A model of oxygen uptake kinetics in response to exercise: Including a means of calculating oxygen demand/deficit/debt

AbstractWe present a new model of the underlying dynamics of the oxygen uptake $$\dot VO_2 (\upsilon , t)$$ kinetics for various exercise intensities. This model is in the form of a set of nonlinear coupled vector fields for the $$\ddot VO_2 (\upsilon , t)$$ and $$\dot \upsilon $$ , the derivative of the exercise intensity with respect to time. We also present a new and novel means for calculating the oxygen demand, D(v, t), and hence also the oxygen deficit and debt, given the time series of the $$\dot VO_2 (\upsilon , t)$$ . This enables us to give better predictions for these values especially for when exercising at or close to maximal exercise intensities. Our model also allows us to predict the oxygen uptake time series given the time series for the exercise intensity as well as to investigate the oxygen uptake response to nonlinear exercise intensities. Neither of these features is possible using the currently used three-phase model. We also present a review of both the underlying physiology and the three-phase model. This includes for the first time a complete set of the analytical solutions of the three-phase model for the oxygen deficit and debt.

[1]  F. Rodríguez,et al.  Maximal oxygen uptake and cardiorespiratory response to maximal 400-m free swimming, running and cycling tests in competitive swimmers. , 2000, The Journal of sports medicine and physical fitness.

[2]  R. Casaburi,et al.  O2 uptake kinetics and the O2 deficit as related to exercise intensity and blood lactate. , 1993, Journal of applied physiology.

[3]  D. Poole,et al.  Effect of L-NAME on oxygen uptake kinetics during heavy-intensity exercise in the horse. , 2001, Journal of applied physiology.

[4]  J. Stirling,et al.  Stability and the maintenance of balance following a perturbation from quiet stance. , 2004, Chaos.

[5]  C. Gray The significance of the van den Bergh reaction. , 1947, The Quarterly journal of medicine.

[6]  David E. Martin,et al.  Better Training for Distance Runners , 1997 .

[7]  T. Ogama A new method to detect energy‐band bending using x‐ray photoemission spectroscopy , 1988 .

[8]  J. Barclay,et al.  Exercise Metabolism: O2 deficit, steady level O2 uptake and O2 uptake for recovery , 1970 .

[9]  P. D. di Prampero,et al.  Kinetics of cardiac output and respiratory gas exchange during exercise and recovery. , 1972, Journal of applied physiology.

[10]  B. Whipp,et al.  Breath-by-breath fluctuations of pulmonary gas exchange and ventilation in COPD patients , 2002, European Journal of Applied Physiology.

[11]  J. P. André,et al.  Photoluminescence investigation of InGaAs‐InP quantum wells , 1987 .

[12]  D. Linnarsson Dynamics of pulmonary gas exchange and heart rate changes at start and end of exercise. , 1974, Acta physiologica Scandinavica. Supplementum.

[13]  L. Mille-Hamard,et al.  Effect of training in humans on off- and on-transient oxygen uptake kinetics after severe exhausting intensity runs , 2002, European Journal of Applied Physiology.

[14]  R. Hughson,et al.  Acceleration of VO2 kinetics in heavy submaximal exercise by hyperoxia and prior high-intensity exercise. , 1997, Journal of applied physiology.

[15]  N. Armstrong,et al.  Breath-to-breath “noise” in the ventilatory and gas exchange responses of children to exercise , 1999, European Journal of Applied Physiology and Occupational Physiology.

[16]  D. W. Hill,et al.  A physiological description of critical velocity , 1999, European Journal of Applied Physiology and Occupational Physiology.

[17]  E. Coyle,et al.  Fluid replacement and glucose infusion during exercise prevent cardiovascular drift. , 1991, Journal of applied physiology.

[18]  B. Saltin,et al.  Body temperatures and sweating during exhaustive exercise. , 1972, Journal of applied physiology.

[19]  B J Whipp,et al.  Oxygen uptake kinetics for various intensities of constant-load work. , 1972, Journal of applied physiology.

[20]  Barclay Jk,et al.  Exercise metabolism: O 2 deficit, steady level O 2 uptake and O 2 uptake for recovery. , 1970 .

[21]  A. Hill,et al.  Muscular Exercise, Lactic Acid, and the Supply and Utilization of Oxygen , .

[22]  D. Poole Role of exercising muscle in slow component of VO2. , 1994, Medicine and science in sports and exercise.

[23]  V. Bermudez Simple interpretation of metal/wurtzite–GaN barrier heights , 1999 .

[24]  P. Harris Lactic acid and the phlogiston debt. , 1969, Cardiovascular research.

[25]  P. Holmes,et al.  Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields , 1983, Applied Mathematical Sciences.

[26]  J. E. Hansen,et al.  Principles of Exercise Testing and Interpretation , 1994 .

