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The effects of the use of the mask for gas analysis on the submaximal and maximal physiological and perceptual variables in response to an incremental test

Abstract

This study aimed to determine the effects of using the mask to gas analysis on maximal and submaximal physiological and perceptual variables during an incremental test. We assessed 21 recreationally endurance trained runners (VO2max: 54.0 ± 7.6 mL·kg-1·min-1) aged 30 to 49 years. These runners were submitted to two different incremental tests in randomized order to determination of maximum aerobic velocity (MAV), being used in one of them the equipment to gas analysis and not in the other. Peak velocity (Vpeak) was determined based on KUIPERS et al.1717. Kuipers H, Verstappen FT, Keizer HA, Geurten P, van Kranenburg G. Variability of aerobic performance in the laboratory and its physiological correlates. Int J Sports Med. 1985;6:197-201. adjustment. It was also analyzed physiological (HR and %HRmax) and perceptual (RPE) variables in each stage to comparison between protocols. Runners did a 10 and 15 km performance in field track to verify the relationship with maximal aerobic speed obtained in both protocols. The use of the mask for gas analysis reduced Vpeak, but did not modify HRmax and RPEmax. In regard to submaximal variables, HR was influenced mainly in initial stages in which values were higher in the test which the mask was used. However, when expressed as %HRmax, runners remained in the majority of submaximal stages in higher percentages during the protocol with mask. For RPE, there was no significant difference, except in the stage of 10 km·h-1, which RPE was higher when the mask was used. MAV is reduced when mask is used to gas analysis and HR and %HRmax in submaximal stages are higher due to the use of this equipment especially in initial stages.

Key Words:
Running; Oxygen consumption; Exercise test

Resumo

Este estudo teve como objetivo determinar os efeitos do uso da máscara para análise de gases sobre variáveis fisiológicas e perceptuais máximas e submáximas durante um teste incremental. Foram avaliados 21 corredores recreacionais de “endurance” (VO2max: 54,0 ± 7,6 mL·kg-1·min-1) com idade entre 30 e 49 anos. Os mesmos foram submetidos a dois diferentes testes incrementais em ordem aleatória para determinação da MVA, sendo utilizado em um deles o equipamento para análises de gases e no outro não. A velocidade pico em esteira foi determinada com base no ajuste de KUIPERS et al.1717. Kuipers H, Verstappen FT, Keizer HA, Geurten P, van Kranenburg G. Variability of aerobic performance in the laboratory and its physiological correlates. Int J Sports Med. 1985;6:197-201.. Foram também analisadas variáveis fisiológicas (FC e %FCmax) e perceptuais (PSE) a cada estágio para comparação entre os protocolos. Os corredores realizaram uma performance de 10 e 15 km em pista de atletismo para verificar a relação com a máxima velocidade aeróbia obtida nos dois testes. O uso da máscara para a análise de gases reduziu a Vpico, mas não modificou a FCmax e a PSEmax. Em relação às variáveis submáximas, a FC foi influenciada principalmente nos estágios iniciais em que os valores foram maiores no teste em que a análise de gases foi feita. Porém, quando expressa em %FCmax, os atletas permaneceram na maioria dos estágios submáximos em percentuais maiores durante o protocolo com o uso da máscara. Para a PSE, não houve diferenças significativas, com exceção do estágio a 10 km·h-1, em que a PSE foi maior quando se utilizou a máscara. A Vpico é reduzida devido à utilização da máscara para análise de gases e a FC e o %FCmax em estágios submáximos são maiores devido ao uso desse equipamento, especialmente nos estágios iniciais.

Palavras-Chave:
Corrida; Consumo de Oxigênio; Teste de exercício

Introduction

The maximum aerobic velocity (MAV) predicts running performance of middle and long distance athletes11. McLaughlin JE, Howley ET, Bassett Jr DR, Thompson DL, Fitzhugh EC. Test of classic model for predicting endurance running performance. Med Sci Sports Exerc. 2010;42:991-7.22. Noakes TD, Myburgh KH, Schall R. Peak treadmill running velocity during the VO2max test predicts running performance. J Sports Sci. 1990;8:35-45.. Moreover, it can be used in the control and prescription of exercise training33. Buchheit M, Chivot A, Parouty J, et al. Monitoring endurance running performance using cardiac parasympathetic function. Eur J Appl Physiol. 2010;108:1153-67.. The MAV represents the minimum velocity associated with the maximum oxygen consumption (VO2max)11. McLaughlin JE, Howley ET, Bassett Jr DR, Thompson DL, Fitzhugh EC. Test of classic model for predicting endurance running performance. Med Sci Sports Exerc. 2010;42:991-7. and, it is an indicative of the individual aerobic power.

