TY - JOUR A1 - Martinez-Valdes, Eduardo Andrés A1 - Guzman-Venegas, R. A. A1 - Silvestre, R. A. A1 - Macdonald, J. H. A1 - Falla, D. A1 - Araneda, O. F. A1 - Haichelis, D. T1 - Electromyographic adjustments during continuous and intermittent incremental fatiguing cycling JF - Psychotherapeut N2 - We studied the sensitivity of electromyographic (EMG) variables to load and muscle fatigue during continuous and intermittent incremental cycling. Fifteen men attended three laboratory sessions. Visit 1: lactate threshold, peak power output, and VO2max. Visits 2 and 3: Continuous (more fatiguing) and intermittent (less fatiguing) incremental cycling protocols [20%, 40%, 60%, 80% and 100% of peak power output (PPO)]. During both protocols, multichannel EMG signals were recorded from vastus lateralis: muscle fiber conduction velocity (MFCV), instantaneous mean frequency (iMNF), and absolute and normalized root mean square (RMS) were analyzed. MFCV differed between protocols (P<0.001), and only increased consistently with power output during intermittent cycling. RMS parameters were similar between protocols, and increased linearly with power output. However, only normalized RMS was higher during the more fatiguing 100% PPO stage of the continuous protocol [continuous-intermittent mean difference (95% CI): 45.1 (8.5% to 81.7%)]. On the contrary, iMNF was insensitive to load changes and muscle fatigue (P=0.14). Despite similar power outputs, continuous and intermittent cycling influenced MFCV and normalized RMS differently. Only normalized RMS was sensitive to both increases in power output (in both protocols) and muscle fatigue, and thus is the most suitable EMG parameter to monitor changes in muscle activation during cycling. KW - Fatigue KW - surface electromyography KW - muscle fiber conduction velocity KW - amplitude KW - frequency spectrum Y1 - 2016 U6 - https://doi.org/10.1111/sms.12578 SN - 0905-7188 SN - 1600-0838 VL - 26 SP - 1273 EP - 1282 PB - Wiley-Blackwell CY - Hoboken ER - TY - JOUR A1 - Martinez-Valdes, Eduardo Andrés A1 - Laine, C. M. A1 - Falla, D. A1 - Mayer, Frank A1 - Farina, D. T1 - High-density surface electromyography provides reliable estimates of motor unit behavior JF - Clinical neurophysiology N2 - Objective: To assess the intra-and inter-session reliability of estimates of motor unit behavior and muscle fiber properties derived from high-density surface electromyography (HDEMG). Methods: Ten healthy subjects performed submaximal isometric knee extensions during three recording sessions (separate days) at 10%, 30%, 50% and 70% of their maximum voluntary effort. The discharge timings of motor units of the vastus lateralis and medialis muscles were automatically identified from HDEMG by a decomposition algorithm. We characterized the number of detected motor units, their discharge rates, the coefficient of variation of their inter-spike intervals (CoVisi), the action potential conduction velocity and peak-to-peak amplitude. Reliability was assessed for each motor unit characteristics by intra-class correlation coefficient (ICC). Additionally, a pulse-to-noise ratio (PNR) was calculated, to verify the accuracy of the decomposition. Results: Good to excellent reliability within and between sessions was found for all motor unit characteristics at all force levels (ICCs > 0.8), with the exception of CoVisi that presented poor reliability (ICC < 0.6). PNR was high and similar for both muscles with values ranging between 45.1 and 47.6 dB (accuracy > 95%). Conclusion: Motor unit features can be assessed non-invasively and reliably within and across sessions over a wide range of force levels. Significance: These results suggest that it is possible to characterize motor units in longitudinal intervention studies. (C) 2016 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved. KW - High-density surface EMG KW - Motor unit decomposition KW - Conduction velocity KW - Motor unit discharge rate KW - Vastus lateralis KW - Vastus medialis Y1 - 2016 U6 - https://doi.org/10.1016/j.clinph.2015.10.065 SN - 1388-2457 SN - 1872-8952 VL - 127 SP - 2534 EP - 2541 PB - Elsevier CY - Clare ER - TY - JOUR A1 - Mendez-Rebolledo, Guillermo A1 - Gatica-Rojas, Valeska A1 - Martinez-Valdes, Eduardo Andrés A1 - Xie, H. B. T1 - The recruitment order of scapular muscles depends on the characteristics of the postural task JF - Journal of electromyography and kinesiology N2 - Previous studies show that the scapular muscle recruitment order could possibly change according to the characteristics of the postural task. We aimed to compare the activation latencies of serratus anterior (SA), upper, middle, and lower trapezius (UT, MT and LT, respectively) between an unpredictable perturbation (sudden arm destabilization) and a predictable task (voluntary arm raise) and, to determine the differences in the muscle recruitment order in each task. The electromyographic signals of 23 participants were recorded while the tasks were performed. All scapular muscles showed earlier onset latency in the voluntary arm raise than in the sudden arm destabilization. No significant differences were observed in the muscle recruitment order for the sudden arm destabilization (p > 0.05). Conversely, for voluntary arm raise the MT, LT SA and anterior deltoid (AD) were activated significantly earlier than the UT (p < 0.001). Scapular muscles present a specific recruitment order during a predictable task: SA was activated prior to the AD and the UT after the AD, in a recruitment order of SA, AD, UT, MT, and LT. While in an unpredictable motor task, all muscles were activated after the destabilization without a specific recruitment order, but rather a simultaneous activation. (C) 2016 Elsevier Ltd. All rights reserved. KW - Reaction time KW - Muscle latency KW - Electromyography KW - Motor control KW - Anticipatory KW - Compensatory Y1 - 2016 U6 - https://doi.org/10.1016/j.jelekin.2016.09.001 SN - 1050-6411 SN - 1873-5711 VL - 31 SP - 40 EP - 47 PB - Elsevier CY - Oxford ER -