Skip to main content
Top
Published in: Sport Sciences for Health 3/2016

01-12-2016 | Original Article

Heart rate inflection point estimates the anaerobic threshold in overweight and obese young adults

Authors: Lucieli Teresa Cambri, Fabiula Isoton Novelli, Marcelo Magalhães Sales, Laila Cândida de Jesus Lima de Sousa, Marilene Gonçalves Queiroz, André Rodrigues Lourenço Dias, Kamila Meireles dos Santos, Gisela Arsa

Published in: Sport Sciences for Health | Issue 3/2016

Login to get access

Abstract

Anaerobic threshold (AT) can be determined by heart rate variability (HRVT) and by heart rate inflection point (HRIP), which is associated with lactate and ventilatory thresholds. Thus, this study aimed to compare the HRVT and HRIP in normal weight (NW: 22.18 ± 1.90 kg m−2), overweight (Ov: 27.12 ± 1.39), and obese (O: 32.85 ± 2.40) young people (21.62 ± 2.09 years old; n: 61). AT was determined by: (1) HRVT using two criteria: HRVT1: first workload with SD1 index <3 ms; HRVT2: first workload with a difference <1 ms in the SD1 index between two consecutive stages; and (2) HRIP: identified on the maximum distance between a polynomial adjustment and the linear values of HR. The HRIP was identified at similar workloads (NW: 89.35 ± 32.45; Ov: 83.57 ± 24.45; O: 105.71 ± 29.80 W) and heart rate (NW: 130.78 ± 15.32; Ov: 126.29 ± 11.71; 136.24 ± 13.43 bpm). No significant differences (p > 0.05) between criteria, methods or groups, and a significant (p < 0.05) correlation (r 0.28–0.63) were observed for all variables between HRVT1 and HVRT2; for workload between HRVT1 with HRIP (r 0.28); and to rate perceived exertion between HRVT1 (r 0.28) and HVRT2 (r 0.48) with HRIP, with a good agreement for HR between all the methods used for AT identification. In summary, obesity does not seem to interfere on the identification of AT, and HRIP can be used as a reliable method for untrained young people with a wide BMI range.
Literature
1.
go back to reference Svedahl K, MacIntosh BR (2003) Anaerobic threshold: the concept and methods of measurement. Can J Appl Physiol 28(2):299–323CrossRefPubMed Svedahl K, MacIntosh BR (2003) Anaerobic threshold: the concept and methods of measurement. Can J Appl Physiol 28(2):299–323CrossRefPubMed
2.
go back to reference Simoes HG, Campbell CS, Kushnick MR, Nakamura A, Katsanos CS, Baldissera V, Moffatt RJ (2003) Blood glucose threshold and the metabolic responses to incremental exercise tests with and without prior lactic acidosis induction. Eur J Appl Physiol 89(6):603–611. doi:10.1007/s00421-003-0851-1 CrossRefPubMed Simoes HG, Campbell CS, Kushnick MR, Nakamura A, Katsanos CS, Baldissera V, Moffatt RJ (2003) Blood glucose threshold and the metabolic responses to incremental exercise tests with and without prior lactic acidosis induction. Eur J Appl Physiol 89(6):603–611. doi:10.​1007/​s00421-003-0851-1 CrossRefPubMed
3.
go back to reference Mohebbi H, Nourshahi M, Ghasemikaram M, Safarimosavi S (2015) Effects of exercise at individual anaerobic threshold and maximal fat oxidation intensities on plasma levels of nesfatin-1 and metabolic health biomarkers. J Physiol Biochem 71(1):79–88CrossRefPubMed Mohebbi H, Nourshahi M, Ghasemikaram M, Safarimosavi S (2015) Effects of exercise at individual anaerobic threshold and maximal fat oxidation intensities on plasma levels of nesfatin-1 and metabolic health biomarkers. J Physiol Biochem 71(1):79–88CrossRefPubMed
4.
go back to reference Emerenziani GP, Gallotta MC, Meucci M, Di Luigi L, Migliaccio S, Donini LM, Strollo F, Guidetti L (2015) Effects of aerobic exercise based upon heart rate at aerobic threshold in obese elderly subjects with type 2 diabetes. Int J Endocrinol 2015:695297. doi:10.1155/2015/695297 CrossRefPubMedPubMedCentral Emerenziani GP, Gallotta MC, Meucci M, Di Luigi L, Migliaccio S, Donini LM, Strollo F, Guidetti L (2015) Effects of aerobic exercise based upon heart rate at aerobic threshold in obese elderly subjects with type 2 diabetes. Int J Endocrinol 2015:695297. doi:10.​1155/​2015/​695297 CrossRefPubMedPubMedCentral
