Acessibilidade / Reportar erro

REPETITIONS TO FAILURE INCREASE PECTORALIS MAJOR ACTIVATION WITH SIMILAR NEUROMUSCULAR FATIGUE IN TRAINED MEN

REPETIÇÕES ATÉ A FALHA AUMENTAM A ATIVAÇÃO DO PEITORAL MAIOR COM SIMILAR FADIGA NEUROMUSCULAR EM HOMENS TREINADOS

ABSTRACT

Resistance training protocols performed to muscle failure (MF) have been employed in an attempt to maximize activation and neuromuscular fatigue. Therefore, the aim of this study was to compare the surface electromyography amplitude (EMGRMS) and frequency (EMGFREQ) of the pectoralis major between protocols performed to MF and non muscle failure (NMF). Seven trained men performed three sets at 60% of a repetition maximum, with a 3 min rest period and a 6s repetition duration. MF protocol was performing with maximum number of repetitions in all sets, while in NMF protocol subjects performed 6 repetitions in 3 sets. For data analysis two two-way repeated measures ANOVAs (Protocol x Repetition) were used and when necessary, Bonferroni post hoc was performed. The EMGRMS was higher in the protocol MF compare to NMF, but there was no difference in EMGFREQ between protocols. Although there were no significant differences in the frequency domain between protocols, perform repetitions to MF was a determining factor to generate higher amplitude of the electromyography signal. Thus, perform repetitions to MF could be considered an effective strategy to increase muscle activation in trained individuals, however, with similar neuromuscular fatigue.

Keywords:
Amplitude; Electromyography; Frequency; Muscle Failure; Strength training

RESUMO

Protocolos de treinamento realizados até a falha muscular (FM) têm sido realizados na tentativa de maximizar a ativação e a fadiga neuromuscular. Portanto, o objetivo deste estudo foi comparar a amplitude do sinal eletromiografico (EMGRMS) e a frequência (EMGFREQ) do peitoral maior entre os protocolos realizados até a FM e sem falha muscular (SFM). Sete homens treinados realizaram três séries com 60% de uma repetição máxima, com um período de descanso de 3 min e uma duração da repetição de 6s. O protocolo FM foi realizado com o número máximo de repetições em todas as séries, enquanto no protocolo SFM os indivíduos realizaram 6 repetições em 3 séries. Para análise dos dados, foram utilizadas duas ANOVAs two-way com medidas repetidas (Protocolo x Repetição) e, quando necessário, foi realizado o post hoc de Bonferroni. Como resultado, a EMGRMS foi maior no protocolo FM comparado ao SFM, mas não houve diferença na EMGFREQ entre os protocolos. Embora não houvesse diferenças significativas no domínio da frequência entre os protocolos, a realização de repetições até a FM foi um fator determinante para gerar maior amplitude do sinal eletromiográfico. Assim, a realização de repetições até a FM pode ser considerada uma estratégia eficaz para aumentar a ativação muscular em indivíduos treinados, porém com fadiga neuromuscular semelhante.

Palavras-chave:
Amplitude; Eletromiografia; Frequência; Falha muscular; Treinamento de força

Introduction

Training protocols performed to muscle failure (MF) have been employed in an attempt to maximize activation and neuromuscular fatigue responses11 Drinkwater EJ, Lawton TW, Lindsell RP, Pyne DB, Hunt PH, McKenna MJ. training leading to repetition failure enhances bench press strength gains in elite junior athletes. J Strength Cond Res 2005;19(2):382-388. Doi:10.1519/R-15224.1
https://doi.org/10.1519/R-15224.1...

2 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
-33 Nóbrega SR, Ugrinowitsch C, Pintanel L, Barcelos C, Libardi CA. Effect of resistance training to muscle failure vs. volitional interruption at high- and low-intensities on muscle mass and strength. J Strength Cond Res 2018;32(1):162-169. Doi:10.1519/JSC.0000000000001787
https://doi.org/10.1519/JSC.000000000000...
. MF is defined as the inability to perform the full range of motion (ROM) of a repetition due to fatigue44 Izquierdo M, González-Badillo J, Häkkinen K, J Ibáñez, WJ Kraemer, Altadill A, et al. Effect of loading on unintentional lifting velocity declines during single sets of repetitions to failure during upper and lower extremity muscle actions. Int J Sports Med 2006;27(9):718-724. Doi:10.1055/s-2005-872825
https://doi.org/10.1055/s-2005-872825...
. Given that among other factors strength performance can be influenced also by neuromuscular aspects55 De Luca CJ, Contessa P. Hierarchical control of motor units in voluntary contractions. J Neurophysiol 2012;107(1):178-195. Doi:10.1152/jn.00961.2010
https://doi.org/10.1152/jn.00961.2010...
, surface electromyography (EMG) is often used in studies that investigate muscular activation and fatigue changes occurring after complete training protocols22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
,66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
.

