JSSMJournal of Sports Science and MedicineJ Sports Sci & Med1303-2968Uludag Universityjssm-14-372Research articleMaximal Oxygen Uptake cannot be Determined in the Incremental Phase of The Lactate Minimum Test on a Cycle ErgometerMiyagiWillian Eiji13
Willian Eiji MIYAGI
Employment
MSc student in Motricity Sciences at UNESP - Univ Estadual Paulista/ Rio Claro, SP.
Degree
BSc
Research interests
Sport and exercise physiology, sports performance.
E-mail:wemiyagi@hotmail.com
MaltaElvis de Souza13
Elvis de Souza MALTA
Employment
MSc student in Motricity Sciences at UNESP - Univ Estadual Paulista/ Rio Claro, SP
Degree
BSc
Research interests
Sport and exercise physiology, sports performance.
E-mail:elvismalta@hotmail.com
ZagattoAlessandro Moura23✉
Alessandro Moura ZAGATTO
Employment
Assistant Professor at UNESP - Univ Estadual Paulista / Bauru, SP.
Degree
PhD
Research interests
Sport and exercise physiology, sports performance.
The aim of this study was to investigate the maximal oxygen uptake (VO2MAX) determined using the incremental phase of the lactate minimum test (LM) on a cycle ergometer. Fifteen trained men were submitted to a graded exercise test (GXT) to evaluate the VO2MAX and LM. The total durations of the GXT and LM were 11.2±1.8 minutes (CI95%:10.2-12.3 minutes) and 25.3±3.2 minutes (CI95%:23.5-27.0), respectively. For the variables measured at exhaustion in both the GXT and LM, the oxygen uptake (54.6 ± 8.1 ml·kg−1·min−1vs 50.0 ± 7.7 ml·kg−1·min−1), carbon dioxide production (66.1 ± 7.5 ml·kg−1·min−1vs 50.4 ± 8.0 ml·kg−1·min−1), ventilation (153.9 ± 19.0 L·min−1vs 129.9 ± 22.9 L·min−1), respiratory exchange ratio (1.22 ± 0.10 vs1.01 ± 0.05), maximal power output achieved (331.6 ± 45.8 W vs 242.4 ± 41.0 W), heart rate (183.1 ± 6.9 bpm vs175.9 ± 10.6 bpm) and lactate (10.5 ± 2.3 mmol·L−1vs 6.6 ± 2.2 mmol·L−1) were statistically lower in the LM (p < 0.05). However, the values of rating of perceived exertion (17.6 ± 2.5 for GXT and 17.2 ± 2.3 for LM) did not differ (ES = 0.12 and CV = 7.8%). There was no good agreement between the values of the VO2MAX from the GXT and VO2PEAK from the LM, as evidenced in the Bland-Altman plot (4.7 ml·kg−1·min−1 and 0.34 L·min−1 of mean differences, respectively), as well as the high values of the upper and lower limits of agreement. We conclude that the VO2PEAK values obtained in the incremental phase of the LM underestimate the VO2MAX.
Key points
The VO2MAX is not attained during the incremental phase of the lactate minimum test;
The physiological responses at exhaustion during LM are not similar to physiological responses measured during GXT;
There is a weak agreement between the peak VO2 measured at exhaustion during LM and the VO2MAX measured during GXT.
Key wordsMaximal aerobic poweraerobic capacityaerobic and anaerobic fitnessIntroduction
The lactate minimum test (LM) is considered a valid protocol for estimating the maximal lactate steady state (MLSS) intensity in only one test session (Bacon and Kern, 1999; MacIntosh et al., 2002; Tegtbur et al., 1993; Simoes et al., 1999; Svedahl and MacIntosh, 2003). The LM is comprised of an intense effort to hyperlactatemia induction, followed by a brief recovery period (i.e., ~ 8 min) and finally an incremental exercise phase. Therefore, during the hyperlactatemia induction phase, the LM allows the use of either an anaerobic test and consequently measurement of anaerobic power/capacity (Dantas De Luca et al., 2003; Zagatto et al., 2004; Pardono et al., 2008; Zagatto et al., 2014) or a graded exercise test (GXT) and the measurement of maximal oxygen uptake (VO2MAX) and maximal aerobic power (Johnson and
Sharpe, 2011; Johnson et al., 2009). However, some studies report that one should be cautious in the choice of the hyperlactatemia induction mode (Johnson et al., 2009; Zagatto et al., 2014),as it can influence determination of lactate minimum intensity and physiological responses at lactate minimum intensity.
