Multimodal approach towards understanding the changes in the autonomic nervous system induced by an ultramarathon

References

• Al Haddad, H., Laursen, P., Chollet, D., Ahmaidi, S., & Buchheit, M. (2011). Reliability of resting and postexercise heart rate measures. International Journal of Sports Medicine, 32(8), 598.
   PubMed Web of Science ®Google Scholar
• Beissner, F., Meissner, K., Bar, K. J., & Napadow, V. (2013). The autonomic brain: An activation likelihood estimation meta-analysis for central processing of autonomic function. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 33(25), 10503–10511.
   PubMed Web of Science ®Google Scholar
• Bellenger, C. R., Thomson, R. L., Robertson, E. Y., Davison, K., Nelson, M. J., Karavirta, L., & Buckley, J. D. (2017). The effect of functional overreaching on parameters of autonomic heart rate regulation. European Journal of Applied Physiology, 117(3), 541–550.
   PubMed Web of Science ®Google Scholar
• Birbaumer, N., & Schmidt, R. F. (1991). Autonomes nervensystem. In Biologische psychologie (pp. 437–454). Heidelberg: Springer-Lehrbuch.
   Google Scholar
• Boettger, S., Puta, C., Yeragani, V. K., Donath, L., Mueller, H., Gabriel, H. H., & Baer, K. (2010). Heart rate variability, QT variability, and electrodermal activity during exercise. Medicine and Science in Sports and Exercise, 42(3), 443–448.
   PubMed Web of Science ®Google Scholar
• Boucsein, W. (2012). Electrodermal activity (2nd ed.). New York, NY: Springer.
   Google Scholar
• Critchley, H. D., & Harrison, N. A. (2013). Visceral influences on brain and behavior. Neuron, 77(4), 624–638.
   PubMed Web of Science ®Google Scholar
• Cuk, I., Nikolaidis, P. T., & Knechtle, B. (2019). Sex differences in pacing during half-marathon and marathon race. Research in Sports Medicine, 1–10. doi:10.1080/15438627.2019.1593835
   PubMed Web of Science ®Google Scholar
• Esco, M. R., Flatt, A. A., & Williford, H. N. (2017). Postexercise heart rate variability following treadmill and cycle exercise: A comparison study. Clinical Physiology and Functional Imaging, 37(3), 322–327.
   PubMed Web of Science ®Google Scholar
• Foulds, H. J., Cote, A. T., Phillips, A. A., Charlesworth, S. A., Bredin, S. S., Burr, J. F., … Ivey, A. C. (2014). Characterisation of baroreflex sensitivity of recreational ultra-endurance athletes. European Journal of Sport Science, 14(7), 686–694.
   PubMed Web of Science ®Google Scholar
• Gratze, G., Rudnicki, R., Urban, W., Mayer, H., Schlogl, A., & Skrabal, F. (2005). Hemodynamic and autonomic changes induced by ironman: Prediction of competition time by blood pressure variability. Journal of Applied Physiology, 99(5), 1728–1735.
   PubMed Web of Science ®Google Scholar
• Hawley, J. A., Hargreaves, M., Joyner, M. J., & Zierath, J. R. (2014). Integrative biology of exercise. Cell, 159(4), 738–749.
   PubMed Web of Science ®Google Scholar
• Hoffman, M. D., Pasternak, A., Rogers, I. R., Khodaee, M., Hill, J. C., Townes, D. A., … Lipman, G. S. (2014). Medical services at ultra-endurance foot races in remote environments: Medical issues and consensus guidelines. Sports Medicine, 44(8), 1055–1069.
   PubMed Web of Science ®Google Scholar
• Hotelling, H. (1936). Relations between two sets of variates. Biometrika, 28(3/4), 321–377.
   Google Scholar
• Hurdiel, R., Riedy, S. M., Millet, G. P., Mauvieux, B., Pezé, T., Elsworth-Edelsten, C., … Dupont, G. (2018). Cognitive performance and self-reported sleepiness are modulated by time-of-day during a mountain ultramarathon. Research in Sports Medicine, 26(4), 482–489.
   PubMed Web of Science ®Google Scholar
• James, D. V., Munson, S. C., Maldonado-Martin, S., Croix, D. S., & Mark, B. A. (2012). Heart rate variability: Effect of exercise intensity on postexercise response. Research Quarterly for Exercise and Sport, 83(4), 533–539.
   PubMed Web of Science ®Google Scholar
• Jänig, W. (2008). Integrative action of the autonomic nervous system: Neurobiology of homeostasis. New York, NY: Cambridge University Press.
   Google Scholar
• Kettenring, J. R. (1971). Canonical analysis of several sets of variables. Biometrika, 58(3), 433–451.
   Web of Science ®Google Scholar
• Knechtle, B. (2012). Ultramarathon runners: Nature or nurture? International Journal of Sports Physiology and Performance, 7(4), 310–312.
   PubMed Web of Science ®Google Scholar
• Levin-Schwartz, Y., Song, Y., Schreier, P. J., Calhoun, V. D., & Adalı, T. (2016). Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data. NeuroImage, 134, 486–493.
