Resumen
El objetivo del presente estudio fue analizar la variación de la velocidad de carrera y la frecuencia cardíaca en corredores aficionados durante un maratón en un entorno de alto índice térmico. Dieciocho corredores aficionados (peso: 65.2 ± 12.21 kg, altura: 168.4 ± 10.6 cm, VO2max: 52.9 ± 7.1 ml/kg/min) corrieron un maratón (42 195 m) en cercanía al mar bajo un índice térmico de 27.8 ± 3.52ºC y con recorrido de 0-80 m.s.n.m. La prueba de Pearson mostró una correlación significativa entre el aumento del índice de estrés termal (TGBH) y la variación de la velocidad (r = 0.168, p = 0.049). En este sentido, la duración total de la carrera presentó una relación directa con la velocidad (r = 0.675, p = 0.003) y la variación de la frecuencia cardíaca (r = 0.631, p = 0.007). El tiempo final de carrera se explicó en un 61.6% y 37% por la variación de la velocidad de 26 a 30 km (r 2= 0.61; F = 26.17; p < 0.001) y por la variabilidad de la frecuencia cardíaca en el lapso de 31 a 35 km (r 2= 0.37; F= 10.38; p < 0.001) respectivamente. En conclusión, el índice térmico provoca una disminución en el ritmo de la velocidad, este efecto mayor en la segunda mitad de la carrera. Por lo anterior, entrenadores deben planificar entrenamientos y estrategias para mitigar el impacto de estas condiciones en el desempeño físico y fisiológico de los corredores amateur.
Citas
Armstrong, L. E., Casa, D. J., Millard-Stafford, M., Moran, D. S., Pyne, S. W., y Roberts, W. O. (2007). American College of Sports Medicine position stand. Exertional heat illness during training and competition. Medicine & Science in Sports & Exercise, 39(3), 556-572. doi: https://doi.org/10.1249/MSS.0b013e31802fa199
Billat, V. L., Mille-Hamard, L., Meyer, Y., y Wesfreid, E. (2009). Detection of changes in the fractal scaling of heart rate and speed in a marathon race. Physica A: Statistical Mechanics and its Applications, 388(18), 3798-3808. doi: https://doi.org/10.1016/j.physa.2009.05.029
Brocherie, F, y Millet, G.P. (2015). Is the wet-bulb globe temperature (WBGT) index relevant for exercise in the heat?. Sports Medicine, 45(11), 1619-1621. doi: https://doi.org/10.1007/s40279-015-0386-8
Cheuvront, S. N., Kenefick, R. W., Montain, S. J., y Sawka, M. N. (2010). Mechanisms of aerobic performance impairment with heat stress and dehydration. Journal of Applied Physiology, 109(6), 1989-1995. doi: https://doi.org/10.1152/japplphysiol.00367.2010
Crouter, S. E., Clowers, K.G., y Bassett, D.R. (2006). A novel method for using accelerometer data to predict energy expenditure. Journal of Applied Physiology, 100(4), 1324-1331. doi: https://doi.org/10.1152/japplphysiol.00818.2005
Del Coso, J., Fernández, D., Abián-Vicen, J., Salinero, J. J., González-Millán, C., Areces, F., ... y Pérez-González, B. (2013). Running pace decrease during a marathon is positively related to blood markers of muscle damage. PLoS One, 8(2), e57602. doi: https://doi.org/10.1371/journal.pone.0057602
Del Coso, J., Salinero, J. J., Lara, B., Abian-Vicen, J., Gallo-Salazar, C., y Areces, F. (2017). A comparison of the physiological demands imposed by competing in a half-marathon vs. a marathon. The Journal of Sports Medicine and Physical Fitness, 57(11), 1399-1406. doi: https://doi.org/10.23736/S0022-4707.17.07056-6
Díaz, J. J., Fernández-Ozcorta, E. J., y Santos-Concejero, J. (2018). The influence of pacing strategy on marathon world records. European Journal of Sport Science, 18(6), 781-786. doi: https://doi.org/10.1080/17461391.2018.1450899
El Helou, N., Tafflet, M., Berthelot, G., Tolaini, J., Marc, A., Guillaume, M., ... y Toussaint, J. F. (2012). Impact of environmental parameters on marathon running performance. PLoS One, 7(5), e37407. doi: https://doi.org/10.1371/journal.pone.0037407
