任务难度对整个视觉运动多日练习训练中神经调节的影响

IF 3.5 3区 医学 Q2 NEUROSCIENCES Brain Research Bulletin Pub Date : 2024-11-12 DOI:10.1016/j.brainresbull.2024.111124
Shuai Feng, Siyu Hong, Xin Zhang, Xing Wang, Lin Chen
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引用次数: 0

摘要

康复训练的效果取决于运动恢复过程,而运动恢复过程通常涉及长期的运动技能再学习。鉴于学习过程会受到任务难度的调节,阐明其背后的神经机制对于优化康复处方以适应不同患者的情况至关重要。本研究旨在通过脑电图(EEG)研究任务难度对力控制训练过程中大脑皮层反应的影响。研究人员进行了为期 8 天的视觉运动力追踪训练实验。实验招募了健康的右撇子参与者(33 人),并将他们随机分配到 3 个小组,每个小组的任务难度各不相同。任务难度由发力复杂程度和执行顺序分配的变化来操控,并向参与者提供实时视觉反馈以进行自我发力调整。行为表现采用预先设定的与表现准确性相关的评分标准进行量化评估。实验收集了脑电信号,并分析了任务执行过程中α-(8-13Hz)和β-(15-30Hz)频段内相应的事件相关非同步化(ERD)和相对功能连通性(FC)。此外,还进行了训练后实验,以评估学习的近转移能力。结果表明,所有行为表现在练习过程中都得到了改善,而任务难度越高,训练后的近迁移能力越强。神经系统对训练的动态反应可能是由难度水平的变化介导的,其中任务复杂度的增加与右侧背外侧前额叶区域内β波段先验活动的增强相对应。此外,在执行具有挑战性的任务时,观察到更强的α波段功能连接主要与左侧运动区(LMA)相关,连接的增强在训练后有选择性地持续存在,这似乎是技能转换性能提高的关键因素。这些发现说明了在以精确力控为目的的长期运动训练中,任务难度影响行为表现的动态神经机制。选择性加强的功能连接可能有助于促进训练干预后新任务的执行。因此,精心设计的任务难度策略有望对神经进行有益的调节,从而实现有效的运动康复。
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The impact of task difficulty on neural modulation throughout a visuomotor multi-day practice training.

The effectiveness of rehabilitation is contingent upon the motor recovery process which typically involves long-term motor skill re-acquisition. Given that the learning process can be modulated by task difficulty, elucidating the underlying neural mechanism is essential for optimizing rehabilitation prescription to suit different patient conditions. This study aimed to investigate the impact of task difficulty on cortical response during force-control training via electroencephalography (EEG). An 8-day visuomotor force-tracking training experiment was conducted. Healthy right-handed participants (N=33) were recruited and randomly assigned to 3 groups, and each group was tasked with a different level of difficulty. The task difficulty was manipulated by variation in force-production complexity and execution sequence assignments, with real-time visual feedback provided to participants for self-output adjustment. Behavioral performance was quantitatively assessed using a pre-defined score metric related to performance accuracy. The EEG signals were collected, and corresponding event-related desynchronization (ERD) and relative functional connectivity (FC) during the task execution were analyzed within the alpha- (8-13 Hz) and beta- (15-30 Hz) bands. A post-training experiment was also performed to evaluate the near-transfer capability of learning. Results showed all the behavioral performances improved during practice, while higher task difficulty level was affiliated with better post-training near-transfer ability. The dynamic neural response to training could be mediated by changes in difficulty level, where increased task complexity corresponded with the heightened activities in the beta-band priorly within the right dorsolateral prefrontal area. Additionally, stronger alpha-band functional connectivity was observed to be predominantly associated with the left motor area (LMA) during challenging tasks, and the intensification in connectivity persisted selectively post-training which appeared to be acritical factor for skill transfer performance improvement. These findings illustrated the dynamic neural mechanism through which task difficulty affects behavioral performance during long-term motor training with accurate force-control purpose. The selectively strengthened functional connectivity may contribute to facilitating new task execution after training interventions. Therefore, beneficial neural modulation can be expected to be feasible by well-designed task difficulty strategies for effective motor rehabilitation.

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来源期刊
Brain Research Bulletin
Brain Research Bulletin 医学-神经科学
CiteScore
6.90
自引率
2.60%
发文量
253
审稿时长
67 days
期刊介绍: The Brain Research Bulletin (BRB) aims to publish novel work that advances our knowledge of molecular and cellular mechanisms that underlie neural network properties associated with behavior, cognition and other brain functions during neurodevelopment and in the adult. Although clinical research is out of the Journal''s scope, the BRB also aims to publish translation research that provides insight into biological mechanisms and processes associated with neurodegeneration mechanisms, neurological diseases and neuropsychiatric disorders. The Journal is especially interested in research using novel methodologies, such as optogenetics, multielectrode array recordings and life imaging in wild-type and genetically-modified animal models, with the goal to advance our understanding of how neurons, glia and networks function in vivo.
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