[en] The cardiac response to physical exertion is linked to factors such as age, work intensity, and fitness levels. The primary objective of this study was to characterize within-session changes in cardiac response to running in Canadian football athletes, which may indicate physical fatigue. Performance profiles were collected from GPS and heart rate (HR) sensors worn by 30 male Canadian varsity football players (20–26 years old) over 28 games and practices. Running efforts with 60–180 s of rest were detected, and the maximum HR (HRmax) and peak HR recovery (HRRpk) during rest were extracted. Additionally, a new metric of cardiovascular cost (CVC) was developed to reflect the efficiency of the HR response to physical workload. HRmax was higher in games (p < 0.001) and in linemen (p < 0.001), and it increased over time (p < 0.001). HRRpk was higher in skilled players (p < 0.001) and changed over time (p < 0.001) depending on the rest period. CVC was higher in linemen (p < 0.001) and increased over time (p < 0.001). This study demonstrated the utility of HR response metrics to quantify ongoing fatigue experienced by Canadian football athletes and proposed a novel fatigue metric capable of monitoring an athlete’s fatigue state in real time.
Disciplines :
Orthopedics, rehabilitation & sports medicine
Author, co-author :
Zafar, Abdullah ; Department of Kinesiology, University of Waterloo, Waterloo, ON N2L 3G1, Canada
Guay, Samuel; Centre de Recherche, Hôpital du Sacré-Cœur de Montréal, Montréal, QC H4J 1C5, Canada
Vinet, Sophie-Andrée; Centre de Recherche, Hôpital du Sacré-Cœur de Montréal, Montréal, QC H4J 1C5, Canada
Pilon, Francine; Department of Kinesiology, University of Montréal, Montréal, QC H3T 1J4, Canada
Martens, Géraldine ; Université de Liège - ULiège > GIGA > GIGA Consciousness - Coma Science Group ; Centre de Recherche, Hôpital du Sacré-Cœur de Montréal, Montréal, QC H4J 1C5, Canada
Prince, François ; Centre de Recherche, Hôpital du Sacré-Cœur de Montréal, Montréal, QC H4J 1C5, Canada ; Department of Surgery, Faculty of Medicine, University of Montréal, Montréal, QC H3T 1J4, Canada ; Institut National du Sport du Québec, Montréal, QC H1V 3N7, Canada
De Beaumont, Louis ; Centre de Recherche, Hôpital du Sacré-Cœur de Montréal, Montréal, QC H4J 1C5, Canada ; Department of Surgery, Faculty of Medicine, University of Montréal, Montréal, QC H3T 1J4, Canada
Language :
English
Title :
Heart Rate Dynamics and Quantifying Physical Fatigue in Canadian Football
Feairheller D.L. Aichele K.R. Oakman J.E. Neal M.P. Cromwell C.M. Lenzo J.M. Perez A.N. Bye N.L. Santaniello E.L. Hill J.A. et al. Vascular health in American football players: Cardiovascular risk increased in division III players Int. J. Vasc. Med. 2016 2016 6851256 10.1155/2016/6851256 26904291
Carbuhn A.F. Womack J.W. Green J.S. Morgan K. Miller G.S. Crouse S.F. Performance and blood pressure characteristics of first-year national collegiate athletic association division I football players J. Strength Cond. Res. 2008 22 1347 1354 10.1519/JSC.0b013e318173db5d 18545168
Shields JR C.L. Whitney F.E. Zomar V.D. Exercise performance of professional football players Am. J. Sport Med. 1984 12 455 459 10.1177/036354658401200610 6507716
Kaiser G.E. Womack J.W. Green J.S. Pollard B. Miller G.S. Crouse S.F. Morphological profiles for first-year National Collegiate Athletic Association Division I football players J. Strength Cond. Res. 2008 22 243 249 10.1519/JSC.0b013e31815f5d97
Buchheit M. Monitoring training status with HR measures: Do all roads lead to Rome? Front. Physiol. 2014 5 71297 10.3389/fphys.2014.00073 24578692
Flatt A.A. Esco M.R. Allen J.R. Robinson J.B. Earley R.L. Fedewa M.V. Bragg A. Keith C.M. Wingo J.E. Heart rate variability and training load among national collegiate athletic association division 1 college football players throughout spring camp J. Strength Cond. Res. 2018 32 3127 3134 10.1519/JSC.0000000000002241 29023330
