Abstract
Purpose
This study investigated whether short-term heart rate variability (HRV) can be used to differentiate between the immediate recovery periods following three different intensities of preceding exercise.
Methods
12 males cycled for 8 min at three intensities: LOW (40–45 %), MOD (75–80 %) and HIGH (90–95 %) of heart rate (HR) reserve. HRV was assessed during exercise and throughout 10-min seated recovery.
Results
1-min HR recovery was reduced following greater exercise intensities when expressed as R–R interval (RRI, ms) (p < 0.001), but not b min−1 (p = 0.217). During exercise, the natural logarithm of root mean square of successive differences (Ln-RMSSD) was higher during LOW (1.66 ± 0.47 ms) relative to MOD (1.14 ± 0.32 ms) and HIGH (1.30 ± 0.25 ms) (p ≤ 0.037). Similar results were observed for high-frequency spectra (Ln-HF—LOW: 2.9 ± 1.0; MOD: 1.6 ± 0.6; HIGH: 1.6 ± 0.3 ms2, p < 0.001). By 1-min recovery, higher preceding exercise intensities resulted in lower HRV amongst all three intensities for Ln-RMSSD (LOW: 3.45 ± 0.58; MOD: 2.34 ± 0.81; HIGH: 1.66 ± 0.78 ms, p < 0.001) and Ln-HF (LOW: 6.0 ± 1.0; MOD: 4.3 ± 1.4; HIGH: 2.8 ± 1.4 ms2, p < 0.001). Similarly, by 1-min recovery ‘HR-corrected’ HRV (Ln-RMSSD: RRI × 103) was different amongst all three intensities (LOW: 3.64 ± 0.49; MOD: 2.90 ± 0.65; HIGH: 2.40 ± 0.67, p < 0.001). These differences were maintained throughout 10-min recovery (p ≤ 0.027).
Conclusion
Preceding exercise intensity has a graded effect on recovery HRV measures reflecting cardiac vagal activity, even after correcting for the underlying HR. The immediate recovery following exercise is a potentially useful period to investigate autonomic activity, as multiple levels of autonomic activity can be clearly differentiated between using HRV. When investigating post-exercise HRV it is critical to account for the relative exercise intensity.
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Abbreviations
- ANOVA:
-
Analysis of variance
- ANS:
-
Autonomic nervous system
- LF:
-
Low-frequency spectral power (0.04–0.15 Hz)
- Ln:
-
Natural-logarithm transformation
- HF:
-
High-frequency spectral power (0.15–1.50 Hz)
- HIGH:
-
High exercise intensity (90–95 % heart rate reserve)
- HR:
-
Heart rate
- HRR:
-
Heart rate recovery
- HRR60 :
-
Absolute difference in heart rate between end of exercise and at 60 s of recovery
- %HRR60 :
-
Difference in heart rate between end of exercise and at 60 s of recovery, as a percentage of the final exercising heart rate
- HRV:
-
Heart rate variability
- LOW:
-
Low exercise intensity (40–45 % heart rate reserve)
- MOD:
-
Moderate exercise intensity (75–80 % heart rate reserve)
- nu:
-
Normalized units (normalized to total spectral power)
- RMSSD:
-
Root mean square of successive differences of R–R intervals
- RRI:
-
R–R interval
- RRI60 :
-
Absolute difference in R–R interval between end of exercise and at 60 s of recovery
- %RRI60 :
-
Difference in R–R interval between end of exercise and at 60 s of recovery, as a percentage of the final exercising R–R interval
- SD:
-
Standard deviation
- SDRR:
-
Standard deviation of R–R intervals
- T30:
-
Negative reciprocal of the slope of the regression line of natural-logarithmic transformed HR during the first 30 s of recovery
- TP:
-
Total spectral power (0.04–1.50 Hz)
- VO2 :
-
Rate of oxygen uptake
- VO2peak:
-
Peak rate of oxygen uptake achieved during an incremental exercise test
- VT1:
-
First ventilation threshold
- VT2:
-
Second ventilation threshold
References
Billman GE (2013) The effect of heart rate on the heart rate variability response to autonomic interventions. Front Physiol 4:222
Buchheit M, Laursen PB, Ahmaidi S (2007a) Parasympathetic reactivation after repeated sprint exercise. Am J Physiol Heart Circ Physiol 293(1):H133–H141
