Effects of fatiguing, submaximal high- versus low-torque isometric exercise on motor unit recruitment and firing behavior
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The purpose of this investigation was to evaluate the effects of repeated, high- (HT: 70% MVIC) versus low-torque (LT: 30% MVIC) isometric exercise performed to failure on motor unit (MU) recruitment and firing behavior of the vastus lateralis. Eighteen resistance-trained males (23.1 ± 3.8 years) completed familiarization, followed by separate experimental sessions in which they completed either HT or LT exercise to failure in random order. LT exercise resulted in a greater time to task failure and a more dramatic decline in the muscle's force capacity, but the total work completed was similar for HT and LT exercise. An examination of the firing trains from 4670 MUs recorded during exercise revealed that firing rates generally increased during HT and LT exercise, but were higher during HT than LT exercise. Furthermore, recruitment thresholds (RT) did not significantly change during HT exercise, whereas the RT of the smallest MUs increased and the RT for the moderate to large MUs decreased during LT exercise. Both HT and LT exercise resulted in the recruitment of additional higher threshold MUs in order to maintain torque production. However, throughout exercise, HT required the recruitment of larger MUs than did LT exercise. In a few cases, however, MUs were recruited by individuals during LT exercise that were similar in size and original (pre) RT to those detected during HT exercise. Thus, the ability to achieve full MU recruitment during LT exercise may be dependent on the subject. Consequently, our data emphasize the task and subject dependency of muscle fatigue.
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Muddle et al. employed a decomposition technique and found that heavier loads were required to recruit the full spectrum of higher threshold motor units, although these results varied somewhat between individuals.
“Analysis of the firing trains from more than 4000 motor units in the vastus lateralis muscle showed that heavier loads were required to recruit the full spectrum of higher threshold motor units, although these results varied somewhat between individuals.”
From Loading recommendations for muscle strength, hypertrophy, and local endurance: a re-examination of the repetition continuum. (2021) · cites this paper as [69]
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Resistance exercise load does not determine training-mediated hypertrophic gains in young men
Mitchell, C. J., Churchward-Venne, T. A., West, D. W. D., Burd, N. A., Breen, L., Baker, S. K., & Phillips, S. M. (2012) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00307.2012 · Cited by 627 · see citing works
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Research works printed but not linked: 61
- Adam, A., and C. J. De Luca. 2003 Recruitment order of motor units in human vastus lateralis muscle is maintained during fatiguing contractions. J. Neurophysiol. 90: 2919– 2927. 14615422
- Adam, A., and C. J. De Luca. 2005 Firing rates of motor units in human vastus lateralis muscle during fatiguing isometric contractions. J. Appl. Physiol. 99: 268– 280. 16036904
- Alkner, B. A., P. A. Tesch, and H. E. Berg. 2000 Quadriceps EMG/force relationship in knee extension and leg press. Med. Sci. Sports Exerc. 32: 459– 463. 10694132
- Amann, M., and J. A. Dempsey. 2008 Locomotor muscle fatigue modifies central motor drive in healthy humans and imposes a limitation to exercise performance. J. Physiol. 586: 161– 173. 17962334 PMC2375542
- Amann, M., M. W. Eldridge, A. T. Lovering, M. K. Stickland, D. F. Pegelow, and J. A. Dempsey. 2006 Arterial oxygenation influences central motor output and exercise performance via effects on peripheral locomotor muscle fatigue in humans. J. Physiol. 575: 937– 952. 16793898 PMC1995675
- Amann, M., G. M. Blain, L. T. Proctor, J. J. Sebranek, D. F. Pegelow, and J. A. Dempsey. 2011 Implications of group III and IV muscle afferents for high‐intensity endurance exercise performance in humans. J. Physiol. 589: 5299– 5309. 21878520 PMC3225681
