Skip to main content
Top
Published in: European Journal of Applied Physiology 2/2016

01-02-2016 | Original Article

Muscle variables of importance for physiological performance in competitive football

Authors: Magni Mohr, Martin Thomassen, Olivier Girard, Sebastien Racinais, Lars Nybo

Published in: European Journal of Applied Physiology | Issue 2/2016

Login to get access

Abstract

Purpose

To examine how match performance parameters in trained footballers relate to skeletal muscle parameters, sprint ability and intermittent exercise performance.

Methods

19 male elite football players completed an experimental game with physical performance determined by video analysis and exercise capacity assessed by intermittent Yo-Yo IR1 and IR2 tests, and a repeated sprint test (RST). Muscle tissue was obtained for analysis of metabolic enzyme maximal activity and key muscle protein expression.

Results

Total game distance, distance deficit from first to second half and high-intensity running in the final 15 min of the game were all correlated to the players’ Yo-Yo IR1 performance (r = 0.55–0.87) and beta-hydroxyacyl-CoA-dehydrogenase (HAD) maximal activity (r = 0.55–0.65). Furthermore, platelet/endothelial cell adhesion molecule-1 (PECAM1) protein expression was weakly (r = 0.46) correlated to total game distance. Peak 5-min game distance faster than 21 km h−1 was related to the Na+–K+ ATPase subunit (α1, α2, β1 and FXYD1) protein levels (r = 0.54–0.70), while Yo-Yo IR2 performance explained 40 % of the variance in high-intensity game distance. Total and 1-min peak sprint distance correlated to myosin heavy chain II/I ratio (MHCII/I ratio) and sarcoendoplasmic reticulum Ca2+ ATPase isoform-1 (SERCA1) protein (r = 0.56–0.86), while phosphofructokinase (PFK) maximal activity also correlated to total sprint distance (r = 0.46).

