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Critical velocity estimates lactate minimum velocity in youth runners

Abstracts

In order to investigate the validity of critical velocity (CV) as a noninvasive method to estimate the lactate minimum velocity (LMV), 25 youth runners underwent the following tests: 1) 3,000m running; 2) 1,600m running; 3) LMV test. The intensity of lactate minimum was defined as the velocity corresponding to the lowest blood lactate concentration during the LMV test. The CV was determined using the linear model, defined by the inclination of the regression line between distance and duration in the running tests of 1,600 and 3,000m. There was no significant difference (p=0.3055) between LMV and CV. In addition, both protocols presented a good agreement based on the small difference between means and the narrow levels of agreement, as well as a standard error of estimation classified as ideal. In conclusion, CV, as identified in this study, may be an alternative for noninvasive identification of LMV.

athletes; running; anaerobic threshold; performance


"Velocidade crítica estima velocidade de lactato mínimo em corredores adolescentes." Com o objetivo de investigar a validade da velocidade crítica (VC) como método não invasivo de estimar a velocidade de lactato mínimo (VLM), 25 corredores adolescentes foram submetidos aos seguintes testes de corrida: 1) 3000m; 2) 1600m; 3) teste de VLM. A intensidade de lactato mínimo foi definida pela velocidade correspondente à menor concentração de lactato sanguíneo durante o teste de VLM. A VC foi determinada utilizando-se o modelo linear, sendo definida pela inclinação da reta de regressão distância-tempo nos testes de corrida de 1600 e 3000m. Não houve diferença significativa (p=0,3055) entre VLM e VC. Além disso, ambos os protocolos apresentaram uma boa concordância, baseado na pequena diferença entre as médias e nos estreitos limites de concordância, bem como um erro padrão de estimativa classificada como ideal. Em conclusão, a VC, como identificada no presente estudo, pode ser uma alternativa para identificação não invasiva da VLM.

atletas; corrida; limiar anaeróbio; desempenho


"Velocidad crítica estima velocidad de lactato mínimo en corredores jóvenes." Con el objetivo de investigar la validez de la velocidad crítica (VC) como un método no invasivo de estimar la velocidad de lactato mínimo (VLM), 25 corredores jóvenes realizaron las siguientes pruebas de carrera: 1) 3.000m; 2) 1.600m; 3) prueba de VLM. La intensidad de lactato mínimo fue definida como la velocidad correspondiente a la menor concentración de lactato sanguíneo durante la prueba de VLM. La VC fue determinada utilizando el modelo lineal, definido por la inclinación de la recta de regresión distancia-tiempo en las pruebas de carrera de 1.600 y 3.000m. No hubo diferencia significativa (p=0,3055) entre VLM y VC. Además, ambos protocolos tuvieron una buena concordancia, basado en la pequeña diferencia entre las medias y los estrechos límites de concordancia, así como un error padrón de la estimación clasificado como ideal. En conclusión, la VC, como identificado en este estudio, puede ser una alternativa no invasiva para la identificación de VLM.

atletas; carrera; umbral anaeróbico; rendimiento


Introduction

Blood lactate responses ([lac]) during exertion tests have been the focus of several studies (review of Faude, Kindermann, & Meyer, 2009Faude, O., Kindermann, W., & Meyer, T. (2009). Lactate threshold concepts: how valid are they?. Sports Medicine (Auckland, N.Z.), 39: 469-490 doi:10.2165/00007256-200939060-00003 .
https://doi.org/10.2165/00007256-2009390...
), being the maximal lactate steady state (MLSS) considered the gold standard of aerobic capacity, since it represents the highest intensity of exercise in which [lac] remains in equilibrium during an exercise with constant workload (Beneke, 2003Beneke, R. (2003). Maximal lactate steady state concentration (MLSS): experimental and modelling approaches. European Journal of Applied Physiology, 88: 361-369 doi:10.1007/s00421-002-0713-2 .
https://doi.org/10.1007/s00421-002-0713-...
). The MLSS delimits an intensity of exercise with a stable physiological ratio between lactate and pyruvate, oxygen pressure, carbonic acid (HCO3 -), excessive basicity, oxygen uptake (O2), respiratory exchange ratio (RER), ventilation (VE), and the ventilatory equivalent of oxygen (VE/O2) and carbon dioxide (VE/CO2) (Baron et al., 2003 Baron, B., Dekerle, J., Robin, S., Neviere, R., Dupont, L., Matran, R., ... Pelayo, P. (2003). Maximal lactate steady state does not correspond to a complete physiological steady state. International Journal of Sports Medicine, 24: 582-587. doi:10.1055/s-2003-43264
https://doi.org/10.1055/s-2003-43264...
). Thus, the MLSS has been considered the optimal intensity for exercise prescription when training aims benefits associated with the improvement of aerobic capacity (Baron et al., 2008Baron, B., Noakes, T. D., Dekerle, J., Moullan, F., Robin, S., Matran, R., & Pelayo, P. (2008). Why does exercise terminate at the maximal lactate steady state intensity?. British Journal of Sports Medicine, 42: 828-833 doi:10.1136/bjsm.2007.040444 .
https://doi.org/10.1136/bjsm.2007.040444...
).