In the 80th and 90th different methodologies have been proposed to determine the MAV. However, these methods have resulted in contradictory results (i.e., differences in velocity values)99. Hill DW, Rowell AL. Running velocity at VO2max. Med Sci Sports Exerc. 1996;28:114-9.. Moreover, the protocol selection can influence this measure1010. Machado FA, Kravchychyn AC, Peserico CS, da Silva DF, Mezzaroba PV. Effect of stage duration on maximal heart rate and post-exercise blood lactate concentration during incremental treadmill tests. J Sci Med Sport. 2013;16:276-80.1111. Kuipers H, Rietjens G, Verstappen F, Schoenmakers H, Hofman G. Effects of stage duration in incremental running tests on physiological variables. Int J Sports Med. 2003;24:486-91.. NOAKES et al.22. Noakes TD, Myburgh KH, Schall R. Peak treadmill running velocity during the VO2max test predicts running performance. J Sports Sci. 1990;8:35-45. demonstrated that the SCRIMGEOUR et al.77. Scrimgeour AG, Noakes TD, Adams B, et al. The influence of weekly training distance on fractional utilization of maximum aerobic capacity in marathon and ultramarathon runners. Eur J Appl Physiol. 1986;55:202-9. method, based on peak velocity (Vpeak), performed with an incremental protocol on a treadmill, is capable to predict runners' performance in long distance races (10 to 90 km). Additionally, the authors suggested that muscular factors related to power capacity, and not the cardiovascular system, limited this variable.

The use of Vpeak to monitor athletes' performance during a season has many advantages for coaches and researchers, given that it can be determined without the mask for gas analysis and neither more invasive techniques, such as blood collection (e.g., blood lactate). However, several previous studies have determined the Vpeak with these procedures22. Noakes TD, Myburgh KH, Schall R. Peak treadmill running velocity during the VO2max test predicts running performance. J Sports Sci. 1990;8:35-45.,1212. Scott BK, Houmard JA. Peak running velocity is highly related to distance running performance. Int J Sports Med. 1994;15:504-7.. To the best of authors knowledge, only one study determined the Vpeak with a “clean” protocol (that is, without the mask) and showed a correlation of 0.89 in a 16 km time-trial11. McLaughlin JE, Howley ET, Bassett Jr DR, Thompson DL, Fitzhugh EC. Test of classic model for predicting endurance running performance. Med Sci Sports Exerc. 2010;42:991-7..

The effects of the use of a mask for gas analysis on Vpeak are currently not clear; moreover, there are no information of such apparatus/equipment in other variables like heart rate (HR) and rating of perceived exertion (RPE), in submaximal- and maximal-stages during an incremental protocol. Given that these variables are frequently used for aerobic exercise prescription in different physiologic exercise zones1313. Cunha FA, Farinatti PTV, Midgley AW. Methodological and practical application issues in exercise prescription using the heart rate reserve and oxygen uptake reserve methods. J Sci Med Sport. 2011;14:46-57.1414. Tanaka H, Monahan KD, Seals DR. Age-predicted maximal heart rate revisited. J Am Coll Cardiol. 2001;37:153-6., it is important to understand if there are any differences between a maximum incremental test with and without the gas analysis mask.

Thus, the present study aimed to determine the effects of the use of a gas analysis mask on physiological and perceptual submaximal and maximal variables in response to an incremental protocol. As individuals could increase the degree of vigilance and activation due to the discomfort caused by the gas analysis mask and, that vigilance, specifically, may affect HR1515. Tremayne P, Barry RJ. Elite pistol shooters: physiological patterning of best vs. worst shots. Int J Psychophysiol. 2001;41:19-29., our hypothesis is that the use of a gas analysis mask would alter the cardiovascular system response, increasing the individuals' HR, especially in the submaximal stages.