Conclusion

The findings emphasize the complexity of parameters predicting physical football performance with Yo-Yo IR1 and HAD as the best predictors of total distance, while high expression of Na+–K+ ATPase proteins and the Yo-Yo IR2 test are better predictors of high-intensity performance. Finally, sprint performance relates to skeletal muscle fiber-type composition.
Literature
go back to reference Bangsbo J (1994) The physiology of soccer—with special reference to intense intermittent exercise. Acta Physiol Scand Suppl 619:1–155PubMed Bangsbo J (1994) The physiology of soccer—with special reference to intense intermittent exercise. Acta Physiol Scand Suppl 619:1–155PubMed
go back to reference Bangsbo J, Iaia FM, Krustrup P (2008) The Yo-Yo intermittent recovery test: a useful tool for evaluation of physical performance in intermittent sports. Sports Med 38:37–51PubMedCrossRef Bangsbo J, Iaia FM, Krustrup P (2008) The Yo-Yo intermittent recovery test: a useful tool for evaluation of physical performance in intermittent sports. Sports Med 38:37–51PubMedCrossRef
go back to reference Bendiksen M, Bischoff R, Randers MB, Mohr M, Rollo I, Suetta C, Bangsbo J, Krustrup P (2012) The copenhagen soccer test: physiological response and fatigue development. Med Sci Sport Exerc 44:1595–1603CrossRef Bendiksen M, Bischoff R, Randers MB, Mohr M, Rollo I, Suetta C, Bangsbo J, Krustrup P (2012) The copenhagen soccer test: physiological response and fatigue development. Med Sci Sport Exerc 44:1595–1603CrossRef
go back to reference Benziane B, Widegren U, Pirkmajer S, Henriksson J, Stepto NK, Chibalin AV (2011) Effect of exercise and training on phospholemman phosphorylation in human skeletal muscle. Am J Physiol Endocrinol Metab 301:E456–E466PubMedCrossRef Benziane B, Widegren U, Pirkmajer S, Henriksson J, Stepto NK, Chibalin AV (2011) Effect of exercise and training on phospholemman phosphorylation in human skeletal muscle. Am J Physiol Endocrinol Metab 301:E456–E466PubMedCrossRef
go back to reference Bradley PS, Sheldon W, Wooster B, Olsen P, Boanas P, Krustrup P (2009) High-intensity running in English FA Premier League soccer matches. J Sports Sci 27:159–168PubMedCrossRef Bradley PS, Sheldon W, Wooster B, Olsen P, Boanas P, Krustrup P (2009) High-intensity running in English FA Premier League soccer matches. J Sports Sci 27:159–168PubMedCrossRef
go back to reference Brandon LJ (1995) Physiological factors associated with middle distance running performance. Sport Med 19:268–277CrossRef Brandon LJ (1995) Physiological factors associated with middle distance running performance. Sport Med 19:268–277CrossRef
go back to reference Burgomaster KA, Hughes SC, Heigenhauser GJ, Bradwell SN, Gibala MJ (2005) Six sessions of sprint interval training increases muscle oxidative potential and cycle endurance capacity in humans. J Appl Physiol 98:1985–1990PubMedCrossRef Burgomaster KA, Hughes SC, Heigenhauser GJ, Bradwell SN, Gibala MJ (2005) Six sessions of sprint interval training increases muscle oxidative potential and cycle endurance capacity in humans. J Appl Physiol 98:1985–1990PubMedCrossRef
go back to reference Crambert G, Fuzesi M, Garty H, Karlish S, Geering K (2002) Phospholemman (FXYD1) associates with Na-K-ATPase and regulates its transport properties. Proc Natl Acad Sci USA 99:11476–11488PubMedPubMedCentralCrossRef Crambert G, Fuzesi M, Garty H, Karlish S, Geering K (2002) Phospholemman (FXYD1) associates with Na-K-ATPase and regulates its transport properties. Proc Natl Acad Sci USA 99:11476–11488PubMedPubMedCentralCrossRef
go back to reference Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B (2009) Analysis of high intensity activity in Premier League soccer. Int J Sport Med 30:205–212CrossRef Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B (2009) Analysis of high intensity activity in Premier League soccer. Int J Sport Med 30:205–212CrossRef
go back to reference Dutka TL, Lamb GD (2007) Na+–K+ pumps in the transverse tubular system of skeletal muscle fibers preferentially use ATP from glycolysis. Am J Physiol Cell Physiol 293:C967–C977PubMedCrossRef Dutka TL, Lamb GD (2007) Na+–K+ pumps in the transverse tubular system of skeletal muscle fibers preferentially use ATP from glycolysis. Am J Physiol Cell Physiol 293:C967–C977PubMedCrossRef