However, despite its accuracy on aerobic fitness evaluation, the MLSS protocol is time consuming, and depends upon evaluators with the ability to perform blood sampling and lactate analysis using expensive equipment. This, in turn, reduce the accessibility to such protocol (Franken, Zacca, & Castro, 2011Franken, M., Zacca, R., & Castro, F. A de S. (2011) . Velocidade crítica em natação: fundamentos e aplicação. Motriz. Journal of Physical Education. UNESP, 17: 209-222 doi:10.5016/1980-6574.2011v17n1p209 .
https://doi.org/10.5016/1980-6574.2011v1...
), therefore derailing its application in large samples (Hiyane, Simões, & Campbell, 2006Hiyane, W. C., Simões, H. G., & Campbell, C. S G (2006) . Velocidade crítica como um método não invasivo para estimar a velocidade de lactato mínimo no ciclismo. Revista Brasileira de Medicina do Esporte, 12: 381-385 doi:10.1590/S1517-86922006000600016 .
https://doi.org/10.1590/S1517-8692200600...
). In this scenario, the lactate minimum test (LM) proposed by Tegtbur, Busse and Braumann (1993)Tegtbur, U., Busse, M. W., & Braumann, K. M (1993) . Estimation of an individual equilibrium between lactate production and catabolism during exercise. Medicine and Science in Sports and Exercise, 25: 620-627 doi:10.1249/00005768-199305000-00015 .
https://doi.org/10.1249/00005768-1993050...
, which is characterized by the equilibrium point between the production and removal of blood lactate during an incremental test after performing a high intensity exercise, appears as an alternative when it regards MLSS, since several studies show that the lactate minimum velocity (LMV) agrees with the intensity of MLSS, with the convenience of being performed in a single test session (Pardono et al., 2009Pardono, E., Madrid, B., Motta, D. F., Mota, M. R., Campbell, C. S. G., & Simões, H. G (2009) . Lactato mínimo em protocolo de rampa e sua validade em estimar o máximo estado estável de lactato. Revista Brasileira de Cineantropometria e Desempenho Humano, 11: 174-180 doi:10.5007/1980-0037.2009v11n2p174 .
https://doi.org/10.5007/1980-0037.2009v1...
; Puga, Kokubun, Simões, Nakamura, & Campbell, 2012 Puga, G. M., Kokubun, E., Simões, H. G., Nakamura, F. Y., & Campbell, C. S. G. (2012). Aerobic fitness evaluation during walking tests identifies the maximal lactate steady state. The Scientific World Journal, 769431. doi:10.1100/2012/769431
https://doi.org/10.1100/2012/769431...
; Sotero et al., 2007Sotero, R. da C., Campbell, C. S. G., Pardono, E., Puga, G. M., & Simões, H. G (2007) . Polynomial adjustment as a new technique for determination of lactate minimum velocity with reduced blood sampling. Brazilian Journal of Kinanthropometry and Human Performance, 9: 327-332.; Sotero et al., 2009Sotero, R. da C., Pardono, E., Campbell, C. S. G., & Simões, H G. (2009) . Indirect assessment of lactate minimum and maximal blood lactate steady-state intensity for physically active individuals. Journal of Strength and Conditioning Research, 23: 847-853 doi:10.1519/JSC.0b013e318196b609 .
https://doi.org/10.1519/JSC.0b013e318196...
).