Method

Participants

Twenty-one runners, aged between 30 to 49 years (age: 41.2 ± 6.9 years; body mass: 75.4 ± 11.4 kg; height: 173.9 ± 7.8 cm; body mass index: 24.8 ± 2.4 kg.m-2 and; VO2max: 54.0 ± 7.6 mL.kg-1. min-1), with running experience in the 5 and 15 km races (average time practice 10.9 ± 11.1 years) participated in the present study. All participants gave their informed consent before the enrollment in the study. The study was approved by the local Ethics Committee (n. 539/2011).

Experimental design

Initially, participants were familiarized with the ergometer (automatic ergometer treadmill, IBRAMED Super ATL, Porto Alegre - Brasil). Then, all participants performed in a randomized order two continuous maximum incremental test, with inclination fixed at 1%, to determine the MAV. Participants were instructed not to feed two hours before tests, abstain from caffeine or alcohol and do not perform any strenuous physical exercise 48 hours before test. A 48-hour interval was allotted between each test.

Maximum oxygen consumption (VO2max) and peak velocity with the mask for gas analysis (Vpeak_C)

Firstly, participants warmed-up for three minutes at 7 km.h-1 on a treadmill. Then, the incremental protocol started at 9 km.h-1 and, the velocity were incremented at 1 km.h-1 every three minutes. The protocol was performed to maximum voluntary exertion and participants were verbally encouraged throughout the test. At the end of each stage, the HR (Polar RS800, Kempele - Finlândia) and RPE on a 6 to 20 Borg scale were recorded1616. Borg GA. Psychophysical bases of perceived exertion. Med Sci Sports Exerc. 1982;14:377-81.. The percentage of maximum heart rate (%HRmax), considered the highest value attained during the incremental test, was also recorded for analysis.

The gas analysis was performed with an open ergoespirometry system Fitmate (COSMED®, Roma - Italy), which provide values regarding the ventilatory and respiratory every 15 seconds. VO2max were considered the maximum value attained during the incremental test. All test were performed until voluntary exertion and participants were verbally encouraged to perform the test as long as possible. To be considered valid, participants must have meet a RPE ≥ 19 on the Borg scale1616. Borg GA. Psychophysical bases of perceived exertion. Med Sci Sports Exerc. 1982;14:377-81..

The Vpeak_C with the gas analysis mask was considered as the maximum running velocity attained during the incremental test. If participant was not able to reach the last stage, Vpeak was estimated based on the partial time in the last attained stage, with the equation proposed by KUIPERS et al.1717. Kuipers H, Verstappen FT, Keizer HA, Geurten P, van Kranenburg G. Variability of aerobic performance in the laboratory and its physiological correlates. Int J Sports Med. 1985;6:197-201.:

Vpeak = vcompleted + t/T*incremental velocity

vcompleted = velocity (km.h-1) in the last completed stage;

t = total time (seconds) in the last incomplete stage;

T = total duration (seconds) of the completed stage (ex.: 180 s);

Incremental velocity = increase velocity rate in each stage (km.h-1).

Determination of peak velocity without gas analysis mask (Vpeak_S)

The Vpeak_S was determined with the same protocol as for the VO2max, however, without the gas analysis mask. Participants were instructed to perform the maximum effort as long as possible. The criteria for Vpeak_S were the same as for the VO2max with gas analysis mask described above.

The Vpeak_S was considered the maximum running velocity attained during the incremental test. If any participant was not able to reach the last stage, the Vpeak_S was calculated with the same criteria adopted for the Vpeak_C according to the KUIPERS et al.1717. Kuipers H, Verstappen FT, Keizer HA, Geurten P, van Kranenburg G. Variability of aerobic performance in the laboratory and its physiological correlates. Int J Sports Med. 1985;6:197-201. equation.

Field test: 10 and 15 km performance

Two field test (i.e., practical test) were performed in order to verify the average velocity of the runners in a 10 and 15 km trials. Similar to the laboratory tests, interval between the two field tests were at least 48 hours apart. The field tests were performed in an official athletics track (400 m) after a 10 minutes warm-up. The mean velocity was calculated according to the total time to complete the test.