Millet G.P. Burtscher J. Bourdillon N. Manferdelli G. Burtscher M. Sandbakk Ø The VO2 max Legacy of Hill and Lupton (1923)—100 Years On Int. J. Sport Physiol. Perform. 2023 18 1362 1365
Archiza B. Andaku D.K. Beltrame T. Libardi C.A. Borghi-Silva A. The relationship between repeated-sprint ability, aerobic capacity, and oxygen uptake recovery kinetics in female soccer athletes J. Hum. Kinet. 2020 75 115 126 10.2478/hukin-2020-0042
Hagar A. Melo L. Hills G. Kenshur N. Dickinson S. A new aerobic fitness score based on lactate sensing during submaximal exercise Appl. Physiol. Nutr. Metab. 2020 45 784 792 10.1139/apnm-2019-0739 31874047
Watson A.M. Brickson S.L. Prawda E.R. Sanfilippo J.L. Short-term heart rate recovery is related to aerobic fitness in elite intermittent sport athletes J. Strength Cond. Res. 2017 31 1055 1061 10.1519/JSC.0000000000001567
Achten J. Jeukendrup A.E. Heart rate monitoring: Applications and limitations Sport Med. 2003 33 517 538 10.2165/00007256-200333070-00004 12762827
Coutts A.J. Slattery K.M. Wallace L.K. Practical tests for monitoring performance, fatigue and recovery in triathletes J. Sci. Med. Sport 2007 10 372 381 10.1016/j.jsams.2007.02.007 17466593
Cummins C. Orr R. O’Connor H. West C. Global positioning systems (GPS) and microtechnology sensors in team sports: A systematic review Sport Med. 2013 43 1025 1042 10.1007/s40279-013-0069-2 23812857
DeMartini J.K. Martschinske J.L. Casa D.J. Lopez R.M. Ganio M.S. Walz S.M. Coris E.E. Physical demands of National Collegiate Athletic Association Division I football players during preseason training in the heat J. Strength Cond. Res. 2011 25 2935 2943 10.1519/JSC.0b013e318231a643 21904245
Lach J. Wiecha S. Śliż D. Price S. Zaborski M. Cieśliński I. Postuła M. Knechtle B. Mamcarz A. HR max prediction based on age, body composition, fitness level, testing modality and sex in physically active population Front. Physiol. 2021 12 695950 10.3389/fphys.2021.695950 34393819
Seo M.W. Lee J.M. Jung H.C. Jung S.W. Song J.K. Effects of various work-to-rest ratios during high-intensity interval training on athletic performance in adolescents Int. J. Sport Med. 2019 40 503 510 10.1055/a-0927-6884 31288289
Renaghan E. Wittels H.L. Wittels S.H. Wishon M.J. Hecocks D. Wittels E.D. Hendricks S. Girardi J. Lee S.J. McDonald S.M. et al. Internal or External Training Load Metrics: Which Is Best for Tracking Autonomic Nervous System Recovery and Function in Collegiate American Football? J. Funct. Morphol. Kinesiol. 2023 9 5 10.3390/jfmk9010005 38535414
Flatt A.A. Allen J.R. Keith C.M. Martinez M.W. Esco M.R. Season-long heart-rate variability tracking reveals autonomic imbalance in American college football players Int. J. Sport Physiol. Perform. 2021 16 1834 1843 10.1123/ijspp.2020-0801 34039770
Alexandre D. Da Silva C.D. Hill-Haas S. Wong d.P. Natali A.J. De Lima J.R. Bara Filho M.G. Marins J.J. Garcia E.S. Karim C. et al. Heart rate monitoring in soccer: Interest and limits during competitive match play and training, practical application J. Strength Cond. Res. 2012 26 2890 2906 10.1519/JSC.0b013e3182429ac7
Owen A.L. Wong D.P. McKenna M. Dellal A. Heart rate responses and technical comparison between small-vs. large-sided games in elite professional soccer J. Strength Cond. Res. 2011 25 2104 2110 10.1519/JSC.0b013e3181f0a8a3
Suarez-Arrones L.J. Nuñez F.J. Portillo J. Mendez-Villanueva A. Running demands and heart rate responses in men rugby sevens J. Strength Cond. Res. 2012 26 3155 3159 10.1519/JSC.0b013e318243fff7 22158098
Zafar A. Guay S. Vinet S.A. Apinis-Deshaies A. Creniault R. Martens G. Prince F. De Beaumont L. Characterization of Running Intensity in Canadian Football Based on Tactical Position Sensors 2024 24 2644 10.3390/s24082644