Looney et al.22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
investigated EMG responses in training protocols performed with repetitions to MF or non muscle failure (NMF) with different intensities [50 and 70% 1 repetition maximum (RM)]. Regardless of the intensity used, higher EMG amplitude was observed for protocols performed to MF. However, the volume was not equated between protocols, allowing to execute a higher number of repetitions in the protocols performed to MF. Therefore, the findings of this study might have occurred not only as a result to executed repetitions to MF (or not), but also due to greater number of repetitions performed in the protocols to MF. In another study, Marshall et al.66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
compared protocols with multiple sets at 80% 1RM. One of the protocols consisted of 5 sets, 4 repetitions each, 20 s rest interval between the sets, and was performed NMF. In the other protocol, denominated rest pause protocol, subjects should perform the same total number of repetitions (20), but they did not have a predetermined number of sets. Therefore, subjects were instructed to perform repetitions to MF with a rest interval of 20 s until completing 20 repetitions. Similarly to the findings of Looney et al.22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
, the protocol MF presented higher EMG amplitude than the NMF protocol. These results could be explained by an attempt to maintain the force production by not interrupting the exercise when performing the repetitions to MF which would impact in higher EMG amplitude. A higher EMG amplitude can be at least partially explained by an additional recruitment of motor units (MUs), especially fast MUs22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
,88 Conwit RA, Stashuk D, Suzuki H, Lynch N, Schrager M, Metter EJ. Fatigue effects on motor unit activity during submaximal contractions. Arch Phys Med Rehabil 2000;81(9):1211-1216. doi:10.1053/apmr.2000.6975
https://doi.org/10.1053/apmr.2000.6975...
,99 Lacerda LT, Costa CG, Lima FV, Martins-Costa HC, Diniz RCR, Andrade AGP, et al. Longer concentric action increases muscle activation and neuromuscular fatigue responses in protocols equalized by repetition duration. J Strength Cond Res 2019;33(6):1629-1639. Doi:10.1519/JSC.0000000000002148
https://doi.org/10.1519/JSC.000000000000...
. However, only Marshall et al.66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
attempted to equate the repetition duration and, consequently, the time under tension in different training protocols. Nevertheless, the repetition duration or the time under tension were not presented in the results of this study to confirm this assumption.

It has been previously demonstrated that protocols with different repetition duration can result in different muscle activation1010 Tanimoto M, Ishii N. Effects of low-intensity resistance exercise with slow movement and tonic force generation on muscular function in young men. J Appl Physiol 2006;100(4):1150-1157. Doi:10.1152/japplphysiol.00741.2005
https://doi.org/10.1152/japplphysiol.007...
,1111 Burd NA, Andrews RJ, West DWD, Little JP, Cochran AJR, Hector AJ, Cashaback JGA, et al. Muscle time under tension during resistance exercise stimulates differential muscle protein sub-fractional synthetic responses in men. J Physiol 2012;590(2):351-362. Doi:10.1113/jphysiol.2011.221200
https://doi.org/10.1113/jphysiol.2011.22...
. Comparing protocols equalized by volume, Burd et al.1111 Burd NA, Andrews RJ, West DWD, Little JP, Cochran AJR, Hector AJ, Cashaback JGA, et al. Muscle time under tension during resistance exercise stimulates differential muscle protein sub-fractional synthetic responses in men. J Physiol 2012;590(2):351-362. Doi:10.1113/jphysiol.2011.221200
https://doi.org/10.1113/jphysiol.2011.22...
have found greater EMG amplitude in the protocol performed with longer repetition duration (12 s vs 2 s). Given that in the study of Burd et al.1111 Burd NA, Andrews RJ, West DWD, Little JP, Cochran AJR, Hector AJ, Cashaback JGA, et al. Muscle time under tension during resistance exercise stimulates differential muscle protein sub-fractional synthetic responses in men. J Physiol 2012;590(2):351-362. Doi:10.1113/jphysiol.2011.221200
https://doi.org/10.1113/jphysiol.2011.22...
there is a marked difference in the repetition duration between protocols and that the duration of 12 s is poorly recommended in strength training prescriptions1212 American College Sports Medicine. Progression models in resistance training for healthy adults. Med Sci Sport Exerc 2009;41(3):687-708. Doi:10.1249/MSS.0b013e3181915670
https://doi.org/10.1249/MSS.0b013e318191...
,1313 Martins-Costa HC, Diniz RCR, Lima FV, Machado SC, Almeida RSV, Andrade AGP, et al. Longer repetition duration increases muscle activation and blood lactate response in matched resistance training protocols. Motriz Rev Educ Física 2016;22(1):35-41. Doi:10.1590/S1980-65742016000100005
https://doi.org/10.1590/S1980-6574201600...
, Martins-Costa et al.1313 Martins-Costa HC, Diniz RCR, Lima FV, Machado SC, Almeida RSV, Andrade AGP, et al. Longer repetition duration increases muscle activation and blood lactate response in matched resistance training protocols. Motriz Rev Educ Física 2016;22(1):35-41. Doi:10.1590/S1980-65742016000100005
https://doi.org/10.1590/S1980-6574201600...
compared two protocols of equal volume. Both protocols were performed with different repetitions duration (4 s and 6 s) and a higher EMG amplitude of the pectoralis major was found when the duration was 6 s in agreement with the results of Burd et al.1111 Burd NA, Andrews RJ, West DWD, Little JP, Cochran AJR, Hector AJ, Cashaback JGA, et al. Muscle time under tension during resistance exercise stimulates differential muscle protein sub-fractional synthetic responses in men. J Physiol 2012;590(2):351-362. Doi:10.1113/jphysiol.2011.221200
https://doi.org/10.1113/jphysiol.2011.22...
.