Aiming to understand the validity and explore the potentiality and application of the LM, studies have been performed using different protocols for hyperlactatemia induction as well as distinct recovery regimens (Denadai & Higino, 2004Denadai, B. S., & Higino, W. P (2004) . Effect of the passive recovery period on the lactate minimum speed in sprinters and endurance runners. Journal of Science and Medicine in Sport / Sports Medicine Australia, 7: 488-496 doi:10.1016/S1440-2440(04)80268-8 .
https://doi.org/10.1016/S1440-2440(04)80...
; Higino & Denadai, 2002Higino, W., & Denadai, B. (2002). Efeito do período de recuperação sobre a validade do teste de lactato mínimo para determinar a máxima fase estável de lactato em corredores fundistas. Revista Paulista de Educação Física, 16: 5-15.; Pardono, Simões, & Campbell, 2005Pardono, E., Simões, H. G., & Campbell, C. S G (2005). . Efeito de variações metodológicas sobre a identificação do lactato mínimo. Revista Brasileira de Educação Física e Esporte, 19: 25-33 doi:http://dx.doi.org/10.1590/S1807-55092005000100003 .
https://doi.org/10.1590/S1807-5509200500...
; Santhiago, Silva, Guglielmo, & Higino, 2008Santhiago, V., Silva, A. S. R. da, Guglielmo, L. G. A., & Higino, W. P (2008) . Influência da forma de indução à acidose na determinação da intensidade de lactato mínimo em corredores de longa distância. Revista Brasileira de Medicina do Esporte, 14: 393-398 doi:10.1590/S1517-86922008000400014 .
https://doi.org/10.1590/S1517-8692200800...
; Smith, Balmer, Coleman, Bird, & Davison, 2002Smith, M. F., Balmer, J., Coleman, D. A., Bird, S. R., & Davison, R. C R (2002) . Method of lactate elevation does not affect the determination of the lactate minimum. Medicine and Science in Sports and Exercise, 34: 1744-1749 doi:10.1249/01.MSS.0000035051.77893.16 .
https://doi.org/10.1249/01.MSS.000003505...
; Sotero et al., 2011Sotero, R. da C., Cunha, V. N. de C., Madrid, B., Sales, M. M., Moreira, S. R., & Simões, H. G (2011) . Identificação do lactato mínimo de corredores adolescentes em teste de pista de três estágios incrementais. Revista Brasileira de Medicina do Esporte, 17: 119-122 doi:10.1590/S1517-86922011000200010 .
https://doi.org/10.1590/S1517-8692201100...
). In addition, different populations including animals (Simões, Denadai, Baldissera, Campbell, & Hill, 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.; Simões, Campbell, Baldissera, Denadai, & Kokubun, 1998Simões, H. G., Campbell, C. S. G., Baldissera, V., Denadai, B. S., & Kokubun, E. (1998). Determinação do limiar anaeróbio por meio de dosagens glicêmicas e lactacidêmicas em testes de pista para corredores. Revista Paulista de Educação Física, 12: 17-30.; Tegtbur et al., 1993Tegtbur, U., Busse, M. W., & Braumann, K. M (1993) . Estimation of an individual equilibrium between lactate production and catabolism during exercise. Medicine and Science in Sports and Exercise, 25: 620-627 doi:10.1249/00005768-199305000-00015 .
https://doi.org/10.1249/00005768-1993050...
; Tegtbur, Machold, Meyer, Storp, & Busse, 2001Tegtbur, U., Machold, H., Meyer, H., Storp, D., & Busse, M. W (2001) . [Determining the extent of intensive physical performance in patients with coronary heart disease] . Zeitschrift Für Kardiologie, 90: 637-645.; Voltarelli, Gobatto, & de Mello, 2002Voltarelli, F. A., Gobatto, C. A., & de Mello, M. A R (2002) . Determination of anaerobic threshold in rats using the lactate minimum test. Brazilian Journal of Medical and Biological Research, 35: 1389-1394.; Zagatto et al., 2004Zagatto, A. M., Papoti, M., Caputo, F., Mendes, O. de C., Denadai, B. S., Baldissera, V., & Gobatto, C A. (2004) . Comparação entre a utilização de saliva e sangue para determinação do lactato mínimo em cicloergômetro e ergômetro de braço em mesa-tenistas. Revista Brasileira de Medicina do Esporte, 10: 475-480 doi:10.1590/S1517-86922004000600004 .
https://doi.org/10.1590/S1517-8692200400...
), different ergometers (Carter, Jones, & Doust, 1999Carter, H., Jones, A. M., & Doust, J. H (1999) . Effect of incremental test protocol on the lactate minimum speed. Medicine and Science in Sports and Exercise, 31: 837-845 doi:10.1097/00005768-199906000-00012 .
https://doi.org/10.1097/00005768-1999060...
; MacIntosh, Esau, & Svedahl, 2002MacIntosh, B. R., Esau, S., & Svedahl, K. (2002). The lactate minimum test for cycling: estimation of the maximal lactate steady state. Canadian Journal of Applied Physiology, 27: 232-249 doi:10.1139/h02-014 .
https://doi.org/10.1139/h02-014...
; Zagatto et al., 2004Zagatto, A. M., Papoti, M., Caputo, F., Mendes, O. de C., Denadai, B. S., Baldissera, V., & Gobatto, C A. (2004) . Comparação entre a utilização de saliva e sangue para determinação do lactato mínimo em cicloergômetro e ergômetro de braço em mesa-tenistas. Revista Brasileira de Medicina do Esporte, 10: 475-480 doi:10.1590/S1517-86922004000600004 .
https://doi.org/10.1590/S1517-8692200400...
), environmental conditions (Pardono et al., 2009Pardono, E., Madrid, B., Motta, D. F., Mota, M. R., Campbell, C. S. G., & Simões, H. G (2009) . Lactato mínimo em protocolo de rampa e sua validade em estimar o máximo estado estável de lactato. Revista Brasileira de Cineantropometria e Desempenho Humano, 11: 174-180 doi:10.5007/1980-0037.2009v11n2p174 .
https://doi.org/10.5007/1980-0037.2009v1...
; Sotero et al., 2009Sotero, R. da C., Pardono, E., Campbell, C. S. G., & Simões, H G. (2009) . Indirect assessment of lactate minimum and maximal blood lactate steady-state intensity for physically active individuals. Journal of Strength and Conditioning Research, 23: 847-853 doi:10.1519/JSC.0b013e318196b609 .
https://doi.org/10.1519/JSC.0b013e318196...
; Tegtbur et al., 1993Tegtbur, U., Busse, M. W., & Braumann, K. M (1993) . Estimation of an individual equilibrium between lactate production and catabolism during exercise. Medicine and Science in Sports and Exercise, 25: 620-627 doi:10.1249/00005768-199305000-00015 .
https://doi.org/10.1249/00005768-1993050...
), and the use of mathematical equations (Simões et al., 2009Simões, H. G., Hiyane, W. C., Sotero, R. C., Pardono, E., Puga, G. M., Lima, L. C. J., & Campbell, C. S G (2009) . Polynomial modeling for the identification of lactate minimum velocity by different methods. The Journal of Sports Medicine and Physical Fitness, 49: 14-18.) have also been used regarding this test. Furthermore, evidences have shown that the LMV protocol has sensitivity for the effects of aerobic training (Campos et al., 2014Campos, E. Z., Nordsborg, N. B., Silva, A. S. R. da, Zagatto, A. M., Gerosa Neto, J., Andrade, V. L. de, & Papoti, M. (2014). The response of the lactate minimum test to a 12-week swimming training. Motriz. Journal of Physical Education. UNESP, 20: 286-291 doi:10.1590/S1980-65742014000300007 .
https://doi.org/10.1590/S1980-6574201400...
; Silva, Bonette, Santhiago, & Gobatto, 2007Silva, A. S. R., Bonette, A. L., Santhiago, V., & Gobatto, C. A (2007) . Effects of soccer training on the running speed and the blood lactate concentration at the lactate minimum test. Biology of Sport, 24: 105-114.).

However, the use of LMV protocol also characterizes itself as an invasive and expensive procedure, differing from MLSS only when it comes to numbers of sessions in which the volunteers are submitted. One alternative would be the use of indirect methods to identify velocities similar to the LMV and MLSS, such as the critical velocity (CV), which has been used in several studies (review of Leclair, Mucci, Mcgawley, & Berthoin, 2008Leclair, E., Mucci, P., Mcgawley, K., & Berthoin, S. (2008). Application du concept de puissance critique à différentes populations. Science & Sports, 23: 206-215 doi:10.1016/j.scispo.2007.06.010 .
https://doi.org/10.1016/j.scispo.2007.06...
). Theoretically, CV has been suggested as an intensity of physical exercise that can be sustained for a long period of time without exhaustion (Monod & Scherrer, 1965Monod, H., & Scherrer, J. (1965). The work capacity of a synergic muscular group. Ergonomics, 8: 329-338 doi:10.1080/00140136508930810 .
https://doi.org/10.1080/0014013650893081...
), being characterized as a noninvasive low cost method that can be easily applied to evaluate aerobic capacity and to identify the intensity for exercise prescription (Leclair et al., 2008Leclair, E., Mucci, P., Mcgawley, K., & Berthoin, S. (2008). Application du concept de puissance critique à différentes populations. Science & Sports, 23: 206-215 doi:10.1016/j.scispo.2007.06.010 .
https://doi.org/10.1016/j.scispo.2007.06...
).

