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          "en" => "<p id="spara001" class="elsevierStyleSimplePara elsevierViewall">Networks of interactions among muscle fibers of <span class="elsevierStyleItalic">erector espinae</span> &#40;up&#41; and <span class="elsevierStyleItalic">vastus lateralis</span> &#40;down&#41; during 3 consecutive bouts of squat exercises performed until exhaustion&#46; The muscle network reorganizes with fatigue accumulation&#46; The network maps represent the coupling strength between frequency bands &#40;color nodes&#41; corresponding to fast&#44; intermediate and slow fibers within each muscle group&#46; Links strength is shown by the width of the lines &#40;adapted from Garc&#237;a-Retortillo et al&#46;&#44; 2022&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">35</span></a></p>"
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0001" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0003">Introduction</span><p id="para0001" class="elsevierStylePara elsevierViewall">Despite the implementation of prevention strategies&#44; the rate of muscle injuries in professional football has not decreased&#46;<a class="elsevierStyleCrossRef" href="#bib0001"><span class="elsevierStyleSup">1</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0002"><span class="elsevierStyleSup">2</span></a> The prevalence in youth players is particularly alarming and represents a significant health challenge&#46;<a class="elsevierStyleCrossRef" href="#bib0003"><span class="elsevierStyleSup">3</span></a> Although a relationship between the head coach&#39;s leadership style and injury rates has been suggested&#44;<a class="elsevierStyleCrossRef" href="#bib0004"><span class="elsevierStyleSup">4</span></a> there is a lack of studies relating muscle injuries with training methodologies&#46; This brief opinion paper aims to alert that strength training may promote sports injuries in some players&#44; and suggest the use of intermuscular connectivity measures to test the risk of muscle injuries&#46;</p><p id="para0002" class="elsevierStylePara elsevierViewall">The increase of hamstring injuries during the last decades in elite clubs has been linked to the high number of competitions per season and the rigorous demands of modern football&#46;<a class="elsevierStyleCrossRef" href="#bib0001"><span class="elsevierStyleSup">1</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">5</span></a> It is a fact that successful teams participate in national and international cups&#44; and their players frequently compete with their national teams&#46; The interaction among competitive stress&#44; extensive travel&#44; and other related factors can lead to fatigue&#44; coordination deterioration&#44; and an elevated risk of injury&#46;<a class="elsevierStyleCrossRefs" href="#bib0006"><span class="elsevierStyleSup">6-8</span></a> However&#44; preventive strategies&#44; including nutrition&#44; physiotherapy&#44; and other interventions&#44; specifically designed to alleviate these effects&#44; have been notably implemented in recent years&#46;<a class="elsevierStyleCrossRefs" href="#bib0009"><span class="elsevierStyleSup">9-11</span></a> Furthermore&#44; while the interactions of physiological&#44; biomechanical&#44; and psychosocial sports injury risk factors have been discussed&#44; albeit partially addressed&#44;<a class="elsevierStyleCrossRef" href="#bib0008"><span class="elsevierStyleSup">8</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0012"><span class="elsevierStyleSup">12</span></a> the impact of physical conditioning and training methodologies on muscle injuries keeps relatively understudied&#46;</p><p id="para0004" class="elsevierStylePara elsevierViewall">Although training soccer methodologies have notably evolved in recent years toward viewing players&#47;teams as complex adaptive systems&#44; strength and conditioning methodologies still treat players as sophisticated machines&#46;<a class="elsevierStyleCrossRef" href="#bib0013"><span class="elsevierStyleSup">13</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0014"><span class="elsevierStyleSup">14</span></a> It is common to separate preventive and performance training using summative and commutative suppositions such as&#58; &#8220;strength training combined with skill training results in performing skills with more strength&#8221;&#44; &#8220;strength training before field training has a preventive effect&#8221;&#44; &#8220;game actions can be trained in the gym through localized and unspecific exercises&#46;</p><p id="para0005" class="elsevierStylePara elsevierViewall">In recent years&#44; professional football clubs have widely adopted strength training programs as a crucial component of the daily routines for footballers with the primary aim of preventing injuries&#46; They are often based on localized and repetitive exercises which are specific to the performance tests but non-specific with respect to football actions&#46; The potential influence of such methodologies relying on series and repetitions of the same exercises on the development of muscle synergies remains underexplored&#46;<a class="elsevierStyleCrossRef" href="#bib0015"><span class="elsevierStyleSup">15</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0016"><span class="elsevierStyleSup">16</span></a> Traditional&#44; contrast models&#44; ballistic&#44; plyometric&#44; and eccentric programs&#44; known for their substantial strength gains measured through performance tests&#44; are among the most common applied methods&#46;<a class="elsevierStyleCrossRef" href="#bib0017"><span class="elsevierStyleSup">17</span></a> They are typically conducted in dedicated gym facilities using weights&#44; elastic bands&#44; Olympic bars&#44; ropes&#44; medicine balls&#44; etc&#46; and before the field training sessions&#46; It is worth to distinguish these routines focused on strength training from the widely used warming-up FIFA 11&#43; injury prevention program&#46;<a class="elsevierStyleCrossRef" href="#bib0009"><span class="elsevierStyleSup">9</span></a></p><p id="para0006" class="elsevierStylePara elsevierViewall">The