In addition, some studies have related the possibility of obtaining indices of maximal aerobic power (i.e., VO2MAX and the intensity associated with VO2MAX) during the incremental phase of the LM (Dantas De Luca et al., 2003; Simoes et al., 2003). In this way, the application of a procedure for assessing anaerobic fitness using hyperlactatemia induction would be possible, as well as the determination of VO2MAX and the lowest intensity where the VO2MAX is reached (iVO2MAX) during the incremental phase of the LM. This possibility makes the LM even more attractive for application in the training routines of athletes, because it would enable determination of anaerobic fitness during the induction phase and aerobic endurance, VO2MAX and iVO2MAX, during the incremental exercise phase.
However, none of these studies (Dantas De Luca et al., 2003; Simoes et al., 2003) performed analysis to confirm whether the individuals actually reached VO2MAX during the GTX, such as attaining the oxygen uptake plateau (VO2), maximum heart rate achieved (HR), respiratory exchange ratio (RER) or peak lactate values (Mier et al., 2012; Midgley and Carroll, 2009; Howley et al., 1995). In addition, it has been recommended that progressive protocols for measuring the VO2MAX should have a length of around 10-12 minutes. This recommendation is due to evidence of a possible underestimation of VO2MAX values when using protocols of shorter or longer duration (Buchfuhrer et al., 1983; Yoon et al., 2007). Thus, the possibility of measuring the VO2MAX in the incremental phase of the LM is still not well established and needs further comparisons.
Therefore, the aim of this study was to investigate VO2MAX determination using the incremental phase of the LM on a cycle ergometer. Considering the findings of the studies that verified the possibility that VO2MAX can be obtained in a progressive test even after induction of lactic acidosis (Simoes et al., 2003; Dantas De Luca et al., 2003), we compared the highest VO2 value measured in the incremental phase of LM with the VO2MAX determined during the GXT. As a hypothesis, we expected similar VO2 values from both tests as reported in the literature.
MethodsSubjects
Fifteen healthy trained men (twelve cyclists and three triathletes, aged 31 ± 6 years, height of 1.74 ± 0.07 m, body weight of 74.5 ± 9.9 kg, body mass index of 24.4 ± 2.6 kg·m−2), with a weekly training volume of between 200 and 400 km, voluntarily participated in the study. The sample size was calculated based on the similarity between values of peak oxygen consumption (VO2-PEAK) obtained in the incremental test performed with and without an effort to induce hyperlactatemia, as well as their correlation of 0.80 and 95% of test power, which resulted in a minimum sample size of ten participants. The sample size was calculated using G*Power 3.0.10 software, (G*Power, Franz Faul, Germany). All participants were informed about the possible risks and benefits of the study procedures and were only eligible for participation in the study after signing a written consent form. All procedures were approved by the Ethics Committee in Research of the Federal University of Mato Grosso do Sul (UFMS) (Process no. 1979/201) and were conducted according to the Declaration of Helsinki.
Experimental design
The subjects were instructed to avoid caffeine and alcohol during the evaluation period and not to perform strenuous exercise for at least 24 hours prior to each session.
All procedures were performed on an electromagnetic cycle ergometer (Ergoline ER 900, JAEGER, Germany), except for the Wingate test, which was conducted on a mechanically braked cycle ergometer (Biotec, CEFISE, Brazil). Participants performed two visits to the laboratory and were submitted to the graded exercise test (GXT) and lactate minimum test (LM), respectively. Prior to the two tests, a warm up lasting five minutes was performed at 75W, where the subjects were instructed to choose a cadence of their choice (75-90 rpm), which was standardized for both tests. These procedures were applied with a minimum interval of 48 hours.
During the GXT and the LM, the oxygen uptake (VO2), carbon dioxide production (VCO2), pulmonary ventilation (VE) and respiratory exchange ratio (RER) were measured breath-to-breath through a stationary gas analyzer (Quark PFT, COSMED, Rome, Italy). The gas analyzer was calibrated using known sample gases (3.98% CO2 and 16.02% O2) and a pneumotachograph through a 3-liter syringe (Hans Rudolf, Kansas City, Missouri, USA), as recommended by the manufacturer. For the analysis of respiratory variables, data were smoothed each 5 points and interpolated each 1 second for the elimination of outlying data, as suggested by Ozyener et al. (2001). The heart rate (HR) was measured using a transmitter belt coupled to the gas analyzer. The Borg scale (6-20) was used to assess the rating of perceived exertion (RPE) which was measured at the end of each exercise stage of the incremental phase of the LM and GXT. In order to determine the starting values of VO2, VCO2, VE, HR and RER before the two tests (VO2-START, VCO2-START, VE-START, HRSTART and RERSTART, respectively), the average of 20 seconds immediately prior to the onset testing was determined. In the same way, the values at exhaustion for VO2, VCO2, VE, HR and RER (VO2-PEAK, VCO2-PEAK, VE-PEAK, HRPEAK and RERPEAK) were considered as the highest average of the last 20 seconds of each incremental exercise stage (Poole et al., 2008).