Buchheit M, Papelier Y, Laursen PB, Ahmaidi S (2007b) Noninvasive assessment of cardiac parasympathetic function: postexercise heart rate recovery or heart rate variability? Am J Physiol Heart Circ Physiol 293(1):H8–H10
Camm AJ, Malik M, Bigger JT et al (1996) Heart rate variability—standards of measurement, physiological interpretation, and clinical use. Circulation 93(5):1043–1065
Casonatto J, Tinucci T, Dourado AC, Polito M (2011) Cardiovascular and autonomic responses after exercise sessions with different intensities and durations. Clinics 66(3):453–458
Cole CR, Blackstone EH, Pashkow FJ, Snader CE, Lauer MS (1999) Heart-rate recovery immediately after exercise as a predictor of mortality. N Engl J Med 341(18):1351–1357
Cottin F, Lepretre PM, Lopes P, Papelier Y, Medigue C, Billat V (2006) Assessment of ventilatory thresholds from heart rate variability in well-trained subjects during cycling. Int J Sports Med 27(12):959–967
Daanen HAM, Lamberts RP, Kallen VL, Jin A, Van Meeteren NLU (2012) A systematic review on heart-rate recovery to monitor changes in training status in athletes. Int J Sport Physiol Perform 7(3):251–260
Gladwell VF, Sandercock GRH, Birch SL (2010) Cardiac vagal activity following three intensities of exercise in humans. Clin Physiol Funct Imaging 30(1):17–22
Goldberger JJ, Le FK, Lahiri M, Kannankeril PJ, Ng J, Kadish AH (2006) Assessment of parasympathetic reactivation after exercise. Am J Physiol Heart Circ Physiol 290(6):H2446–H2452
Goldstein DS, Bentho O, Park M-Y, Sharabi Y (2011) Low-frequency power of heart rate variability is not a measure of cardiac sympathetic tone but may be a measure of modulation of cardiac autonomic outflows by baroreflexes. Exp Physiol 96(12):1255–1261
Green M (2010) Risk stratification effective use of ACSM guidelines and integration of professional judgment. ACSMS Health Fit J 14(4):22–28
Imai K, Sato H, Hori M et al (1994) Vagally mediated heart-rate recovery after exercise is accelerated in athletes but blunted in patients with chronic heart-failure. J Am Coll Cardiol 24(6):1529–1535
Kaikkonen P, Nummela A, Rusko H (2007) Heart rate variability dynamics during early recovery after different endurance exercises. Eur J Appl Physiol 102(1):79–86
Kaikkonen P, Rusko H, Martinmaki K (2008) Post-exercise heart rate variability of endurance athletes after different high-intensity exercise interventions. Scand J Med Sci Sports 18(4):511–519
Kaikkonen P, Hynynen E, Mann T, Rusko H, Nummela A (2010) Can HRV be used to evaluate training load in constant load exercises? Eur J Appl Physiol 108(3):435–442
Kannankeril PJ, Le FK, Kadish AH, Goldberger JJ (2004) Parasympathetic effects on heart rate recovery after exercise. J Investig Med 52(6):394–401
Karapetian GK, Engels HJ, Gretebeck RJ (2008) Use of heart rate variability to estimate LT and VT. Int J Sports Med 29(8):652–657
Kiviniemi AM, Hautala AJ, Kinnunen H, Tulppo MP (2007) Endurance training guided individually by daily heart rate variability measurements. Eur J Appl Physiol 101(6):743–751
Kiviniemi AM, Hautala AJ, Kinnunen H et al (2010) Daily exercise prescription on the basis of HR variability among men and women. Med Sci Sports Exerc 42(7):1355–1363
Lamberts RP, Maskell S, Borresen J, Lambert MI (2011) Adapting workload improves the measurement of heart rate recovery. Int J Sports Med 32(9):698–702
Martinmaki K, Rusko H (2008) Time-frequency analysis of heart rate variability during immediate recovery from low and high intensity exercise. Eur J Appl Physiol 102(3):353–360
Martinmaki K, Hakkinen K, Mikkola J, Rusko H (2008) Effect of low-dose endurance training on heart rate variability at rest and during an incremental maximal exercise test. Eur J Appl Physiol 104(3):541–548