strength training programs mentioned above often lack robust scientific evidence&#44; as it is the case of eccentric programs&#44;<a class="elsevierStyleCrossRefs" href="#bib0018"><span class="elsevierStyleSup">18-20</span></a> or lack evidence-based practice&#46;<a class="elsevierStyleCrossRef" href="#bib0021"><span class="elsevierStyleSup">21</span></a> Moreover&#44; existing evidences are frequently based on probabilistic results obtained through experimental designs of group data means comparisons which are non-adequate for personalized recommendations&#46;<a class="elsevierStyleCrossRef" href="#bib0022"><span class="elsevierStyleSup">22</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0023"><span class="elsevierStyleSup">23</span></a></p><p id="para0007" class="elsevierStylePara elsevierViewall">Driven by prevailing social beliefs and values associated with body image&#44; strength training practices have gained popularity&#44; in particular&#44; among youngsters&#46; Muscular bodies&#44; aligning with contemporary aesthetics and representing the archetype of a fit person&#44; are exhibited by football stars and linked implicitly to success&#46; From a complex system perspective&#44; players&#44; teams and competitions are nested structures related through circular causality&#46;<a class="elsevierStyleCrossRef" href="#bib0024"><span class="elsevierStyleSup">24</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0014"><span class="elsevierStyleSup">14</span></a> If the conditional profile of professional football players changes&#44; the game style and the competition changes as well&#46; In turn&#44; the game style and the competition constraints further the players profile&#46; In this way&#44; a generalized strength-oriented practice may change also the football competition&#44; keeping aside the players with difficulties of adaptation to strength training&#46;</p><p id="para0008" class="elsevierStylePara elsevierViewall">Relying on the theoretical principles of the Network Physiology of Exercise&#44;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0026"><span class="elsevierStyleSup">26</span></a> the potential adverse effects of overloading footballers with strength training programs will be explained&#44; and monitoring methods based on connectivity measures will be proposed to evaluate and track players progress&#46;</p></span><span id="sec0002" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0004">Network approach to injuries&#46; The connectivity hypothesis</span><p id="para0009" class="elsevierStylePara elsevierViewall">Football actions emerge from the intricate interaction between multilevel physiological networks &#40;e&#46;g&#46;&#44; molecules&#44; cells&#44; organs&#44; limbs&#41; and the environment&#46;<a class="elsevierStyleCrossRef" href="#bib0027"><span class="elsevierStyleSup">27</span></a> Most muscle injuries occur performing actions that have been repeated many times without harmful consequences&#46; To elucidate the nonlinear transition from safe to injurious actions&#44; Pol et al&#46; &#40;2019&#41; have proposed the connectivity of microinjuries hypothesis&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> According to it&#44; microinjuries&#44; produced by any muscle action of significant intensity&#44; can accumulate and interconnect over time&#46; In general&#44; if the rate of workloads overcome the time of tissue reparation&#44;<a class="elsevierStyleCrossRef" href="#bib0029"><span class="elsevierStyleSup">29</span></a> clusters of microinjuries may create a context for the sudden emergence of a macroinjury&#46; This means that one more repetition of a safe action can produce&#44; through a percolation mechanism&#44; a nonlinear effect &#40;e&#46;g&#46;&#44; muscle strain or rupture&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> As there is no universal threshold-safe number of repetitions or workload values&#44; determining how much workload is too much is a persistently unsolved problem&#46;<a class="elsevierStyleCrossRef" href="#bib0030"><span class="elsevierStyleSup">30</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0031"><span class="elsevierStyleSup">31</span></a> Several interacting factors &#40;e&#46;g&#46; sleep&#44; nutrition&#44; life style&#41; may delay the tissue repair requirements and increase the susceptibility to injury&#46;<a class="elsevierStyleCrossRef" href="#bib0032"><span class="elsevierStyleSup">32</span></a> In this scenario&#44; the widespread GPS-based technologies to quantify and track players workload may have a poor preventive power&#46;</p><p id="para0010" class="elsevierStylePara elsevierViewall">Qualitative changes in training routines&#44; undetected by the tech-based monitoring systems&#44; can also increase the susceptibility to injuries&#58; the replacement of coaches&#44; changes in training methodologies&#44; shifts in tactical strategies or playing positions &#40;e&#46;g&#46; when competing with clubs and national teams&#41;&#44; resuming training after a resting period &#40;e&#46;g&#46;&#44; preseason&#41;&#46; Such changes are often overlooked by injury prevention strategies&#46; However&#44; the consideration of such coordinative stress factors becomes crucial in developing more comprehensive and effective injury prevention approaches&#46;</p></span><span id="sec0003" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0005">Performance tests are not informative enough about injury risks</span><p id="para0011" class="elsevierStylePara elsevierViewall">The accumulation of microinjuries induce coordinative changes in motor actions&#44; similar to those produced by fatigue&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> The explanation can be found in the loss of connectivity among muscle fibers and the instability of neuromuscular interactions&#46;<a class="elsevierStyleCrossRef" href="#bib0033"><span class="elsevierStyleSup">33</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0034"><span class="elsevierStyleSup">34</span></a> The impact of fatigue on the muscular connectivity has been tested through the study of intermuscular coordination