DOI of the published article https://10.1249/MSS.0000000000003221
Individualized mental fatigue does not impact neuromuscular function and exercise performance
DOI:
https://doi.org/10.51224/SRXIV.260Keywords:
cognitive load, maximal voluntary contraction, motor evoked potential, evoked force, NIRS, perceived exertionAbstract
Introduction
Recent studies have questioned previous empirical evidence that mental fatigue negatively impacts physical performance. The purpose of this study is to investigate the critical role of individual differences in mental fatigue susceptibility by analyzing the neurophysiological and physical responses to an individualized mental fatigue task.
Methods:
In a pre-registered (https://osf.io/xc8nr/), randomized, within-participant design experiment, twenty-two recreational athletes completed a time to failure test at 80% of their peak power output under mental fatigue (individual mental effort) or control (low mental effort). Before and after the cognitive tasks, subjective feeling of mental fatigue, neuromuscular function of the knee extensors, and corticospinal excitability were measured. Sequential Bayesian analysis until it reached strong evidence in favor of the alternative hypothesis (BF10 > 6) or the null hypothesis (BF10 < 1/6) were conducted.
Results:
The individualized mental effort task resulted in a higher subjective feeling of mental fatigue in the mental fatigue condition: 0.50 (95%CI 0.39 - 0.62) AU compared to control: 0.19 (95%CI 0.06 - 0.339) AU. However, exercise performance was similar in both conditions (control; 410 (95%CI 357 – 463) vs. mental fatigue 422 (95%CI 367 – 477) seconds, BF10 = 0.15). Likewise, mental fatigue did not impair knee extensor maximal force generating capacity (BF10 = 0.928) and did not change the extent of fatigability or its origin after the cycling exercise.
Conclusions:
There is no evidence that mental fatigue adversely affects neuromuscular function or physical exercise, even if mental fatigue is individualized, computerized tasks seem not to affect physical performance.
Metrics
References
Skau S, Sundberg K, Kuhn H-G. A Proposal for a Unifying Set of Definitions of Fatigue. Front Psychol. 2021;12 Available from: https://www.frontiersin.org/article/10.3389/fpsyg.2021.739764.
Brown DMY, Graham JD, Innes KI, Harris S, Flemington A, Bray SR. Effects of Prior Cognitive Exertion on Physical Performance: A Systematic Review and Meta-analysis. Sports Med. 2019 ; Available from: https://doi.org/10.1007/s40279-019-01204-8. doi:10.1007/s40279-019-01204-8.
Giboin L-S, Wolff W. The effect of ego depletion or mental fatigue on subsequent physical endurance performance: A meta-analysis. Perform Enhanc Health. 2019;7(1):100150.
Marcora S, Staiano W, Manning V. Mental fatigue impairs physical performance in humans. J Appl Physiol. 2009;106(3):857–64.
Behrens M, Gube M, Chaabene H, et al. Fatigue and Human Performance: An Updated Framework. Sports Med. 2022; Available from: https://doi.org/10.1007/s40279-022-01748-2. doi:10.1007/s40279-022-01748-2.
Holgado D, Sanabria D, Perales JC, Vadillo MA. Mental fatigue might be not so bad for exercise performance after all: a systematic review and bias-sensitive meta-analysis. J Cogn. 2020;3(1):1–14.
Holgado D, Troya E, Perales JC, Vadillo M, Sanabria D. Does mental fatigue impair physical performance? A replication study. Eur J Sport Sc . 2020; doi:10.1080/17461391.2020.1781265.
O’Keeffe K, Hodder S, Lloyd A. A comparison of methods used for inducing mental fatigue in performance research: individualised, dual-task and short duration cognitive tests are most effective. Ergonomics. 2020;63(1):1–12.
Van Cutsem J, Marcora S, Pauw KD, Bailey S, Meeusen R, Roelands B. The Effects of Mental Fatigue on Physical Performance: A Systematic Review. Sports Med. 2017;47(8):1569–88.
