Asian Journal of Sports Medicine

Published by: Kowsar

Determination of Lactate Thresholds in Maximal Running Test by Heart Rate Variability Data Set

Eduardo Marcel Fernandes Nascimento 1 , 2 , Maria Augusta Pedutti Dal Molin Kiss 2 , Tony Meireles Santos 3 , Mike Lambert 4 and Flavio Oliveira Pires 1 , *
Authors Information
1 Exercise Psychophysiology Research Group, School of Arts, Sciences and Humanities, University of Sao Paulo, Brazil
2 School of Physical Education and Sport, University of Sao Paulo, Brazil
3 Nucleus for Investigation in Performance and Health
4 Division of Exercise Science and Sports Medicine (ESSM), Department of Human Biology, Faculty of Health Sciences, University of Cape Town, South Africa
Article information
  • Asian Journal of Sports Medicine: September 2017, 8 (3); e58480
  • Published Online: August 9, 2017
  • Article Type: Research Article
  • Received: November 16, 2016
  • Revised: April 18, 2017
  • Accepted: July 15, 2017
  • DOI: 10.5812/asjsm.58480

To Cite: Fernandes Nascimento E M, Augusta Pedutti Dal Molin Kiss M, Meireles Santos T, Lambert M, Pires F O. Determination of Lactate Thresholds in Maximal Running Test by Heart Rate Variability Data Set, Asian J Sports Med. 2017 ; 8(3):e58480. doi: 10.5812/asjsm.58480.