- Bigland‐Ritchie, B. R., N. J. Dawson, R. S. Johansson, and O. C. Lippold. 1986 Reflex origin for the slowing of motoneurone firing rates in fatigue of human voluntary contractions. J. Physiol. 379: 451– 459. 3560001 PMC1182907
- Bongiovanni, L. G., K. E. Hagbarth, and L. Stjernberg. 1990 Prolonged muscle vibration reducing motor output in maximal voluntary contractions in man. J. Physiol. 423: 15– 26. 2388149 PMC1189743
- Burnley, M., A. Vanhatalo, J. Fulford, and A. M. Jones. 2010 Similar metabolic perturbations during all‐out and constant force exhaustive exercise in humans: a 31P magnetic resonance spectroscopy study. Exp. Physiol. 95: 798– 807. 20360422
- Burnley, M., A. Vanhatalo, and A. M. Jones. 2012 Distinct profiles of neuromuscular fatigue during muscle contractions below and above the critical torque in humans. J. Appl. Physiol. 113: 215– 223. 22556396
- Carpentier, A., J. Duchateau, and K. Hainaut. 2001 Motor unit behaviour and contractile changes during fatigue in the human first dorsal interosseus. J. Physiol. 534: 903– 912. 11483719 PMC2278734
- Chidnok, W., F. J. DiMenna, J. Fulford, S. J. Bailey, P. F. Skiba, A. Vanhatalo, et al. 2013 Muscle metabolic responses during high‐intensity intermittent exercise measured by 31 P‐MRS: relationship to the critical power concept. Am. J. Physiol. Regul. Integr. Comp. Physiol. 305: R1085– R1092. 24068048 PMC3840318
- Contessa, P., and C. J. De Luca. 2013 Neural control of muscle force: indications from a simulation model. J. Neurophysiol. 109: 1548– 1570. 23236008 PMC3602935
- Contessa, P., C. J. De Luca, and J. C. Kline. 2016 The compensatory interaction between motor unit firing behavior and muscle force during fatigue. J. Neurophysiol. 116: 1579– 1585. 27385798 PMC5144693
- De Luca, C. J., and P. Contessa. 2012 Hierarchical control of motor units in voluntary contractions. J. Neurophysiol. 107: 178– 195. 21975447 PMC3349682
- De Luca, C. J., and Z. Erim. 1994 Common drive of motor units in regulation of muscle force. Trends Neurosci. 17: 299– 305. 7524216
- De Luca, C. J., and E. C. Hostage. 2010 Relationship between firing rate and recruitment threshold of motoneurons in voluntary isometric contractions. J. Neurophysiol. 104: 1034‐ 1046. 20554838 PMC2934917
- De Luca, C. J., and S. H. Nawab. 2011 Reply to Farina and Enoka: the reconstruct‐and‐test approach is the most appropriate validation for surface EMG signal decomposition to date. J. Neurophysiol. 105: 983– 984. 21304161
- De Luca, C. J., A. Adam, R. Wotiz, L. D. Gilmore, and S. H. Nawab. 2006 Decomposition of surface EMG signals. J. Neurophysiol. 96: 1646– 1657. 16899649
- Duchateau, J., and K. Hainaut. 1993 Behaviour of short and long latency reflexes in fatigued human muscles. J. Physiol. 471: 787– 799. 8120833 PMC1143989
- Enoka, R. M., and J. Duchateau. 2015 Inappropriate interpretation of surface EMG signals and muscle fiber characteristics impedes understanding of the control of neuromuscular function. J. Appl. Physiol. 119: 1516– 1518. 26159758
- Enoka, R. M., G. A. Robinson, and A. R. Kossev. 1989 Task and fatigue effects on low‐threshold motor units in human hand muscle. J. Neurophysiol. 62: 1344– 1359. 2600629
- Farina, D., A. Holobar, M. Gazzoni, D. Zazula, R. Merletti, and R. M. Enoka. 2009 Adjustments differ among low‐threshold motor units during intermittent, isometric contractions. J. Neurophysiol. 101: 350– 359. 19004996 PMC2637005
- Fuglevand, A. J., K. M. Zackowski, K. A. Huey, and R. M. Enoka. 1993 Impairment of neuromuscular propagation during human fatiguing contractions at submaximal forces. J. Physiol. 460: 549– 572. 8387589 PMC1175228
- Gagnon, P., D. Saey, I. Vivodtzev, L. Laviolette, V. Mainguy, J. Milot, et al. 2009 Impact of preinduced quadriceps fatigue on exercise response in chronic obstructive pulmonary disease and healthy subjects. J. Appl. Physiol. 107: 832– 840. 19574500
- Garland, S. J., and A. J. McComas. 1990 Reflex inhibition of human soleus muscle during fatigue. J. Physiol. 429: 17– 27. 2277345 PMC1181684
