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精神疲劳对自行车任务中脑活动的电生理影响:一种小波分析方法。

Electrophysiological impact of mental fatigue on brain activity during a bike task: A wavelet analysis approach.

机构信息

Human Physiology and Sports Physiotherapy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Belgium.

Human Physiology and Sports Physiotherapy Research Group, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Belgium; BruBotics, Vrije Universiteit Brussel, Brussels, Belgium.

出版信息

Physiol Behav. 2024 Aug 1;282:114586. doi: 10.1016/j.physbeh.2024.114586. Epub 2024 May 17.

Abstract

This study explored how mental fatigue affects brain activity during a low-intensity bike task utilising a continuous wavelet transformation in electroencephalography (EEG) analysis. The aim was to examine changes in brain activity potentially linked to central motor commands and to investigate their relationship with ratings of perceived exertion (RPE). In this study, sixteen participants (age: 21 ± 6 y, 7 females, 9 males) underwent one familiarization and two experimental trials in a randomised, blinded, cross-over study design. Participants executed a low-intensity bike task (9 min; 45 rpm; intensity (W): 10 % below aerobic threshold) after performing a mentally fatiguing (individualized 60-min Stroop task) or a control (documentary) task. Physiological (heart rate, EEG) and subjective measures (self-reported feeling of mental fatigue, RPE, cognitive load, motivation) were assessed prior, during and after the bike task. Post-Stroop, self-reported feeling of mental fatigue was higher in the intervention group (EXP) (74 ± 16) than in the control group (CON) (37 ± 17; p < 0.001). No significant differences in RPE during the bike task were observed between conditions. EEG analysis revealed significant differences (p < 0.05) in beta frequency (13-30 Hz) during the bike task, with EXP exhibiting more desynchronization during the pedal push phase and synchronization during the pedal release phase. These results suggest that mental fatigue, confirmed by both subjective and neurophysiological markers, did not significantly impact RPE during the bike task, possibly due to the use of the CR100 scale or absence of a performance outcome. However, EEG data did reveal significant beta band alterations during the task, indicating increased neural effort under mental fatigue. These findings reveal, for the first time, how motor-related brain activity at the motor cortex is impacted during a low-intensity bike task when mentally fatigued.

摘要

本研究利用脑电图(EEG)分析中的连续小波变换,探讨了精神疲劳如何影响低强度自行车任务期间的大脑活动。目的是检查与中枢运动指令相关的潜在大脑活动变化,并研究它们与感知用力(RPE)的关系。在这项研究中,16 名参与者(年龄:21 ± 6 岁,7 名女性,9 名男性)在随机、盲法、交叉研究设计中进行了一次预适应和两次实验试验。参与者在执行精神疲劳(个性化 60 分钟 Stroop 任务)或对照(纪录片)任务后进行低强度自行车任务(9 分钟;45 rpm;强度(W):低于有氧阈值 10%)。在自行车任务之前、期间和之后评估生理(心率、脑电图)和主观测量(自我报告的精神疲劳感、RPE、认知负荷、动机)。在 Strop 之后,干预组(EXP)(74 ± 16)的自我报告的精神疲劳感高于对照组(CON)(37 ± 17;p <0.001)。在自行车任务期间,两种条件之间没有观察到 RPE 的显著差异。脑电图分析显示,在自行车任务期间,β频带(13-30 Hz)存在显著差异(p <0.05),EXP 在踏板推阶段表现出更多的去同步化,在踏板释放阶段表现出更多的同步化。这些结果表明,精神疲劳通过主观和神经生理标志物得到证实,并未显著影响自行车任务期间的 RPE,这可能是由于使用了 CR100 量表或缺乏绩效结果。然而,脑电图数据确实显示在任务期间存在显著的β频带变化,表明在精神疲劳时大脑皮层的运动相关脑活动受到影响,需要更多的神经努力。这些发现首次揭示了在低强度自行车任务期间,当精神疲劳时,运动皮层的运动相关脑活动如何受到影响。

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