go back to reference Galuska D, Kotova O, Barres R, Chibalina D, Benziane B, Chibalin AV (2009) Altered expression and insulin-induced trafficking of Na+–K+-ATPase in rat skeletal muscle: effects of high-fat diet and exercise. Am J Physiol Endocrinol Metab 297:E38–E49PubMedCrossRef Galuska D, Kotova O, Barres R, Chibalina D, Benziane B, Chibalin AV (2009) Altered expression and insulin-induced trafficking of Na+–K+-ATPase in rat skeletal muscle: effects of high-fat diet and exercise. Am J Physiol Endocrinol Metab 297:E38–E49PubMedCrossRef
go back to reference Hopkins WG, Marshall SW, Batterham AM, Hanin J (2009) Progressive statistics for studies in sports medicine and exercise sciences. Med Sci Sport Exerc 41:3–13CrossRef Hopkins WG, Marshall SW, Batterham AM, Hanin J (2009) Progressive statistics for studies in sports medicine and exercise sciences. Med Sci Sport Exerc 41:3–13CrossRef
go back to reference Iaia FM, Thomassen M, Kolding H, Gunnarsson T, Wendell J, Rostgaard T, Nordsborg N, Krustrup P, Nybo L, Hellsten Y, Bangsbo J (2008) Reduced volume but increased training intensity elevates muscle Na+–K+ pump alpha1-subunit and NHE1 expression as well as short-term work capacity in humans. Am J Physiol Intragr Comp Physiol 294:R966–R974CrossRef Iaia FM, Thomassen M, Kolding H, Gunnarsson T, Wendell J, Rostgaard T, Nordsborg N, Krustrup P, Nybo L, Hellsten Y, Bangsbo J (2008) Reduced volume but increased training intensity elevates muscle Na+–K+ pump alpha1-subunit and NHE1 expression as well as short-term work capacity in humans. Am J Physiol Intragr Comp Physiol 294:R966–R974CrossRef
go back to reference Iaia FM, Perez-Gomez J, Thomassen M, Nordsborg NB, Hellsten Y, Bangsbo J (2011) Relationship between performance at different exercise intensities and skeletal muscle characteristics. J Appl Physiol 110:1555–1563PubMedCrossRef Iaia FM, Perez-Gomez J, Thomassen M, Nordsborg NB, Hellsten Y, Bangsbo J (2011) Relationship between performance at different exercise intensities and skeletal muscle characteristics. J Appl Physiol 110:1555–1563PubMedCrossRef
go back to reference Jensen L, Bangsbo J, Hellsten Y (2004) Effect of high intensity training on capillarization and presence of angiogenic factors in human skeletal muscle. J Physiol 557:571–582PubMedPubMedCentralCrossRef Jensen L, Bangsbo J, Hellsten Y (2004) Effect of high intensity training on capillarization and presence of angiogenic factors in human skeletal muscle. J Physiol 557:571–582PubMedPubMedCentralCrossRef
go back to reference Juel C, Pilegaard H, Nielsen JJ, Bangsbo J (2000) Interstitial K+ in human skeletal muscle during and after dynamic graded exercise determined by microdialysis. Am J Physiol Regul Integr Comp Physiol 278:R400–R406PubMed Juel C, Pilegaard H, Nielsen JJ, Bangsbo J (2000) Interstitial K+ in human skeletal muscle during and after dynamic graded exercise determined by microdialysis. Am J Physiol Regul Integr Comp Physiol 278:R400–R406PubMed
go back to reference Juel C, Klarskov C, Nielsen JJ, Krustrup P, Mohr M, Bangsbo J (2004) Effect of high-intensity intermittent training on lactate and H+ release from human skeletal muscle. Am J Physiol Endocrinol Metab 286:E245–E251PubMedCrossRef Juel C, Klarskov C, Nielsen JJ, Krustrup P, Mohr M, Bangsbo J (2004) Effect of high-intensity intermittent training on lactate and H+ release from human skeletal muscle. Am J Physiol Endocrinol Metab 286:E245–E251PubMedCrossRef
go back to reference Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen PK, Bangsbo J (2003) The yo-yo intermittent recovery test: physiological response, reliability, and validity. Med Sci Sport Exerc 35:697–705CrossRef Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen PK, Bangsbo J (2003) The yo-yo intermittent recovery test: physiological response, reliability, and validity. Med Sci Sport Exerc 35:697–705CrossRef
go back to reference Krustrup P, Mohr M, Steensberg A, Bencke J, Kjaer M, Bangsbo J (2006a) Muscle and blood metabolites during a soccer game: implications for sprint performance. Med Sci Sport Exerc 38:1165–1174CrossRef Krustrup P, Mohr M, Steensberg A, Bencke J, Kjaer M, Bangsbo J (2006a) Muscle and blood metabolites during a soccer game: implications for sprint performance. Med Sci Sport Exerc 38:1165–1174CrossRef
go back to reference Krustrup P, Mohr M, Nybo L, Jensen JM, Nielsen JJ, Bangsbo J (2006b) The Yo-Yo IR2 test: physiological response, reliability, and application to elite soccer. Med Sci Sport Exerc 38:1666–1673CrossRef Krustrup P, Mohr M, Nybo L, Jensen JM, Nielsen JJ, Bangsbo J (2006b) The Yo-Yo IR2 test: physiological response, reliability, and application to elite soccer. Med Sci Sport Exerc 38:1666–1673CrossRef