Mendonca GV, Fernhall B, Heffernan KS, Pereira FD (2009) Spectral methods of heart rate variability analysis during dynamic exercise. Clin Auton Res 19(4):237–245
Mourot L, Bouhaddi M, Tordi N, Rouillon JD, Regnard J (2004) Short- and long-term effects of a single bout of exercise on heart rate variability: comparison between constant and interval training exercises. Eur J Appl Physiol 92(4–5):508–517
Ng J, Sundaram S, Kadish AH, Goldberger JJ (2009) Autonomic effects on the spectral analysis of heart rate variability after exercise. Am J Physiol Heart Circ Physiol 297(4):H1421–H1428
Parekh A, Lee CM (2005) Heart rate variability after isocaloric exercise bouts of different intensities. Med Sci Sports Exerc 37(4):599–605
Perini R, Orizio C, Baselli G, Cerutti S, Veicsteinas A (1990) The influence of exercise intensity on the power spectrum of heart-rate-variability. Eur J Appl Physiol Occup Physiol 61(1–2):143–148
Robinson BF, Epstein SE, Beiser GD (1966) Braunwal.E. Control of heart rate by autonomic nervous system—studies in man on interrelation between baroreceptor mechanisms and exercise. Circ Res 19(2):400–411
Sacha J, Barabach S, Statkiewicz-Barabach G et al (2013) How to strengthen or weaken the HRV dependence on heart rate—description of the method and its perspectives. Int J Cardiol 168(2):1660–1663
Sales MM, Campbell CSG, Morais PK et al (2011) Noninvasive method to estimate anaerobic threshold in individuals with type 2 diabetes. Diabetol Metab Syndr 3:1–8
Seiler S, Haugen O, Kuffel E (2007) Autonomic recovery after exercise in trained athletes: intensity and duration effects. Med Sci Sports Exerc 39(8):1366–1373
Stanley J, Peake JM, Buchheit M (2013) Cardiac parasympathetic reactivation following exercise: implications for training prescription. Sports Med 43(12):1259–1277
Tarvainen MP, Ranta-aho PO, Karjalainen PA (2002) An advanced detrending method with application to HRV analysis. IEEE Trans Biomed Eng 49(2):172–175
Tulppo MP, Makikallio TH, Takala TES, Seppanen T, Huikuri HV (1996) Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol Heart Circ Physiol 271(1):H244–H252
Tulppo MP, Makikallio TH, Seppanen T, Laukkanen RT, Huikuri HV (1998) Vagal modulation of heart rate during exercise: effects of age and physical fitness. Am J Physiol Heart Circ Physiol 274(2):H424–H429
Tulppo MP, Makikallio TH, Laukkanen RT, Huikuri HV (1999) Differences in autonomic modulation of heart rate during arm and leg exercise. Clin Physiol 19(4):294–299
White DW, Raven PB (2014) Autonomic neural control of heart rate during dynamic exercise: revisited. J Physiol Lond 592(12):2491–2500
Yamamoto Y, Hughson RL, Nakamura Y (1992) Autonomic nervous system responses to exercise in relation to ventilatory threshold. Chest 101(suppl):S206–S210
Acknowledgments
The authors would like to thank the participants who volunteered for this study.
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The authors declare that they have no conflict of interest.
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All procedures performed in this study were in accordance with the ethical standards of the University of Sydney Human Research Ethics Committee (HREC reference: 2012/478) and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Communicated by Massimo Pagani.
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Michael, S., Jay, O., Halaki, M. et al. Submaximal exercise intensity modulates acute post-exercise heart rate variability. Eur J Appl Physiol 116, 697–706 (2016). https://doi.org/10.1007/s00421-016-3327-9
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DOI: https://doi.org/10.1007/s00421-016-3327-9