On the other hand, no study has been found regarding this subject (CV vs. LMV) in youth runners, while other studies have obtained positive results with adult runners (Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.) and athletes from other modalities (Altimari, Altimari, Gulak, & Chacon-Mikahil, 2007Altimari, J. M., Altimari, L. R., Gulak, A. & Chacon-Mikahil, M. P T (2007) . Correlações entre protocolos de determinação do limiar anaeróbio e o desempenho aeróbio em nadadores adolescentes. Revista Brasileira de Medicina do Esporte, 13: 245-250 doi:10.1590/S1517-86922007000400007 .
https://doi.org/10.1590/S1517-8692200700...
; Hiyane et al., 2006Hiyane, W. C., Simões, H. G., & Campbell, C. S G (2006) . Velocidade crítica como um método não invasivo para estimar a velocidade de lactato mínimo no ciclismo. Revista Brasileira de Medicina do Esporte, 12: 381-385 doi:10.1590/S1517-86922006000600016 .
https://doi.org/10.1590/S1517-8692200600...
). Therefore, it is of interest better understand and compare both methods in adolescents, since this population tends to present lower blood lactate concentrations, due to lower enzymes concentration of glycolytic and higher of aerobic pathways (Dotan et al., 2012Dotan, R., Mitchell, C., Cohen, R., Klentrou, P., Gabriel, D., & Falk, B. (2012). Child-adult differences in muscle activation--a review. Pediatric Exercise Science, 24: 2-21.). In this sense and due to the need of utilizing non invasive and low cost methods with the capability of evaluate aerobic capacity and to identify intensity for exercise prescription in running, the aim of the present study was to compare the CV and LMV in youth runners.

Methods

The present study was approved by the ethics committee of the Catholic University of Brasília (UCB - nº 019/2004). All participants were instructed not to perform exercise and not to drink caffeine beverages during the 24 hours that preceded the experimental procedures. After being informed of the risks and benefits of the study and having signed an informed consent letter, 25 medium and long distance youth runners (table 1) from the Joaquin Cruz Institute were submitted to three experimental sessions performed in a 400m athletics track, with a minimum of 48 hours between them. In the period of collection, all athletes were national sporting level, and were in pre competition period with a training volume between 40-50 miles per week.

Table 1.
Main characteristics of the sample (n=25). Data expressed in mean ± standard deviation.

3,000m running performance test

The participants performed a 3,000m running test in a 400m athletics track in order to obtain the mean velocity (mV 3,000m) of the test. The volunteers were guided to run the distance as fast as possible. The result obtained was used to calculate the intensity of the stages in the lactate minimum incremental tests and the linear regression equation to obtain the CV.

1,600m running performance test

The participants performed a 1,600m running test in order to obtain the mean velocity (mV 1,600m) of the test. The volunteers were guided to run the distance as fast as possible. The result obtained was used in the linear regression equation to obtain the CV.

Incremental test for determination of lactate minimum velocity

Determination of LMV was performed according to the incremental test proposed by Simões et al. (1998)Simões, H. G., Campbell, C. S. G., Baldissera, V., Denadai, B. S., & Kokubun, E. (1998). Determinação do limiar anaeróbio por meio de dosagens glicêmicas e lactacidêmicas em testes de pista para corredores. Revista Paulista de Educação Física, 12: 17-30., in which the participants ran 500m at maximum speed in order to induce hyperlactatemia, followed by 10min of recovery and 6 incremental sets of 800m at the intensities of 83, 86, 89, 92, 95 and 98% of the mV 3,000m. The velocities during the incremental tests were controlled by a sonoric stimulus at each 100m. Pauses with 1min of duration between each set were executed in order to collect 25µl of blood from the ear lobe using procedure gloves, disposable lancets and calibrated and heparinized glass capillars. Afterwards, the samples were stored in Eppendorf microtubes containing 50µl of NaF at 1%. Blood lactate responses were analyzed through the electroenzymatic method (Yellow Springs 2700, STAT, OH, EUA). The procedures used to identify the LMV are shown in Figure 1. The running velocity corresponding to the lowest concentration of [lac] during the incremental test was determined by visual inspection (Tegtbur et al., 1993Tegtbur, U., Busse, M. W., & Braumann, K. M (1993) . Estimation of an individual equilibrium between lactate production and catabolism during exercise. Medicine and Science in Sports and Exercise, 25: 620-627 doi:10.1249/00005768-199305000-00015 .
https://doi.org/10.1249/00005768-1993050...
).

Figure 1.
Example of lactate minimum velocity (LMV) determination in a single participant#1 (LMV= 12.7 km·h-1).