6.
go back to reference Wasserman K (1987) Determinants and detection of anaerobic threshold and consequences of exercise above it. Circulation 76(6 Pt 2):VI29–VI39 Wasserman K (1987) Determinants and detection of anaerobic threshold and consequences of exercise above it. Circulation 76(6 Pt 2):VI29–VI39
7.
go back to reference Mazzeo RS, Marshall P (1989) Influence of plasma catecholamines on the lactate threshold during graded exercise. J Appl Physiol 67(4):1319–1322PubMed Mazzeo RS, Marshall P (1989) Influence of plasma catecholamines on the lactate threshold during graded exercise. J Appl Physiol 67(4):1319–1322PubMed
9.
go back to reference Cottin F, Medigue C, Lopes P, Lepretre PM, Heubert R, Billat V (2007) Ventilatory thresholds assessment from heart rate variability during an incremental exhaustive running test. Int J Sports Med 28(4):287–294. doi:10.1055/s-2006-924355 CrossRefPubMed Cottin F, Medigue C, Lopes P, Lepretre PM, Heubert R, Billat V (2007) Ventilatory thresholds assessment from heart rate variability during an incremental exhaustive running test. Int J Sports Med 28(4):287–294. doi:10.​1055/​s-2006-924355 CrossRefPubMed
10.
go back to reference Cottin F, Leprêtre PM, Lopes P, Papelier Y, Médigue 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. doi:10.1055/s-2006-923849 CrossRefPubMed Cottin F, Leprêtre PM, Lopes P, Papelier Y, Médigue 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. doi:10.​1055/​s-2006-923849 CrossRefPubMed
13.
go back to reference Lima JRP, Kiss MAPDM (1999) Limiar de variabilidade da freqüência cardíaca. Rev Bras de Ativ Fís Saúde 4(1):29–38 Lima JRP, Kiss MAPDM (1999) Limiar de variabilidade da freqüência cardíaca. Rev Bras de Ativ Fís Saúde 4(1):29–38
14.
go back to reference Vasconcellos F, Seabra A, Montenegro R, Cunha F, Bouskela E, Farinatti P (2015) Can heart rate variability be used to estimate gas exchange threshold in obese adolescents? Int J Sports Med. doi:10.1055/s-0034-1398654 Vasconcellos F, Seabra A, Montenegro R, Cunha F, Bouskela E, Farinatti P (2015) Can heart rate variability be used to estimate gas exchange threshold in obese adolescents? Int J Sports Med. doi:10.​1055/​s-0034-1398654
15.
go back to reference Quinart S, Mourot L, Negre V, Simon-Rigaud ML, Nicolet-Guenat M, Bertrand AM, Meneveau N, Mougin F (2014) Ventilatory thresholds determined from HRV: comparison of 2 methods in obese adolescents. Int J Sports Med 35(3):203–208. doi:10.1055/s-0033-1345172 PubMed Quinart S, Mourot L, Negre V, Simon-Rigaud ML, Nicolet-Guenat M, Bertrand AM, Meneveau N, Mougin F (2014) Ventilatory thresholds determined from HRV: comparison of 2 methods in obese adolescents. Int J Sports Med 35(3):203–208. doi:10.​1055/​s-0033-1345172 PubMed
16.
go back to reference Sales MM, Campbell CS, Morais PK, Ernesto C, Soares-Caldeira LF, Russo P, Motta DF, Moreira SR, Nakamura FY, Simoes HG (2011) Noninvasive method to estimate anaerobic threshold in individuals with type 2 diabetes. Diabetol Metab Syndr 3(1):1. doi:10.1186/1758-5996-3-1 CrossRefPubMedPubMedCentral Sales MM, Campbell CS, Morais PK, Ernesto C, Soares-Caldeira LF, Russo P, Motta DF, Moreira SR, Nakamura FY, Simoes HG (2011) Noninvasive method to estimate anaerobic threshold in individuals with type 2 diabetes. Diabetol Metab Syndr 3(1):1. doi:10.​1186/​1758-5996-3-1 CrossRefPubMedPubMedCentral
17.
go back to reference Leprêtre P-M, Bulvestre M, Ghannem M, Ahmaidi S, Weissland T, Lopes P (2013) Determination of ventilatory threshold using heart rate variability in patients with heart failure. Surgery, Foster City 12(3):2–6 Leprêtre P-M, Bulvestre M, Ghannem M, Ahmaidi S, Weissland T, Lopes P (2013) Determination of ventilatory threshold using heart rate variability in patients with heart failure. Surgery, Foster City 12(3):2–6