Furthermore, frequency analysis of the EMG signal has been used to investigate neuromuscular fatigue in training protocols77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,1414 Thongpanja S, Phinyomark A, Phukpattaranont P, Limsakul C. Mean and median frequency of EMG signal to determine muscle force based on time-dependent power spectrum. Electron Electr Eng 2013;19(3)51-56. Doi: 10.5755/j01.eee.19.3.3697
https://doi.org/10.5755/j01.eee.19.3.369...
. It is expected that during resistance training EMG frequency spectrum moves to lower frequencies77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,1515 Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
https://doi.org/10.1007/s00421-011-2059-...
due to a decrease in the action potential conduction velocity88 Conwit RA, Stashuk D, Suzuki H, Lynch N, Schrager M, Metter EJ. Fatigue effects on motor unit activity during submaximal contractions. Arch Phys Med Rehabil 2000;81(9):1211-1216. doi:10.1053/apmr.2000.6975
https://doi.org/10.1053/apmr.2000.6975...
and to blood pH decreases1616 Brody LR, Pollock MT, Roy SH, De Luca CJ, Celli B. pH-induced effects on median frequency and conduction velocity of the myoelectric signal. J Appl Physiol 1991;71(5):1878-1885. Doi:10.1152/jappl.1991.71.5.1878
https://doi.org/10.1152/jappl.1991.71.5....
, which may be more pronounced in the protocols performed to MF77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,1717 Sundstrup E, Jakobsen MD, Andersen CH, Zebis MK, Mortensen OS, Andersen LL. Muscle activation strategies during strength training with heavy loading vs. repetitions to failure. J Strength Cond Res 2012;26(7):1897-1903. Doi:10.1519/JSC.0b013e318239c38e
https://doi.org/10.1519/JSC.0b013e318239...
. Additionally, Sundstrup et al.1717 Sundstrup E, Jakobsen MD, Andersen CH, Zebis MK, Mortensen OS, Andersen LL. Muscle activation strategies during strength training with heavy loading vs. repetitions to failure. J Strength Cond Res 2012;26(7):1897-1903. Doi:10.1519/JSC.0b013e318239c38e
https://doi.org/10.1519/JSC.0b013e318239...
found that during shoulder abduction exercise to MF there was an increase in EMG amplitude and decrease in frequency across the set in all analyzed muscles. Jenkins et al.77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
also observed a decrease in EMG frequency in both intensities (30% and 80% 1RM) when subjects performed protocols to MF, and this decrease was more pronounced in the low intensity protocol.

Therefore, the aim of the present study was to compare muscle activation (EMGRMS) and average frequency (EMGFREQ) of matched training protocols performed to MF and NMF. The hypothesis is that the protocol performed to MF would result in a greater EMGRMS and a lower EMGFREQ compared to NMF protocol. Considering various possibilities of protocol configurations in these conditions, it is expected that the present study would increase the analysis spectrum of MF training prescription.

Methods

Sample

Seven health trained males (age 21.7 ± 1.5 years; height = 173.2 ± 7.9 cm; body mass = 71.5 ± 7.3 kg; Smith machine bench press 1RM = 81.7 ± 8 kg) who trained for at least 6 months and have no previous record of musculotendinous lesions at shoulder, elbow or wrist joints, and are capable of lifting in bench press 1RM test a weight corresponding to own body mass1818 Keogh JWL, Wilson GJ, Weatherby RE. A Cross-Sectional comparison of different resistance training techniques in the bench press. J Strength Cond Res 1999;13(3):247-258. Doi:10.1519/00124278-199908000-00012
https://doi.org/10.1519/00124278-1999080...
participated in this study. The sample size was determined in Gpower software (version 3.1.9.2) using the data from the study of Lacerda et al.99 Lacerda LT, Costa CG, Lima FV, Martins-Costa HC, Diniz RCR, Andrade AGP, et al. Longer concentric action increases muscle activation and neuromuscular fatigue responses in protocols equalized by repetition duration. J Strength Cond Res 2019;33(6):1629-1639. Doi:10.1519/JSC.0000000000002148
https://doi.org/10.1519/JSC.000000000000...
and setting the effect size (partial eta-squared) to 0.25, power to 0.8, sphericity correction to 1, and level of significance to 5%, thus reaching the sample size of 7 subjects. Subjects were informed about the purpose, procedures and possible risks of the study and assigned the Informed Consent form. The study was approved by the local Ethics committee and was conducted in accordance of the Declaration of Helsinki.

Procedures

Each subject presented to testing in the Laboratory in 4 different days with a minimum interval of 48 hours between the sessions. Considering the possible influence of circadian rhythm on strength output1919 Drust B, Waterhouse J, Atkinson G, Edwards B, Reilly T. Circadian Rhythms in Sports Performance-an Update. Chronobiol Int 2005;22(1):21-44. Doi:10.1081/CBI-200041039
https://doi.org/10.1081/CBI-200041039...
, for each subject the experimental sessions were performed always at the same time of the day. The experimental sessions were performed on a Smith machine bench press with a 20 kg barbell and an adjustable bench. Head and hands position were standardized for each participant and replicated in each session. A complete extension of the elbows without no other movement determined the upper limit of ROM of the barbell and the lower limit was marked when the barbell touched the rubber protective bulk placed on the sternum. 1RM test was performed during the first and the second data collection session to familiarize the subjects with the procedure and to determine the weight (60% 1RM) that would be used in the 3d and 4th sessions. 1RM test was performed according to the procedure used by Lacerda et al.2020 Lacerda LT, Martins-Costa HC, Diniz RCR, Lima FV, Andrade AGP, Tourino FD, et al. Variations in repetition duration and repetition numbers influence muscular activation and blood lactate response in protocols equalized by time under tension. J Strength Cond Res 2016;30(1):251-258. Doi:10.1519/JSC.0000000000001044
https://doi.org/10.1519/JSC.000000000000...
, with a maximum of 6 attempts and 5 minutes of the rest interval. The load was gradually increased until the participant failed to perform the concentric action at full ROM, and the weight lifted previous to this failure was considered 1RM. Lastly, the subjects were familiarized with the 6 s repetition duration, adjusted by a metronome, and randomly performed the training protocols planned for the execution during the third and fourth experimental sessions.