Calculating the critical velocity

The time-distance linear model to determine CV was used as proposed by Kranenburg and Smith (1996)Kranenburg, K. J., & Smith, D. J (1996) . Comparison of critical speed determined from track running and treadmill tests in elite runners. Medicine and Science in Sports and Exercise, 28: 614-618 doi:10.1097/00005768-199605000-00013 .
https://doi.org/10.1097/00005768-1996050...
for field tests with trained runners. This model does not differ from other models in running (Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.). Only two distances (coordinates) were adopted in order to obtain CV, as previously cited (De Lucas, Dittrich, Junior, de Souza, & Guglielmo, 2012De Lucas, R. D., Dittrich, N., Junior, R. B., de Souza, K. M., & Guglielmo, L G A. (2012) . Is the critical running speed related to the intermittent maximal lactate steady state? . Journal of Sports Science & Medicine 11: 89-94.; Pacheco, Silva, Baldissera, Campbell, Liberti, 2006Pacheco, M. E., Silva, L. G. da M., Baldissera, V., Campbell, C. S. G., Liberti, E. A., & Simões, H. G. (2006) . Relationship among critical velocity, anaerobic threshold, VO2max parameters, anaerobic work capacity and sub-maximal cost of O2 Motriz. Journal of Physical Education UNESP, 12: 103-111.; Penteado et al., 2014Penteado, R., Salvador, A. F., Corvino, R. B., Cruz, R., Lisbôa, F. D., Caputo, F., & de Lucas, R. D (2014) . Physiological responses at critical running speed during continuous and intermittent exhaustion tests. Science & Sports, 29: e99-e105 doi:10.1016/j.scispo.2014.02.003 .
https://doi.org/10.1016/j.scispo.2014.02...
; Silva, Pacheco, Campbell, Baldissera, & Simões, 2005Silva, L. G. da M., Pacheco, M. E., Campbell, C. S. G., Baldissera, V., & Simões, H. G (2005) . Comparação entre protocolos diretos e indiretos de avaliação da aptidão aeróbia em indivíduos fisicamente ativos. Revista Brasileira de Medicina do Esporte, 11: 219-223 doi:10.1590/S1517-86922005000400003 .
https://doi.org/10.1590/S1517-8692200500...
; Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.). The distances were chosen with at least a 5min interval between durations (Housh, Housh, & Bauge, 1990Housh, D. J., Housh, T. J., & Bauge, S. M (1990) . A methodological consideration for the determination of critical power and anaerobic work capacity. Research Quarterly for Exercise and Sport, 61: 406-409 doi:10.1080/02701367.1990.10607506 .
https://doi.org/10.1080/02701367.1990.10...
) and allowing a total trial time between 3 and 15 min, as recommended (Greco, 2000Greco, C. C. (2000). Potência crítica e velocidade crítica. In B. S. Denadai (Ed.), Avaliação aeróbia: determinação indireta da resposta do lactato sanguíneo (pp. 88-106). Rio Claro: Motrix.; Kranenburg & Smith, 1996Kranenburg, K. J., & Smith, D. J (1996) . Comparison of critical speed determined from track running and treadmill tests in elite runners. Medicine and Science in Sports and Exercise, 28: 614-618 doi:10.1097/00005768-199605000-00013 .
https://doi.org/10.1097/00005768-1996050...
).

After adjust the optimal distance to reach the previously described recommendations (Greco, 2000Greco, C. C. (2000). Potência crítica e velocidade crítica. In B. S. Denadai (Ed.), Avaliação aeróbia: determinação indireta da resposta do lactato sanguíneo (pp. 88-106). Rio Claro: Motrix.; Housh et al., 1990Housh, D. J., Housh, T. J., & Bauge, S. M (1990) . A methodological consideration for the determination of critical power and anaerobic work capacity. Research Quarterly for Exercise and Sport, 61: 406-409 doi:10.1080/02701367.1990.10607506 .
https://doi.org/10.1080/02701367.1990.10...
; Kranenburg & Smith, 1996Kranenburg, K. J., & Smith, D. J (1996) . Comparison of critical speed determined from track running and treadmill tests in elite runners. Medicine and Science in Sports and Exercise, 28: 614-618 doi:10.1097/00005768-199605000-00013 .
https://doi.org/10.1097/00005768-1996050...
), CV was determined through the inclination of the regression line between the 1,600m and 3,000m performance tests results and their respective durations. In this equation, the inclination of the regression line indicates the intensity of velocity correspondent to the CV, where the same can be obtained by the following equation CV (m·s-1) = (2nd distance - 1st distance) / (2nd duration - 1st duration). Figure 2 shows an example where the inclination of the regression line represents the intensity corresponding to the CV.

Figure 2.
Example of critical velocity (CV) determination using the distance-time linear model for the participant#1 (CV= 12.6 km·h-1).

Statistical analysis

After verification of data normality through skewness and kurtosis, a descriptive analysis (mean ± standard deviation) was performed. In order to compare CV and LMV, a paired Student's t-test was applied. In addition, effect size was tested using Cohen's d test. Linear regression was adjusted by gender and performed to verify the degree of association between the protocols (CV and LMV), as well as the variance analysis to confirm the hypothesis of regression. Bland and Altman's technique (Bland & Altman, 1999Bland, J. M., & Altman, D. G (1999) . Measuring agreement in method comparison studies. Statistical Methods in Medical Research, 8: 135-160 doi:10.1177/096228029900800204 .
https://doi.org/10.1177/0962280299008002...
) was used to attest the level of agreement between the different tests. Lastly, the standard error of estimate (SEE) between the protocols was calculated. The level of significance adopted was 5% (p< .05) and all analyses were performed using the Statistical Package for the Social Sciences (SPSS) 18.0.

Results

The results from the present study show no significant difference (p= .305) between the LMV and CV. In addition, both protocols presented a good agreement based on the small difference between means and the narrow levels of agreement [0.2 (1.9) km·h-1] (Figure 3). Furthermore, the difference between means presented a small effect size (d= .123) and a SEE below 2.0% (Table 2).

Figure 3.
Bland and Altman analysis between critical velocity (CV) and lactate minimum velocity (LMV).

Linear regression, adjusted by gender, between the CV and LMV presented a significant association (r 2= 0.397, p= .004), besides of an F value of 7.245, significantly for p= .004 (Figure 4).

Figure 4.
Linear regression adjusted by gender between critical velocity (CV) and lactate minimum velocity (LMV).

Discussion

The main finding of the present study was that CV seemed to estimate LMV in youth runners, presenting an association even when adjusted by gender, a good level of agreement, low effect size and a standard error of estimate below 2% between values. This indicates that CV can be an easily applied and is low cost alternative to evaluate male and female youth runners.