For determination of blood lactate concentrations during the LM, blood samples from the earlobe were collected immediately after each stage of the incremental phase using a heparinized capillary and transferred to Eppendorf tubes containing 50µl of 1% sodium fluoride (NaF) for further analysis in an electrochemical lactate analyzer YSI 1500 Sport (Yellow Springs Instruments, USA). Blood samples were collected immediately prior to the GXT and LM for determination of lactate concentrations (LACSTART), and also at 5 and 7 minutes after the GXT and LM to determine the peak lactate concentration (LACPEAK).
Graded Exercise Test (GXT)
The GXT was performed five minutes after the warm up, with an initial intensity of 75W and 25W increments each minute until volitional exhaustion or until the subject could not maintain the pre-stipulated cadence.
The first ventilatory threshold (VT1) corresponded to the intensity at which the ventilatory equivalent of oxygen (VE/VO2) systematically increased without a concomitant increase in the ventilatory equivalent of carbon dioxide (VE/VO2), while the second ventilatory threshold (VT2) corresponded to the intensity at which there was a concomitant increase in both VE/VO2and VE/VCO2 (Dekerle et al., 2003).
The highest average VO2 of the last 20 seconds of each stage was considered as VO2MAX, as long as at least two of the following criteria were observed: the VO2 plateau (variation in the VO2 < 2.1 ml·kg−1·min−1 between the last and the penultimate exercise stage); HR maximal (HRMAX) ≥ 90% of the HRMAX predicted for age. (220 - age); RER ≥ 1.10 and LACPEAK ≥ 8.0 mmol·L−1, as suggested by Howley and colleagues (Howley et al., 1995).If at least two VO2MAX criteria were not observed, the GXT was applied again. The maximum power output achieved (POPEAK) in the GXT was considered as the greatest intensity performed in a completed stage. When exhaustion occurred prior to the completion of a full exercise stage; the POPEAK was calculated as suggested by Kuipers et al. (1985). The POPEAK of GXT was used to calculate the initial intensity and rate of incremental effort in the LM.
Lactate minimum test (LM)
Initially, the Wingate test was used as the hyperlactatemia induction mode, which corresponded to a maximal effort lasting 30 seconds with a workload equivalent to 7.5% of body mass (Bar-Or, 1987). The power peak (PP), PP relative to body mass, mean power (MP), MP relative to body mass and fatigue index (FI) were calculated.
After eight minutes of passive recovery, the incremental phase was initiated with an initial intensity corresponding to 35% of the POPEAK measured during the GXT with increments of 5% of the POPEAK of GXT every 3 minutes until exhaustion (Zagatto et al., 2014).The highest intensity of exercise performed in the incremental phase of the LM was calculated using the same procedure described for the GXT.
The intensity of the LM was considered as the point where the lowest lactate value was observed using a second order polynomial function fitting blood lactate to power. In the second order polynomial function, fitting the blood lactate versus power output curve for the lactate minimum intensity determination, the fits were only considered valid with an a value > 0 (i.e., second order polynomial equation) and determination coefficients (R2) higher than 0.80, as suggested by De Araujo et al. (2007).
Statistical analysis
Data are presented as means, standard deviations (SD) and 95% confidence intervals (CI 95%). In order to verify data normality, the Shapiro-Wilk’s test was used. For comparison of respiratory variables measured immediately before the two tests (GXT and LM) and at the moment of exhaustion the paired t-test, effect size (ES) (Cohen, 1988) and coefficient of variation (CV) of the difference were used. The analysis of variance (ANOVA) for repeated measures was used to compare the intensities of VT1, VT2and LM. The Pearson correlation was adopted to verify the level of association and the Bland-Altman plot was used to verify the level of agreement between the VO2 values obtained at the exhaustion moment of the GXT (VO2MAX) and LM (VO2-PEAK). In all cases a significance level of p < 0.05 was assumed. Statistical analyses were performed using the software package SPSS version 16.0 (SPSS Inc., Chicago, IL, USA).
Results
The total duration of the GXT was 11.2 ± 1.8 minutes (CI95%: 10.2-12.3 minutes), while the incremental phase of LM was 25.3±3.2 minutes (CI95%: 23.5-27.0). In all subjects at least two criteria for confirmation of the VO2MAX were verified in the GXT, hence the application of a further test was not required.
