ArticleFrontiers in human neuroscience2015
A novel fMRI paradigm suggests that pedaling-related brain activation is altered after stroke.
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 18 papers, 2 of them syntheses that pooled it.
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Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 25 citations in OpenAlex.
- Can motion capture improve task-based fMRI studies of motor function post-stroke? A systematic review.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Characterizing the supraspinal sensorimotor control of walking using MRI-compatible system: a systematic review.Journal of neuroengineering and rehabilitation · 2024Pooled it
- Motor network reorganization after motor imagery training in stroke patients with moderate to severe upper limb impairment.CNS neuroscience & therapeutics · 2023Trial
- Rehabilitation training robot using mirror therapy for the upper and lower limb after stroke: a prospective cohort study.Journal of neuroengineering and rehabilitation · 2025Article
- MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2024Article
- Use of a Foot-Induced Digitally Controlled Resistance Device for Functional Magnetic Resonance Imaging Evaluation in Patients with Foot Paresis.Journal of visualized experiments : JoVE · 2023Article
- Task effects on functional connectivity measures after stroke.Experimental brain research · 2022Article
- Cortical reorganization after motor stroke: A pilot study on differences between the upper and lower limbs.Human brain mapping · 2021Article
- Evaluating a novel MR-compatible foot pedal device for unipedal and bipedal motion: Test-retest reliability of evoked brain activity.Human brain mapping · 2021Article
- Impaired interlimb coordination is related to asymmetries during pedaling after stroke.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2019Article
- Lower Limb Task-Based Functional Connectivity Is Altered in Stroke.Brain connectivity · 2019Article
- Brain Activation During Passive and Volitional Pedaling After Stroke.Motor control · 2019Article
- Skillful Cycling Training Induces Cortical Plasticity in the Lower Extremity Motor Cortex Area in Healthy Persons.Frontiers in neuroscience · 2019Article
- Tasked-Based Functional Brain Connectivity in Multisensory Control of Wrist Movement After Stroke.Frontiers in neurology · 2019Article
- Increased central common drive to ankle plantar flexor and dorsiflexor muscles during visually guided gait.Physiological reports · 2018Article
- Relationship between sensorimotor cortical activation as assessed by functional near infrared spectroscopy and lower extremity motor coordination in bilateral cerebral palsy.NeuroImage. Clinical · 2018Article
- Imaging gait analysis: An fMRI dual task study.Brain and behavior · 2017Article
- Motor- and cognitive-dominant functional network adaptations supporting dual-task performance in older adults.Imaging neuroscience (Cambridge, Mass.)Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
The purpose of this study was to examine the feasibility of using functional magnetic resonance imaging (fMRI) to measure pedaling-related brain activation in individuals with stroke and age-matched controls. We also sought to identify stroke-related changes in brain activation associated with pedaling. Fourteen stroke and 12 control subjects were asked to pedal a custom, MRI-compatible device during fMRI. Subjects also performed lower limb tapping to localize brain regions involved in lower limb movement. All stroke and control subjects were able to pedal while positioned for fMRI. Two control subjects were withdrawn due to claustrophobia, and one control data set was excluded from analysis due to an incidental finding. In the stroke group, one subject was unable to enter the gantry due to excess adiposity, and one stroke data set was excluded from analysis due to excessive head motion. Consequently, 81% of subjects (12/14 stroke, 9/12 control) completed all procedures and provided valid pedaling-related fMRI data. In these subjects, head motion was ≤3 mm. In both groups, brain activation localized to the medial aspect of M1, S1, and Brodmann's area 6 (BA6) and to the cerebellum (vermis, lobules IV, V, VIII). The location of brain activation was consistent with leg areas. Pedaling-related brain activation was apparent on both sides of the brain, with values for laterality index (LI) of -0.06 (0.20) in the stroke cortex, 0.05 (±0.06) in the control cortex, 0.29 (0.33) in the stroke cerebellum, and 0.04 (0.15) in the control cerebellum. In the stroke group, activation in the cerebellum - but not cortex - was significantly lateralized toward the damaged side of the brain (p = 0.01). The volume of pedaling-related brain activation was smaller in stroke as compared to control subjects. Differences reached statistical significance when all active regions were examined together [p = 0.03; 27,694 (9,608) μL stroke; 37,819 (9,169) μL control]. When individual regions were examined separately, reduced brain activation volume reached statistical significance in BA6 [p = 0.04; 4,350 (2,347) μL stroke; 6,938 (3,134) μL control] and cerebellum [p = 0.001; 4,591 (1,757) μL stroke; 8,381 (2,835) μL control]. Regardless of whether activated regions were examined together or separately, there were no significant between-group differences in brain activation intensity [p = 0.17; 1.30 (0.25)% stroke; 1.16 (0.20)% control]. Reduced volume in the stroke group was not observed during lower limb tapping and could not be fully attributed to differences in head motion or movement rate. There was a tendency for pedaling-related brain activation volume to increase with increasing work performed by the paretic limb during pedaling (p = 0.08, r = 0.525). Hence, the results of this study provide two original and important contributions. First, we demonstrated that pedaling can be used with fMRI to examine brain activation associated with lower limb movement in people with stroke. Unlike previous lower limb movements examined with fMRI, pedaling involves continuous, reciprocal, multijoint movement of both limbs. In this respect, pedaling has many characteristics of functional lower limb movements, such as walking. Thus, the importance of our contribution lies in the establishment of a novel paradigm that can be used to understand how the brain adapts to stroke to produce functional lower limb movements. Second, preliminary observations suggest that brain activation volume is reduced during pedaling post-stroke. Reduced brain activation volume may be due to anatomic, physiology, and/or behavioral differences between groups, but methodological issues cannot be excluded. Importantly, brain action volume post-stroke was both task-dependent and mutable, which suggests that it could be modified through rehabilitation. Future work will explore these possibilities.
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