go back to reference Krustrup P, Ortenblad N, Nielsen J, Nybo L, Gunnarsson TP, Iaia FM, Bangsbo J (2011) Maximal voluntary contraction force, SR function and glycogen resynthesis during the first 72 h after a high-level competitive soccer game. Eur J Appl Physiol 111:2987–2995PubMedCrossRef Krustrup P, Ortenblad N, Nielsen J, Nybo L, Gunnarsson TP, Iaia FM, Bangsbo J (2011) Maximal voluntary contraction force, SR function and glycogen resynthesis during the first 72 h after a high-level competitive soccer game. Eur J Appl Physiol 111:2987–2995PubMedCrossRef
go back to reference Leick L, Hellsten Y, Fentz J, Lyngby SS, Wojtaszewski JF, Hidalgo J, Pilegaard H (2009) PGC-1alpha mediates exercise-induced skeletal muscle VEGF expression in mice. Am J Physiol Endocrinol Metab 297:E92–E103PubMedCrossRef Leick L, Hellsten Y, Fentz J, Lyngby SS, Wojtaszewski JF, Hidalgo J, Pilegaard H (2009) PGC-1alpha mediates exercise-induced skeletal muscle VEGF expression in mice. Am J Physiol Endocrinol Metab 297:E92–E103PubMedCrossRef
go back to reference Lowry OH, Passonneau JV (1972) A flexible system of enzymatic analysis. Academic, New York Lowry OH, Passonneau JV (1972) A flexible system of enzymatic analysis. Academic, New York
go back to reference McKenna MJ, Bangsbo J, Renaud JM (2008) Muscle K+, Na+, and Cl− disturbances and Na+–K+ pump inactivation: implications for fatigue. J Appl Physiol 104:288–295PubMedCrossRef McKenna MJ, Bangsbo J, Renaud JM (2008) Muscle K+, Na+, and Cl disturbances and Na+–K+ pump inactivation: implications for fatigue. J Appl Physiol 104:288–295PubMedCrossRef
go back to reference Midgley AW, McNaughton LR, Caroll S (2007) Physiological determinants of time to exhaustion during intermittent treadmill running at vVO2max. Int J Sports Med 28:273–280PubMedCrossRef Midgley AW, McNaughton LR, Caroll S (2007) Physiological determinants of time to exhaustion during intermittent treadmill running at vVO2max. Int J Sports Med 28:273–280PubMedCrossRef
go back to reference Mishra NK, Peleg Y, Cirri E, Belogus T, Lifshitz Y, Voelker DR, Apell HJ, Garty H, Karlish SJ (2011) FXYD proteins stabilize Na, K-ATPase: amplification of specific phosphatidylserine-protein interactions. J Biol Chem 286:9699–9712PubMedPubMedCentralCrossRef Mishra NK, Peleg Y, Cirri E, Belogus T, Lifshitz Y, Voelker DR, Apell HJ, Garty H, Karlish SJ (2011) FXYD proteins stabilize Na, K-ATPase: amplification of specific phosphatidylserine-protein interactions. J Biol Chem 286:9699–9712PubMedPubMedCentralCrossRef
go back to reference Mohr M (2008) Fatigue development in soccer with reference to intense intermittent exercise. Copenhagen, Denmark. ISBN: 9788791771163 Mohr M (2008) Fatigue development in soccer with reference to intense intermittent exercise. Copenhagen, Denmark. ISBN: 9788791771163
go back to reference Mohr M, Krustrup P, Bangsbo J (2003) Match performance of high-standard soccer players with special reference to development of fatigue. J Sport Sci 21:519–528CrossRef Mohr M, Krustrup P, Bangsbo J (2003) Match performance of high-standard soccer players with special reference to development of fatigue. J Sport Sci 21:519–528CrossRef
go back to reference Mohr M, Krustrup P, Bangsbo J (2005) Fatigue in soccer: a brief review. J Sport Sci 23:593–599CrossRef Mohr M, Krustrup P, Bangsbo J (2005) Fatigue in soccer: a brief review. J Sport Sci 23:593–599CrossRef
go back to reference Mohr M, Krustrup P, Nielsen JJ, Nybo L, Rasmussen MK, Juel C, Bangsbo J (2007) Effect of two different intense training regimes on skeletal muscle ion transport systems and fatigue development. Am J Physiol Regul Interg Comp Physiol 292:R1594–R1602CrossRef Mohr M, Krustrup P, Nielsen JJ, Nybo L, Rasmussen MK, Juel C, Bangsbo J (2007) Effect of two different intense training regimes on skeletal muscle ion transport systems and fatigue development. Am J Physiol Regul Interg Comp Physiol 292:R1594–R1602CrossRef
go back to reference Nielsen J, Krustrup P, Nybo L, Gunnarsson TP, Madsen K, Schrøter HD, Bangsbo J, Orthenblad N (2012) Skeletal muscle glycogen content and particle size of distinct subcellular localizations in the recovery period after a high-level soccer match. Eur J Appl Physiol 112:3559–3567PubMedCrossRef Nielsen J, Krustrup P, Nybo L, Gunnarsson TP, Madsen K, Schrøter HD, Bangsbo J, Orthenblad N (2012) Skeletal muscle glycogen content and particle size of distinct subcellular localizations in the recovery period after a high-level soccer match. Eur J Appl Physiol 112:3559–3567PubMedCrossRef