[27]  J. Slawinski,et al.  Effect of a prior intermittent run at vVO2max on oxygen kinetics during an all-out severe run in humans. , 2000, Journal of Sports Medicine and Physical Fitness.

[28]  G. Brooks,et al.  End points of lactate and glucose metabolism after exhausting exercise. , 1980, Journal of applied physiology: respiratory, environmental and exercise physiology.

[29]  B. Whipp,et al.  VO2 slow component: physiological and functional significance. , 1994, Medicine and science in sports and exercise.

[30]  J E Cochrane,et al.  Frequency domain analysis of ventilation and gas exchange kinetics in hypoxic exercise. , 1991, Journal of applied physiology.

[31]  O. Meyerhof Über die Energieumwandlungen im Muskel , 1920, Pflüger's Archiv für die gesamte Physiologie des Menschen und der Tiere.

[32]  S. Ward,et al.  Exertional oxygen uptake kinetics: a stamen of stamina? , 2001, Biochemical Society transactions.

[33]  A Krogh,et al.  The regulation of respiration and circulation during the initial stages of muscular work , 1913, The Journal of physiology.

[34]  J R Griffiths,et al.  Intersample fluctuations in phosphocreatine concentration determined by 31P‐magnetic resonance spectroscopy and parameter estimation of metabolic responses to exercise in humans , 2000, The Journal of physiology.

[35]  T. Barstow,et al.  Characterization of VO2 kinetics during heavy exercise. , 1994, Medicine and science in sports and exercise.

[36]  R. Candau,et al.  The Slow Component of O2 Uptake Kinetics During High-Intensity Exercise in Trained and Untrained Prepubertal Children , 2000, International journal of sports medicine.

[37]  B. Saltin,et al.  Lactate, ATP, and CP in working muscles during exhaustive exercise in man. , 1970, Journal of applied physiology.

[38]  D. Poole,et al.  V(O2) recovery kinetics in the horse following moderate, heavy, and severe exercise. , 1999, Journal of applied physiology.

[39]  E. Coyle,et al.  Carbohydrate metabolism during intense exercise when hyperglycemic. , 1991, Journal of applied physiology.

[40]  A. P. Hollander,et al.  Biomechanics and Medicine in Swimming VII , 1996 .

[41]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[42]  V. Billat V̇o2 slow component and performance in endurance sports , 2000, British journal of sports medicine.

[43]  C. Jimenez,et al.  Influence of the oxygen uptake slow component on the aerobic energy cost of high-intensity submaximal treadmill running in humans , 1998, European Journal of Applied Physiology and Occupational Physiology.

[44]  L. Véronique Billat,et al.  Interval Training for Performance: A Scientific and Empirical Practice , 2012, Sports medicine.

[45]  B. Saltin,et al.  Muscle oxygen kinetics at onset of intense dynamic exercise in humans. , 2000, American journal of physiology. Regulatory, integrative and comparative physiology.

[46]  B. Whipp,et al.  Cardiodynamic hyperpnea: hyperpnea secondary to cardiac output increase. , 1974, Journal of applied physiology.

[47]  J. Chatard,et al.  Biomechanics and medicine in swimming IX , 2003 .

[48]  B. Saltin,et al.  Oxygen uptake during the first minutes of heavy muscular exercise. , 1961, Journal of applied physiology.

[49]  J. E. Hansen,et al.  Abrupt changes in mixed venous blood gas composition after the onset of exercise. , 1989, Journal of applied physiology.

[50]  J. Bangsbo Physiological Factors Associated with Efficiency in High Intensity Exercise , 1996, Sports medicine.

[51]  J. Lavoie,et al.  $$\dot VO_2 $$ peak during free swimming using the backward extrapolation of the O2 recovery curve , 2006, European Journal of Applied Physiology and Occupational Physiology.

[52]  J. Wilmore,et al.  Effect of beta-blockade on the drift in O2 consumption during prolonged exercise. , 1988, Journal of applied physiology.

[53]  J A Faulkner,et al.  Temperature, skeletal muscle mitochondrial functions, and oxygen debt. , 1971, The American journal of physiology.

[54]  David W Hill,et al.  The relationship between power and the time to achieve .VO(2max). , 2002, Medicine and science in sports and exercise.

[55]  Karlman Wasserman,et al.  Principles of Exercise Testing & Interpretation: Including Pathophysiology and Clinical Applications , 1999 .

[56]  B. Whipp The slow component of O2 uptake kinetics during heavy exercise. , 1994, Medicine and science in sports and exercise.

[57]  O Vaage,et al.  Anaerobic capacity determined by maximal accumulated O2 deficit. , 1988, Journal of applied physiology.

[58]  K. Wasserman,et al.  Effects of hypoxic hypoxia on O2 uptake and heart rate kinetics during heavy exercise. , 1996, Journal of applied physiology.