18.
go back to reference Fronchetti L, Nakamura FY, De-Oliveira FR, Lima-Silva AE, Lima J (2007) Effects of high-intensity interval training on heart rate variability during exercise. J Exerc Physiol Online 10:1–9 Fronchetti L, Nakamura FY, De-Oliveira FR, Lima-Silva AE, Lima J (2007) Effects of high-intensity interval training on heart rate variability during exercise. J Exerc Physiol Online 10:1–9
19.
go back to reference Simoes RP, Mendes RG, Castello V, Machado HG, Almeida LB, Baldissera V, Catai AM, Arena R, Borghi-Silva A (2010) Heart-rate variability and blood-lactate threshold interaction during progressive resistance exercise in healthy older men. J Strength Cond Res 24(5):1313–1320. doi:10.1519/JSC.0b013e3181d2c0fe CrossRefPubMed Simoes RP, Mendes RG, Castello V, Machado HG, Almeida LB, Baldissera V, Catai AM, Arena R, Borghi-Silva A (2010) Heart-rate variability and blood-lactate threshold interaction during progressive resistance exercise in healthy older men. J Strength Cond Res 24(5):1313–1320. doi:10.​1519/​JSC.​0b013e3181d2c0fe​ CrossRefPubMed
20.
go back to reference Ferreira G, Osiecki R, Luz Coelho R, Pereira MCdA, De Oliveira FR (2014) Validity of the Transition Threshold identified from the heart rate. R Bras Ci e Mov 22(2):10CrossRef Ferreira G, Osiecki R, Luz Coelho R, Pereira MCdA, De Oliveira FR (2014) Validity of the Transition Threshold identified from the heart rate. R Bras Ci e Mov 22(2):10CrossRef
21.
go back to reference Lima J (1997) Frequência cardíaca em cargas crescentes de trabalho: ajuste sigmóide, ponto de inflexão e limiar de variabilidade da freqüência cardíaca. Doutorado em Biodinâmica do Movimento Humano, São Paulo Lima J (1997) Frequência cardíaca em cargas crescentes de trabalho: ajuste sigmóide, ponto de inflexão e limiar de variabilidade da freqüência cardíaca. Doutorado em Biodinâmica do Movimento Humano, São Paulo
22.
go back to reference Couto PG, Rodrigues AP, Ferreira Junior AJ, Silva SFd, De Oliveira FR (2013) Pontos de transição da frequência cardíaca em teste progressivo máximo. Motriz, Rio Claro 19(2):261–268 Couto PG, Rodrigues AP, Ferreira Junior AJ, Silva SFd, De Oliveira FR (2013) Pontos de transição da frequência cardíaca em teste progressivo máximo. Motriz, Rio Claro 19(2):261–268
23.
go back to reference Cambri LT, Foza V, Nakamura FY, de Oliveira FR (2006) Freqüência cardíaca e a identificação dos pontos de transição metabólica em esteira rolante. R da Educação Física/UEM 17(2):131–137 Cambri LT, Foza V, Nakamura FY, de Oliveira FR (2006) Freqüência cardíaca e a identificação dos pontos de transição metabólica em esteira rolante. R da Educação Física/UEM 17(2):131–137
24.
go back to reference Kara M, Gokbel H, Bediz C, Ergene N, Ucok K, Uysal H (1996) Determination of the heart rate deflection point by the Dmax method. J Sports Med Phys Fitness 36(1):31–34PubMed Kara M, Gokbel H, Bediz C, Ergene N, Ucok K, Uysal H (1996) Determination of the heart rate deflection point by the Dmax method. J Sports Med Phys Fitness 36(1):31–34PubMed
25.
go back to reference Costa VP, de Lima JRP, De-Oliveira FR (2007) Identificação de limiares metabólicos em curvas de freqüência cardíaca ajustadas. Rev Bras Educ Fís Esporte 21(3):219–227 Costa VP, de Lima JRP, De-Oliveira FR (2007) Identificação de limiares metabólicos em curvas de freqüência cardíaca ajustadas. Rev Bras Educ Fís Esporte 21(3):219–227
26.
go back to reference 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 274(2 Pt 2):H424–H429PubMed 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 274(2 Pt 2):H424–H429PubMed
27.
go back to reference Unick JL, Gaussoin S, Bahnson J, Crow R, Curtis J, Killean T, Regensteiner JG, Stewart KJ, Wing RR, Jakicic JM, The Look ARG (2014) Validity of ratings of perceived exertion in patients with type 2 diabetes. J Nov Physiother Phys Rehabil 1(1):102PubMedPubMedCentral Unick JL, Gaussoin S, Bahnson J, Crow R, Curtis J, Killean T, Regensteiner JG, Stewart KJ, Wing RR, Jakicic JM, The Look ARG (2014) Validity of ratings of perceived exertion in patients with type 2 diabetes. J Nov Physiother Phys Rehabil 1(1):102PubMedPubMedCentral