Copyright © 2017, Asian Journal of Sports Medicine. This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License ( which permits copy and redistribute the material just in noncommercial usages, provided the original work is properly cited.
1. Background
2. Objectives
3. Methods
4. Results
5. Discussion
  • 1. Tulppo MP, Makikallio TH, Seppanen T, Laukkanen RT, Huikuri HV. Vagal modulation of heart rate during exercise: effects of age and physical fitness. Am J Physiol. 1998; 274(2 Pt 2)-9[PubMed]
  • 2. Sandercock GR, Brodie DA. The use of heart rate variability measures to assess autonomic control during exercise. Scand J Med Sci Sports. 2006; 16(5): 302-13[DOI][PubMed]
  • 3. Tulppo MP, Makikallio TH, Takala TE, Seppanen T, Huikuri HV. Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol. 1996; 271(1 Pt 2)-52[PubMed]
  • 4. Karapetian GK, Engels HJ, Gretebeck RJ. Use of heart rate variability to estimate LT and VT. Int J Sports Med. 2008; 29(8): 652-7[DOI][PubMed]
  • 5. Skinner JS, McLellan TM. The transition from aerobic to anaerobic metabolism. Res Q Exerc Sport. 1980; 51(1): 234-48[DOI][PubMed]
  • 6. Buchheit M, Solano R, Millet GP. Heart-rate deflection point and the second heart-rate variability threshold during running exercise in trained boys. Pediatr Exerc Sci. 2007; 19(2): 192-204[PubMed]
  • 7. Cottin F, Lepretre PM, Lopes P, Papelier Y, Medigue C, Billat V. Assessment of ventilatory thresholds from heart rate variability in well-trained subjects during cycling. Int J Sports Med. 2006; 27(12): 959-67[PubMed]
  • 8. Cottin F, Medigue C, Lopes P, Lepretre PM, Heubert R, Billat V. Ventilatory thresholds assessment from heart rate variability during an incremental exhaustive running test. Int J Sports Med. 2007; 28(4): 287-94[DOI][PubMed]
  • 9. Quinart S, Mourot L, Negre V, Simon-Rigaud ML, Nicolet-Guenat M, Bertrand AM, et al. Ventilatory thresholds determined from HRV: comparison of 2 methods in obese adolescents. Int J Sports Med. 2014; 35(3): 203-8[DOI][PubMed]
  • 10. Heck H, Mader A, Hess G, Mucke S, Muller R, Hollmann W. Justification of the 4-mmol/l lactate threshold. Int J Sports Med. 1985; 6(3): 117-30[DOI][PubMed]
  • 11. Cheng B, Kuipers H, Snyder AC, Keizer HA, Jeukendrup A, Hesselink M. A new approach for the determination of ventilatory and lactate thresholds. Int J Sports Med. 1992; 13(7): 518-22[DOI][PubMed]
  • 12. Santos-Concejero J, Granados C, Irazusta J, Bidaurrazaga-Letona I, Zabala-Lili J, Tam N, et al. OBLA is a better predictor of performance than Dmax in long and middle-distance well-trained runners. J Sports Med Phys Fitness. 2014; 54(5): 553-8[PubMed]
  • 13. Davis JA, Rozenek R, DeCicco DM, Carizzi MT, Pham PH. Comparison of three methods for detection of the lactate threshold. Clin Physiol Funct Imaging. 2007; 27(6): 381-4[DOI][PubMed]
  • 14. Gaesser GA, Poole DC. Lactate and ventilatory thresholds: disparity in time course of adaptations to training. J Appl Physiol (1985). 1986; 61(3): 999-1004[PubMed]
  • 15. Leti T, Mendelson M, Laplaud D, Flore P. Prediction of maximal lactate steady state in runners with an incremental test on the field. J Sports Sci. 2012; 30(6): 609-16[DOI][PubMed]
  • 16. Racinais S, Buchheit M, Girard O. Breakpoints in ventilation, cerebral and muscle oxygenation, and muscle activity during an incremental cycling exercise. Front Physiol. 2014; 5: 142[DOI][PubMed]
  • 17. Ribeiro J, Figueiredo P, Sousa M, De Jesus K, Keskinen K, Vilas-Boas JP, et al. Metabolic and ventilatory thresholds assessment in front crawl swimming. J Sports Med Phys Fitness. 2015; 55(7-8): 701-7[PubMed]
  • 18. Candido N, Okuno NM, da Silva CC, Machado FA, Nakamura FY. Reliability of the Heart Rate Variability Threshold using Visual Inspection and Dmax Methods. Int J Sports Med. 2015; 36(13): 1076-80[DOI][PubMed]
  • 19. Harriss DJ, Atkinson G. Ethical standards in sport and exercise science research: 2014 update. Int J Sports Med. 2013; 34(12): 1025-8[DOI][PubMed]
  • 20. Kindermann W, Simon G, Keul J. The significance of the aerobic-anaerobic transition for the determination of work load intensities during endurance training. Eur J Appl Physiol Occup Physiol. 1979; 42(1): 25-34[PubMed]
  • 21. Hopkins WG. Measures of reliability in sports medicine and science. Sports Med. 2000; 30(1): 1-15[PubMed]
  • 22. Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 1986; 1(8476): 307-10[PubMed]
  • 23. Dourado VZ, Banov MC, Marino MC, de Souza VL, Antunes LC, McBurnie MA. A simple approach to assess VT during a field walk test. Int J Sports Med. 2010; 31(10): 698-703[DOI][PubMed]
  • 24. Faude O, Kindermann W, Meyer T. Lactate threshold concepts: how valid are they? Sports Med. 2009; 39(6): 469-90[DOI][PubMed]
  • 25. Yamamoto Y, Hughson RL, Nakamura Y. Autonomic nervous system responses to exercise in relation to ventilatory threshold. Chest. 1992; 101(5 Suppl): 206S-10S[PubMed]
  • 26. Cottin F, Medigue C, Lepretre PM, Papelier Y, Koralsztein JP, Billat V. Heart rate variability during exercise performed below and above ventilatory threshold. Med Sci Sports Exerc. 2004; 36(4): 594-600[PubMed]
  • 27. Casadei B, Cochrane S, Johnston J, Conway J, Sleight P. Pitfalls in the interpretation of spectral analysis of the heart rate variability during exercise in humans. Acta Physiol Scand. 1995; 153(2): 125-31[DOI][PubMed]
  • 28. Mourot L, Bouhaddi M, Perrey S, Rouillon JD, Regnard J. Quantitative Poincare plot analysis of heart rate variability: effect of endurance training. Eur J Appl Physiol. 2004; 91(1): 79-87[DOI][PubMed]
  • 29. Meyer T, Lucia A, Earnest CP, Kindermann W. A conceptual framework for performance diagnosis and training prescription from submaximal gas exchange parameters--theory and application. Int J Sports Med. 2005; 26 Suppl 1-48[DOI][PubMed]
  • 30. Chalmers S, Esterman A, Eston R, Norton K. Standardization of the Dmax method for calculating the second lactate threshold. Int J Sports Physiol Perform. 2015; 10(7): 921-6[DOI][PubMed]
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