Validity of dynamical analysis to characterize heart rate and oxygen consumption during effort tests.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
24 07 2020
Historique:
received: 17 01 2020
accepted: 08 07 2020
entrez: 26 7 2020
pubmed: 28 7 2020
medline: 28 7 2020
Statut: epublish

Résumé

Performance is usually assessed by simple indices stemming from cardiac and respiratory data measured during graded exercise test. The goal of this study is to characterize the indices produced by a dynamical analysis of HR and VO

Identifiants

pubmed: 32709991
doi: 10.1038/s41598-020-69218-1
pii: 10.1038/s41598-020-69218-1
pmc: PMC7382472
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

12420

Subventions

Organisme : Swiss National Science Foundation
ID : 100019_166010
Pays : Switzerland

Références

Beltz, N. M. et al. Graded Exercise Testing Protocols for the Determination of VO2max: Historical Perspectives, Progress, and Future Considerations. J. Sports Med. 2016, 3968393 (2016).
doi: 10.1155/2016/3968393
Karvonen, J. & Vuorimaa, T. Heart rate and exercise intensity during sports activities. Sports Med. 5, 303–311 (1988).
doi: 10.2165/00007256-198805050-00002
Bellenger, C. R., Thomson, R. L., Howe, P. R. C., Karavirta, L. & Buckley, J. D. Monitoring athletic training status using the maximal rate of heart rate increase. J. Sci. Med. Sport 19, 590–595 (2016).
doi: 10.1016/j.jsams.2015.07.006
Smith, T. P., McNaughton, L. R. & Marshall, K. J. Effects of 4-wk training using Vmax/Tmax on VO2max and performance in athletes. Med. Sci. Sports Exerc. 31, 892–896 (1999).
doi: 10.1097/00005768-199906000-00019
Cole, C. R., Blackstone, E. H., Pashkow, F. J., Snader, C. E. & Lauer, M. S. Heart-rate recovery immediately after exercise as a predictor of mortality. N. Engl. J. Med. 341, 1351–1357 (1999).
doi: 10.1056/NEJM199910283411804
Bellenger, C. R. et al. Monitoring athletic training status through autonomic heart rate regulation: a systematic review and meta-analysis. Sports Med. 46, 1461–1486 (2016).
doi: 10.1007/s40279-016-0484-2
Binder, R. K. et al. Methodological approach to the first and second lactate threshold in incremental cardiopulmonary exercise testing. Eur. J. Cardiovasc. Prev. Rehabil. 15, 726–734 (2008).
doi: 10.1097/HJR.0b013e328304fed4
Reybrouck, T., Ghesquiere, J., Weymans, M. & Amery, A. Ventilatory threshold measurement to evaluate maximal endurance performance. Int. J. Sports Med. 7, 26–29 (1986).
doi: 10.1055/s-2008-1025730
Boker, S. M. & Graham, J. A Dynamical Systems Analysis of Adolescent Substance Abuse. Multivariate Behav Res 33, 479–507 (1998).
doi: 10.1207/s15327906mbr3304_3
Chow, S.-M., Bendezú, J. J., Cole, P. M. & Ram, N. A comparison of two-stage approaches for fitting nonlinear ordinary differential equation models with mixed effects. Multivariate Behav. Res. 51, 154–184 (2016).
doi: 10.1080/00273171.2015.1123138
Zakynthinaki, M. S. Modelling heart rate kinetics. PLoS ONE 10, e0118263 (2015).
doi: 10.1371/journal.pone.0118263
Mongin, D. et al. Dynamical system modeling of self-regulated systems undergoing multiple excitations: first order differential equation approach. Multivar. Behav. Res. In press (2020).
Artiga Gonzalez, A. et al. Kinetic analysis of oxygen dynamics under a variable work rate. Hum. Mov. Sci. 66, 645–658 (2019).
doi: 10.1016/j.humov.2017.08.020
Alvero Cruz, J. R., Ronconi, M., Garcia Romero, J. & Naranjo Orellana, J. Effects of detraining on breathing pattern and ventilatory efficiency in young soccer players. J Sports Med Phys Fitness 59, 71–75 (2017).
pubmed: 29148626
Ferguson, B. ACSM’s guidelines for exercise testing and prescription 9th ed. 2014. J Can Chiropr Assoc 58, 328 (2014).
pmcid: 4139760
Hawley, J. A. & Noakes, T. D. Peak power output predicts maximal oxygen uptake and performance time in trained cyclists. Eur. J. Appl. Physiol. 65, 79–83 (1992).
doi: 10.1007/BF01466278
Wasserman, K., Whipp, B. J., Koyl, S. N. & Beaver, W. L. Anaerobic threshold and respiratory gas exchange during exercise. J. Appl. Physiol. 35, 236–243 (1973).
doi: 10.1152/jappl.1973.35.2.236
Nelson, M. J., Thomson, R. L., Rogers, D. K., Howe, P. R. C. & Buckley, J. D. Maximal rate of increase in heart rate during the rest-exercise transition tracks reductions in exercise performance when training load is increased. J. Sci. Med. Sport 17, 129–133 (2014).
doi: 10.1016/j.jsams.2013.02.016
Bunc, V., Heller, J. & Leso, J. Kinetics of heart rate responses to exercise. J. Sports Sci. 6, 39–48 (1988).
doi: 10.1080/02640418808729792
Trail, J. B. et al. Functional data analysis for dynamical system identification of behavioral processes. Psychol. Methods 19, 175–187 (2014).
doi: 10.1037/a0034035
Soetaert, K., Petzoldt, T. & Setzer, R. W. Solving differential equations in R: package deSolve. J. Stat. Softw. 33, 1–25 (2010).
Mongin, D., Uribe, A. & Courvoisier, D. doremi: dynamics of return to equilibrium during multiple inputs. https://CRAN.R-project.org/package=doremi (2019).
R Core Team. R: A Language and Environment for Statistical Computing (R Foundation for Statistical Computing, Vienna, 2019).
Craig, N. P. et al. Aerobic and anaerobic indices contributing to track endurance cycling performance. Europ. J. Appl. Physiol. 67, 150–158 (1993).
doi: 10.1007/BF00376659
Neufer, P. D. The effect of detraining and reduced training on the physiological adaptations to aerobic exercise training. Sports Med. 8, 302–320 (1989).
doi: 10.2165/00007256-198908050-00004
Godfrey, R. J., Ingham, S. A., Pedlar, C. R. & Whyte, G. P. The detraining and retraining of an elite rower: a case study. J. Sci. Med. Sport 8, 314–320 (2005).
doi: 10.1016/S1440-2440(05)80042-8
Arts, F. J. P. & Kuipers, H. The relation between power output, oxygen uptake and heart rate in male athletes. Int. J. Sports Med. 15, 228–231 (1994).
doi: 10.1055/s-2007-1021051
Zoładź, J. A. & Korzeniewski, B. Physiological background of the change point in VO
pubmed: 11453098
Bearden, S. E. & Moffatt, R. J. VO2 and heart rate kinetics in cycling: transitions from an elevated baseline. J. Appl. Physiol. 90, 2081–2087 (2001).
doi: 10.1152/jappl.2001.90.6.2081
Davidson, N. S., Goldner, S. & McCloskey, D. I. Respiratory modulation of barareceptor and chemoreceptor reflexes affecting heart rate and cardiac vagal efferent nerve activity. J. Physiol. (Lond.) 259, 523–530 (1976).
doi: 10.1113/jphysiol.1976.sp011480
Gastin, P. B. Energy system interaction and relative contribution during maximal exercise. Sports Med. 31, 725–741 (2001).
doi: 10.2165/00007256-200131100-00003
Barbier, J., Lebiller, E., Ville, N., Rannou-Bekono, F. & Carré, F. Relationships between sports-specific characteristics of athlete’s heart and maximal oxygen uptake. Eur. J. Cardiovasc. Prev. Rehabil. 13, 115–121 (2006).
pubmed: 16449874
Wisløff, U., Helgerud, J. & Hoff, J. Strength and endurance of elite soccer players. Med. Sci. Sports Exerc. 30, 462–467 (1998).
doi: 10.1097/00005768-199803000-00019
Frayn, K. N. Calculation of substrate oxidation rates in vivo from gaseous exchange. J. Appl. Physiol. Respir. Environ. Exerc. Physiol. 55, 628–634 (1983).
pubmed: 6618956
Whalley, G. A. et al. Association of fat-free mass and training status with left ventricular size and mass in endurance-trained athletes. J. Am. Coll. Cardiol. 44, 892–896 (2004).
doi: 10.1016/j.jacc.2004.04.051
Wyss, C. R., Brengelmann, G. L., Johnson, J. M., Rowell, L. B. & Niederberger, M. Control of skin blood flow, sweating, and heart rate: role of skin vs core temperature. J. Appl. Physiol. 36, 726–733 (1974).
doi: 10.1152/jappl.1974.36.6.726
Yoon, B.-K., Kravitz, L. & Robergs, R. V˙O2max, protocol duration, and the V˙O2 plateau. Med. Sci. Sports Exerc. 39, 1186–1192 (2007).
doi: 10.1249/mss.0b13e318054e304
Hofmann, P. et al. Heart rate performance curve during incremental cycle ergometer exercise in healthy young male subjects. Med. Sci. Sports Exerc. 29, 762 (1997).
doi: 10.1097/00005768-199706000-00005

