical performance in the present study, it is highly important to emphasize that this impact was confirmed after a simulated, and not a competitive soccer match-play. Even so, this does not undermine the reliability of our reasoning, as we strongly believe that the simulated match-play adopted in this study had accurately simulated the physical demands of a competitive soccer match-play (<xref ref-type="bibr" rid="B36">Nicholas et al., 2000</xref>). Over and above that, in methodological terms, the use of this exercise modality had certainly contributed to a consistent simulation of physiological demands from one experimental visit to another (i.e., CWI vs. TWI); a crucial condition that unpredictable competitive soccer match-plays could have failed to achieve.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Practical Application</title>
<p>The present study showed that CWI, performed immediately after a simulated soccer match-play, blunted both central and peripheral components of neuromuscular fatigue. In turn, this resulted in a significant effect on subsequent sprint performance, which returned to pre-match values within 24&#xa0;h following CWI, while it required a period of 72&#xa0;h to fully recover following TWI. Given the value of sprints for performance in soccer (<xref ref-type="bibr" rid="B23">Haugen et al., 2014</xref>), CWI might serve as a powerful strategy to recover from a match in a congested competitive schedule context, i.e. with a second match in the same week. However, in training context, it is important to note that systematic/repetitive CWI after trainings sessions could led to lower training adaptations (<xref ref-type="bibr" rid="B20">Fr&#xf6;hlich et al., 2014</xref>) as it may restrain the activation of key proteins and satellite cells in the skeletal muscle (<xref ref-type="bibr" rid="B40">Roberts et al., 2015</xref>). Moreover, given the association between neuromuscular fatigue and muscle adaptations (<xref ref-type="bibr" rid="B9">Borresen and Lambert, 2009</xref>), the attenuation of fatigue following CWI in the present study may support the validity of previous evidence of the negative impact of CWI application on a chronic basis (<xref ref-type="bibr" rid="B20">Fr&#xf6;hlich et al., 2014</xref>; <xref ref-type="bibr" rid="B40">Roberts et al., 2015</xref>). Therefore, we recommend prescribing CWI only after matches, during an overcrowded competitive schedule, and not after training sessions.</p>
<p>CWI might be beneficial not only for physical performance, but also for reducing injury rates. Indeed, it has been documented that there is a six-fold increase in injury rate in elite soccer during the second match of the week (<xref ref-type="bibr" rid="B15">Dupont et al., 2010</xref>). Considering the importance of fatigue as an important injury risk factor (<xref ref-type="bibr" rid="B16">Eckard et al., 2018</xref>), a faster recovery in neuromuscular fatigue following CWI, as was shown in this study, is very likely to reduce injury rate. To confirm this idea, further longitudinal research is essential. Finally, the difference in time course of recovery between neuromuscular function and physical performance in the current study suggests that practitioners should use a range of both subjective and objective measures when monitoring fatigue and recovery in order to provide a more comprehensive understanding of readiness to train and compete.</p>
<p>Some limitations inherent to the experimental protocol of the study warrant mention. First, the number of participants was low due to the difficulty of the recruitment of professional soccer players. In fact, the protocol of the study entails several tests that many professional soccer players refused to undergo. Second, blood biomarkers of oxidative stress, which have the potential to stimulate the group III and IV muscle afferents, were not measured in our study. Finally, there is a significant cognitive component to a successful soccer performance that is not present in a simulated match, which could contribute to impairments in performance by increasing mental fatigue and the perception of effort required during a match (<xref ref-type="bibr" rid="B41">Smith et al., 2015</xref>). Further research is required with real soccer matches to further corroborate these findings in a more ecologically valid model.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>The findings of the present study showed that CWI immediately after a simulated soccer match-play significantly blunted both central and peripheral fatigue compared to TWI (sham), which led to earlier full recovery of neuromuscular function and physical performance indices. Therefore, CWI might be an interesting recovery strategy to consider, in particular in a congested schedule context, i.e., when there is a second match in the same week.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this article are not readily available because of privacy concerns. Requests to access the datasets should be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Ethics Statement</title>
<p>This study, involving human participants, was reviewed and approved by the local clinical Research Ethics Committee (CPP N&#x00c2;&#x00b0; 0104). The study was conducted in accordance with the Declaration of Helsinki guidelines. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s9">
<title>Author Contributions</title>
<p>MB, HR, MAB, and NLB conceived and designed research; MB, SZ, MT, FZ, MAG, WD, FA, HR, HIHA, TJH, and MAB performed experiments; MB, SZ, MT, MAG, and MAB analyzed data; MB, NLB, SZ, MT, FZ, MAG, WD, FA, HR, HIHA, TJH, and MAB interpreted results of experiments; MB and MAB prepared figures; MB, MAB, and TJH drafted manuscript; MB, SZ, MT, FZ, MAG, WD, FA, HR, HIHA, TJH, and MAB edited and revised manuscript. All authors contributed to the article and approved the submitted version. </p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<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>
<ack>
<p>The authors are grateful to the participants for their contribution and support throughout the experiment.</p>
</ack>
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