Wascher E, Rasch B, Sänger J, et al. Frontal theta activity reflects distinct aspects of mental fatigue. Biol Psychol. 2014;96(1):57–65.
Borragán G, Guerrero-Mosquera C, Guillaume C, Slama H, Peigneux P. Decreased prefrontal connectivity parallels cognitive fatigue-related performance decline after sleep deprivation. An optical imaging study. Biol Psychol. 2019;144:115–24.
Shortz AE, Pickens A, Zheng Q, Mehta RK. The effect of cognitive fatigue on prefrontal cortex correlates of neuromuscular fatigue in older women. J NeuroEngineering Rehabil . 2015;12(1) Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84954078809&doi=10.1186%2fs12984-015-0108-3&partnerID=40&md5=76627150ea17eb2357ab8827fe11e4b6. doi:10.1186/s12984-015-0108-3.
Bailey SP, Harris GK, Lewis K, et al. Impact of a Carbohydrate Mouth Rinse on Corticomotor Excitability after Mental Fatigue in Healthy College-Aged Subjects. Brain Sci. 2021;11(8):972.
Pageaux B, Marcora SM, Rozand V, Lepers R. Mental fatigue induced by prolonged self-regulation does not exacerbate central fatigue during subsequent whole-body endurance exercise. Front Hum Neurosci . 2015;9
de Morree HM, Klein C, Marcora SM. Perception of effort reflects central motor command during movement execution. Psychophysiology. 2012;49(9):1242–53.
Dittrich N, Agostino D, Philippe RA, Guglielmo LGA, Place N. Effect of hypnotic suggestion on knee extensor neuromuscular properties in resting and fatigued states. PLOS ONE. 2018;13(4):e0195437.
Place N, Ivarsson N, Venckunas T, et al. Ryanodine receptor fragmentation and sarcoplasmic reticulum Ca2+ leak after one session of high-intensity interval exercise. Proc Natl Acad Sci. 2015;112(50):15492–7.
Borragán G, Slama H, Bartolomei M, Peigneux P. Cognitive fatigue: A Time-based Resource-sharing account. Cortex J Devoted Study Nerv Syst Behav. 2017;89:71–84.
Wang C, Ding M, Kluger BM. Change in intraindividual variability over time as a key metric for defining performance-based cognitive fatigability. Brain Cogn. 2014;85:251–8.
Borg G. Psychophysical scaling with applications in physical work and the perception of exertion. Scand J Work Environ Health. 1990;16 Suppl 1:55–8.
Halperin I, Emanuel A. Rating of Perceived Effort: Methodological Concerns and Future Directions. Sports Med . 2019; Available from: https://doi.org/10.1007/s40279-019-01229-z. doi:10.1007/s40279-019-01229-z.
Latella C, van der Groen O, Ruas CV, Taylor JL. Effect of fatigue-related group III/IV afferent firing on intracortical inhibition and facilitation in hand muscles. J Appl Physiol. 2020;128(1):149–58.
JASP Team. JASP (Version 0.10.2). 2019;
Quintana DS, Williams DR. Bayesian alternatives for common null-hypothesis significance tests in psychiatry: a non-technical guide using JASP. BMC Psychiatry. 2018;18(1):178.
Allen M, Poggiali D, Whitaker K, Marshall T, van Langen J, Kievit R. Raincloud plots: a multi-platform tool for robust data visualization [version 2; peer review: 2 approved]. Wellcome Open Res . 2021;4(63) doi:10.12688/wellcomeopenres.15191.2.
Pageaux B, Lepers R, Dietz KC, Marcora SM. Response inhibition impairs subsequent self-paced endurance performance. Eur J Appl Physiol. 2014;114(5):1095–105.
Holgado D, Mesquida C. Assessing the evidential value of mental fatigue and exercise research. 2023; Available from: https://sportrxiv.org/index.php/server/preprint/view/245.
O’Keeffe K, Raccuglia G, Hodder S, Lloyd A. Mental fatigue independent of boredom and sleepiness does not impact self-paced physical or cognitive performance in normoxia or hypoxia. J Sports Sci. 2021;39(15):1687–99.