Ely, M. R., Martin, D. E., Cheuvront, S. N., y Montain, S. J. (2008). Effect of ambient temperature on marathon pacing is dependent on runner ability. Medicine and Science in Sports and Exercise, 40(9), 1675-1680. doi: https://doi.org/10.1249/MSS.0b013e3181788da9
Flouris, A. D., y Schlader, Z. J. (2015). Human behavioral thermoregulation during exercise in the heat. Scandinavian Journal of Medicine y Science in Sports, 2(S1), 52-64. doi: https://doi.org/10.1111/sms.12349
Formenti, D., Trecroci, A., Cavaggioni, L., Caumo, A., y Alberti, G. (2014). Heart rate response to a marathon cross-country skiing race: a case study. Sport Sciences for Health, 11, 125–128. doi: https://doi.org/10.1007/s11332-014-0187-8
Gutiérrez-Vargas, R., Martín-Rodríguez, S., Sánchez-Ureña, B., Rodríguez-Montero, A., Salas-Cabrera, J., Gutiérrez-Vargas, J.C., … y Rojas-Valverde, D. (2020). Biochemical and muscle mechanical post-marathon changes in hot and humid conditions. The Journal of Strength and Conditioning Research, 34(3), 847-856. doi: https://doi.org/10.1519/JSC.0000000000002746
Haney, T. A. (2010). Variability of pacing in marathon distance running (Doctoral Dissertation). University of Nevada, Las Vegas. Retrieved from https://digitalscholarship.unlv.edu/cgi/viewcontent.cgi?article=1780&context=thesesdissertations
Haney, T.A., y Mercer, J.A. (2011). A description of the variability of pacing in marathon distance running. International Journal of Exercise Science, 4(2), 133–140. Retrieved from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4738997/
Junge, N., Jørgensen, R., Flouris, A. D., y Nybo, L. (2016). Prolonged self-paced exercise in the heat–environmental factors affecting performance. Temperature, 3(4), 539-548. doi: https://doi.org/10.1080/23328940.2016.1216257
Knechtle, B., Di Gangi, S., Rüst, C. A., Villiger, E., Rosemann, T., y Nikolaidis, P. T. (2019). The role of weather conditions on running performance in the Boston Marathon from 1972 to 2018. PloS one, 14(3), e0212797. doi: https://doi.org/10.1371/journal.pone.0212797
Lazzer, S., Salvadego, D., Rejc, E., Buglione, A., Antonutto, G., y Di Prampero, P. E. (2012). The energetics of ultra-endurance running. European Journal of Applied Physiology, 112, 1709-1715. doi: https://doi.org/10.1007/s00421-011-2120-z
March, D. S., Vanderburgh, P. M., Titlebaum, P. J., y Hoops, M. L. (2011). Age, sex, and finish time as determinants of pacing in the marathon. The Journal of Strength & Conditioning Research, 25(2), 386-391. doi: https://doi.org/10.1519/JSC.0b013e3181bffd0f
Martin, D. E., y Coe, P. N. (2007). Entrenamiento para corredores de fondo y medio fondo. Barcelona, Spain: Paidotribo. Retrieved from http://www.paidotribo.com/running/228-entrenamiento-para-corredores-de-fondo-y-medio-fondo-cartone.html
Maughan, R. J. (2010). Distance running in hot environments: a thermal challenge to the elite runner. Scandinavian Journal of Medicine & Science in Sports, 20(3), 95-102. doi: https://doi.org/10.1111/j.1600-0838.2010.01214.x
Maughan, R. J., Otani, H., y Watson, P. (2012). Influence of relative humidity on prolonged exercise capacity in a warm environment. European Journal of Applied Physiology, 112, 2313-2321. doi: https://doi.org/10.1007/s00421-011-2206-7
Millet, G. P., y Millet, G. Y. (2012). Ultramarathon is an outstanding model for the study of adaptive responses to extreme load and stress. BMC Medicine, 10, 77. doi: https://doi.org/10.1186/1741-7015-10-77
Rapoport, B. I. (2010) Metabolic Factors Limiting Performance in Marathon Runners. PLoS Computational Biology, 6(10), e1000960. doi: https://doi.org/10.1371/journal.pcbi.1000960
Renfree, A., y Gibson, A. (2013). Influence of different performance levels on pacing strategy during the women’s World Championship marathon race. International Journal of Sports Physiology and Performance, 8(3), 279-285. doi: https://doi.org/10.1123/ijspp.8.3.279