- Henneman, E. 1957 Relation between size of neurons and their susceptibility to discharge. Science 126: 1345– 1347. 13495469
- Herda, T. J., J. A. Siedlik, M. A. Trevino, M. A. Cooper, and J. P. Weir. 2015 Motor unit control strategies of endurance‐versus resistance‐trained individuals. Muscle Nerve 52: 832– 843. 25664898
- Hogan, M. C., R. S. Richardson, and L. J. Haseler. 1999 Human muscle performance and PCr hydrolysis with varied inspired oxygen fractions: a 31 P‐MRS study. J. Appl. Physiol. 86: 1367– 1373. 10194224
- Hu, X., W. Z. Rymer, and N. L. Suresh. 2013a Motor unit pool organization examined via spike‐triggered averaging of the surface electromyogram. J. Neurophysiol. 110: 1205– 1220. 23699053 PMC4073930
- Hu, X., W. Z. Rymer, and N. L. Suresh. 2013b Reliability of spike triggered averaging of the surface electromyogram for motor unit action potential estimation. Muscle Nerve 48: 557– 570. 23424086
- Hu, X., W. Z. Rymer, and N. L. Suresh. 2013c Assessment of validity of a high‐yield surface electromyogram decomposition. J. Neuroeng. Rehabil. 10: 99. 24059856 PMC3849018
- Hu, X., W. Z. Rymer, and N. L. Suresh. 2014a Control of motor unit firing during step‐like increases in voluntary force. Front. Hum. Neurosci. 8: 721. 25309395 PMC4160994
- Hu, X., W. Z. Rymer, and N. L. Suresh. 2014b Motor unit firing rate patterns during voluntary muscle force generation: a simulation study. J. Neural Eng. 11: 026015. 24658323
- Hureau, T. J., G. P. Ducrocq, and G. M. Blain. 2016 Peripheral and central fatigue development during all‐out repeated cycling sprints. Med. Sci. Sports Exerc. 48: 391– 401. 26496420
- Jenkins, N. D. M., T. J. Housh, H. C. Bergstrom, K. C. Cochrane, E. C. Hill, C. M. Smith, et al. 2015 Muscle activation during three sets to failure at 80 vs. 30% 1RM resistance exercise. Euro. J. Appl. Physiol. 115: 2335– 2347. 26159316
- Kelly, L. A., S. Racinais, and A. G. Cresswell. 2013 Discharge properties of abductor hallucis before, during, and after an isometric fatigue task. J. Neurophysiol. 110: 891– 898. 23678020
- Kernell, D., and A. W. Monster. 1982 Motoneurone properties and motor fatigue. Exp. Brain Res. 46: 197– 204. 6284540
- Kniffki, K. D., S. Mense, and R. F. Schmidt. 1978 Responses of group IV afferent units from skeletal muscle to stretch, contraction and chemical stimulation. Exp. Brain Res. 31: 511– 522. 658178
- Light, A. R., R. W. Hughen, J. Zhang, J. Rainier, Z. Liu, and J. Lee. 2008 Dorsal root ganglion neurons innervating skeletal muscle respond to physiological combinations of protons, ATP, and lactate mediated by ASIC, P2X, and TRPV1. J. Neurophys. 100: 1184– 1201. PMC6195653 18509077
- Lind, A. R., and J. S. Petrofsky. 1979 Amplitude of the surface electromyogram during fatiguing isometric contractions. Muscle Nerve 2: 257– 264. 492202
- Macefield, G., K. E. Hagbarth, R. Gorman, S. C. Gandevia, and D. Burke. 1991 Decline in spindle support to alpha‐motoneurones during sustained voluntary contractions. J. Physiol. 440: 497– 512. 1839558 PMC1180165
- McManus, L., X. Hu, W. Z. Rymer, M. M. Lowery, and N. L. Suresh. 2015 Changes in motor unit behavior following isometric fatigue of the first dorsal interosseous muscle. J. Neurophys. 113: 3186– 3196. PMC4432683 25761952
- Mense, S. 1977 Nervous outflow from skeletal muscle following chemical noxious stimulation. J. Physiol. 267: 75– 88. 141496 PMC1283603
- Mettler, J. A., and L. Griffin. 2016 Muscular endurance training and motor unit firing patterns during fatigue. Exp. Brain Res. 234: 267– 276. 26449966
- Milner‐Brown, H. S., R. B. Stein, and R. Yemm. 1973 The orderly recruitment of human motor units during voluntary isometric contractions. J. Physiol. 230: 359– 370. 4350770 PMC1350367
- Mottram, C. J., J. M. Jakobi, J. G. Semmler, and R. M. Enoka. 2005 Motor‐unit activity differs with load type during a fatiguing contraction. J. Neurophys. 93: 1381– 1392. 15483059
- Nawab, S. H., S. S. Chang, and C. J. De Luca. 2010 High‐yield decomposition of surface EMG signals. Clin. Neurophysiol. 121: 1602– 1615. 20430694 PMC2932793