[59]  P. Jones,et al.  Cardiac output increase and gas exchange at start of exercise. , 1982, Journal of applied physiology: respiratory, environmental and exercise physiology.

[60]  E. Tolley,et al.  Qualitative Methods in Public Health: A Field Guide for Applied Research , 2004 .

[61]  B. Saltin Biochemistry of exercise VI , 1986 .

[62]  R Fielding,et al.  Energy Expenditure During Front Crawl Swimming: Predicting Success in Middle-Distance Events , 1985, International journal of sports medicine.

[63]  J. Stirling Chaotic advection, transport and patchiness in clouds of pollution in an estuarine flow , 2003 .

[64]  G. Brooks,et al.  Metabolic bases of excess post-exercise oxygen consumption: a review. , 1984, Medicine and science in sports and exercise.

[65]  A Krogh,et al.  The changes in respiration at the transition from work to rest , 1920, The Journal of physiology.

[66]  T. Barstow,et al.  Linear and nonlinear characteristics of oxygen uptake kinetics during heavy exercise. , 1991, Journal of applied physiology.

[67]  B J Whipp,et al.  Asymmetries of oxygen uptake transients at the on‐ and offset of heavy exercise in humans. , 1991, The Journal of physiology.

[68]  J Bangsbo,et al.  Quantification of anaerobic energy production during intense exercise. , 1998, Medicine and science in sports and exercise.

[69]  T. Barstow,et al.  VO2 kinetics in the horse during moderate and heavy exercise. , 1997, Journal of applied physiology.

[70]  A. Mader Glycolysis and oxidative phosphorylation as a function of cytosolic phosphorylation state and power output of the muscle cell , 2002, European Journal of Applied Physiology.

[71]  R. Casaburi,et al.  Influence of work rate on ventilatory and gas exchange kinetics. , 1989, Journal of applied physiology.

[72]  L. Véronique Billat,et al.  Interval Training for Performance: A Scientific and Empirical Practice , 2001, Sports medicine.

[73]  S. Ward,et al.  Influence of exercise intensity on the on‐ and off‐transient kinetics of pulmonary oxygen uptake in humans , 2001, The Journal of physiology.

[74]  E. Janzén,et al.  Structural improvement in sublimation epitaxy of 4H–SiC , 2000 .

[75]  S. Bearden,et al.  VO(2) kinetics and the O(2) deficit in heavy exercise. , 2000, Journal of applied physiology.

[76]  S. Ward,et al.  Effect of interbreath fluctuations on characterizing exercise gas exchange kinetics. , 1987, Journal of applied physiology.

[77]  H. A. Dahl,et al.  Textbook of Work Physiology: Physiological Bases of Exercise, Fourth Edition , 2003 .

[78]  B. Saltin,et al.  Morphology, enzyme activities and buffer capacity in leg muscles of Kenyan and Scandinavian runners , 1995, Scandinavian journal of medicine & science in sports.

[79]  D. Poole,et al.  The Slow Component of Oxygen Uptake Kinetics in Humans , 1996, Exercise and sport sciences reviews.

[80]  S. Perrey,et al.  Is the VO2 slow component dependent on progressive recruitment of fast-twitch fibers in trained runners? , 2001, Journal of applied physiology.

[81]  J. Staessen,et al.  Plasma prostaglandins, renin, and catecholamines at rest and during exercise in hypertensive humans. , 1982, Journal of applied physiology: respiratory, environmental and exercise physiology.

[82]  S. Koga Breath-by-breath gas exchange kinetics during constant-load work. , 1990, The Annals of physiological anthropology = Seiri Jinruigaku Kenkyukai kaishi.

[83]  J. Bangsbo Oxygen deficit: a measure of the anaerobic energy production during intense exercise? , 1996, Canadian journal of applied physiology = Revue canadienne de physiologie appliquee.

[84]  K. Sahlin,et al.  Oxygen deficit is not affected by the rate of transition from rest to submaximal exercise. , 1989, Acta physiologica Scandinavica.

[85]  R. Margaria,et al.  THE KINETICS OF THE OXYGEN CONSUMPTION AT THE ONSET OF MUSCULAR EXERCISE IN MAN , 1965 .

[86]  B. Saltin,et al.  Aerobic exercise capacity at sea level and at altitude in Kenyan boys, junior and senior runners compared with Scandinavian runners , 1995, Scandinavian journal of medicine & science in sports.

[87]  Otto Meyerhof,et al.  Die Energieumwandlungen im Muskel , 1924, Naturwissenschaften.

[88]  H. Kantz,et al.  Nonlinear time series analysis , 1997 .

[89]  J. Stirling Transport and bifurcation in a non-area-preserving two-dimensional map with applications to the discharge of pollution in an estuarine flow , 2000 .

[90]  T. Barstow,et al.  Simulation of pulmonary O2 uptake during exercise transients in humans. , 1987, Journal of applied physiology.