during exercise&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">35</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0036"><span class="elsevierStyleSup">36</span></a> The authors have evaluated how distinct muscle fiber types dynamically interact with each other and integrate as a network while performing strength exercises &#40;e&#46;g&#46; push-ups&#44; squats&#41;&#46; Specifically&#44; they have measured intermuscular cross-frequency interactions among distinct muscles by quantifying the spectral components of different frequency bands embedded in surface electromyogram &#40;sEMG&#41; time series&#46; Specific links strength among embedded networks have identified characteristic network profiles&#46;</p><p id="para0012" class="elsevierStylePara elsevierViewall"><a class="elsevierStyleCrossRef" href="#fig0001">Fig&#46; 1</a> shows the progressive loss of connectivity of muscle networks during three consecutive maximal squat tests&#46;<a class="elsevierStyleCrossRef" href="#bib0036"><span class="elsevierStyleSup">36</span></a> The number and strength of connections among the muscle fibers is poorer in the third exercise compared to the first&#46; However&#44; due to synergetic muscle networks reorganization participants are able to continue performing the test requirements&#46; This means that performance tests are not informative enough about changes in muscle connectivity and may poorly predict injury risks&#46; When muscle fibers of the exercising muscle network compensate the lack of function of their neighbors&#44; they become more and more overloaded and prone to increase and connect microinjuries&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> When the number and&#47;or strength of muscle fiber links decreases&#44; the network becomes unfunctional&#44;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a> and the susceptibility of suffering muscle injuries may increase&#46; The empirical results of <a class="elsevierStyleCrossRef" href="#fig0001">Fig&#46; 1</a> strongly point to connectivity measures&#44; obtained from spectral analysis of EMG time series of muscle groups during exercise&#44; as a promising internal workload measure for preventing muscle injuries&#46;</p><elsevierMultimedia ident="fig0001"></elsevierMultimedia><p id="para0013" class="elsevierStylePara elsevierViewall">The loss of functional connectivity with fatigue has been also related to sedentarism and injuries&#46;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a> In fact&#44; severe muscle injuries have been associated with a high risk of reinjury&#46;<a class="elsevierStyleCrossRef" href="#bib0037"><span class="elsevierStyleSup">37</span></a> Fatigue and injuries share similar dynamic laws and can be interpreted as adaptive protective mechanisms enforcing time for recovery&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> In a similar manner that a poor muscle connectivity may induce a nonlinear effect like task failure&#44;<a class="elsevierStyleCrossRef" href="#bib0033"><span class="elsevierStyleSup">33</span></a> it may induce a macroinjury&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a></p><p id="para0014" class="elsevierStylePara elsevierViewall">As noticed in early times&#44; faster and high gains of strength were rapidly lost with detraining&#46; In contrast&#44; moderate gains obtained over longer periods of time were better retained&#46;<a class="elsevierStyleCrossRef" href="#bib0038"><span class="elsevierStyleSup">38</span></a> In general&#44; individual fitness profiles&#44; which stabilize over generations&#44; tend to decline after a temporary cessation of exercise at a rate inversely proportional to the accumulated training time&#46;<a class="elsevierStyleCrossRef" href="#bib0039"><span class="elsevierStyleSup">39</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">40</span></a> This means that poorly stabilized strength muscle synergies may increase the susceptibility to injuries and vice versa&#46; In this way&#44; the adaptive response to strength training is highly individual&#44; and depends on previous exposure to strength training and genetic factors&#46; In fact&#44; a high heterogeneity has been found in the adaptive response to strength training in older adults identifying adverse responders&#46;<a class="elsevierStyleCrossRef" href="#bib0041"><span class="elsevierStyleSup">41</span></a></p></span><span id="sec0004" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0006">Time scales of the muscle network and long-term adaptations</span><p id="para0015" class="elsevierStylePara elsevierViewall">Adaptation to exercise is a consequence of functionally integrated multilevel physiological networks interacting with external workloads&#46; These multilevel and multi timescale co-adaptive physiological networks interact with each other through circular causality during exercise&#46;<a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">40</span></a> Each level&#44; acting on different characteristic timescale&#44; parametrize the muscle synergies&#46; The faster evolving processes &#40;e&#46;g&#46;&#44; enzymatic or protein signaling network activity&#44; neural excitability etc&#46;&#41; may have already stabilized at increased values while the more slowly evolving variables &#40;e&#46;g&#46;&#44; tendon and bone remodeling&#44; muscle hypertrophy&#44; capillarization&#44; etc&#46;&#41; may not have stabilized yet&#46; The resulting incoherence between these processes may eventually produce a poor stability of muscle synergies and may increase the susceptibility to injuries&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a></p></span><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0007">Practical consequences to avoid injury risks</span><p id="para9001" class="elsevierStylePara elsevierViewall"><ul class="elsevierStyleList" id="celist0001"><li class="elsevierStyleListItem" id="celistitem0001"><span class="elsevierStyleLabel">&#8226;</span><p id="para0016" class="elsevierStylePara elsevierViewall">Update the reductionist assumptions of physical conditioning by considering players as complex adaptive