ArticleFrontiers in neurology2022
Phase-dependent Brain Activation of the Frontal and Parietal Regions During Walking After Stroke - An fNIRS Study.
Article in Frontiers in neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- A systematic review of functional near-infrared spectroscopy-based task paradigms in stroke rehabilitation.Frontiers in human neuroscience · 2025Pooled it
- Relationship between motor performance and cortical activity of older neurological disorder patients with dyskinesia using fNIRS: A systematic review.Frontiers in physiology · 2023Pooled it
- Effects of unilateral lower limb exoskeleton robot on gait improvement and brain function in patients with chronic stroke: a randomized clinical trial.Journal of neuroengineering and rehabilitation · 2025Trial
- Transcutaneous electrical nerve stimulation enhances locomotor adaptation savings in people with multiple sclerosis.Brain communications · 2025Trial
- Auditory Cue Effects on Gait-Phase-Dependent Electroencephalogram (EEG) Modulations during Overground and Treadmill Walking.Sensors (Basel, Switzerland) · 2024Trial
- Advances in fully integrated wearable near-infrared spectroscopy: hardware innovations and biomedical applications.JPhys photonics · 2026Review
- How aging impacts cortical dynamics and gait during dual-task turning revealed by fNIRS.GeroScience · 2026Article
- Bilateral Prefrontal Cortex Activation During Sensorimotor Tasks in People with Subacute Stroke - An Exploratory Functional Near-Infrared Spectroscopy Study.NeuroRehabilitation · 2025Article
- The effects of protocol factors and participant characteristics on functional near-infrared spectroscopy data quality after stroke.Neuroimage. Reports · 2025Article
- Current implications of EEG and fNIRS as functional neuroimaging techniques for motor recovery after stroke.Medical review (2021) · 2024Review
- Altered neural recruitment despite dual task performance recovery in athletes with repeat concussion.medRxiv : the preprint server for health sciences · 2024Article
- Frontal and parietal cortices activation during walking is repeatable in older adults based on fNIRS.Heliyon · 2024Article
- Altered neural recruitment during single and dual tasks in athletes with repeat concussion.Frontiers in human neuroscience · 2024Article
- Altered cortical activation patterns in post-stroke patients during walking with two-channel functional electrical stimulation: a functional near-infrared spectroscopy observational study.Frontiers in neurology · 2024Article
- Functional Near-Infrared Spectroscopy in neurodegenerative disease: a review.Frontiers in neuroscience · 2024Review
- Recombination of the right cerebral cortex in patients with left side USN after stroke: fNIRS evidence from resting state.Frontiers in neurology · 2023Article
- Premotor and Posterior Parietal Cortex Activity is Increased for Slow, as well as Fast Walking Poststroke: An fNIRS Study.Neural plasticity · 2023Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Recovery of walking post-stroke is highly variable. Accurately measuring and documenting functional brain activation characteristics during walking can help guide rehabilitation. Previous work in this area has been limited to investigations of frontal brain regions and have not utilized recent technological and analytical advances for more accurate measurements. There were three aims for this study: to characterize the hemodynamic profile during walking post-stroke, to investigate regional changes in brain activation during different phases of walking, and to related brain changes to clinical measures. Methods: Functional near-infrared spectroscopy (fNIRS) along the pre-frontal, premotor, sensorimotor, and posterior parietal cortices was used on twenty individuals greater than six months post-stroke. Individual fNIRS optodes were digitized and used to estimate channel locations on each participant and short separation channels were used to control for extracerebral hemodynamic changes. Participants walked at their comfortable pace several times along a hallway while brain activation was recorded. Exploratory cluster analysis was conducted to determine if there was a link between brain activation and clinical measures. Results: Sustained activation was observed in the pre-frontal cortex with the ipsilesional hemisphere showing greater activation compared to the contralesional side. Sensorimotor cortex was active during the early, acceleration stage of walking only. Posterior parietal cortex showed changes in activation during the later, steady-state stage of walking. Faster gait speeds also related to increased activation in contralesional sensorimotor and posterior parietal cortices. Exploratory analysis clustered participants into two distinct groups based on their brain activation profiles and generally showed that individuals with greater activation tended to have better physical outcomes. Conclusions: These findings can guide future research for obtaining adequate power and determining factors that can be used as effect modifiers to reduce inter-subject variability. Overall, this is the first study to report specific oxygenated and deoxygenated hemoglobin changes in frontal to parietal regions during walking in the stroke population. Our results shed light on the importance of measuring brain activation across the cortex and show the importance of pre-frontal, sensorimotor, and posterior parietal cortices in walking after a stroke.
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