The ROM in the elbow joint and the duration of muscle actions were determined using an electrogoniometer (Noraxon, Scottsdale, AZ, USA) placed on the left elbow of the subjects. Surface electrodes were placed on the pectoralis major muscle, on the right-hand side. When the electrodes and the electrogoniometer were fixed in place, the subjects were positioned on the Smith machine bench press and performed 10 repetitions without any additional weight added to the bar. After 3 minutes they started the training protocols; EMG activity was registered in each exercise set. The training protocols consisted of 3 sets, 60% RM, 3 minutes of rest interval between the sets and 6 s of repetition duration (4 s concentric and 2 s eccentric action), one of which was performed to MF and the other protocol to NMF with 6 repetitions per set. The number of repetitions for the protocol NMF was selected after a pilot study, in which the subjects were able to perform 6 repetitions in 3 sets, whilst keeping the other training variables and not perform repetitions to MF. Besides, this number of repetitions was selected to ensure that each subject performs a similar total maximal number of repetitions in both protocols and consequently maintaining a similar volume and time under tension, thus allowing interpretation of the results of the study as a function of perform or not MF. In the protocol MF the number of repetitions was determined as the number of repetitions completed at the full ROM.

The EMG procedure was performed in accordance with the recommendations found in Hermens et al.2121 Hermens HJ, Freriks B, Disselhorst-Klug C, Rau G. Development of recommendations for SEMG sensors and sensor placement procedures. J Electromyogr Kinesiol 2000;10(5):361-374. Doi:10.1016/S1050-6411(00)00027-4
https://doi.org/10.1016/S1050-6411(00)00...
and Lagally et al.2222 Lagally KM, McCaw ST, Young GT, Medema HC, Thomas DQ. Ratings of perceived exertion and muscle activity during the bench press exercise in recreational and novice lifters. J Strength Cond Res 2004;18(2):359. Doi:10.1519/R-12782.1
https://doi.org/10.1519/R-12782.1...
. Bipolar surface electrodes (Ag/AgCl - 3M-2223, Brazil) were placed parallel to the muscle fibers on the right pectoralis major muscle (sternal part) of the subjects. Before placing the electrodes, the skin was shaved and cleaned with alcohol. The electrodes were placed in pairs, at 2 cm center-to-center distance, at the point of the largest muscle venter and the ground electrode was placed on the olecranon. Signal was amplified 1000 times and 2nd order band-pass Butterworth filter (20-500 Hz) was used. Normalization of the EMG signal was similar to the one presented in the study of Martins-Costa et al.1313 Martins-Costa HC, Diniz RCR, Lima FV, Machado SC, Almeida RSV, Andrade AGP, et al. Longer repetition duration increases muscle activation and blood lactate response in matched resistance training protocols. Motriz Rev Educ Física 2016;22(1):35-41. Doi:10.1590/S1980-65742016000100005
https://doi.org/10.1590/S1980-6574201600...
. An average of root mean square (RMS) of the first two repetitions of the first set was used as a normalization criterion. The RMS of the first, median and last repetitions in the three sets were divided by the average RMS of the two initial repetitions, thus generating a normalized RMS (EMGRMS) for each of these repetitions. These EMGRMS values of the first, median and last repetitions in three sets were used for data analysis. The same normalization procedure was adopted for the analysis of frequency domain; an average normalized frequency value (EMGFREQ normalized) was calculated for the first, median and last repetition of each set. EMGFREQ was calculated using a short-time Discrete Fourier Transform (STFT), which was obtained applying the Fourier transform with the fixed size window (Hamming window- 50 ms) in all EMG signal. The frequency resolution was 20 Hz. EMGFREQ was used to represent the power spectrum of EMG signal in accordance with Kwatny et al. 2323 Kwatny E, Thomas DH, Kwatny HG. An Application of signal processing techniques to the study of myoelectric signals. IEEE Trans Biomed Eng 1970;17(4):303-313. Doi:10.1109/TBME.1970.4502758
https://doi.org/10.1109/TBME.1970.450275...

Statistical analysis

For the statistical analysis the software Statistical Package for the Social Sciences for windows version 22.0 (SPSS, Inc., Chicago, IL, USA) was used. In both protocols, the first, median and last repetitions of each of the three sets of bench press were used for the analysis of normalized EMGRMS and EMGFREQ of pectoralis major. The results are presented as mean and standard deviation. The distribution normality and homogeneity of variances were verified using the Shapiro-Wilk and Levene’s tests, respectively. These tests have demonstrated distribution normality and homogeneous variances of the normalized EMGRMS and EMGFREQ. Therefore, two two-way ANOVAs with repeated measures (Protocol x Repetition) were used to compare the values obtained in the protocols MF and NMF. When necessary, Bonferroni post hoc test was used to identify the differences. The interclass correlation coefficient of EMGRMS and EMGFREQ values, which were obtained in the normalization tests of each training protocol, was 0.96 for the time domain and 0.82 for the frequency domain. To represent the effect size between the protocols, the eta-squared22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
) values were used: small = 0.01, medium = 0.06 and high = 0.142424 Cohen J. Statistical Power Analysis for the Behavioral Sciences. Cambridge: Academic Press; 1977.. The significance level was set to p <0.05 in all the tests.

The comparison of the average repetitions durations was done using the t-test for paired samples. Both time under tension and the total number of repetitions in each protocol were compared using Wilcoxon t-test, and the data presented as a median and interquartile deviation.

Results

The repetition duration (MF: 6.07 ± 0.07; NMF: 6.04 ± 0.14) (t (20) = 0.94, p = 0.35) and the total number of repetitions (MF: 19 ± 4; NMF: 18 ± 0) (U = 1.57, p = 0.11) were not significantly different between the protocols. Therefore, the time under tension also did not differ between the protocols (MF: 36.63 ± 18.24; NMF: 36.19 ± 0.48) (U = -1.21, p = 0.224).