The PP, PP relative to body mass, MP, MP relative to body mass and FI from the Wingate test were 916.5 ± 139.5 W (CI95%: 839.2-993.7 W), 12.3 ± 0.9 W·kg−1 (CI95%: 11.8-12.7 W), 708.8 ± 119.4 W (CI95%: 642.6-774.9 W), 9.5 ± 0.8 W·kg−1 (CI95%: 9.0-9.9 W) and 44.6 ± 8.1% (CI95%: 40.1-49.0%), respectively. The LM intensity corresponded to 189.0 ± 26.7 W (CI95%: 174.2-203.8 W) and expressed relative to the POPEAK of the GXT corresponded to 57.0 ± 2.3% (CI95%: 55.7-58.3%).
The LM intensity was higher than the VT1 (173.2 ± 30.2 W; CI95%: 155.8-190.6 W) but lower than the VT2 (259.7 ± 51.7 W; CI95%: 231.1-288.3 W) (F(2,26) = 81.771; p < 0.0001; ES=0.86 and statistical power = 100%), although it was statistically correlated with both VT1 and VT2 (r = 0.86 and 0.92, respectively; p < 0.001).
The values of the respiratory parameters (VO2, VCO2, VE, HR and RER and RER), heart rate and blood lactate concentration measured immediately before the GXT and LM are presented in Table 1. The VO2-START, VCO2-START, VE-START, HRSTART, HR expressed relative to HRMAX from the GXT (HR%MAX-START) and LACSTART were higher at the beginning of the LM compared with the same period of the GXT (p < 0.05), except for RERSTART which did not differ. In addition, in general the effect sizes verified were considered very large (ES around 0.66 to 3.00), as well as high coefficients of variation (CV > 11%). No correlations were observed between the resting values of the GXT and LM measured immediately before the GXT and LM (Table 1).
For the variables measured at exhaustion (Table 2), the respiratory variables, POPEAK, HRPEAK and HR expressed relative to HRMAX from the GXT (HR%MAX-PEAK) and LACPEAK were statistically lower in the LM compared to the GXT (p < 0.05), with very large effect sizes (ES 0.50 to 2.80) and coefficients of variation (CV around 3.1 to 22.2%). However, the values of RPE did not differ (ES = 0.166 and CV = 7.8%). There was no good agreement between the values of the VO2MAX from the GXT and VO2-PEAK from the LM both in absolute values and relative to body mass, as evidenced by the distance between zero and the mean of the differences, 4.7 ml·kg−1·min−1and 0.34 L·min−1, respectively. Moreover, high values of upper and lower limits of agreement were observed, reinforcing the weak agreement between values (Figure 1).
Discussion
The main finding of this study was the significant difference found between VO2-PEAK assessed during the incremental phase of the LM and the VO2MAX measured during a robust GXT, rejecting our initial hypothesis. The GXT protocol used to evaluate the VO2MAX followed the main recommendations in the literature, refuting previous findings from other authors which suggested the incremental phase of the lactate minimum as being able to measure this physiological variable (Simoes et al., 2003; Dantas De Luca et al., 2003).
Simoes et al. (2003) compared the metabolic and ventilatory responses during an LM (hyperlactatemia induction performed with a Wingate test) and individual anaerobic threshold (IAT) tests. The incremental phase of the LM test and the IAT were performed identically and the VO2MAX was not significantly different. With the same goal, Dantas de Luca et al. (2003) investigated the possibility of determining VO2-PEAK in the LM test on a cycle ergometer comparing two identical incremental tests with and without hyperlactatemia induction. Similar values were observed in both the LM and the incremental test without hyperlactatemia induction. However, in neither the study by Simoes et al. (2003) or that of Dantas de Luca et al. (2003), which compared the VO2 measured at exhaustion during an incremental test with and without hyperlactatemia induction, was an insightful analysis conducted to confirm the determination of the VO2MAX. In addition, the length of the incremental test without hyperlactatemia induction in both studies was longer than recommended in the literature for progressive tests to evaluate VO2MAX (10 ± 2 minutes). This long lasting protocol may have led to underestimated values of VO2MAX (Buchfuhrer et al., 1983) and was probably also observed in the present study since the LM lasted for around 25 minutes. In addition, Zagatto et al. (2014) described that the mode of hyperlactatemia induction modifies the performance and physiological responses in the LM mainly due to the pronounced acidosis, such as found after a Wingate test.
It is noteworthy that the duration of the incremental stages of the LM is at least three minutes due to the necessity of analysis of the slow kinetics of blood lactate, resulting in a long incremental protocol for assessment of the VO2MAX. In longer, compared to shorter progressive protocols for assessment of the VO2MAX, underestimation of the VO2MAX values may occur as a result of a complication in the oxygen transport due to an increase in core temperature, increasing the peripheral vasodilatation and decreasing venous return and the ejection volume (Astorino et al., 2004; Yoon et al., 2007). Thus, VO2MAX determined through the incremental phase of the LM must be evaluated with care and is not possible with this approach.