The findings of the present study agree with the ones in Hiyane's et al. (2006)Hiyane, W. C., Simões, H. G., & Campbell, C. S G (2006) . Velocidade crítica como um método não invasivo para estimar a velocidade de lactato mínimo no ciclismo. Revista Brasileira de Medicina do Esporte, 12: 381-385 doi:10.1590/S1517-86922006000600016 .
https://doi.org/10.1590/S1517-8692200600...
in trained cyclists. Likewise, Altimari et al. (2007)Altimari, J. M., Altimari, L. R., Gulak, A. & Chacon-Mikahil, M. P T (2007) . Correlações entre protocolos de determinação do limiar anaeróbio e o desempenho aeróbio em nadadores adolescentes. Revista Brasileira de Medicina do Esporte, 13: 245-250 doi:10.1590/S1517-86922007000400007 .
https://doi.org/10.1590/S1517-8692200700...
found a positive association between the studied methods in adolescent swimmers. However, other studies have shown that CV overestimated LMV in trained canoeists (Nakamura et al., 2006Nakamura, F. Y., Borges, T. O., Voltarelli, F. A., Gobbo, L. A., Koslowiski, A. A., & Mello, M. A R (2006) . Perfil fisiológico de canoístas do sexo feminino de alto nível competitivo. Revista Portuguesa de Ciências do Desporto, 6: 329-335.) and adult runners (Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.). Simões et al. (2005)Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51. showed that CV overestimated LMV in adult runners. However, they reported a significant positive association between the methods and concluded that CV is a valid method to predict and evaluate performance. One reason that could explain this overestimation is the use of inappropriate test distances, which are crucial to determine CV (Franken et al., 2011Franken, M., Zacca, R., & Castro, F. A de S. (2011) . Velocidade crítica em natação: fundamentos e aplicação. Motriz. Journal of Physical Education. UNESP, 17: 209-222 doi:10.5016/1980-6574.2011v17n1p209 .
https://doi.org/10.5016/1980-6574.2011v1...
).

The mean durations of the tests performed in the present study were 6.4min (1,600m) and 13.1min (3,000m), agreeing with the recommendations (Greco, 2000Greco, C. C. (2000). Potência crítica e velocidade crítica. In B. S. Denadai (Ed.), Avaliação aeróbia: determinação indireta da resposta do lactato sanguíneo (pp. 88-106). Rio Claro: Motrix.; Kranenburg & Smith, 1996Kranenburg, K. J., & Smith, D. J (1996) . Comparison of critical speed determined from track running and treadmill tests in elite runners. Medicine and Science in Sports and Exercise, 28: 614-618 doi:10.1097/00005768-199605000-00013 .
https://doi.org/10.1097/00005768-1996050...
). However, in order to efficiently perform the tests, it is important to know how trained the volunteers are and/or perform pilot studies, since short duration tests (less than 3min) can overestimate critical power (CP) or CV (Bishop, Jenkins, & Howard, 1998Bishop, D., Jenkins, D. G., & Howard, A. (1998). The critical power function is dependent on the duration of the predictive exercise tests chosen. International Journal of Sports Medicine, 19: 125-129 doi:10.1055/s-2007-971894 .
https://doi.org/10.1055/s-2007-971894...
). In addition, in long duration tests (more than 20min) other factors contribute to exhaustion, such as thermoregulation, substrate depletion and motivation (Greco, 2000Greco, C. C. (2000). Potência crítica e velocidade crítica. In B. S. Denadai (Ed.), Avaliação aeróbia: determinação indireta da resposta do lactato sanguíneo (pp. 88-106). Rio Claro: Motrix.). Finally, the present study followed Housh's et al. (1990)Housh, D. J., Housh, T. J., & Bauge, S. M (1990) . A methodological consideration for the determination of critical power and anaerobic work capacity. Research Quarterly for Exercise and Sport, 61: 406-409 doi:10.1080/02701367.1990.10607506 .
https://doi.org/10.1080/02701367.1990.10...
recommendations, in which the distances chosen should respect a 5min interval.