systems also at physiological level&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0002"><span class="elsevierStyleLabel">&#8226;</span><p id="para0017" class="elsevierStylePara elsevierViewall">Avoid the fragmentation of prevention and performance training&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0003"><span class="elsevierStyleLabel">&#8226;</span><p id="para0018" class="elsevierStylePara elsevierViewall">Evaluate the individual characteristics of players before imposing strength training programs&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0004"><span class="elsevierStyleLabel">&#8226;</span><p id="para0019" class="elsevierStylePara elsevierViewall">Eschew strength training programs before field training sessions to protect susceptible players&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0005"><span class="elsevierStyleLabel">&#8226;</span><p id="para0020" class="elsevierStylePara elsevierViewall">Promote moderate and long-term adaptations to strength training&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0006"><span class="elsevierStyleLabel">&#8226;</span><p id="para0021" class="elsevierStylePara elsevierViewall">Avoid the homogenization of players pushing a common conditional profile based on strength&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0007"><span class="elsevierStyleLabel">&#8226;</span><p id="para0022" class="elsevierStylePara elsevierViewall">Pay attention to changes in coordinative requirements not reflected in the common tracking control of workloads&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0008"><span class="elsevierStyleLabel">&#8226;</span><p id="para0023" class="elsevierStylePara elsevierViewall">Introduce connectivity measurements &#40;e&#46;g&#46; intermuscular connectivity&#41; to test the injury risks&#46;</p></li></ul></p></span><span id="sec0006" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0008">Funding</span><p id="para0024" class="elsevierStylePara elsevierViewall">This work was supported by the <span class="elsevierStyleGrantSponsor" id="gs00001">National Institute of Physical Education of Catalonia</span> &#40;INEFC&#41;&#44; Generalitat de Catalunya&#46;</p></span></span>"
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          "titulo" => "Introduction"
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        3 => array:2 [
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          "titulo" => "Network approach to injuries&#46; The connectivity hypothesis"
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          "titulo" => "Performance tests are not informative enough about injury risks"
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          "titulo" => "Time scales of the muscle network and long-term adaptations"
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            0 => "Network physiology of exercise"
            1 => "Intermuscular coordination"
            2 => "Complex adaptive systems"
            3 => "synergies"
            4 => "microinjuries"
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        "titulo" => "Abstract"
        "resumen" => "<span id="abss0001" class="elsevierStyleSection elsevierViewall"><p id="spara002" class="elsevierStyleSimplePara elsevierViewall">The rate of muscle injuries in professional football has not decreased despite the implementation of preventive strategies&#46; This is commonly attributed to the rise in the number of competitions per season and the rigorous demands of modern football&#46; However&#44; these factors seem insufficient to explain the absence of impact from preventive strategies&#46; Adopting a Network Physiology perspective&#44; we hypothesize that some strength programs focused on reinforcing the most susceptible musculoskeletal structures and increase the muscle mass might contribute to&#44; rather than mitigate&#44; injuries in some players&#46;</p><p id="spara003" class="elsevierStyleSimplePara elsevierViewall">The aim of this work is twofold&#58; a&#41; explaining why some currently applied strength training methods may promote sports injuries in some players&#44; and b&#41; suggest the use of intermuscular connectivity measures to test the risk of injury&#46;</p><p id="spara004" class="elsevierStyleSimplePara elsevierViewall">The stability of multilevel neuromuscular synergies operating at various timescales is a crucial factor for adapting to strength training workloads&#46; This stability necessitates long-term adaptation and cannot be assured through rapid strength gains&#46; When neuromuscular synergies become unstable&#44; the vulnerability to injuries rises&#46; Since performance tests offer limited insights into the stability of neuromuscular synergies&#44; we suggest employing recently developed intermuscular connectivity measures for monitoring and tracking players&#39; progress&#46;</p></span>"
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          "en" => "<p id="spara001" class="elsevierStyleSimplePara elsevierViewall">Networks of interactions among muscle fibers of <span class="elsevierStyleItalic">erector espinae</span> &#40;up&#41; and <span class="elsevierStyleItalic">vastus lateralis</span> &#40;down&#41; during 3 consecutive bouts of squat exercises performed until exhaustion&#46; The muscle network reorganizes with fatigue accumulation&#46; The network maps represent the coupling strength between frequency bands &#40;color nodes&#41; corresponding to fast&#44; intermediate and slow fibers within each muscle group&#46; Links strength is shown by the width of the lines &#40;adapted from Garc&#237;a-Retortillo et al&#46;&#44; 2022&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">35</span></a></p>"
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Preventing or promoting muscle injuries? Strength training as a risk factor in professional football
N. Balaguéa, R. Hristovskib, R. Polc, A. Borralloa, S García-Retortillod,
Corresponding author
sgarcia@wfu.edu

Corresponding author at: Department of Health and Exercise Science, Wake Forest University, 1834 Wake Forest Rd, Worrell Prof. Ctr., Winston-Salem, NC 27109, USA.