Brown D, Boat R, Graham J, et al. A Multi-Lab Pre-Registered Replication Examining the Influence of Mental Fatigue on Endurance Performance: Should We Stay or Should We Go?: North American Society for the Psychology of Sport and Physical Activity Virtual Conference. 2021. p. 57–57.
Derosière G, Billot M, Ward ET, Perrey S. Adaptations of Motor Neural Structures’ Activity to Lapses in Attention. Cereb Cortex. 2015;25(1):66–74.
Morris AJ, Christie AD. The Effect of Mental Fatigue on Neuromuscular Function is Similar in Young and Older Women. Brain Sci. 2020;10(4):191.
Nakashima A, Moriuchi T, Matsuda D, et al. Corticospinal excitability during motor imagery is diminished by continuous repetition-induced fatigue. Neural Regen Res. 2020;16(6):1031–6.
Silva-Cavalcante MD, Couto PG, Azevedo RA, et al. Mental fatigue does not alter performance or neuromuscular fatigue development during self-paced exercise in recreationally trained cyclists. Eur J Appl Physiol. 2018;118(11):2477–87.
Pageaux B, Marcora SM, Lepers R. Prolonged mental exertion does not alter neuromuscular function of the knee extensors. Med Sci Sports Exerc. 2013;45(12):2254–64.
Yeung MK, Lee TL, Han YMY, Chan AS. Prefrontal activation and pupil dilation during n-back task performance: A combined fNIRS and pupillometry study. Neuropsychologia. 2021;159:107954.
Fishburn F, Norr M, Medvedev A, Vaidya C. Sensitivity of fNIRS to cognitive state and load. Front Hum Neurosci . 2014 [cited 2023 Jan 25];8 Available from: https://www.frontiersin.org/articles/10.3389/fnhum.2014.00076.
Meidenbauer KL, Choe KW, Cardenas-Iniguez C, Huppert TJ, Berman MG. Load-dependent relationships between frontal fNIRS activity and performance: A data-driven PLS approach. NeuroImage. 2021;230:117795.
Baker JM, Bruno JL, Gundran A, Hosseini SMH, Reiss AL. fNIRS measurement of cortical activation and functional connectivity during a visuospatial working memory task. PLOS ONE. 2018;13(8):e0201486.
Wang C, Trongnetrpunya A, Samuel IBH, Ding M, Kluger BM. Compensatory Neural Activity in Response to Cognitive Fatigue. J Neurosci. 2016;36(14):3919–24.
Khaksari K, Condy E, Millerhagen JB, Anderson AA, Dashtestani H, Gandjbakhche AH. Effects of Performance and Task Duration on Mental Workload during Working Memory Task. Photonics. 2019;6(3):94.
Dietrich A, Audiffren M. The reticular-activating hypofrontality (RAH) model of acute exercise. Neurosci Biobehav Rev. 2011;35(6):1305–25.
Russell S, Jenkins D, Rynne S, Halson SL, Kelly V. What is mental fatigue in elite sport? Perceptions from athletes and staff. Eur J Sport Sci. 2019;1–10.
Russell S, Jenkins DG, Halson SL, Juliff LE, Kelly VG. How do elite female team sport athletes experience mental fatigue? Comparison between international competition, training and preparation camps. Eur J Sport Sci. 2022;22(6):877–87.
Brown D, Bray SR. Heart rate biofeedback attenuates effects of mental fatigue on exercise performance. Psychol Sport Exerc. 2019;41:70–9.
Dallaway N, Leo S, Ring C. How am I doing? Performance feedback mitigates effects of mental fatigue on endurance exercise performance. Psychol Sport Exerc. 2022;102210
Downloads
Posted
Categories
License
Copyright (c) 2023 Darías Holgado, Léo Jolidon, Guillermo Borragan, Daniel Sanabria, Nicolas Place
This work is licensed under a Creative Commons Attribution 4.0 International License.