Statistical analysis

Data are present as mean ± standard deviation (SD). All data were analyzed with the Statistical Package for the Social Science 13.0 software (SPSS, Inc., USA). Data normality were verified with the Shapiro-Wilk test. The maximum variables (MAV, HRmax and maximum RPE [RPEmax]) as well as the submaximal (HR and RPE in the submaximal stages) were compared with a dependent t-test (i.e., with mask vs. without mask). The correlation between Vpeak_C and Vpeak_S with the performance in the 10 and 15 km trials were performed with Pearson correlation test. Significance level was set at p < 0.05.

Results

The comparison with mask vs. without mask for maximum aerobic velocity (MAV), total incremental test time, maximum heart rate (HRmax) and rating of perceived exertion at the end of the test (RPEmax) are described in TABLE 1. Eighteen out of twenty-one participants showed higher Vpeak_S values as compared with Vpeak_C, just one demonstrated otherwise, while the remaining two presented similar values. The statistical analysis showed Vpeak_S were significantly higher as compared with Vpeak_C (1.9 ± 1.7 %), given that participants remained more time in the Vpeak_S protocol. There were no significant differences for HRmax neither RPEmax.

TABLE 1
Mean ± standard deviation (SD), absolute difference (absolute Diff) and relative difference (relative Diff) for the comparison with mask vs. without mask: maximum aerobic velocity (MAV), incremental test total time, maximum heart rate (HRmax) and rating of perceived of exertion at the end of the test (RPEmax) (n = 21).

TABLE 2, 3 and 4 describes the comparison for submaximal variables: HR, percentage of HR (%HR) and RPE. Data are presented for all stages up to 18 km.h-1, as this represents the last velocity that more than one participant attained.

TABLE 2
Mean ± standard deviation (SD), absolute difference (absolute Diff) and relative difference (relative Diff) for the comparison with mask vs. without mask at stages 9 to 18 km.h−1.
TABLE 3
Mean ± standard deviation (SD), absolute difference (absolute Diff) and relative difference (relative Diff) for the comparison with mask vs. without mask: maximum heart rate percentage (%HR) at stages 9 up to 18 km.h−1.
TABLE 4
Mean ± standard deviation (SD), absolute difference (absolute Diff) and relative difference (relative Diff) for the comparison with mask vs. without mask: rating of perceived exertion (RPE) at stages 9 up to 18 km.h−1.

The with mask group showed higher HR values than the without mask one at stages 9, 10, 11 and 13 km.h-1, with percentage differences for these velocities between 2.0 ± 3.1 % and 4.9 ± 7.4 %. The percentage difference between HR reduced as the test velocity increased, except for the transition between 12 and 13 km.h-1 and 15 and 16 km.h-1.

The comparison for %HR at submaximal stages showed, similar to the HR, significantly higher values for the with mask group as compared with the clean one (i.e., without the mask). However, the differences were observed in more velocities (9, 10, 11, 13, 14, 16 and 17 km.h-1). The percentage differences in %HR between protocols at velocities in which there were statistical differences varied between 0.6 ± 1.3 % and 4.4 ± 7.0 %, whereas the initial stages showed the higher percentage differences.

Regarding RPE at submaximal stages of the incremental test, the only statistical difference observed was at the 10 km.h-1, in which the perception of effort was higher for the gas analysis mask. The range for differences were −1.7 ± 2.9 % to 8.3 ± 4.8 %, whereas the first three stages showed the highest differences (5.4 ± 14.1 %; 8.3 ± 14.8 % and; 4.7 ± 11.9 %, respectively).

The correlation between Vpeak_C and Vpeak_S protocol was 0.98 (p < 0.05). FIGURES 1 and 2 presents the correlation between Vpeak_C and Vpeak_S with the 10 and 15-km performance trials, respectively. It was observed a slightly lower correlation for the Vpeak_C when compared with the Vpeak_S, for the 10 km (r = 0.75 and r = 0.77) and the 15 km trial (r = 0.72 and r = 0.75).

FIGURE 1
Correlation between the Vpeak_S and performance in the 10 km (A) an between the Vpeak_C and the same trial (B) in 21 subjects.
FIGURE 2
Correlation between the Vpeak_S and performance in the 15 km (A) an between the Vpeak_C and the same trial (B) in 21 subjects.