EMGRMS the two-way ANOVA did not identify interaction effect (Protocol x Repetition) (F(2.40) = 2.32, p= 0.11, power = 0.44, effect size < 0.01). However, there was found a main effect of protocol (F(1.20) = 5.53, p = 0.02, power = 0.61, effect size = 0.08) so that the all repetitions in the protocol MF showed higher normalized EMGRMS than NMF (Fig. 1). In both protocols was observed a main effect of repetition (F(1.20) = 223.34, p = 0.0001, power > 0.99, effect size = 0.50), with EMGRMS been greater in the last repetition than in the middle repetition, and in the middle repetition greater than in the first (Figure 1).

Figure 1
Normalized pectoralis major EMGRMS for each training protocol

For EMGFREQ there was no significant interaction effect (Protocol x Repetition) (F(2.40) = 0.72, p = 0.48, power = 0.16, effect size < 0.01). In addition, the main effect of protocol was not observed (F(1.20) = 0.01, p = 0.91, power = 0.05, effect size < 0.01), therefore, there were no differences between protocols. However, a main effect of repetition was demonstrated (F(1.20) = 22.44, p = 0.0001, power > 0.99, effect size = 0.32), with EMGFREQ showing greater values in the first repetition than in the middle and last repetitions, and no difference between the middle and the last repetition in both protocols (Fig. 2).

Figure 2
Normalized pectoralis major EMGFREQ for each training protocol

Discussion

This study investigated if matched training protocols performed to MF or NMF would result in different responses of EMG amplitude (EMGRMS) and average frequency (EMGFREQ) from pectoralis major during Smith machine bench press exercise. It was found that the normalized EMGRMS response was greater in the protocol to MF than NMF in all analyzed repetitions (first, median and last). It was also found that both protocols presented higher normalized EMGRMS values in the last than in the middle repetition, and also in the middle these values were greater than in the first repetition. No significant differences between the protocols were found in the normalized frequency response EMGFREQ, however, in both protocols normalized EMGFREQ was higher in the first than in the middle and last repetitions.

A higher normalized EMGRMS value found in this study for the protocol MF is in agreement with the results of Looney et al.22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
and Marshall et al.66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
This result may be explained by the attempt to maintain the force production when performed repetitions to MF. In this sense, it is expected that the nervous system adopts a strategy of increasing the recruitment of MU to compensate the decrease in the firing rate of the activated MU and the decrease in the action potential conduction velocity66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
, which might result in an increased EMG amplitude22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
. Besides, it is also possible, that larger EMG amplitude is related to an increased activation synchronization of the MUs2525 Vigotsky AD, Ogborn D, Phillips SM. Motor unit recruitment cannot be inferred from surface EMG amplitude and basic reporting standards must be adhered to. Eur J Appl Physiol 2016;116(3):657-658. Doi:10.1007/s00421-015-3314-6
https://doi.org/10.1007/s00421-015-3314-...
that allows simultaneous MU activation to maintain force production 33 Nóbrega SR, Ugrinowitsch C, Pintanel L, Barcelos C, Libardi CA. Effect of resistance training to muscle failure vs. volitional interruption at high- and low-intensities on muscle mass and strength. J Strength Cond Res 2018;32(1):162-169. Doi:10.1519/JSC.0000000000001787
https://doi.org/10.1519/JSC.000000000000...
. However, as already explained, in the study of Looney et al.22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
the number of repetitions was not equal between the protocols, and only Marshall et al.66 Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
https://doi.org/10.1016/j.jsams.2011.08....
made an attempt to equate the repetition duration, yet, the repetition duration and the time under tension were not shown in the results. Considering that the protocols with different repetitions durations may present different muscle activations1010 Tanimoto M, Ishii N. Effects of low-intensity resistance exercise with slow movement and tonic force generation on muscular function in young men. J Appl Physiol 2006;100(4):1150-1157. Doi:10.1152/japplphysiol.00741.2005
https://doi.org/10.1152/japplphysiol.007...
, it is necessary to match the durations of the repetitions in the investigated protocols to MF and NMF and minimize the influence of other variables on the EMG amplitude. These considerations were taken into account in the present study for a reliable comparison of the protocol effect on the EMG amplitude is to be achieved.

The results of the comparison of the normalized EMGRMS between the repetitions (last > middle > first) are in agreement with data available in the literature77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,1515 Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
https://doi.org/10.1007/s00421-011-2059-...
. Comparing EMGRMS from pectoralis major muscle during bench press exercise to MF, Sakamoto and Sinclair1515 Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
https://doi.org/10.1007/s00421-011-2059-...
obtained results similar to the results of the present study. These authors found that EMGRMS values from the pectoralis major muscle at the end of the set were higher than at the beginning of the set.