Similar to the results reported by Dantas de Luca et al. (2003), in the present study higher values of VO2-START were observed in the LM compared to the GXT. This high metabolic rate after hyperlactatemia induction might be related to phosphocreatine and ATP resynthesis, replenishment of oxygen from the blood and muscle and lactate removal (Gaesser and Brooks, 1984; Borsheim and Bahr, 2003). In addition, this increase in VO2 after an intense effort can also be explained by increased body temperature, ventilation and circulation (Borsheim and Bahr, 2003). These explanations are supported by the highest VE-START and HRSTART in this study (Table 1), so that the high VE at the beginning of the test could also be related to the mechanism of hyperventilation in response to acidosis caused by the intense effort performed in the hyperlactatemia induction phase (Dantas De Luca et al., 2003), resulting in an increased VCO2.
The LM requires an effort intense enough to induce high levels of blood lactate, which requires a large energy demand of the anaerobic pathways. However, although the effort used in this study (i.e., Wingate test) has a significant contribution from the anaerobic lactic metabolism (Beneke et al., 2002), it appears to be too short to contribute significantly to the depletion in muscle glycogen stores. Moreover, the difference in the pattern of increments in the two tests (1min vs 3min) requires that the individual supports each stage of exercise for a longer period in the LM compared to the GXT, requiring a greater contribution of the anaerobic lactic metabolism and consequently, affecting ability to endure high intensities in the incremental phase. This information is also supported by the low values of RERPEAK, HRPEAK and LACPEAK after LM and similar values for RPEPEAK (Table 2), indicating that exhaustion occurred prior to obtaining the maximum physiological stress and probably due to depleting energy substrate, which occurs owing to test duration. Furthermore, these factors related to energy substrate depletion and the pattern of increment in the exercise stages could explain the observation of lower VO2-PEAK in the LM compared to VO2-PEAK in the GXT and the strong correlations between these variables (Table 2), as well as the low level of reproducibility and agreement (Figure 1).
Similar to the physiological variables, in the present study the largest values for POPEAK were observed in the GXT compared to the LM and the strongest correlations between them (Table 2). The exercise intensity peak obtained in the incremental test has been shown to be highly reproducible and has the ability to predict the average power in both time-trial cycling (Balmer et al., 2000) and running performances over 5 and 10 km (Machado et al., 2013). However, the reproducibility and validity of this parameter as a performance indicator is likely to be dependent on the duration of the exercise stages in the incremental protocol (Machado et al., 2013; Bentley and McNaughton, 2003). In our study, the tests (GXT vs LM) had different stage durations (1min vs 3min), so that they were similar to other protocols used in studies that found no differences in VO2-PEAK, but the intensity peak of the incremental test was higher in shorter protocols (Bentley and McNaughton, 2003; Bishop et al., 1998; Roffey et al., 2007). Furthermore, as previously reported, our results indicate that the individuals do not appear to have reached a maximum physiological stress in the LM and therefore, the assessment of higher intensity reached in the incremental test of the LM should be interpreted and used with caution.
The LM intensity was statistically higher than the VT1 but lower than the VT2. The LM is considered to represent the VT2 and therefore a value higher than VT1 is expected. However, a value lower than VT2 could be attributed to differences in the incremental protocol. In the current study, the GXT was designed to accurately measure the VO2MAX. There are several studies in the literature affirming that the design of the graded exercise test can affect VT2 (Bentley and McNaughton 2003), such as Bentley and McNaughton (2003) who described that VT2 intensity is altered according to stage duration of the graded exercise test in cycling. In addition, LM intensity allows estimation of the maximal exercise intensity at which a blood lactate equilibrium occurs, and therefore the comparison of LM with MLSS seems be more highly recommended, mainly based on the significant difference between MLSS intensity and VT2.To reinforce this affirmation, recently Keir et al. (2015) reported that MLSS intensity and VT2 intensity were statistically different but that oxygen uptake at MLSS and VT2 did not differ, suggesting that they may manifest similar physiological phenomenon.
A possible limitation of this study is the duration of the incremental phase of the LM employed (25.3 ± 3.2 minutes). In order to develop the LM protocol the success rate found for determining lactate minimum intensity with a greater number of points before the derived zero was taken into account (Miyagi et al., 2013), which generated the expected number of points. However, the increment in the LM is lower than in the GXT (25W vs 5% of the POPEAK from GXT), which together with the length of each stage (3 min), results in a large difference in the metabolic demand of each stage of exercise, influencing the maximum intensity achieved and also in obtaining a maximum physiological stress in the LM. Thus, further investigations on the modification in the pattern of increments in LM (i.e., shorter protocols) are required to verify the possibility of determining the VO2MAX in the incremental phase, although such changes do not influence the main objective of this evaluation protocol, which was aerobic capacity determination.