Discussion

The present study aimed to determine the effects of the use or not of the gas analysis mask on physiological and perceptual submaximal and maximal variables in response to an incremental test. The main result was the use of the gas analysis mask reduced Vpeak (i.e., MAV) values, however, it did not influence neither HRmax nor RPEmax. Regarding submaximal variables, HR was mostly influenced at initial stages, in which the gas analysis mask group showed higher HR values. However, expressing HR as percentage (%HR) showed participants remained mostly with higher values at submaximal stages when the gas analysis mask were used. For RPE, there was no significant difference between protocols, except to stage 10 km.h-1, in which the RPE showed higher values for the gas analysis mask as compared with the without mask group. It seems important to highlight RPE values were systematically higher with the use of the mask at all stages, except to stage 12 km.h-1. In addition, Vpeak_S demonstrated a slightly higher correlation with the performance test of 10 and 15 km when compared with Vpeak_C.

Previous studies demonstrated Vpeak is a reliable variable in a test-retest protocol, with high intraclass correlation coefficient and low bias risk1818. Bosquet L, Gamelin FX, Berthoin S. Reliability of postexercise heart rate recovery. Int J Sports Med. 2008;29:238-43.2020. Coen B, Urhausen A, Kindermann W. Individual anaerobic threshold: methodological aspects of its assessment in running. Int J Sports Med. 2001;22:8-16.. However, these studies measured Vpeak in association with VO2max (i.e., using gas analysis mask) and blood collection (i.e., to assess lactate threshold). Only few studies have evaluated the Vpeak with a clean protocol without using any equipment for gas analysis neither blood samples11. McLaughlin JE, Howley ET, Bassett Jr DR, Thompson DL, Fitzhugh EC. Test of classic model for predicting endurance running performance. Med Sci Sports Exerc. 2010;42:991-7. and, to the best of authors knowledge, the specific impact of the use of such equipment associated with Vpeak had not been studied. In light with the results from the present study, it seems interesting to suggest gas analysis mask induce a discomfort to participants, anticipating test interruption, on average, 0.8 ± 0.9 minutes earlier.

It is possible that this discomfort increases the degree of surveillance and participants' activation. Specifically, surveillance seems to alter %HR1515. Tremayne P, Barry RJ. Elite pistol shooters: physiological patterning of best vs. worst shots. Int J Psychophysiol. 2001;41:19-29.; thus, the responses induced by the discomfort associated with the use of the mask could explain the HR and %HRmax during submaximal stages of the incremental test. Apparently, the use of the gas analysis mask stimulates the cardiovascular response, increasing participants' HR and %HRmax, particularly at the initial submaximal stages of the incremental test. The differences in %HRmax during the final submaximal stages may be explained by differences in HRmax response between protocols. Although not statistically significant, the average HRmax was 0.9 ± 4.9 bpm lower without the mask as compared with the use of the mask.

Albeit HR during exercise be determined by neural mechanism related to the sympathetic nervous system activity2121. European Society of Cardiology. North American Society of Pacing and Electrophysiology. Heart rate variability: standards measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation. 1996;93:104-6., the mechanisms associated with the earlier effort interruption, due to the uncomfortable perception induced by the mask, needs further elucidation. Although the perceived of exertion during exercise be regulated by central mechanisms2222. Marcora S. Perception of effort during exercise is independent of afferent feedback from skeletal muscles, heart, and lungs. J Appl Physiol. 2009;106:2060-2., SMIRMAUL2323. Smirmaul BPC. Sense of effort and other unpleasant sensations during exercise: clarifying concepts and mechanisms. Br J Sports Med. 2012;46:308-11. suggests that other unpleasant sensations, such as temperature and pain, may influence the afferent sensorial response. Thus, it is possible that the discomfort induced by the mask was associated with an efferent sensorial response.