a Complex Systems in Sport Research Group, Institut Nacional d'Educació Física de Catalunya (INEFC), Universitat de Barcelona (UB), Barcelona, Spain
b Ss Cyril and Methodius University, Skopje, Macedonia
c Paris Saint-Germain Football Club, Paris, France
d Wake Forest University, North Carolina, USA
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          "en" => "<p id="spara001" class="elsevierStyleSimplePara elsevierViewall">Networks of interactions among muscle fibers of <span class="elsevierStyleItalic">erector espinae</span> &#40;up&#41; and <span class="elsevierStyleItalic">vastus lateralis</span> &#40;down&#41; during 3 consecutive bouts of squat exercises performed until exhaustion&#46; The muscle network reorganizes with fatigue accumulation&#46; The network maps represent the coupling strength between frequency bands &#40;color nodes&#41; corresponding to fast&#44; intermediate and slow fibers within each muscle group&#46; Links strength is shown by the width of the lines &#40;adapted from Garc&#237;a-Retortillo et al&#46;&#44; 2022&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">35</span></a></p>"
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0001" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0003">Introduction</span><p id="para0001" class="elsevierStylePara elsevierViewall">Despite the implementation of prevention strategies&#44; the rate of muscle injuries in professional football has not decreased&#46;<a class="elsevierStyleCrossRef" href="#bib0001"><span class="elsevierStyleSup">1</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0002"><span class="elsevierStyleSup">2</span></a> The prevalence in youth players is particularly alarming and represents a significant health challenge&#46;<a class="elsevierStyleCrossRef" href="#bib0003"><span class="elsevierStyleSup">3</span></a> Although a relationship between the head coach&#39;s leadership style and injury rates has been suggested&#44;<a class="elsevierStyleCrossRef" href="#bib0004"><span class="elsevierStyleSup">4</span></a> there is a lack of studies relating muscle injuries with training methodologies&#46; This brief opinion paper aims to alert that strength training may promote sports injuries in some players&#44; and suggest the use of intermuscular connectivity measures to test the risk of muscle injuries&#46;</p><p id="para0002" class="elsevierStylePara elsevierViewall">The increase of hamstring injuries during the last decades in elite clubs has been linked to the high number of competitions per season and the rigorous demands of modern football&#46;<a class="elsevierStyleCrossRef" href="#bib0001"><span class="elsevierStyleSup">1</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">5</span></a> It is a fact that successful teams participate in national and international cups&#44; and their players frequently compete with their national teams&#46; The interaction among competitive stress&#44; extensive travel&#44; and other related factors can lead to fatigue&#44; coordination deterioration&#44; and an elevated risk of injury&#46;<a class="elsevierStyleCrossRefs" href="#bib0006"><span class="elsevierStyleSup">6-8</span></a> However&#44; preventive strategies&#44; including nutrition&#44; physiotherapy&#44; and other interventions&#44; specifically designed to alleviate these effects&#44; have been notably implemented in recent years&#46;<a class="elsevierStyleCrossRefs" href="#bib0009"><span class="elsevierStyleSup">9-11</span></a> Furthermore&#44; while the interactions of physiological&#44; biomechanical&#44; and psychosocial sports injury risk factors have been discussed&#44; albeit partially addressed&#44;<a class="elsevierStyleCrossRef" href="#bib0008"><span class="elsevierStyleSup">8</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0012"><span class="elsevierStyleSup">12</span></a> the impact of physical conditioning and training methodologies on muscle injuries keeps relatively understudied&#46;</p><p id="para0004" class="elsevierStylePara elsevierViewall">Although training soccer methodologies have notably evolved in recent years toward viewing players&#47;teams as complex adaptive systems&#44; strength and conditioning methodologies still treat players as sophisticated machines&#46;<a class="elsevierStyleCrossRef" href="#bib0013"><span class="elsevierStyleSup">13</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0014"><span class="elsevierStyleSup">14</span></a> It is common to separate preventive and performance training using summative and commutative suppositions such as&#58; &#8220;strength training combined with skill training results in performing skills with more strength&#8221;&#44; &#8220;strength training before field training has a preventive effect&#8221;&#44; &#8220;game actions can be trained in the gym through localized and unspecific exercises&#46;</p><p id="para0005" class="elsevierStylePara elsevierViewall">In recent years&#44; professional football clubs have widely adopted strength training programs as a crucial component of the daily routines for footballers with the primary aim of preventing injuries&#46; They are often based on localized and repetitive exercises which are specific to the performance tests but non-specific with respect to football actions&#46; The potential influence of such methodologies relying on series and repetitions of the same exercises on the development of muscle synergies remains underexplored&#46;<a class="elsevierStyleCrossRef" href="#bib0015"><span class="elsevierStyleSup">15</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0016"><span class="elsevierStyleSup">16</span></a> Traditional&#44; contrast models&#44; ballistic&#44; plyometric&#44; and eccentric programs&#44; known for their substantial strength