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bioRxiv · 10.1101/2024.11.11.621252

Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex

Kamali, S.·Baroni, F.·Varona, P.
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Abstract

A better understanding of the neural and muscular mechanisms underlying motor responses is essential for advancing neurorehabilitation protocols, brain-computer interfaces (BCI), feature engineering for biosignal classification algorithms, and identifying biomarkers of disease and performance enhancement strategies. In this study, we examined the neuromuscular dynamics of healthy individuals during a sequential finger-pinching task, focusing on the relationships between cortical oscillations and muscle activity in simultaneous electroencephalography (EEG) and electromyography (EMG) recordings. We contrasted two pairs of subsets of the dataset based on the latency of EMG onset: an across-subjects trait-based comparison and a within-subjects state-based comparison. Trait-based analyses showed that fast responders had higher baseline beta power, indicating stronger motor inhibition and efficient resetting of motor networks, and greater mu desynchronization during movement, reflecting enhanced motor cortex activation. Visual association areas also displayed more pronounced changes in different phases of the task in subjects with lower latency. Fast responders exhibited lower baseline EMG activity and stronger EMG power during movement initiation, showing effective motor inhibition and rapid muscle activation. State-based analyses revealed no significant EEG differences between fast and slow trials, while EMG differences were only detected after movement onset. These results highlight that fast response trait is related to electro-physiological differences at specific frequency bands and task phases, offering insights for enhancing motor function in rehabilitation, biomarker identification and BCI applications. HighlightsO_LIWe analyzed simultaneous EEG and EMG recordings during a sequential finger movement task C_LIO_LIWe identified neural correlates of response latency trait, but not state C_LIO_LIFast responders show higher baseline beta power, indicating stronger motor inhibition C_LIO_LILower latency trait was linked to a sharper postcue sensorimotor mu power decrease C_LIO_LIFast responders have lower pre-movement EMG and higher EMG onset power C_LI

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Kamali, S., Baroni, F., Varona, P.. 2024-11-14. Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex. https://doi.org/10.1101/2024.11.11.621252

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