28.
go back to reference Kunitomi M, Takahashi K, Wada J, Suzuki H, Miyatake N, Ogawa S, Ohta S, Sugimoto H, Shikata K, Makino H (2000) Re-evaluation of exercise prescription for Japanese type 2 diabetic patients by ventilatory threshold. Diabetes Res Clin Pract 50(2):109–115CrossRefPubMed Kunitomi M, Takahashi K, Wada J, Suzuki H, Miyatake N, Ogawa S, Ohta S, Sugimoto H, Shikata K, Makino H (2000) Re-evaluation of exercise prescription for Japanese type 2 diabetic patients by ventilatory threshold. Diabetes Res Clin Pract 50(2):109–115CrossRefPubMed
30.
31.
go back to reference Hipertensão SBd (2010) VI Diretrizes Brasileiras de Hipertensão. Arq Bras Cardiol 95(1):52 Hipertensão SBd (2010) VI Diretrizes Brasileiras de Hipertensão. Arq Bras Cardiol 95(1):52
32.
go back to reference Tulppo MP, Makikallio T, Takala T, Seppanen T, Huikuri HV (1996) Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol 271(1):H244–H252PubMed Tulppo MP, Makikallio T, Takala T, Seppanen T, Huikuri HV (1996) Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am J Physiol 271(1):H244–H252PubMed
33.
34.
go back to reference Kuipers H, Verstappen F, Keizer H, Geurten P, Van Kranenburg G (1985) Variability of aerobic performance in the laboratory and its physiologic correlates. Int J Sports Med 6(4):197–201CrossRefPubMed Kuipers H, Verstappen F, Keizer H, Geurten P, Van Kranenburg G (1985) Variability of aerobic performance in the laboratory and its physiologic correlates. Int J Sports Med 6(4):197–201CrossRefPubMed
35.
go back to reference Dourado VZ, Banov M, Marino M, Souza Vd, Antunes LdO, McBurnie M (2010) A simple approach to assess VT during a field walk test. Int J Sports Med 31(10):698CrossRefPubMed Dourado VZ, Banov M, Marino M, Souza Vd, Antunes LdO, McBurnie M (2010) A simple approach to assess VT during a field walk test. Int J Sports Med 31(10):698CrossRefPubMed
36.
go back to reference Brunetto AF, Silva BM, Roseguini BT, Hirai DM, Guedes DP (2005) Limiar ventilatório e variabilidade da frequência cardíaca em adolescentes. Rev Bras Med Esporte 11(1):6CrossRef Brunetto AF, Silva BM, Roseguini BT, Hirai DM, Guedes DP (2005) Limiar ventilatório e variabilidade da frequência cardíaca em adolescentes. Rev Bras Med Esporte 11(1):6CrossRef
37.
go back to reference Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 327(8476):307–310CrossRef Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 327(8476):307–310CrossRef
38.
go back to reference Ferreira-Júnior AJ, Zanetti GG, Couto PG, Bastos LAlG ss, Lima J, De-Oliveira F (2012) Transition points of heart rate during a progressive maximal intermittent field test in young soccer players. JEP Online 15(3):81–88 Ferreira-Júnior AJ, Zanetti GG, Couto PG, Bastos LAlG ss, Lima J, De-Oliveira F (2012) Transition points of heart rate during a progressive maximal intermittent field test in young soccer players. JEP Online 15(3):81–88
39.
go back to reference Zaniqueli D, Morra EA, Dantas EM, Baldo MP, Carletti L, Perez AJ, Rodrigues SL, Mill JG (2014) Heart rate at 4 s after the onset of exercise in endurance-trained men. Can J Physiol Pharmacol 92(6):476–480. doi:10.1139/cjpp-2014-0042 CrossRefPubMed Zaniqueli D, Morra EA, Dantas EM, Baldo MP, Carletti L, Perez AJ, Rodrigues SL, Mill JG (2014) Heart rate at 4 s after the onset of exercise in endurance-trained men. Can J Physiol Pharmacol 92(6):476–480. doi:10.​1139/​cjpp-2014-0042 CrossRefPubMed
40.
go back to reference Fronchetti L, Nakamura FY, Aguiar C, De-Oliveira F (2006) Indicadores de regulação autonômica cardíaca em repouso e durante exercício progressivo–Aplicação do limiar de variabilidade da freqüência cardíaca. Rev Port Cien Desp 6(1):21–28 Fronchetti L, Nakamura FY, Aguiar C, De-Oliveira F (2006) Indicadores de regulação autonômica cardíaca em repouso e durante exercício progressivo–Aplicação do limiar de variabilidade da freqüência cardíaca. Rev Port Cien Desp 6(1):21–28