- Petrofsky, J. S., R. M. Glaser, C. A. Phillips, A. R. Lind, and C. Williams. 1982 Evaluation of the amplitude and frequency components of the surface EMG as an index of muscle fatigue. Ergonomics 25: 213– 223. 7117234
- Pope, Z. K., G. M. Hester, F. M. Benik, and J. M. DeFreitas. 2016 Action potential amplitude as a noninvasive indicator of motor unit‐specific hypertrophy. J. Neurophys. 115: 2608– 2614. PMC4922476 26936975
- Potvin, J. R., and A. J. Fuglevand. 2017b A motor‐unit based model of muscle fatigue. PLoS Comput. Biol. 13: e1005581. 28574981 PMC5473583
- Romer, L. M., H. C. Haverkamp, M. Amann, A. T. Lovering, D. F. Pegelow, and J. A. Dempsey. 2007 Effect of acute severe hypoxia on peripheral fatigue and endurance capacity in healthy humans. Am. J. Physiol. Regul. Integr. Comp. Physiol. 292: R598– R606. 16959862
- Rossman, M. J., R. S. Garten, M. Venturelli, M. Amann, and R. S. Richardson. 2014 The role of active muscle mass in determining the magnitude of peripheral fatigue during dynamic exercise. Am. J. Physiol. Regul. Integr. Comp. Physiol. 306: R934– R940. 24740653 PMC4159732
- Rotto, D. M., and M. P. Kaufman. 1988 Effect of metabolic products of muscular contraction on discharge of group III and IV afferents. J. Appl. Physiol. 64: 2306– 2313. 3136123
- de Ruiter, C. J., M. J. Elzinga, P. W. Verdijk, W. van Mechelen, and A. de Haan. 2005 Changes in force, surface and motor unit EMG during post‐exercise development of low frequency fatigue in vastus lateralis muscle. Eur. J. Appl. Physiol. 94: 659– 669. 15887021
- Sidhu, S. K., J. C. Weavil, M. Venturelli, R. S. Garten, M. J. Rossman, R. S. Richardson, et al. 2014 Spinal μ‐opioid receptor‐sensitive lower limb muscle afferents determine corticospinal responsiveness and promote central fatigue in upper limb muscle. J. Physiol. 592: 5011– 5024. 25172953 PMC4259540
- Trevino, M. A., T. J. Herda, A. C. Fry, P. M. Gallagher, J. P. Vardiman, E. M. Mosier, et al. 2016 Influence of the contractile properties of muscle on motor unit firing rates during a moderate‐intensity contraction in vivo. J. Neurophysiol. 116: 552– 562. 27146989 PMC4978784
- Vanhatalo, A., J. Fulford, F. J. DiMenna, and A. M. Jones. 2010 Influence of hyperoxia on muscle metabolic responses and the power–duration relationship during severe‐intensity exercise in humans: a 31P magnetic resonance spectroscopy study. Exp. Physiol. 95: 528– 540. 20028850
- Vila‐Chã, C., D. Falla, M. V. Correia, and D. Farina. 2012 Adjustments in motor unit properties during fatiguing contractions after training. Med. Sci. Sports Exerc. 44: 616– 624. 21904248
- Woods, J. J., F. Furbush, and B. R. Bigland‐Ritchie. 1987 Evidence for a fatigue‐induced reflex inhibition of motoneuron firing rates. J. Neurophysiol. 58: 125– 137. 3039078
- Zaheer, F., S. H. Roy, and C. J. De Luca. 2012 Preferred sensor sites for surface EMG signal decomposition. Physiol. Meas. 33: 195– 206. 22260842 PMC3428954
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- Authors
- Muddle, T. W. D., Colquhoun, R. J., Magrini, M. A., Luera, M. J., DeFreitas, J. M., & Jenkins, N. D. M.
- Affiliations
- Oklahoma State University (US)
- Corresponding author
- Jenkins, Nathaniel D. M.
- ORCID
- Venue
- Physiological Reports
- Publisher
- Wiley
- Published
- 2018-04
- Volume
- 6
- Issue
- 8
- Pages
- e13675
- ISSN
- 2051-817X (ISSN-L)
- PMC
- PMC5907942
- OpenAlex
- W2799734388
- Cited by
- 41
- References
- 1
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 5 · 2023: 8 · 2022: 3 · 2021: 4 · 2020: 5 · 2019: 7 · 2018: 2
- FWCI
- 1.75
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Physiological Reports (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Muscle activation and electromyography studies
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
- Keywords
- motor unit recruitment, isometric exercise, vastus lateralis, motor unit recruitment threshold, firing rate, muscle fatigue, task dependencies, resistance-trained men
- MeSH terms
- Action Potentials, Adult, Humans, Isometric Contraction, Male, Motor Neurons, Recruitment, Neurophysiological, Exercise, Muscle, Skeletal, Muscle Fatigue, Torque, Young Adult
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