Harry K. Booysen M.J. Faster heart rate recovery correlates with high-intensity match activity in female field hockey players—Training implications J. Strength Cond. Res. 2020 34 1150 1157 10.1519/JSC.0000000000003073 30741872
Kraemer W. Gotshalk L. Physiology of American football Exercise and Sport Science Garrett W.E. Kirkendall D.T. Lippincott, Williams & Wilkins Baltimore, MD, USA 2000 795 813
R Core Team R: A Language and Environment for Statistical Computing R Foundation for Statistical Computing Vienna, Austria 2016 Available online: http://www.R-project.org/ (accessed on 1 December 2023)
Sullivan G.M. Feinn R. Using effect size—or why the P value is not enough J. Grad. Med. Educ. 2012 4 279 282 10.4300/JGME-D-12-00156.1 23997866
Graziano F. Juhasz V. Brunetti G. Cipriani A. Szabo L. Merkely B. Corrado D. D’Ascenzi F. Vago H. Zorzi A. May strenuous endurance sports activity damage the cardiovascular system of healthy athletes? A narrative review J. Cardiovasc. Dev. Dis. 2022 9 347 10.3390/jcdd9100347 36286299
Isath A. Koziol K.J. Martinez M.W. Garber C.E. Martinez M.N. Emery M.S. Baggish A.L. Naidu S.S. Lavie C.J. Arena R. et al. Exercise and cardiovascular health: A state-of-the-art review Prog. Cardiovasc. Dis. 2023 79 44 52 10.1016/j.pcad.2023.04.008 37120119
Runacres A. Mackintosh K.A. McNarry M.A. Health consequences of an elite sporting career: Long-term detriment or long-term gain? A meta-analysis of 165,000 former athletes Sport Med. 2021 51 289 301 10.1007/s40279-020-01379-5 33368029
McHugh C. Hind K. Cunningham J. Davey D. Wilson F. A career in sport does not eliminate risk of cardiovascular disease: A systematic review and meta-analysis of the cardiovascular health of field-based athletes J. Sci. Med. Sport 2020 23 792 799 10.1016/j.jsams.2020.02.009 32139313
Phelps A. Alosco M.L. Baucom Z. Hartlage K. Palmisano J.N. Weuve J. Mez J. Tripodis Y. Stern R.A. Association of playing college American football with long-term health outcomes and mortality JAMA Netw. Open 2022 5 e228775 10.1001/jamanetworkopen.2022.8775
Buchheit M. Simpson B.M. Lacome M. Monitoring cardiorespiratory fitness in professional soccer players: Is it worth the prick? Int. J. Sport Physiol. Perform. 2020 15 1437 1441 10.1123/ijspp.2019-0911
Altmann S. Neumann R. Härtel S. Woll A. Buchheit M. Using submaximal exercise heart rate for monitoring cardiorespiratory fitness changes in professional soccer players: A replication study Int. J. Sport Physiol. Perform. 2021 16 1096 1102 10.1123/ijspp.2020-0554 33789245
Mazzoleni M.J. Battaglini C.L. Martin K.J. Coffman E.M. Mann B.P. Modeling and predicting heart rate dynamics across a broad range of transient exercise intensities during cycling Sport Eng. 2016 19 117 127 10.1007/s12283-015-0193-3
Abrahams S. Mc Fie S. Patricios J. Posthumus M. September A.V. Risk factors for sports concussion: An evidence-based systematic review Br. J. Sport Med. 2014 48 91 97 10.1136/bjsports-2013-092734 24052371
Kontos A.P. Elbin R.J. Collins M.W. Aerobic fitness and concussion outcomes in high school football Foundations of Sport-Related Brain Injuries Springer Boston, MA, USA 2006 315 339
Bradley P.S. Di Mascio M. Peart D. Olsen P. Sheldon B. High-intensity activity profiles of elite soccer players at different performance levels J. Strength Cond. Res. 2010 24 2343 2351 10.1519/JSC.0b013e3181aeb1b3 19918194
Mohr M. Mujika I. Santisteban J. Randers M.B. Bischoff R. Solano R. Hewitt A. Zubillaga A. Peltola E. Krustrup P. Examination of fatigue development in elite soccer in a hot environment: A multi-experimental approach Scand. J. Med. Sci. Sport. 2010 20 125 132 10.1111/j.1600-0838.2010.01217.x
Bradley P.S. Noakes T.D. Match running performance fluctuations in elite soccer: Indicative of fatigue, pacing or situational influences? J. Sport Sci. 2013 31 1627 1638 10.1080/02640414.2013.796062