gains measured through performance tests&#44; are among the most common applied methods&#46;<a class="elsevierStyleCrossRef" href="#bib0017"><span class="elsevierStyleSup">17</span></a> They are typically conducted in dedicated gym facilities using weights&#44; elastic bands&#44; Olympic bars&#44; ropes&#44; medicine balls&#44; etc&#46; and before the field training sessions&#46; It is worth to distinguish these routines focused on strength training from the widely used warming-up FIFA 11&#43; injury prevention program&#46;<a class="elsevierStyleCrossRef" href="#bib0009"><span class="elsevierStyleSup">9</span></a></p><p id="para0006" class="elsevierStylePara elsevierViewall">The strength training programs mentioned above often lack robust scientific evidence&#44; as it is the case of eccentric programs&#44;<a class="elsevierStyleCrossRefs" href="#bib0018"><span class="elsevierStyleSup">18-20</span></a> or lack evidence-based practice&#46;<a class="elsevierStyleCrossRef" href="#bib0021"><span class="elsevierStyleSup">21</span></a> Moreover&#44; existing evidences are frequently based on probabilistic results obtained through experimental designs of group data means comparisons which are non-adequate for personalized recommendations&#46;<a class="elsevierStyleCrossRef" href="#bib0022"><span class="elsevierStyleSup">22</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0023"><span class="elsevierStyleSup">23</span></a></p><p id="para0007" class="elsevierStylePara elsevierViewall">Driven by prevailing social beliefs and values associated with body image&#44; strength training practices have gained popularity&#44; in particular&#44; among youngsters&#46; Muscular bodies&#44; aligning with contemporary aesthetics and representing the archetype of a fit person&#44; are exhibited by football stars and linked implicitly to success&#46; From a complex system perspective&#44; players&#44; teams and competitions are nested structures related through circular causality&#46;<a class="elsevierStyleCrossRef" href="#bib0024"><span class="elsevierStyleSup">24</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0014"><span class="elsevierStyleSup">14</span></a> If the conditional profile of professional football players changes&#44; the game style and the competition changes as well&#46; In turn&#44; the game style and the competition constraints further the players profile&#46; In this way&#44; a generalized strength-oriented practice may change also the football competition&#44; keeping aside the players with difficulties of adaptation to strength training&#46;</p><p id="para0008" class="elsevierStylePara elsevierViewall">Relying on the theoretical principles of the Network Physiology of Exercise&#44;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0026"><span class="elsevierStyleSup">26</span></a> the potential adverse effects of overloading footballers with strength training programs will be explained&#44; and monitoring methods based on connectivity measures will be proposed to evaluate and track players progress&#46;</p></span><span id="sec0002" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0004">Network approach to injuries&#46; The connectivity hypothesis</span><p id="para0009" class="elsevierStylePara elsevierViewall">Football actions emerge from the intricate interaction between multilevel physiological networks &#40;e&#46;g&#46;&#44; molecules&#44; cells&#44; organs&#44; limbs&#41; and the environment&#46;<a class="elsevierStyleCrossRef" href="#bib0027"><span class="elsevierStyleSup">27</span></a> Most muscle injuries occur performing actions that have been repeated many times without harmful consequences&#46; To elucidate the nonlinear transition from safe to injurious actions&#44; Pol et al&#46; &#40;2019&#41; have proposed the connectivity of microinjuries hypothesis&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> According to it&#44; microinjuries&#44; produced by any muscle action of significant intensity&#44; can accumulate and interconnect over time&#46; In general&#44; if the rate of workloads overcome the time of tissue reparation&#44;<a class="elsevierStyleCrossRef" href="#bib0029"><span class="elsevierStyleSup">29</span></a> clusters of microinjuries may create a context for the sudden emergence of a macroinjury&#46; This means that one more repetition of a safe action can produce&#44; through a percolation mechanism&#44; a nonlinear effect &#40;e&#46;g&#46;&#44; muscle strain or rupture&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> As there is no universal threshold-safe number of repetitions or workload values&#44; determining how much workload is too much is a persistently unsolved problem&#46;<a class="elsevierStyleCrossRef" href="#bib0030"><span class="elsevierStyleSup">30</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0031"><span class="elsevierStyleSup">31</span></a> Several interacting factors &#40;e&#46;g&#46; sleep&#44; nutrition&#44; life style&#41; may delay the tissue repair requirements and increase the susceptibility to injury&#46;<a class="elsevierStyleCrossRef" href="#bib0032"><span class="elsevierStyleSup">32</span></a> In this scenario&#44; the widespread GPS-based technologies to quantify and track players workload may have a poor preventive power&#46;</p><p id="para0010" class="elsevierStylePara elsevierViewall">Qualitative changes in training routines&#44; undetected by the tech-based monitoring systems&#44; can also increase the susceptibility to injuries&#58; the replacement of coaches&#44; changes in training methodologies&#44; shifts in tactical strategies or playing positions &#40;e&#46;g&#46; when competing with clubs and national teams&#41;&#44; resuming training after a resting period &#40;e&#46;g&#46;&#44; preseason&#41;&#46; Such