In the present study only two coordinates to calculate CV were used, agreeing with previous studies (de Lucas et al., 2012De Lucas, R. D., Dittrich, N., Junior, R. B., de Souza, K. M., & Guglielmo, L G A. (2012) . Is the critical running speed related to the intermittent maximal lactate steady state? . Journal of Sports Science & Medicine 11: 89-94.; Pacheco et al., 2006Pacheco, M. E., Silva, L. G. da M., Baldissera, V., Campbell, C. S. G., Liberti, E. A., & Simões, H. G. (2006) . Relationship among critical velocity, anaerobic threshold, VO2max parameters, anaerobic work capacity and sub-maximal cost of O2 Motriz. Journal of Physical Education UNESP, 12: 103-111.; Penteado et al., 2014Penteado, R., Salvador, A. F., Corvino, R. B., Cruz, R., Lisbôa, F. D., Caputo, F., & de Lucas, R. D (2014) . Physiological responses at critical running speed during continuous and intermittent exhaustion tests. Science & Sports, 29: e99-e105 doi:10.1016/j.scispo.2014.02.003 .
https://doi.org/10.1016/j.scispo.2014.02...
; Silva et al., 2005Silva, L. G. da M., Pacheco, M. E., Campbell, C. S. G., Baldissera, V., & Simões, H. G (2005) . Comparação entre protocolos diretos e indiretos de avaliação da aptidão aeróbia em indivíduos fisicamente ativos. Revista Brasileira de Medicina do Esporte, 11: 219-223 doi:10.1590/S1517-86922005000400003 .
https://doi.org/10.1590/S1517-8692200500...
; Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.). Several studies have shown that two coordinates are enough to determine CV in adult trained runners (de Lucas et al., 2012De Lucas, R. D., Dittrich, N., Junior, R. B., de Souza, K. M., & Guglielmo, L G A. (2012) . Is the critical running speed related to the intermittent maximal lactate steady state? . Journal of Sports Science & Medicine 11: 89-94.; Simões et al., 2005Simões, H., Denadai, B., Baldissera, V., Campbell, C., & Hill, D. (2005). Relationships and significance of lactate minimum, critical velocity, heart rate deflection and 3 000 m track-tests for running. The Journal of Sports Medicine and Physical Fitness, 45: 441-51.), moderately trained adults (Smith, Kendall, Fukuda, Cramer, & Stout, 2011Smith, A. E., Kendall, K. L., Fukuda, D. H., Cramer, J. T., & Stout, J. R (2011) . Determination of aerobic and anaerobic performance: a methodological consideration. Physiological Measurement, 32: 423-431 doi:10.1088/0967-3334/32/4/004 .
https://doi.org/10.1088/0967-3334/32/4/0...
), physically active adults (Pacheco et al., 2006Pacheco, M. E., Silva, L. G. da M., Baldissera, V., Campbell, C. S. G., Liberti, E. A., & Simões, H. G. (2006) . Relationship among critical velocity, anaerobic threshold, VO2max parameters, anaerobic work capacity and sub-maximal cost of O2 Motriz. Journal of Physical Education UNESP, 12: 103-111.; Silva et al., 2005Silva, L. G. da M., Pacheco, M. E., Campbell, C. S. G., Baldissera, V., & Simões, H. G (2005) . Comparação entre protocolos diretos e indiretos de avaliação da aptidão aeróbia em indivíduos fisicamente ativos. Revista Brasileira de Medicina do Esporte, 11: 219-223 doi:10.1590/S1517-86922005000400003 .
https://doi.org/10.1590/S1517-8692200500...
), adult cyclists (Hiyane et al., 2006Hiyane, W. C., Simões, H. G., & Campbell, C. S G (2006) . Velocidade crítica como um método não invasivo para estimar a velocidade de lactato mínimo no ciclismo. Revista Brasileira de Medicina do Esporte, 12: 381-385 doi:10.1590/S1517-86922006000600016 .
https://doi.org/10.1590/S1517-8692200600...
) and youth swimmers (Altimari et al., 2007Altimari, J. M., Altimari, L. R., Gulak, A. & Chacon-Mikahil, M. P T (2007) . Correlações entre protocolos de determinação do limiar anaeróbio e o desempenho aeróbio em nadadores adolescentes. Revista Brasileira de Medicina do Esporte, 13: 245-250 doi:10.1590/S1517-86922007000400007 .
https://doi.org/10.1590/S1517-8692200700...
). Housh et al. (1990)Housh, D. J., Housh, T. J., & Bauge, S. M (1990) . A methodological consideration for the determination of critical power and anaerobic work capacity. Research Quarterly for Exercise and Sport, 61: 406-409 doi:10.1080/02701367.1990.10607506 .
https://doi.org/10.1080/02701367.1990.10...
, for instance, submitted 12 young adults to four loads until exhaustion and CP was determined with two, three and four coordinates. They reported that CP determined by two coordinates was strongly associated with the values assessed by four coordinates (r= .80 - .99).

The identification of CV, as performed in the present study, allows the evaluation of aerobic capacity and identify the intensity for exercise prescription (Leclair et al., 2008Leclair, E., Mucci, P., Mcgawley, K., & Berthoin, S. (2008). Application du concept de puissance critique à différentes populations. Science & Sports, 23: 206-215 doi:10.1016/j.scispo.2007.06.010 .
https://doi.org/10.1016/j.scispo.2007.06...
). Furthermore, through CV it is possible to perform an evaluation in the competition venue or during training sessions (Kranenburg & Smith, 1996Kranenburg, K. J., & Smith, D. J (1996) . Comparison of critical speed determined from track running and treadmill tests in elite runners. Medicine and Science in Sports and Exercise, 28: 614-618 doi:10.1097/00005768-199605000-00013 .
https://doi.org/10.1097/00005768-1996050...
) without the need of expensive lab equipments. Regarding intensity, Toubekis and Tokmakidis (2013)Toubekis, A. G., & Tokmakidis, S. P (2013) . Metabolic responses at various intensities relative to critical swimming velocity. Journal of Strength and Conditioning Research, 27: 1731-1741 doi:10.1519/JSC.0b013e31828dde1e .
https://doi.org/10.1519/JSC.0b013e31828d...
suggest that running at CV displays characteristics a "very heavy" intensity, where VO2 is close to maximum (VO2max) and [lac] are very high. Billat, Binsse, Petit, & Koralsztein (1998)Billat, V., Binsse, V., Petit, B., & Koralsztein, J. P (1998) . High level runners are able to maintain a VO2 steady-state below VO2max in an all-out run over their critical velocity. Archives of Physiology and Biochemistry, 106: 38-45 doi:10.1076/apab.106.1.38.4396 .
https://doi.org/10.1076/apab.106.1.38.43...
showed that long distance runners with a CV corresponding to 86% of the VO2max velocity (vVO2max) were capable of exercising at an intensity of 90% of vVO2max without achieving VO2max and without cardiovascular drift, which is frequently observed in high intensity aerobic exercise. Similar findings were reported by Bull, Housh, Johnson, & Rana (2008)Bull, A. J., Housh, T. J., Johnson, G. O., & Rana, S R. (2008) . Physiological responses at five estimates of critical velocity. European Journal of Applied Physiology, 102: 711-720 doi:10.1007/s00421-007-0649-7 .
https://doi.org/10.1007/s00421-007-0649-...
.

