ArticleNeurology international2025
Effects of Motor Preparation on Walking Ability in Active Ankle Dorsiflexion.
Article in Neurology international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
1 citing paper in PubMed.
- Practical assessment of motor preparation-execution coupling during active ankle dorsiflexion in post-stroke gait: A pilot study.Clinical neurophysiology practice · 2026Article
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Authors and funding
6 authors.
Funding
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Abstract
BACKGROUND/
objectivesThis study aimed to examine the influence of brain activity during motor preparation on walking ability, focusing on motor control during active ankle dorsiflexion.
methodsParticipants were classified into high- and low-corticomuscular coherence (CMC), an index of neuromuscular control based on the median value. Biomechanical and neurophysiological indices of active ankle dorsiflexion and walking ability were compared between the two groups. Additionally, a machine learning model was developed to accurately predict the CMC classification using brain neural activity during motor preparation.
resultsThe Cz-TA CMC (beta frequency band) during active ankle dorsiflexion successfully detected significant differences in the maximum dorsiflexion angle, inversion angular velocity, brain activity localization, and variations in Cz beta power values during the transition from motor preparation to execution. Furthermore, CMC identified significant differences in dorsiflexion angle changes after toe-off and inversion angles at initial contact during gait. A support-vector machine model predicting high or low CMC demonstrated high accuracy (Accuracy: 0.96, Precision: 0.92-1.00, Recall: 0.91-1.00, F1 Score: 0.95-0.96) during motor execution based on beta power values from -500 to 0 ms prior to the initiation of active ankle dorsiflexion (representing motor preparation).
conclusionsThese findings highlight that the motor preparation processes of the brain during active ankle dorsiflexion are involved in walking ability and can be used to predict it. This indicator is independent of disease severity and holds the potential to provide a clinically versatile evaluation method.
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