changes are often overlooked by injury prevention strategies&#46; However&#44; the consideration of such coordinative stress factors becomes crucial in developing more comprehensive and effective injury prevention approaches&#46;</p></span><span id="sec0003" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0005">Performance tests are not informative enough about injury risks</span><p id="para0011" class="elsevierStylePara elsevierViewall">The accumulation of microinjuries induce coordinative changes in motor actions&#44; similar to those produced by fatigue&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> The explanation can be found in the loss of connectivity among muscle fibers and the instability of neuromuscular interactions&#46;<a class="elsevierStyleCrossRef" href="#bib0033"><span class="elsevierStyleSup">33</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0034"><span class="elsevierStyleSup">34</span></a> The impact of fatigue on the muscular connectivity has been tested through the study of intermuscular coordination during exercise&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">35</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0036"><span class="elsevierStyleSup">36</span></a> The authors have evaluated how distinct muscle fiber types dynamically interact with each other and integrate as a network while performing strength exercises &#40;e&#46;g&#46; push-ups&#44; squats&#41;&#46; Specifically&#44; they have measured intermuscular cross-frequency interactions among distinct muscles by quantifying the spectral components of different frequency bands embedded in surface electromyogram &#40;sEMG&#41; time series&#46; Specific links strength among embedded networks have identified characteristic network profiles&#46;</p><p id="para0012" class="elsevierStylePara elsevierViewall"><a class="elsevierStyleCrossRef" href="#fig0001">Fig&#46; 1</a> shows the progressive loss of connectivity of muscle networks during three consecutive maximal squat tests&#46;<a class="elsevierStyleCrossRef" href="#bib0036"><span class="elsevierStyleSup">36</span></a> The number and strength of connections among the muscle fibers is poorer in the third exercise compared to the first&#46; However&#44; due to synergetic muscle networks reorganization participants are able to continue performing the test requirements&#46; This means that performance tests are not informative enough about changes in muscle connectivity and may poorly predict injury risks&#46; When muscle fibers of the exercising muscle network compensate the lack of function of their neighbors&#44; they become more and more overloaded and prone to increase and connect microinjuries&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> When the number and&#47;or strength of muscle fiber links decreases&#44; the network becomes unfunctional&#44;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a> and the susceptibility of suffering muscle injuries may increase&#46; The empirical results of <a class="elsevierStyleCrossRef" href="#fig0001">Fig&#46; 1</a> strongly point to connectivity measures&#44; obtained from spectral analysis of EMG time series of muscle groups during exercise&#44; as a promising internal workload measure for preventing muscle injuries&#46;</p><elsevierMultimedia ident="fig0001"></elsevierMultimedia><p id="para0013" class="elsevierStylePara elsevierViewall">The loss of functional connectivity with fatigue has been also related to sedentarism and injuries&#46;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">25</span></a> In fact&#44; severe muscle injuries have been associated with a high risk of reinjury&#46;<a class="elsevierStyleCrossRef" href="#bib0037"><span class="elsevierStyleSup">37</span></a> Fatigue and injuries share similar dynamic laws and can be interpreted as adaptive protective mechanisms enforcing time for recovery&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a> In a similar manner that a poor muscle connectivity may induce a nonlinear effect like task failure&#44;<a class="elsevierStyleCrossRef" href="#bib0033"><span class="elsevierStyleSup">33</span></a> it may induce a macroinjury&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a></p><p id="para0014" class="elsevierStylePara elsevierViewall">As noticed in early times&#44; faster and high gains of strength were rapidly lost with detraining&#46; In contrast&#44; moderate gains obtained over longer periods of time were better retained&#46;<a class="elsevierStyleCrossRef" href="#bib0038"><span class="elsevierStyleSup">38</span></a> In general&#44; individual fitness profiles&#44; which stabilize over generations&#44; tend to decline after a temporary cessation of exercise at a rate inversely proportional to the accumulated training time&#46;<a class="elsevierStyleCrossRef" href="#bib0039"><span class="elsevierStyleSup">39</span></a><span class="elsevierStyleSup">&#44;</span><a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">40</span></a> This means that poorly stabilized strength muscle synergies may increase the susceptibility to injuries and vice versa&#46; In this way&#44; the adaptive response to strength training is highly individual&#44; and depends on previous exposure to strength training and genetic factors&#46; In fact&#44; a high heterogeneity has been found in the adaptive response to strength training in older adults identifying adverse responders&#46;<a class="elsevierStyleCrossRef" href="#bib0041"><span class="elsevierStyleSup">41</span></a></p></span><span id="sec0004" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0006">Time scales of the muscle network and long-term adaptations</span><p id="para0015" class="elsevierStylePara elsevierViewall">Adaptation to exercise