Besides a larger EMGRMS response, it was also assumed that because of a possible increased local acidity77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,1616 Brody LR, Pollock MT, Roy SH, De Luca CJ, Celli B. pH-induced effects on median frequency and conduction velocity of the myoelectric signal. J Appl Physiol 1991;71(5):1878-1885. Doi:10.1152/jappl.1991.71.5.1878
https://doi.org/10.1152/jappl.1991.71.5....
and, consequently, a greater nerve impulse conduction velocity decrease88 Conwit RA, Stashuk D, Suzuki H, Lynch N, Schrager M, Metter EJ. Fatigue effects on motor unit activity during submaximal contractions. Arch Phys Med Rehabil 2000;81(9):1211-1216. doi:10.1053/apmr.2000.6975
https://doi.org/10.1053/apmr.2000.6975...
, the protocol to MF would result in a greater EMGFREQ reduction than the protocol NMF. However, the present study did not reveal a significant difference in EMGFREQ between protocols. Larger EMGRMS values in the protocol to MF and absence of the EMGFREQ difference between the protocols can be explained by a possible nervous system strategy when fast MU recruitment threshold is decreased2626 McManus L, Hu X, Rymer WZ, Lowery MM, Suresh NL. Changes in motor unit behavior following isometric fatigue of the first dorsal interosseous muscle. J Neurophysiol 2015;113(9):3186-3196. Doi:10.1152/jn.00146.2015
https://doi.org/10.1152/jn.00146.2015...
in an attempt to maintain the force output, as the exercise is not interrupted in the state of fatigue (MF protocol). In this way, recruitment of additional MU due to reduction of the recruitment threshold would explain larger EMGRMS value in the protocol to MF without differences in the EMG frequency spectrum of the investigated protocols. In addition, according to Santos et al.2727 Santos WDN, Vieira CA, Bottaro M, Nunes VA, Ramirez-Campillo R, Steele J, et al. Resistance training performed to failure or not to failure results in similar total volume, but with different fatigue and discomfort levels. J Strength Cond Res 2019:1. Doi:10.1519/JSC.0000000000002915
https://doi.org/10.1519/JSC.000000000000...
, fatigue response in the single-set protocols to MF or NMF could be higher than in multiple-set protocols. According to these authors, this response is due to a greater number of repetitions that can be performed in single-set protocols to MF. In multiple-set protocols (like in the case of the present study), a difference in the number of performed repetitions tends to decrease with the sets, which causes an attenuation of the differences in the volume33 Nóbrega SR, Ugrinowitsch C, Pintanel L, Barcelos C, Libardi CA. Effect of resistance training to muscle failure vs. volitional interruption at high- and low-intensities on muscle mass and strength. J Strength Cond Res 2018;32(1):162-169. Doi:10.1519/JSC.0000000000001787
https://doi.org/10.1519/JSC.000000000000...
.

It is worth highlight that in the present study there were no significant differences between the total number of repetitions performed in the protocols (MF: 19 ± 4; NMF: 18 ± 0; p = 0.11), and this might have contributed to the obtained similar results in EMGFREQ. Comparing the protocols to MF with different intensities (30% and 80% 1RM), Jenkins et al.77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
found that a decrease in the EMG frequency along the repetitions was more pronounced in the low-intensity protocol. Since the number of repetitions in the protocol at 30% 1RM was higher than in the protocol at 80%, the authors suggested that the EMG frequency is more influenced by the change in the number of repetitions. Besides, though the EMG frequency is commonly used to compare neuromuscular fatigue response caused by different training protocols77 Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
https://doi.org/10.1007/s00421-015-3214-...
,99 Lacerda LT, Costa CG, Lima FV, Martins-Costa HC, Diniz RCR, Andrade AGP, et al. Longer concentric action increases muscle activation and neuromuscular fatigue responses in protocols equalized by repetition duration. J Strength Cond Res 2019;33(6):1629-1639. Doi:10.1519/JSC.0000000000002148
https://doi.org/10.1519/JSC.000000000000...
,1515 Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
https://doi.org/10.1007/s00421-011-2059-...
, in dynamic actions the use of the EMG frequency analysis might have its limitations2828 Masuda K, Masuda T, Sadoyama T, Inaki M, Katsuta S. Changes in surface EMG parameters during static and dynamic fatiguing contractions. J Electromyogr Kinesiol 1999;9(1):39-46. Doi: 10.1016/s1050-6411(98)00021-2.
https://doi.org/10.1016/s1050-6411(98)00...
. According to these authors, in isometric actions the EMG frequency decrease can be more pronounced than in dynamic actions. This is explained by ischemia generated by vascular occlusion, that leads to blood pH drop and, consequently, to nerve impulse conduction velocity decrease in muscle fibers; in case of dynamic contractions, this might not occur at the same magnitude. Lastly, the observed decrease in the normalized EMGFREQ between the repetitions (first > middle and last) in the present study is in agreement with an assumption that during the force production task the EMG spectrum moves to lower frequency zone1515 Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
https://doi.org/10.1007/s00421-011-2059-...
,1717 Sundstrup E, Jakobsen MD, Andersen CH, Zebis MK, Mortensen OS, Andersen LL. Muscle activation strategies during strength training with heavy loading vs. repetitions to failure. J Strength Cond Res 2012;26(7):1897-1903. Doi:10.1519/JSC.0b013e318239c38e
https://doi.org/10.1519/JSC.0b013e318239...
. Sundstrup et al.1717 Sundstrup E, Jakobsen MD, Andersen CH, Zebis MK, Mortensen OS, Andersen LL. Muscle activation strategies during strength training with heavy loading vs. repetitions to failure. J Strength Cond Res 2012;26(7):1897-1903. Doi:10.1519/JSC.0b013e318239c38e
https://doi.org/10.1519/JSC.0b013e318239...
found that in the shoulder abduction exercise to MF all muscles showed lower EMG frequency in the last repetition of the set than in the first repetition.

Though significant differences in normalized EMGFREQ were not observed between protocols, performing repetitions to MF induced higher normalized EMGRMS values. This indicates that the neuromuscular demands of the investigated protocols are different. There are numerous possibilities of configuring training protocols to perform MF, and caution should be exercised when upholding the superiority of the protocols to MF in producing training response. Several studies that reinforce the expectation of this superiority did not equalized such important training variables as intensity2929 Ogasawara R, Loenneke JP, Thiebaud RS, Abe T. Low-Load bench press training to fatigue results in muscle hypertrophy similar to high-load bench press training. Int J Clin Med 2013;04(02):114-121. Doi:10.4236/ijcm.2013.42022
https://doi.org/10.4236/ijcm.2013.42022...
, repetition duration22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
, and volume22 Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
https://doi.org/10.1519/JSC.000000000000...
,3030 Sampson JA, Groeller H. Is repetition failure critical for the development of muscle hypertrophy and strength? Scand J Med Sci Sports 2016;26(4):375-383. Doi:10.1111/sms.12445
https://doi.org/10.1111/sms.12445...
, which might cause bias in the interpretation of their results. It is important to emphasize that in the present study the number of repetitions was similar between the protocols, and this could be an important factor for the obtained result of EMGFREQ. Nevertheless, further studies are necessary to determine the impact of MF and NMF protocols on EMG responses from the subjects with different characteristics (untrained males; women; elderly subjects), as well as chronic adaptations induced by matched protocols.