go back to reference Nordsborg NB, Connolly L, Weihe P, Iuliano E, Krustrup P, Saltin B, Mohr M (2015) Oxidative capacity and glycogen content increase more in arm than leg muscle in sedentary women after intense training. J Appl Physiol 119:116–123PubMedCrossRef Nordsborg NB, Connolly L, Weihe P, Iuliano E, Krustrup P, Saltin B, Mohr M (2015) Oxidative capacity and glycogen content increase more in arm than leg muscle in sedentary women after intense training. J Appl Physiol 119:116–123PubMedCrossRef
go back to reference Nybo L, Racinais S, Mohr M, Knez W, Voss S, Girrard O (2013) Markers of muscle damage and performance recovery after exercise in the heat. Med Sci Sport Exerc 45:860–868CrossRef Nybo L, Racinais S, Mohr M, Knez W, Voss S, Girrard O (2013) Markers of muscle damage and performance recovery after exercise in the heat. Med Sci Sport Exerc 45:860–868CrossRef
go back to reference Randers MB, Mujika I, Bischoff R, Hewitt A, Solano R, Petrole E, Krustrup P, Mohr M (2010) Application of four different football match analyzing systems—a comparative study. J Sport Sci 28:171–182CrossRef Randers MB, Mujika I, Bischoff R, Hewitt A, Solano R, Petrole E, Krustrup P, Mohr M (2010) Application of four different football match analyzing systems—a comparative study. J Sport Sci 28:171–182CrossRef
go back to reference Reis J, Zhang L, Cala S, Jew KN, Mace LC, Chung L, Moore RL, Ng YC (2005) Expression of phospholemman and its association with Na+–K+-ATPase in skeletal muscle: effects of aging and exercise training. J Appl Physiol 99:1508–1515PubMedCrossRef Reis J, Zhang L, Cala S, Jew KN, Mace LC, Chung L, Moore RL, Ng YC (2005) Expression of phospholemman and its association with Na+–K+-ATPase in skeletal muscle: effects of aging and exercise training. J Appl Physiol 99:1508–1515PubMedCrossRef
go back to reference Saltin B (1973) Metabolic fundamentals in exercise. Med Sci Sports 5:137–146PubMed Saltin B (1973) Metabolic fundamentals in exercise. Med Sci Sports 5:137–146PubMed
go back to reference Thomassen M, Christensen PM, Gunnarsson TP, Nybo L, Bangsbo J (2010) Effect of 2-wk intensified training and inactivity on muscle Na+-K+ pump expression, phospholemman (FXYD1) phosphorylation, and performance in soccer players. J Appl Physiol 108:898–905PubMedCrossRef Thomassen M, Christensen PM, Gunnarsson TP, Nybo L, Bangsbo J (2010) Effect of 2-wk intensified training and inactivity on muscle Na+-K+ pump expression, phospholemman (FXYD1) phosphorylation, and performance in soccer players. J Appl Physiol 108:898–905PubMedCrossRef
go back to reference Thomassen M, Murphy RM, Bangsbo J (2013) Fibre type-specific change in FXYD1 phosphorylation during acute intense exercise in humans. J Physiol 591:1523–1533PubMedPubMedCentralCrossRef Thomassen M, Murphy RM, Bangsbo J (2013) Fibre type-specific change in FXYD1 phosphorylation during acute intense exercise in humans. J Physiol 591:1523–1533PubMedPubMedCentralCrossRef
go back to reference Varley MC, Augley RJ (2012) Acceleration profiles in elite Australian soccer. Int J Sports Med 34:34–39PubMedCrossRef Varley MC, Augley RJ (2012) Acceleration profiles in elite Australian soccer. Int J Sports Med 34:34–39PubMedCrossRef
go back to reference Wisloff U, Castagna C, Helgerud J, Jones R, Hoff J (2004) Strong correlation of maximal squat strength with sprint performance and vertical jump height in elite soccer players. Brit J Sport Med 38:285–288CrossRef Wisloff U, Castagna C, Helgerud J, Jones R, Hoff J (2004) Strong correlation of maximal squat strength with sprint performance and vertical jump height in elite soccer players. Brit J Sport Med 38:285–288CrossRef
go back to reference Yeo WK, Carey AL, Burke L, Spriet LL, Hawley JA (2011) Fat adaptation in well-trained athletes: effect of cell metabolism. Appl Physiol Nutr Metab 36:12–22PubMedCrossRef Yeo WK, Carey AL, Burke L, Spriet LL, Hawley JA (2011) Fat adaptation in well-trained athletes: effect of cell metabolism. Appl Physiol Nutr Metab 36:12–22PubMedCrossRef
Metadata
Title
Muscle variables of importance for physiological performance in competitive football
Authors
Magni Mohr
Martin Thomassen
Olivier Girard
Sebastien Racinais
Lars Nybo
Publication date
01-02-2016
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Applied Physiology / Issue 2/2016
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-015-3274-x

Other articles of this Issue 2/2016

European Journal of Applied Physiology 2/2016 Go to the issue