As a practical application, the LM can be considered advantageous because it allowed the aerobic (i.e., lactate minimum intensity) and anaerobic indices (i.e., peak power, mean power and fatigue index) to be obtained in the same session. In athletes, simultaneous evaluation of aerobic and anaerobic parameters in training routines provides an insight into performance and adaptation to training (Hasanli et al., 2014).The literature has shown that the evaluator can choose either an evaluation of anaerobic fitness or GXT to determine VO2MAX during the hyperlactatemia induction phase of the LM test (Pardono et al., 2008; Johnson et al., 2009). However, our findings suggest that the incremental phase will only allow the determination of aerobic capacity (i.e., lactate minimum intensity) and not VO2MAX.
Conclusion
Therefore, from the results of the present study it is concluded that the VO2-PEAK values obtained in the incremental phase of the LM underestimate VO2MAX. Therefore, it is not possible to evaluate this indicator of aerobic power in the incremental phase of the LM.
Acknowledgments
The authors would like to thank Jorge Vieira de Mello Leite and Priscilla Gois Basilio for their help in data collection.
ReferencesAstorinoT.A.RietschelJ.C.TamP.A.TaylorK.JohnsonS.M.FreedmanT.P.SakaryaC.E. (2004) Reinvestigation of optimal duration of VO2max testing. Journal of Exercise Physiology online7(6), 8.BaconL.KernM. (1999) Evaluating a test protocol for predicting maximum lactate steady state. The Journal of Sports Medicine and Physical Fitness39(4), 300-308.BalmerJ.DavisonR.C.BirdS.R. (2000) Peak power predicts performance power during an outdoor 16.1-km cycling time trial. Medicine and Science in Sports and Exercise32(8), 1485-1490.Bar-OrO. (1987) The Wingate anaerobic test. An update on methodology, reliability and validity. Sports Medicine4(6), 381-394.BenekeR.PollmannC.BleifI.LeithauserR. M.HutlerM. (2002) How anaerobic is the Wingate Anaerobic Test for humans?European Journal of Applied Physiology87(4-5), 388-392.BentleyD.J.McNaughtonL.R. (2003) Comparison of W(peak), VO2(peak) and the ventilation threshold from two different incremental exercise tests: relationship to endurance performance. Journal of Science and Medicine in Sport6(4), 422-435.BishopD.JenkinsD.G.MackinnonL.T. (1998) The effect of stage duration on the calculation of peak VO2 during cycle ergometry. Journal of Science and Medicine in Sport1(3), 171-178.BorsheimE.BahrR. (2003) Effect of exercise intensity, duration and mode on post-exercise oxygen consumption. Sports Medicine33(14), 1037-1060.BuchfuhrerM.J.HansenJ.E.RobinsonT.E.SueD.Y.WassermanK.WhippB.J. (1983) Optimizing the exercise protocol for cardiopulmonary assessment. Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology55(5), 1558-1564.CohenJ. (1988) Statistical power analysis for the behavioral sciences. 2nd edition. Hillsdale, N.J.: L. Erlbaum Associates.Dantas De LucaR.RochaR.BuriniR. C.CoelhoGreco C.DenadaiB.S. (2003) The lactate minimum test protocol provides valid measures of cycle ergometer VO(2)peak. The Journal of Sports Medicine and Physical Fitness43(3), 279-284.de AraujoG.G.PapotiM.ManchadoFde B.de MelloM.A.GobattoC.A. (2007) Protocols for hyperlactatemia induction in the lactate minimum test adapted to swimming rats. Comparative Biochemistry and Physiology part A Molecular & Integrative Physiology148(4), 888-892.DekerleJ.BaronB.DupontL.VanvelcenaherJ.PelayoP. (2003) Maximal lactate steady state, respiratory compensation threshold and critical power. European Journal of Applied Physiology89(3-4), 281-288.GaesserG.A.BrooksG.A. (1984) Metabolic bases of excess post-exercise oxygen consumption: a review. Medicine and Science in Sports and Exercise16(1), 29-43.HasanliM.NikooieR.AvesehM.MohammadF. (2014) Prediction of aerobic and anaerobic capacities of elite cyclists from changes in lactate during isocapnic buffering phase. The Journal of Strength Conditioning Research29(2), 321-329.HowleyE. T., BassettD. R.Jr.WelchH. G.1995. Criteria for maximal oxygen uptake: review and commentary. Medicine and Science in Sports and