Conclusion

The results of the present study demonstrate that, considering the exercise and training variables used in the protocols, matched training protocols normalized EMGRMS is higher when performing training to MF than NMF, but no differences were found in the normalized EMGFREQ. In this case, performing repetitions to MF provided greater activation with similar neuromuscular fatigue.

Aknowledgements

This study received support from the FAPEMIG; CAPES (Brazil); and PRPq da Universidade Federal de Minas Gerais

References

  • 1
    Drinkwater EJ, Lawton TW, Lindsell RP, Pyne DB, Hunt PH, McKenna MJ. training leading to repetition failure enhances bench press strength gains in elite junior athletes. J Strength Cond Res 2005;19(2):382-388. Doi:10.1519/R-15224.1
    » https://doi.org/10.1519/R-15224.1
  • 2
    Looney DP, Kraemer WJ, Joseph MF, Comstock BA, Denegar CR, Flanagan SD, et al. Electromyographical and perceptual responses to different resistance intensities in a squat protocol. J Strength Cond Res 2016;30(3):792-799. Doi:10.1519/JSC.0000000000001109
    » https://doi.org/10.1519/JSC.0000000000001109
  • 3
    Nóbrega SR, Ugrinowitsch C, Pintanel L, Barcelos C, Libardi CA. Effect of resistance training to muscle failure vs. volitional interruption at high- and low-intensities on muscle mass and strength. J Strength Cond Res 2018;32(1):162-169. Doi:10.1519/JSC.0000000000001787
    » https://doi.org/10.1519/JSC.0000000000001787
  • 4
    Izquierdo M, González-Badillo J, Häkkinen K, J Ibáñez, WJ Kraemer, Altadill A, et al. Effect of loading on unintentional lifting velocity declines during single sets of repetitions to failure during upper and lower extremity muscle actions. Int J Sports Med 2006;27(9):718-724. Doi:10.1055/s-2005-872825
    » https://doi.org/10.1055/s-2005-872825
  • 5
    De Luca CJ, Contessa P. Hierarchical control of motor units in voluntary contractions. J Neurophysiol 2012;107(1):178-195. Doi:10.1152/jn.00961.2010
    » https://doi.org/10.1152/jn.00961.2010
  • 6
    Marshall PWM, Robbins DA, Wrightson AW, Siegler JC. Acute neuromuscular and fatigue responses to the rest-pause method. J Sci Med Sport 2012;15(2):153-158. Doi:10.1016/j.jsams.2011.08.003
    » https://doi.org/10.1016/j.jsams.2011.08.003
  • 7
    Jenkins NDM, Housh TJ, Bergstrom HC, Cochrane KC, Hill EC, Smith MC, et al. Muscle activation during three sets to failure at 80 vs. 30 % 1RM resistance exercise. Eur J Appl Physiol 2015;115(11):2335-2347. Doi:10.1007/s00421-015-3214-9
    » https://doi.org/10.1007/s00421-015-3214-9
  • 8
    Conwit RA, Stashuk D, Suzuki H, Lynch N, Schrager M, Metter EJ. Fatigue effects on motor unit activity during submaximal contractions. Arch Phys Med Rehabil 2000;81(9):1211-1216. doi:10.1053/apmr.2000.6975
    » https://doi.org/10.1053/apmr.2000.6975
  • 9
    Lacerda LT, Costa CG, Lima FV, Martins-Costa HC, Diniz RCR, Andrade AGP, et al. Longer concentric action increases muscle activation and neuromuscular fatigue responses in protocols equalized by repetition duration. J Strength Cond Res 2019;33(6):1629-1639. Doi:10.1519/JSC.0000000000002148
    » https://doi.org/10.1519/JSC.0000000000002148
  • 10
    Tanimoto M, Ishii N. Effects of low-intensity resistance exercise with slow movement and tonic force generation on muscular function in young men. J Appl Physiol 2006;100(4):1150-1157. Doi:10.1152/japplphysiol.00741.2005
    » https://doi.org/10.1152/japplphysiol.00741.2005
  • 11
    Burd NA, Andrews RJ, West DWD, Little JP, Cochran AJR, Hector AJ, Cashaback JGA, et al. Muscle time under tension during resistance exercise stimulates differential muscle protein sub-fractional synthetic responses in men. J Physiol 2012;590(2):351-362. Doi:10.1113/jphysiol.2011.221200
    » https://doi.org/10.1113/jphysiol.2011.221200
  • 12
    American College Sports Medicine. Progression models in resistance training for healthy adults. Med Sci Sport Exerc 2009;41(3):687-708. Doi:10.1249/MSS.0b013e3181915670
    » https://doi.org/10.1249/MSS.0b013e3181915670
  • 13
    Martins-Costa HC, Diniz RCR, Lima FV, Machado SC, Almeida RSV, Andrade AGP, et al. Longer repetition duration increases muscle activation and blood lactate response in matched resistance training protocols. Motriz Rev Educ Física 2016;22(1):35-41. Doi:10.1590/S1980-65742016000100005
    » https://doi.org/10.1590/S1980-65742016000100005
  • 14
    Thongpanja S, Phinyomark A, Phukpattaranont P, Limsakul C. Mean and median frequency of EMG signal to determine muscle force based on time-dependent power spectrum. Electron Electr Eng 2013;19(3)51-56. Doi: 10.5755/j01.eee.19.3.3697