Previous studies suggest that HR at submaximal stages has a high reliability; however, their values tend to be lower in the re-test2020. Coen B, Urhausen A, Kindermann W. Individual anaerobic threshold: methodological aspects of its assessment in running. Int J Sports Med. 2001;22:8-16.,2424. Strupler M, Mueller G, Perret C. Heart rate-based lactate minimum test: a reproducible method. Br J Sports Med. 2009;43:432-6.2626. Heitkamp H, Holdt M, Sceib K. The reproducibility of a 4 mmol. L-1 lactate threshold in trained and untrained women. Int J Sports Med. 1991;12:363-8., possibly due to a subjects' familiarization to the protocol2525. Grant S, McMillan K, Newell J, et al. Reproducibility of the blood lactate threshold, 4 mmol. l marker, heart rate and ratings of perceived exertion during incremental treadmill exercise in humans. Eur J Appl Physiol. 2002;87:159-66.. Nevertheless, in the present study, the tests protocols (i.e., with or without the mask) were performed in a randomized order, reducing potential bias associated with this factor.

On the other hand, except for the 10 km.h-1 stage, RPE responses were not statistically different between protocols. Given that RPE has some reliability issues as previously demonstrated2525. Grant S, McMillan K, Newell J, et al. Reproducibility of the blood lactate threshold, 4 mmol. l marker, heart rate and ratings of perceived exertion during incremental treadmill exercise in humans. Eur J Appl Physiol. 2002;87:159-66., 2727. Roffey DM, Byrne NM, Hills AP. Effect of stage duration on physiological variables commonly used to determine maximum aerobic performance during cycle ergometry. J Sports Sci. 2007;25:1325-35.2828. Lamb KL, Eston RG, Corns D. Reliability of ratings of perceived exertion during progressive treadmill exercise. Br J Sports Med. 1999;33:336-9., it is hard to drawn precise conclusions regarding the effects of the use or not of the mask on this variable. We highlight, however, that for most of the submaximal loads, the RPE values tended to be higher in the mask protocol as compared with the without mask one.

Previous studies demonstrated that the Vpeak predicts performance in middle and long distance races11. McLaughlin JE, Howley ET, Bassett Jr DR, Thompson DL, Fitzhugh EC. Test of classic model for predicting endurance running performance. Med Sci Sports Exerc. 2010;42:991-7., 1212. Scott BK, Houmard JA. Peak running velocity is highly related to distance running performance. Int J Sports Med. 1994;15:504-7., 2929. Machado FA, Kravchychyn AC, Peserico CS, da Silva DF, Mezzaroba PV. Incremental test design, peak ‘aerobic’ running speed and endurance performance in runners. J Sci Med Sport. 2013;16:577-82., especially if evaluated with a three minutes protocol2929. Machado FA, Kravchychyn AC, Peserico CS, da Silva DF, Mezzaroba PV. Incremental test design, peak ‘aerobic’ running speed and endurance performance in runners. J Sci Med Sport. 2013;16:577-82.. In the present study, Vpeak_S assessed with a “clean” protocol (no mask for gas analysis) showed slightly higher correlations with the 10 and 15 km trials performance when compared with the Vpeak_C, highlighting the importance to use protocols with similar characteristics to evaluate the MAV.

Although the lactate concentrations is considered the gold-standard method to determine the anaerobic threshold3030. Beneke R, Leithäuser RM, Ochentel O. Blood lactate diagnostics in exercise testing and training. Int J Sports Physiol Perform. 2011;6:8-24., the present study could not verify the effects of the mask on this parameter. This was mainly due to the characteristics of the clean protocol to assess Vpeak used herein. In this sense, the analysis of the lactate threshold would compromised the protocol characteristics. Even though, future studies should investigate the effects of the gas analysis mask on the lactate concentrations, as well as its respective threshold, given that this is a common practice utilized to optimize participants' assessment. We also suggest the necessity to investigate the possible effects of the mask between the running velocity and HR and, its precision on training prescription, that usually is performed without the mask. In other words, training velocity determined without the mask may underestimate the velocity at a specific HR target zone, if prescription was based on a protocol with the gas analysis mask.

Therefore, we concluded that Vpeak is reduced due to the use of the gas analysis mask and, that HR and %HR in submaximal stages are higher owing to the use of such equipment, especially in the first stages of the incremental test. Additionally, Vpeak_S showed slightly higher correlations with the 10 and 15 km trials performance when compared with the Vpeak_C, suggesting the use of these protocols to assess athletes' performance throughout competitive season.