Exercise, 27(9), 1292-1301.JohnsonM.A.SharpeG.R. (2011) Effects of protocol design on lactate minimum power. International Journal of Sports Medicine32(3), 199-204.JohnsonM.A.SharpeG.R.BrownP.I. (2009) Investigations of the lactate minimum test. International Journal of Sports Medicine30(6), 448-454.KeirD.A.FontanaF.Y.RobertsonT.C.MuriasJ.M.PatersonD.H.KowalchukJ.M.PogliaghiS. (2015) Exercise Intensity Thresholds: Identifying the Boundaries of Sustainable Performance. Medicine and Science in Sports and Exercise [Epub ahead of print]KuipersH.VerstappenF.T.KeizerH.A.GeurtenP.van KranenburgG. (1985) Variability of aerobic performance in the laboratory and its physiologic correlates. International Journal of Sports Medicine6(4), 197-201.MachadoF.A.KravchychynA.C.PesericoC.S.da SilvaD.F.MezzarobaP.V. (2013) Incremental test design, peak 'aerobic' running speed and endurance performance in runners. Journal of Science and Medicine in Sport16(6), 577-582.MacIntoshB.R.EsauS.SvedahlK. (2002) The lactate minimum test for cycling: estimation of the maximal lactate steady state. Canadian Journal of Applied Physiology27(3), 232-249.MidgleyA.W.CarrollS. (2009) Emergence of the verification phase procedure for confirming 'true' VO(2max). Scandinavian Journal of Medicine and Science in Sports19(3), 313-322.MierC.M.AlexanderR.P.MageeanA.L. (2012) Achievement of VO2max criteria during a continuous graded exercise test and a verification stage performed by college athletes. The Journal of Strength Conditioning Research26(10), 2648-2654.MiyagiW.E.LeiteJ.V. d. M.ZagattoA.M. (2013) Influence of the selection from incremental stages on lactate minimum intensity: a pilot study. Brazialian Journal Kinanthropometry Human Performance15(6), 715-725.OzyenerF.RossiterH.B.WardS.A.WhippB.J. (2001) Influence of exercise intensity on the on- and off-transient kinetics of pulmonary oxygen uptake in humans. Journal of Physiology, 533(Pt 3), 891-902.PardonoE.SoteroRda C.HiyaneW.MotaM.R.CampbellC.S.NakamuraF.Y.SimoesH.G. (2008) Maximal lactate steady-state prediction through quadratic modeling of selected stages of the lactate minimum test. The Journal of Strength Conditioning Research22(4), 1073-1080.PooleD.C.WilkersonD.P.JonesA.M. (2008) Validity of criteria for establishing maximal O2 uptake during ramp exercise tests. European Journal of Applied Physiology102(4), 403-410.RoffeyD.M.ByrneN.M.HillsA.P. (2007) Effect of stage duration on physiological variables commonly used to determine maximum aerobic performance during cycle ergometry. Journal of Sports Science25(12), 1325-1335.SimoesH.G.CampbellC.S.KushnickM.R.NakamuraA.KatsanosC.S.BaldisseraV.MoffattR.J. (2003) Blood glucose threshold and the metabolic responses to incremental exercise tests with and without prior lactic acidosis induction. European Journal of Applied Physiology89(6), 603-611.SimoesH.G.GrubertCampbell C.S.KokubunE.DenadaiB.S.BaldisseraV. (1999) Blood glucose responses in humans mirror lactate responses for individual anaerobic threshold and for lactate minimum in track tests. European Journal of Applied Physiology and Occupational Physiology80(1), 34-40.SvedahlK.MacIntoshB.R. (2003) Anaerobic threshold: the concept and methods of measurement. Canadian Journal of Applied Physiology28(2), 299-323.TegtburU.BusseM.W.BraumannK.M. (1993) Estimation of an individual equilibrium between lactate production and catabolism during exercise. Medicine and Science in Sports and Exercise25(5), 620-627.YoonB.K.KravitzL.RobergsR. (2007) VO2max, protocol duration, and the VO2 plateau. Medicine and Science in Sports and Exercise39(7), 1186-1192.ZagattoA.M.PaduloJ.MullerP.T.MiyagiW.E.MaltaE.S.PapotiM. (2014) Hyperlactemia induction modes affect the lactate minimum power and physiological responses in cycling. The Journal of Strength Conditioning Research28(10), 2927-2934.ZagattoA.M.PapotiM.CaputoF.MendesO.d.C.DenadaiB.S.BaldisseraV.GobattoC.A. (2004) Comparison between the use of saliva and blood for the minimum lactate determination in arm ergometer and cycle ergometer in table tennis players. Brazilian Journal of Sports Medicine10(6), 475-480.
