ArticleFrontiers in human neuroscience2015
Prefrontal, posterior parietal and sensorimotor network activity underlying speed control during walking.
Article in Frontiers in human neuroscience, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 2 of them syntheses that pooled it.
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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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
70 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Experiment protocols for brain-body imaging of locomotion: A systematic review.Frontiers in neuroscience · 2023Pooled it
- A Systematic Review Establishing the Current State-of-the-Art, the Limitations, and the DESIRED Checklist in Studies of Direct Neural Interfacing With Robotic Gait Devices in Stroke Rehabilitation.Frontiers in neuroscience · 2020Pooled it
- Auditory Cue Effects on Gait-Phase-Dependent Electroencephalogram (EEG) Modulations during Overground and Treadmill Walking.Sensors (Basel, Switzerland) · 2024Trial
- Quantitative Analysis of EEG Power Spectrum and EMG Median Power Frequency Changes after Continuous Passive Motion Mirror Therapy System.Sensors (Basel, Switzerland) · 2020Trial
- Effect of Cerebellar Stimulation on Gait and Balance Recovery in Patients With Hemiparetic Stroke: A Randomized Clinical Trial.JAMA neurology · 2019Trial
- Validating attentive locomotion training using interactive treadmill: an fNIRS study.Journal of neuroengineering and rehabilitation · 2018Trial
- Wearable Morphology-Adaptive in-Ear Device With Active Cleansing Capability for Multimodal Health Monitoring.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Effects of Optic Flow on Electrocortical Dynamics During Walking and Stepping Over Virtual Obstacles.The European journal of neuroscience · 2026Article
- Preprocessing on the Go: Practices in Gait-Related Mobile EEG.Psychophysiology · 2026Review
- Altered Sensorimotor Cortical Activities During Forearm Movement in Humans With Spinal Cord Injury.CNS neuroscience & therapeutics · 2025Article
- Using Wearable MEG to Study the Neural Control of Human Stepping.Sensors (Basel, Switzerland) · 2025Article
- Effects of Matched and Mismatched Visual Flow and Gait Speeds on Human Electrocortical Spectral Power.Brain sciences · 2025Article
- Does body weight support improve neural and biomechanical measures during treadmill gait in children with unilateral cerebral palsy?Frontiers in rehabilitation sciences · 2025Article
- Electroencephalography differences in children with and without bilateral cerebral palsy during unimanual and bimanual drumming tasks.Frontiers in human neuroscience · 2025Article
- Lateralized modulation of cortical beta power during human gait is related to arm swing.iScience · 2024Article
- Mobile neuroimaging: What we have learned about the neural control of human walking, with an emphasis on EEG-based research.Neuroscience and biobehavioral reviews · 2024Review
- Brain Networks Modulation during Simple and Complex Gait: A "Mobile Brain/Body Imaging" Study.Sensors (Basel, Switzerland) · 2024Article
- Neural correlates of motor imagery and execution in real-world dynamic behavior: evidence for similarities and differences.Frontiers in human neuroscience · 2024Article
- Removal of movement artifacts and assessment of mental stress analyzing electroencephalogram of non-driving passengers under whole-body vibration.Frontiers in neuroscience · 2024Article
- Electrocortical activity correlated with locomotor adaptation during split-belt treadmill walking.The Journal of physiology · 2023Article
10 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accumulating evidence suggests cortical circuits may contribute to control of human locomotion. Here, noninvasive electroencephalography (EEG) recorded from able-bodied volunteers during a novel treadmill walking paradigm was used to assess neural correlates of walking. A systematic processing method, including a recently developed subspace reconstruction algorithm, reduced movement-related EEG artifact prior to independent component analysis and dipole source localization. We quantified cortical activity while participants tracked slow and fast target speeds across two treadmill conditions: an active mode that adjusted belt speed based on user movements and a passive mode reflecting a typical treadmill. Our results reveal frequency specific, multi-focal task related changes in cortical oscillations elicited by active walking. Low γ band power, localized to the prefrontal and posterior parietal cortices, was significantly increased during double support and early swing phases, critical points in the gait cycle since the active controller adjusted speed based on pelvis position and swing foot velocity. These phasic γ band synchronizations provide evidence that prefrontal and posterior parietal networks, previously implicated in visuo-spatial and somotosensory integration, are engaged to enhance lower limb control during gait. Sustained μ and β band desynchronization within sensorimotor cortex, a neural correlate for movement, was observed during walking thereby validating our methods for isolating cortical activity. Our results also demonstrate the utility of EEG recorded during locomotion for probing the multi-regional cortical networks which underpin its execution. For example, the cortical network engagement elicited by the active treadmill suggests that it may enhance neuroplasticity for more effective motor training.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.