41.
go back to reference Shibata MMT, Miyawaki T, Hayashi T, Nakao K (2002) Exercise prescription based upon cardiac vagal activity for middle-aged obese women. Int J Obes 26(1):7 Shibata MMT, Miyawaki T, Hayashi T, Nakao K (2002) Exercise prescription based upon cardiac vagal activity for middle-aged obese women. Int J Obes 26(1):7
42.
go back to reference Demello JJ, Cureton KJ, Boineau RE, Singh MM (1987) Ratings of perceived exertion at the lactate threshold in trained and untrained men and women. Med Sci Sports Exerc 19(4):354–362CrossRefPubMed Demello JJ, Cureton KJ, Boineau RE, Singh MM (1987) Ratings of perceived exertion at the lactate threshold in trained and untrained men and women. Med Sci Sports Exerc 19(4):354–362CrossRefPubMed
43.
go back to reference Feriche B, Chicharro JL, Vaquero AF, Perez M, Lucia A (1998) The use of a fixed value of RPE during a ramp protocol—Comparison with the ventilatory threshold. J Sports Med Phys Fit 38(1):4 Feriche B, Chicharro JL, Vaquero AF, Perez M, Lucia A (1998) The use of a fixed value of RPE during a ramp protocol—Comparison with the ventilatory threshold. J Sports Med Phys Fit 38(1):4
44.
go back to reference Cochrane KC, Housh TJ, Hill EC, Smith CM, Jenkins NDM, Cramer JT, Johnson GO, Schmidt RJ (2015) Physiological responses underlying the perception of effort during moderate and heavy intensity cycle ergometry. Sports 3(4):14. doi:10.3390/sports3040369 CrossRef Cochrane KC, Housh TJ, Hill EC, Smith CM, Jenkins NDM, Cramer JT, Johnson GO, Schmidt RJ (2015) Physiological responses underlying the perception of effort during moderate and heavy intensity cycle ergometry. Sports 3(4):14. doi:10.​3390/​sports3040369 CrossRef
45.
go back to reference Elsangedy HM, Krinski K, Costa EC, Haile L, Fonteles AI, da Silva Timossi L, da Silva SG (2013) The rating of perceived exertion is not different at the ventilatory threshold in sedentary women with different body mass indices. J Exerc Sci Fit 11(2):102–106CrossRef Elsangedy HM, Krinski K, Costa EC, Haile L, Fonteles AI, da Silva Timossi L, da Silva SG (2013) The rating of perceived exertion is not different at the ventilatory threshold in sedentary women with different body mass indices. J Exerc Sci Fit 11(2):102–106CrossRef
46.
go back to reference Mezzani A, Agostoni P, Cohen-Solal A, Corra U, Jegier A, Kouidi E, Mazic S, Meurin P, Piepoli M, Simon A (2009) Standards for the use of cardiopulmonary exercise testing for the functional evaluation of cardiac patients: a report from the Exercise Physiology Section of the European Association for Cardiovascular Prevention and Rehabilitation. Eur J Cardiovasc Prev Rehabil 16(3):249–267CrossRefPubMed Mezzani A, Agostoni P, Cohen-Solal A, Corra U, Jegier A, Kouidi E, Mazic S, Meurin P, Piepoli M, Simon A (2009) Standards for the use of cardiopulmonary exercise testing for the functional evaluation of cardiac patients: a report from the Exercise Physiology Section of the European Association for Cardiovascular Prevention and Rehabilitation. Eur J Cardiovasc Prev Rehabil 16(3):249–267CrossRefPubMed
Metadata
Title
Heart rate inflection point estimates the anaerobic threshold in overweight and obese young adults
Authors
Lucieli Teresa Cambri
Fabiula Isoton Novelli
Marcelo Magalhães Sales
Laila Cândida de Jesus Lima de Sousa
Marilene Gonçalves Queiroz
André Rodrigues Lourenço Dias
Kamila Meireles dos Santos
Gisela Arsa
Publication date
01-12-2016
Publisher
Springer Milan
Published in
Sport Sciences for Health / Issue 3/2016
Print ISSN: 1824-7490
Electronic ISSN: 1825-1234
DOI
https://doi.org/10.1007/s11332-016-0304-y

Other articles of this Issue 3/2016

Sport Sciences for Health 3/2016 Go to the issue