Bland-Altman plot between the values of oxygen uptake obtained at the exhaustion moment (VO2-PEAK) of the graded exercise test (GXT) and lactate minimum test (LM) in absolute values (A) and relative to body mass (B).
Mean (±SD) and [CI95%] corresponding to oxygen uptake (VO2-START), carbon dioxide production (VCO2-START), ventilation (VE-START), respiratory exchange ratio (RERSTART), heart rate (HRSTART) and percentage of HRMAX from the GXT(HR%MAX-START) immediately before the GXT and LM.
GXT
LM
ES
CV (%)
CoC (r)
VO2-START (ml·kg−1·min−1)
7.4 (.9) [6.8-8.0]
9.9 (2.3)* [8.1-11.6]
1.562
19.6
.43
VO2-START (L·min−1)
.6 (.1) [.4-.6]
.7 (.2)** [.6-.8]
.666
19.6
.36
VCO2-START (ml·kg−1·min−1)
7.1 (1.2) [6.3-7.8]
10.4 (2.1)* [8.9-11.9]
2.000
27.4
.21
VCO2-START (L·min−1)
.5 (.1) [.4-.5]
.8 (.1)*** [.6-.8]
3.000
27.4
.30
VE-START (L·min−1)
17.6 (3.5) [15.3-19.8]
33.8 (8.2)*** [27.9-39.7]
2.769
44.8
-.21
RERSTART
.96 (.12) [.88-1.03]
1.07 (.10) [.99-1.13]
1.000
11.5
-.47
HRSTART (bpm)
76.6 (12.5) [68.5-84.5]
97.7 (9.3)** [91.0-104.3]
1.935
19.4
.19
HR%MAX-START (%)
41.8 (6.9) [37.5-46.2]
53.4 (4.7)** [50.1-56.8]
2.012
19.4
.20
LACSTART (mmol·L−1)
1.64 (0.55) [1.31-1.95]
13.0 (3.1)***[11.1-14.7]
1.950
108.3
-.26
*, ** and *** denote p ≤ 0.05, 0.01 and 0.001 respectively in relation to GXT. CoC = Coefficients of correlation
Mean (SD) and [CI95%] corresponding to oxygen uptake (VO2-PEAK), carbon dioxide production (VCO2-PEAK), ventilation (VE-PEAK), respiratory exchange ratio (RERPEAK), heart rate (HRPEAK), percentage of HRMAX from the GXT(HR%MAX-PEAK), rating of perceived exertion (RPEPEAK) and power output (POPEAK) at the exhaustion moment of the GXT and LM.
GXT
LM
ES
CV (%)
CoC (r)
VO2-PEAK (ml·kg−1·min−1)
54.6 (8.1) [50.1-59.1]
50.0 (7.7)** [45.7-54.3]
.582
7.9
.83 §
VO2-PEAK (L·min−1)
4.0 (.6) [3.7-4.4]
3.7 (.6)** [3.4-4.0]
.500
8.0
.83 §
VCO2-PEAK (ml·kg−1·min−1)
66.1 (7.5) [61.8-70.2]
50.4 (8.0)*** [45.9-54.8]
2.025
19.4
.63 §
VCO2-PEAK (L·min−1)
4.9 (.6) [4.6-5.2]
3.7 (.5)*** [3.4-4.0]
2.181
19.4
.59 §
VE-PEAK (L·min−1)
153.9 (19.0) [143.4-164.4]
129.9 (22.9)*** [117.2-142.6]
1.145
13.0
.45
RERPEAK
1.22 (.10) [1.17-1.28]
1.01 (.05)*** [.98-1.03]
2.800
13.5
.69 §
HRPEAK (bpm)
183.1 (6.9) [179.2-186.9]
175.9 (10.6)*** [170.1-181.8]
.822
3.1
.79 §
HR%MAX-PEAK (%)
100.0 (.0)
96.0 (3.7)*** [94.0-98.1]
2.054
3.1
−
LACPEAK (mmol·L−1)
10.5 (2.3) [9.3-11.8]
6.6 (2.2)*** [5.3-7.8]
1.733
35.0
.74 §
RPEPEAK
17.6 (2.5) [16.3-18.9]
17.2 (2.3) [15.9-18.5]
.166
7.8
.50
POPEAK (W)
331.6 (45.8) [306.2-356.9]
242.4 (41.0)*** [219.7-265.0]
2.055
22.2
.87 §
*, ** and *** denote p ≤ 0.05, 0.01 and 0.001 respectively in relation to GXT.