Reis, V. M., Van den Tillaar, R., y Marques, M. C. (2011). Higher precision of heart rate compared with VO2 to predict exercise intensity in endurance-trained runners. Journal of Sports Science & Medicine, 10, 164-168. Retrieved from https://www.jssm.org/hfabst.php?id=jssm-10-164.xml#popup
Rodríguez-Marroyo, J. A., González-Lázaro, J., Higinio, F., Arribas-Cubero, H. F., y Villa, J. G. (2018). Physiological demands of mountain running races. Kinesiology, 50(Suppl.1), 60-66. Retrieved from https://hrcak.srce.hr/file/285302
Rojas-Valverde, D., Olcina, G., Gutiérrez-Vargas, R. y Crowe, J. (2019). Heat Strain, External Workload, and Chronic Kidney Disease in Tropical Settings: Are Endurance Athletes Exposed?. Frontiers in Physiology, 10, 1403. doi: https://doi.org/10.3389/fphys.2019.01403
Rojas-Valverde, D., Sánchez-Ureña, B., Pino-Ortega, J., Gómez-Carmona, C., Gutiérrez-Vargas, R., Timón, R. y Olcina, G. (2019). External Workload Indicators of Muscle and Kidney Mechanical Injury in Endurance Trail Running. International Journal of Environmental Research Public Health, 16(20),3909. doi: https://doi.org/10.3390/ijerph16203909
Rojas-Valverde, D., Ugalde Ramírez, J.A., Sánchez-Ureña, B., y Gutiérrez-Vargas, R. (2019). Influence of Altitude and Environmental Temperature on Muscle Functional and Mechanical Activation After 30’ Time Trial Run. MHSalud: Revista En Ciencias Del Movimiento Humano y Salud, 17(1), 1-15. doi. https://doi.org/10.15359/mhs.17-1.2
Santos-Lozano, A., Collado, P. S., Foster, C., Lucia, A., y Garatachea, N. (2014). Influence of Sex and Level on Marathon Pacing Strategy. Insights from the New York City Race. International Journal of Sports Medicine, 35(11), 933-938. doi: https://doi.org/10.1055/s-0034-1367048
Sawyer, B. J., Blessinger, J. R., Irving, B. A., Weltman, A., Patrie, J. T., y Gaesser, G. A. (2010). Walking and running economy: Inverse association with peak oxygen uptake. Medicine & Science in Sports & Exercise, 42(11), 2122–2127. doi: https://doi.org/10.1249/MSS.0b013e3181de2da7
Skorski, S., y Abbiss, C.R. (2017). The Manipulation of Pace within Endurance Sport. Frontiers in Physiology, 8. doi: https://doi.org/10.3389/fphys.2017.00102
Tartaruga, M. P., Brisswalter, J., Peyré-Tartaruga, L. A., Vargas Ávila, A. O. V., Alberton, C. L., Coertjens, M., ... y Kruel, L. F. M. (2012). The relationship between running economy and biomechanical variables in distance runners. Research Quarterly for Exercise and Sport, 83(3), 367-375. doi: https://doi.org/10.1080/02701367.2012.10599870
Trubee, N. W., Vanderburgh, P. M., Diestelkamp, W. S., y Jackson, K. J. (2014). Effects of Heat Stress and Sex on Pacing in Marathon Runners. The Journal of Strength and Conditioning Research, 28(6), 1673-1678. doi: https://doi.org/10.1519/JSC.0000000000000295
Vallverdú, M., Ruiz-Muñoz, A., Roca, E., Caminal, P., Rodríguez, F. A., Irurtia, A., y Perera, A. (2017). Assessment of Heart Rate Variability during an Endurance Mountain Trail Race by Multi-Scale Entropy Analysis. Entropy, 19(12), 658. doi: https://doi.org/10.3390/e19120658
Verdaguer‐Codina, J., Pujol, P., Rodriguez, A., y Ortiz, E. (1995). Predictive climatology for the Olympic Marathon and race walking events in Barcelona 1992. Sports Medicine, Training and Rehabilitation, 6(1), 7-13. doi: https://doi.org/10.1080/15438629509512031
World Medical Association. (2018). Declaration of Helsinki of the World Medical Association. Ethical principles for medical research in humans. Retrieved from: https://www.wma.net/policies-post/wma-declaration-of-helsinki-ethical-principles-for-medical-research-involving-human-subjects/
Wu, S. S., Peiffer, J. J., Brisswalter, J., Nosaka, K., y Abbiss, C. R. (2014). Factors influencing pacing in triathlon. Open Access Journal of Sports Medicine, 5, 223-234. doi: https://doi.org/10.2147/OAJSM.S44392