Acknowledgments

The authors are grateful to the Ger-Ar Med for the gas analyzer. We are also grateful to CAPES for the scholarships.

Referências

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    Kuipers H, Rietjens G, Verstappen F, Schoenmakers H, Hofman G. Effects of stage duration in incremental running tests on physiological variables. Int J Sports Med. 2003;24:486-91.
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    Scott BK, Houmard JA. Peak running velocity is highly related to distance running performance. Int J Sports Med. 1994;15:504-7.
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    Cunha FA, Farinatti PTV, Midgley AW. Methodological and practical application issues in exercise prescription using the heart rate reserve and oxygen uptake reserve methods. J Sci Med Sport. 2011;14:46-57.
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    Tanaka H, Monahan KD, Seals DR. Age-predicted maximal heart rate revisited. J Am Coll Cardiol. 2001;37:153-6.
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    Tremayne P, Barry RJ. Elite pistol shooters: physiological patterning of best vs. worst shots. Int J Psychophysiol. 2001;41:19-29.
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    Borg GA. Psychophysical bases of perceived exertion. Med Sci Sports Exerc. 1982;14:377-81.
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    Kuipers H, Verstappen FT, Keizer HA, Geurten P, van Kranenburg G. Variability of aerobic performance in the laboratory and its physiological correlates. Int J Sports Med. 1985;6:197-201.
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    Bosquet L, Gamelin FX, Berthoin S. Reliability of postexercise heart rate recovery. Int J Sports Med. 2008;29:238-43.
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    Harling SA, Tong RJ, Mickleborugh TD. The oxygen uptake response running to exhaustion at peak treadmill speed. Med Sci Sports Exerc. 2003;35:663-8.
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    Coen B, Urhausen A, Kindermann W. Individual anaerobic threshold: methodological aspects of its assessment in running. Int J Sports Med. 2001;22:8-16.
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    European Society of Cardiology. North American Society of Pacing and Electrophysiology. Heart rate variability: standards measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation. 1996;93:104-6.
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    Marcora S. Perception of effort during exercise is independent of afferent feedback from skeletal muscles, heart, and lungs. J Appl Physiol. 2009;106:2060-2.
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    Smirmaul BPC. Sense of effort and other unpleasant sensations during exercise: clarifying concepts and mechanisms. Br J Sports Med. 2012;46:308-11.
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    Strupler M, Mueller G, Perret C. Heart rate-based lactate minimum test: a reproducible method. Br J Sports Med. 2009;43:432-6.
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    Grant S, McMillan K, Newell J, et al. Reproducibility of the blood lactate threshold, 4 mmol. l marker, heart rate and ratings of perceived exertion during incremental treadmill exercise in humans. Eur J Appl Physiol. 2002;87:159-66.
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    Heitkamp H, Holdt M, Sceib K. The reproducibility of a 4 mmol. L-1 lactate threshold in trained and untrained women. Int J Sports Med. 1991;12:363-8.
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    Roffey DM, Byrne NM, Hills AP. Effect of stage duration on physiological variables commonly used to determine maximum aerobic performance during cycle ergometry. J Sports Sci. 2007;25:1325-35.
  • 28
    Lamb KL, Eston RG, Corns D. Reliability of ratings of perceived exertion during progressive treadmill exercise. Br J Sports Med. 1999;33:336-9.
  • 29
    Machado FA, Kravchychyn AC, Peserico CS, da Silva DF, Mezzaroba PV. Incremental test design, peak ‘aerobic’ running speed and endurance performance in runners. J Sci Med Sport. 2013;16:577-82.
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    Beneke R, Leithäuser RM, Ochentel O. Blood lactate diagnostics in exercise testing and training. Int J Sports Physiol Perform. 2011;6:8-24.

Publication Dates

  • Publication in this collection
    Jul-Sep 2016

History

  • Received
    15 Mar 2014
  • Accepted
    09 June 2015
Escola de Educação Física e Esporte da Universidade de São Paulo Av. Prof. Mello Moraes, 65, 05508-030 São Paulo SP/Brasil, Tel./Fax: (55 11) 3091 3147 - São Paulo - SP - Brazil
E-mail: reveefe@usp.br