In this scenario, de Lucas et al. (2013)De Lucas, R. D., de Souza, K. M., Costa, V. P., Grossl, T., & Guglielmo, L. G A. (2013) . Time to exhaustion at and above critical power in trained cyclists: The relationship between heavy and severe intensity domains. Science & Sports, 28: e9-e14 doi:10.1016/j.scispo.2012.04.004 .
https://doi.org/10.1016/j.scispo.2012.04...
reported that CP is the physiological index that estimates the limits between "heavy" and "severe" exercises in trained subjects. These authors evaluated the physiological responses and time to exhaustion in acute sessions until exhaustion at CP and 5% above CP, and showed that VO2, VE, and [lac] obtained at the end of the 5% above CP exhaustion trial were not significantly different from the maximal variables. The physiological end values during the CP test were significantly lower than when compared to the incremental test, and time to exhaustion at CP was significantly higher than 5% above.

Curiously, it seems that exercise prescription using intermittent running protocols produce a better physiological balance and higher training volume when compared to continuous running protocols. Penteado et al. (2014)Penteado, R., Salvador, A. F., Corvino, R. B., Cruz, R., Lisbôa, F. D., Caputo, F., & de Lucas, R. D (2014) . Physiological responses at critical running speed during continuous and intermittent exhaustion tests. Science & Sports, 29: e99-e105 doi:10.1016/j.scispo.2014.02.003 .
https://doi.org/10.1016/j.scispo.2014.02...
compared level of tolerance and physiological responses in running tests at CV until exhaustion between intermittent and continuous protocols and found that heart rate, perceived exertion and [lac] at the end of both exhaustion tests were not significantly different when compared with incremental treadmill test values. However, time to exhaustion was twice longer in the intermittent test when compared to continuous, and only the continuous session showed an increase 9.0±0.8 mmol·l−1 of [lac] at the end of exercise.

It is worth highlighting that the present study has some limitations. One of them was not comparing CV with the intensity of MLSS, which is considered the gold standard in aerobic capacity evaluation from [lac] responses (Beneke, 2003Beneke, R. (2003). Maximal lactate steady state concentration (MLSS): experimental and modelling approaches. European Journal of Applied Physiology, 88: 361-369 doi:10.1007/s00421-002-0713-2 .
https://doi.org/10.1007/s00421-002-0713-...
). However, several studies have demonstrated that there is no difference between MLSS and LMV (MacIntosh, Esau, & Svedahl, 2002MacIntosh, B. R., Esau, S., & Svedahl, K. (2002). The lactate minimum test for cycling: estimation of the maximal lactate steady state. Canadian Journal of Applied Physiology, 27: 232-249 doi:10.1139/h02-014 .
https://doi.org/10.1139/h02-014...
; Pardono et al., 2008Pardono, E., Sotero, R. da C., Hiyane, W., Mota, M. R., Campbell, C. S. G., Nakamura, F. Y., & Simões, H. G (2008) . Maximal lactate steady-state prediction through quadratic modeling of selected stages of the lactate minimum test. Journal of Strength and Conditioning Research, 22: 1073-80 doi:10.1519/JSC.0b013e318173c594 .
https://doi.org/10.1519/JSC.0b013e318173...
, 2009Pardono, E., Madrid, B., Motta, D. F., Mota, M. R., Campbell, C. S. G., & Simões, H. G (2009) . Lactato mínimo em protocolo de rampa e sua validade em estimar o máximo estado estável de lactato. Revista Brasileira de Cineantropometria e Desempenho Humano, 11: 174-180 doi:10.5007/1980-0037.2009v11n2p174 .
https://doi.org/10.5007/1980-0037.2009v1...
; Puga et al., 2012 Puga, G. M., Kokubun, E., Simões, H. G., Nakamura, F. Y., & Campbell, C. S. G. (2012). Aerobic fitness evaluation during walking tests identifies the maximal lactate steady state. The Scientific World Journal, 769431. doi:10.1100/2012/769431
https://doi.org/10.1100/2012/769431...
; Sotero et al., 2007Sotero, R. da C., Campbell, C. S. G., Pardono, E., Puga, G. M., & Simões, H. G (2007) . Polynomial adjustment as a new technique for determination of lactate minimum velocity with reduced blood sampling. Brazilian Journal of Kinanthropometry and Human Performance, 9: 327-332., 2009Sotero, R. da C., Pardono, E., Campbell, C. S. G., & Simões, H G. (2009) . Indirect assessment of lactate minimum and maximal blood lactate steady-state intensity for physically active individuals. Journal of Strength and Conditioning Research, 23: 847-853 doi:10.1519/JSC.0b013e318196b609 .
https://doi.org/10.1519/JSC.0b013e318196...
). Another limitation was not assessing the participant's maturational state. In this matter, Frainer, Oliveira and Pazin (2006) Frainer, D. E. S., Oliveira, F. R. de, & Pazin, J. (2006). Influência da maturação sexual, idade cronológica e índices de crescimento no limiar de lactato e no desempenho da corrida de 20 minutos. Revista Brasileira de Medicina do Esporte, 12: 139-144 doi:10.1590/S1517-86922006000300006 .
https://doi.org/10.1590/S1517-8692200600...
verified no associations between sexual maturation, age and growth indexes with performance of running.

Conclusion

The combination of the predictive sets performed (1,600 and 3,000m), in order to obtain the CV proposed by the present study, presented values that did not differ from the ones obtained through LMV. Therefore, the test proposed in the present study is valid and CV did in fact estimate LMV in youth runners. This finding is important since CV is a low cost and non-invasive method of evaluating aerobic capacity and to identify the intensity for exercise prescription.

Acknowledgement

The authors would like to thank to the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) for the financial support to the study, as well as for the Master's and PhD's scholarship grants.

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    » https://doi.org/10.1080/02701367.1990.10607506
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Publication Dates

  • Publication in this collection
    Jan-Mar 2015

History

  • Received
    05 June 2014
  • Accepted
    16 Dec 2014
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E-mail: motriz.rc@unesp.br