    » https://doi.org/10.5755/j01.eee.19.3.3697
  • 15
    Sakamoto A, Sinclair PJ. Muscle activations under varying lifting speeds and intensities during bench press. Eur J Appl Physiol 2012;112(3):1015-1025. Doi:10.1007/s00421-011-2059-0
    » https://doi.org/10.1007/s00421-011-2059-0
  • 16
    Brody LR, Pollock MT, Roy SH, De Luca CJ, Celli B. pH-induced effects on median frequency and conduction velocity of the myoelectric signal. J Appl Physiol 1991;71(5):1878-1885. Doi:10.1152/jappl.1991.71.5.1878
    » https://doi.org/10.1152/jappl.1991.71.5.1878
  • 17
    Sundstrup E, Jakobsen MD, Andersen CH, Zebis MK, Mortensen OS, Andersen LL. Muscle activation strategies during strength training with heavy loading vs. repetitions to failure. J Strength Cond Res 2012;26(7):1897-1903. Doi:10.1519/JSC.0b013e318239c38e
    » https://doi.org/10.1519/JSC.0b013e318239c38e
  • 18
    Keogh JWL, Wilson GJ, Weatherby RE. A Cross-Sectional comparison of different resistance training techniques in the bench press. J Strength Cond Res 1999;13(3):247-258. Doi:10.1519/00124278-199908000-00012
    » https://doi.org/10.1519/00124278-199908000-00012
  • 19
    Drust B, Waterhouse J, Atkinson G, Edwards B, Reilly T. Circadian Rhythms in Sports Performance-an Update. Chronobiol Int 2005;22(1):21-44. Doi:10.1081/CBI-200041039
    » https://doi.org/10.1081/CBI-200041039
  • 20
    Lacerda LT, Martins-Costa HC, Diniz RCR, Lima FV, Andrade AGP, Tourino FD, et al. Variations in repetition duration and repetition numbers influence muscular activation and blood lactate response in protocols equalized by time under tension. J Strength Cond Res 2016;30(1):251-258. Doi:10.1519/JSC.0000000000001044
    » https://doi.org/10.1519/JSC.0000000000001044
  • 21
    Hermens HJ, Freriks B, Disselhorst-Klug C, Rau G. Development of recommendations for SEMG sensors and sensor placement procedures. J Electromyogr Kinesiol 2000;10(5):361-374. Doi:10.1016/S1050-6411(00)00027-4
    » https://doi.org/10.1016/S1050-6411(00)00027-4
  • 22
    Lagally KM, McCaw ST, Young GT, Medema HC, Thomas DQ. Ratings of perceived exertion and muscle activity during the bench press exercise in recreational and novice lifters. J Strength Cond Res 2004;18(2):359. Doi:10.1519/R-12782.1
    » https://doi.org/10.1519/R-12782.1
  • 23
    Kwatny E, Thomas DH, Kwatny HG. An Application of signal processing techniques to the study of myoelectric signals. IEEE Trans Biomed Eng 1970;17(4):303-313. Doi:10.1109/TBME.1970.4502758
    » https://doi.org/10.1109/TBME.1970.4502758
  • 24
    Cohen J. Statistical Power Analysis for the Behavioral Sciences. Cambridge: Academic Press; 1977.
  • 25
    Vigotsky AD, Ogborn D, Phillips SM. Motor unit recruitment cannot be inferred from surface EMG amplitude and basic reporting standards must be adhered to. Eur J Appl Physiol 2016;116(3):657-658. Doi:10.1007/s00421-015-3314-6
    » https://doi.org/10.1007/s00421-015-3314-6
  • 26
    McManus L, Hu X, Rymer WZ, Lowery MM, Suresh NL. Changes in motor unit behavior following isometric fatigue of the first dorsal interosseous muscle. J Neurophysiol 2015;113(9):3186-3196. Doi:10.1152/jn.00146.2015
    » https://doi.org/10.1152/jn.00146.2015
  • 27
    Santos WDN, Vieira CA, Bottaro M, Nunes VA, Ramirez-Campillo R, Steele J, et al. Resistance training performed to failure or not to failure results in similar total volume, but with different fatigue and discomfort levels. J Strength Cond Res 2019:1. Doi:10.1519/JSC.0000000000002915
    » https://doi.org/10.1519/JSC.0000000000002915
  • 28
    Masuda K, Masuda T, Sadoyama T, Inaki M, Katsuta S. Changes in surface EMG parameters during static and dynamic fatiguing contractions. J Electromyogr Kinesiol 1999;9(1):39-46. Doi: 10.1016/s1050-6411(98)00021-2.
    » https://doi.org/10.1016/s1050-6411(98)00021-2
  • 29
    Ogasawara R, Loenneke JP, Thiebaud RS, Abe T. Low-Load bench press training to fatigue results in muscle hypertrophy similar to high-load bench press training. Int J Clin Med 2013;04(02):114-121. Doi:10.4236/ijcm.2013.42022
    » https://doi.org/10.4236/ijcm.2013.42022
  • 30
    Sampson JA, Groeller H. Is repetition failure critical for the development of muscle hypertrophy and strength? Scand J Med Sci Sports 2016;26(4):375-383. Doi:10.1111/sms.12445
    » https://doi.org/10.1111/sms.12445

Publication Dates

  • Publication in this collection
    05 May 2021
  • Date of issue
    2021

History

  • Received
    20 Apr 2020
  • Reviewed
    25 June 2020
  • Accepted
    01 Aug 2020
Universidade Estadual de Maringá Avenida Colombo, 5790 - cep: 87020-900 - tel: 44 3011 4315 - Maringá - PR - Brazil
E-mail: revdef@uem.br