Auteurs

D Mongin (D)

Quality of Care Unit, University of Geneva, Geneva, Switzerland. denis.mongin@unige.ch.
Andalucía Tech., Department of Human Physiology, Histology, Pathological Anatomy and Physical Education, Malaga University, Malaga, Spain. denis.mongin@unige.ch.

C Chabert (C)

ACTES Laboratory, UPRES-EA 3596 UFR-STAPS, University of the French West Indies, Guadeloupe, France.

A Uribe Caparros (A)

Quality of Care Unit, University of Geneva, Geneva, Switzerland.

A Collado (A)

ACTES Laboratory, UPRES-EA 3596 UFR-STAPS, University of the French West Indies, Guadeloupe, France.

E Hermand (E)

ACTES Laboratory, UPRES-EA 3596 UFR-STAPS, University of the French West Indies, Guadeloupe, France.
Research Unit Hypoxie and Poumon, UMR INSERM U1272, University Paris, 13 Nord, Paris, France.

O Hue (O)

ACTES Laboratory, UPRES-EA 3596 UFR-STAPS, University of the French West Indies, Guadeloupe, France.

J R Alvero Cruz (JR)

Andalucía Tech., Department of Human Physiology, Histology, Pathological Anatomy and Physical Education, Malaga University, Malaga, Spain.

D S Courvoisier (DS)

Quality of Care Unit, University of Geneva, Geneva, Switzerland.

Classifications MeSH