Electroencephalography evidence of functional connectivity modulation and its correlation with bimanual visuomotor learning.

IF 3.9 3区 工程技术 Q2 NEUROSCIENCES
Cognitive Neurodynamics Pub Date : 2025-12-01 Epub Date: 2025-09-24 DOI:10.1007/s11571-025-10336-9
Chatrin Phunruangsakao, Chihiro Hosoda, Mitsuhiro Hayashibe
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Abstract

Recent studies have shown that neuroplasticity related to sensorimotor adaptation can occur within short time frames, ranging from minutes to hours. However, it remains unclear whether bimanual training can induce similar effects. Therefore, the objective is to investigate immediate functional brain changes following brief bimanual visuomotor adaptation training. Node and edge-level electroencephalogram functional connectivity analysis and principal component regression were employed to examine changes related to visuomotor tracking task performance. The results revealed significant post-training improvements in bimanual performance, along with decreased node closeness centrality in the non-dominant right frontal and sensorimotor regions within the beta band, as well as in the right frontal, sensorimotor, and occipital regions within the gamma band. Edge-wise analysis indicated reduced beta- and gamma-band connectivity in the right hemisphere, aligning with the node-wise findings. Additionally, theta-band closeness centrality in the frontal, centroparietal, occipital, and temporal regions was positively correlated with bimanual performance, indicating a shift toward more centralized processing as performance increased. Principal component regression further demonstrated its predictive value for bimanual visuomotor performance. This study demonstrates that brief bimanual training elicits immediate functional connectivity changes associated with improved motor performance, particularly reduced right hemisphere beta/gamma connectivity and increased theta centrality. These findings highlight dynamic neural reorganization during bimanual adaptation. However, the interpretation of the results is limited by small sample size, EEG's low spatial resolution, and bias in functional connectivity estimation. These findings provide insights into adaptation mechanisms that could inform rehabilitation strategies for individuals with motor impairments.

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功能连接调节的脑电图证据及其与双手视觉运动学习的相关性。
最近的研究表明,与感觉运动适应相关的神经可塑性可以在短时间内发生,从几分钟到几小时不等。然而,目前尚不清楚双手训练是否能产生类似的效果。因此,目的是研究简短的双手视觉运动适应训练后大脑的即时功能变化。采用节点和边缘水平脑电图功能连通性分析和主成分回归研究视觉运动跟踪任务表现的相关变化。结果显示,训练后双手表现显著改善,同时非主导的右额叶和感觉运动区域在β波段,以及在右额叶、感觉运动和枕叶区域在γ波段的节点接近中心性降低。边缘分析表明右半球的β和γ波段连接减少,与节点分析结果一致。此外,额叶区、中央顶叶区、枕叶区和颞叶区的θ波段接近中心性与双手操作能力呈正相关,表明随着操作能力的提高,大脑向更集中的处理过程转变。主成分回归进一步证明了其对双手视觉运动表现的预测价值。这项研究表明,短暂的双手训练会引起与运动表现改善相关的即时功能连接变化,特别是右半球β / γ连接减少和θ中心性增加。这些发现强调了双手适应过程中的动态神经重组。然而,结果的解释受到样本量小、EEG空间分辨率低和功能连接估计偏差的限制。这些发现提供了对适应机制的见解,可以为运动障碍患者的康复策略提供信息。
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来源期刊
Cognitive Neurodynamics
Cognitive Neurodynamics 医学-神经科学
CiteScore
6.90
自引率
18.90%
发文量
140
审稿时长
12 months
期刊介绍: Cognitive Neurodynamics provides a unique forum of communication and cooperation for scientists and engineers working in the field of cognitive neurodynamics, intelligent science and applications, bridging the gap between theory and application, without any preference for pure theoretical, experimental or computational models. The emphasis is to publish original models of cognitive neurodynamics, novel computational theories and experimental results. In particular, intelligent science inspired by cognitive neuroscience and neurodynamics is also very welcome. The scope of Cognitive Neurodynamics covers cognitive neuroscience, neural computation based on dynamics, computer science, intelligent science as well as their interdisciplinary applications in the natural and engineering sciences. Papers that are appropriate for non-specialist readers are encouraged. 1. There is no page limit for manuscripts submitted to Cognitive Neurodynamics. Research papers should clearly represent an important advance of especially broad interest to researchers and technologists in neuroscience, biophysics, BCI, neural computer and intelligent robotics. 2. Cognitive Neurodynamics also welcomes brief communications: short papers reporting results that are of genuinely broad interest but that for one reason and another do not make a sufficiently complete story to justify a full article publication. Brief Communications should consist of approximately four manuscript pages. 3. Cognitive Neurodynamics publishes review articles in which a specific field is reviewed through an exhaustive literature survey. There are no restrictions on the number of pages. Review articles are usually invited, but submitted reviews will also be considered.
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