is a consequence of functionally integrated multilevel physiological networks interacting with external workloads&#46; These multilevel and multi timescale co-adaptive physiological networks interact with each other through circular causality during exercise&#46;<a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">40</span></a> Each level&#44; acting on different characteristic timescale&#44; parametrize the muscle synergies&#46; The faster evolving processes &#40;e&#46;g&#46;&#44; enzymatic or protein signaling network activity&#44; neural excitability etc&#46;&#41; may have already stabilized at increased values while the more slowly evolving variables &#40;e&#46;g&#46;&#44; tendon and bone remodeling&#44; muscle hypertrophy&#44; capillarization&#44; etc&#46;&#41; may not have stabilized yet&#46; The resulting incoherence between these processes may eventually produce a poor stability of muscle synergies and may increase the susceptibility to injuries&#46;<a class="elsevierStyleCrossRef" href="#bib0028"><span class="elsevierStyleSup">28</span></a></p></span><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0007">Practical consequences to avoid injury risks</span><p id="para9001" class="elsevierStylePara elsevierViewall"><ul class="elsevierStyleList" id="celist0001"><li class="elsevierStyleListItem" id="celistitem0001"><span class="elsevierStyleLabel">&#8226;</span><p id="para0016" class="elsevierStylePara elsevierViewall">Update the reductionist assumptions of physical conditioning by considering players as complex adaptive systems also at physiological level&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0002"><span class="elsevierStyleLabel">&#8226;</span><p id="para0017" class="elsevierStylePara elsevierViewall">Avoid the fragmentation of prevention and performance training&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0003"><span class="elsevierStyleLabel">&#8226;</span><p id="para0018" class="elsevierStylePara elsevierViewall">Evaluate the individual characteristics of players before imposing strength training programs&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0004"><span class="elsevierStyleLabel">&#8226;</span><p id="para0019" class="elsevierStylePara elsevierViewall">Eschew strength training programs before field training sessions to protect susceptible players&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0005"><span class="elsevierStyleLabel">&#8226;</span><p id="para0020" class="elsevierStylePara elsevierViewall">Promote moderate and long-term adaptations to strength training&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0006"><span class="elsevierStyleLabel">&#8226;</span><p id="para0021" class="elsevierStylePara elsevierViewall">Avoid the homogenization of players pushing a common conditional profile based on strength&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0007"><span class="elsevierStyleLabel">&#8226;</span><p id="para0022" class="elsevierStylePara elsevierViewall">Pay attention to changes in coordinative requirements not reflected in the common tracking control of workloads&#46;</p></li><li class="elsevierStyleListItem" id="celistitem0008"><span class="elsevierStyleLabel">&#8226;</span><p id="para0023" class="elsevierStylePara elsevierViewall">Introduce connectivity measurements &#40;e&#46;g&#46; intermuscular connectivity&#41; to test the injury risks&#46;</p></li></ul></p></span><span id="sec0006" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="cesectitle0008">Funding</span><p id="para0024" class="elsevierStylePara elsevierViewall">This work was supported by the <span class="elsevierStyleGrantSponsor" id="gs00001">National Institute of Physical Education of Catalonia</span> &#40;INEFC&#41;&#44; Generalitat de Catalunya&#46;</p></span></span>"
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        "resumen" => "<span id="abss0001" class="elsevierStyleSection elsevierViewall"><p id="spara002" class="elsevierStyleSimplePara elsevierViewall">The rate of muscle injuries in professional football has not decreased despite the implementation of preventive strategies&#46; This is commonly attributed to the rise in the number of competitions per season and the rigorous demands of modern football&#46; However&#44; these factors seem insufficient to explain the absence of impact from preventive strategies&#46; Adopting a Network Physiology perspective&#44; we hypothesize that some strength programs focused on reinforcing the most susceptible musculoskeletal structures and increase the muscle mass might contribute to&#44; rather than mitigate&#44; injuries in some players&#46;</p><p id="spara003" class="elsevierStyleSimplePara elsevierViewall">The aim of this work is twofold&#58; a&#41; explaining why some currently applied strength training methods may promote sports injuries in some players&#44; and b&#41; suggest the use of intermuscular connectivity measures to test the risk of injury&#46;</p><p id="spara004" class="elsevierStyleSimplePara elsevierViewall">The stability of multilevel neuromuscular synergies operating at various timescales is a crucial factor for adapting to strength training workloads&#46; This stability necessitates long-term adaptation and cannot be assured through rapid strength gains&#46; When neuromuscular synergies become unstable&#44; the vulnerability to injuries rises&#46; Since performance tests offer limited insights into the stability of neuromuscular synergies&#44; we suggest employing recently developed intermuscular connectivity measures for monitoring and tracking players&#39; progress&#46;</p></span>"
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Article information
ISSN: 26665069
Original language: English
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