   PubMed Web of Science ®Google Scholar
• Li, Y., Adali, T., Wang, W., & Calhoun, V. D. (2009). Joint blind source separation by multiset canonical correlation analysis. IEEE Transactions on Signal Processing, 57(10), 3918–3929.
   PubMed Web of Science ®Google Scholar
• Macey, P. M., Ogren, J. A., Kumar, R., & Harper, R. M. (2016). Functional imaging of autonomic regulation: Methods and key findings. Frontiers in Neuroscience, 9, 513.
   PubMed Web of Science ®Google Scholar
• Millet, G., Lepers, R., Maffiuletti, N., Babault, N., Martin, V., & Lattier, G. (2002). Alterations of neuromuscular function after an ultramarathon. Journal of Applied Physiology, 92(2), 486–492.
   PubMed Web of Science ®Google Scholar
• Millet, G. P., & Millet, G. Y. (2012). Ultramarathon is an outstanding model for the study of adaptive responses to extreme load and stress. BMC Medicine, 10(1), 77.
   PubMed Web of Science ®Google Scholar
• Murray, A., & Costa, R. J. (2012). Born to run. studying the limits of human performance. BMC Medicine, 10, 76.
   PubMed Web of Science ®Google Scholar
• Nikolaidis, P. T., & Knechtle, B. (2018). Pacing in age group marathoners in the “New york city marathon”. Research in Sports Medicine, 26(1), 86–99.
   PubMed Web of Science ®Google Scholar
• Nikolaidis, P. T., & Knechtle, B. (2019). Force–Velocity characteristics and maximal anaerobic power in male recreational marathon runners. Research in Sports Medicine, 1–12. doi:10.1080/15438627.2019.1608993
   Web of Science ®Google Scholar
• Parekh, A., & Lee, C. M. (2005). Heart rate variability after isocaloric exercise bouts of different intensities. Medicine and Science in Sports and Exercise, 37(4), 599–605.
   PubMed Web of Science ®Google Scholar
• Rundfeldt, L. C., Maggioni, M. A., Coker, R. H., Gunga, H., Riveros-Rivera, A., Schalt, A., & Steinach, M. (2018). Cardiac autonomic modulations and psychological correlates in the yukon arctic ultra: The longest and the coldest ultramarathon. Frontiers in Physiology, 9, 35.
   PubMed Web of Science ®Google Scholar
• Scheer, B. V., & Murray, D. A. (2015). Ultramarathon running injuries. In M. Doral & J. Karlsson (Eds.), Sports injuries (pp. 2889–2898). Berlin, Heidelberg: Springer.
   Google Scholar
• Scheer, V., Ramme, K., Reinsberger, C., & Heitkamp, H. (2018). VO2max testing in trail runners: Is there a specific exercise test protocol? International Journal of Sports Medicine, 39(06), 456–461.
   PubMedGoogle Scholar
• Scheer, V., Vieluf, S., Cramer, L., Jakobsmeyer, R., & Heitkamp, H. (2018). Changes in running economy during a 65-km ultramarathon. Frontiers in Physiology, 9, 1809.
   PubMed Web of Science ®Google Scholar
• Scott, J. M., Esch, B. T., Shave, R., Warburton, D., Gaze, D., & George, K. (2009). Cardiovascular consequences of completing a 160-km ultramarathon. Medicine and Science in Sports and Exercise, 41(1), 26–34.
   PubMed Web of Science ®Google Scholar
• Sejdić, E., Millecamps, A., Teoli, J., Rothfuss, M. A., Franconi, N. G., Perera, S., … Mickle, M. H. (2015). Assessing interactions among multiple physiological systems during walking outside a laboratory: An android based gait monitor. Computer Methods and Programs in Biomedicine, 122(3), 450–461.
   PubMed Web of Science ®Google Scholar
• Song, Y., Schreier, P. J., Ramírez, D., & Hasija, T. (2016). Canonical correlation analysis of high-dimensional data with very small sample support. Signal Processing, 128, 449–458.
   Web of Science ®Google Scholar
• Vieluf, S., Hasija, T., Jakobsmeyer, R., Schreier, P. J., & Reinsberger, C. (2019). Exercise-induced changes of multimodal interactions within the autonomic nervous network. Frontiers in Physiology, 10.
   PubMed Web of Science ®Google Scholar
• Vitti, A., Nikolaidis, P. T., Villiger, E., Onywera, V., & Knechtle, B. (2019). The “New york city marathon”: Participation and performance trends of 1.2 M runners during half-century. Research in Sports Medicine. doi:10.1080/15438627.2019.1586705
   PubMed Web of Science ®Google Scholar
• Yoshihara, K., Tanabe, H. C., Kawamichi, H., Koike, T., Yamazaki, M., Sudo, N., & Sadato, N. (2016). Neural correlates of fear-induced sympathetic response associated with the peripheral temperature change rate. NeuroImage, 134, 522–531.
   PubMed Web of Science ®Google Scholar