ArticleNeuroImage. Clinical2021
Brain connectivity during simulated balance in older adults with and without Parkinson's disease.
Article in NeuroImage. Clinical, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Neuroimaging and cognitive correlates of postural control in Parkinson's disease: a systematic review.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Central Pathophysiology and Brain Network Changes Related to Camptocormia in Parkinson's Disease.Movement disorders : official journal of the Movement Disorder Society · 2025Article
- Potential Effects of Computer-Based Cognitive Training on Postural Stability and Locomotion in Parkinson's Disease Patients: A Randomized Controlled Trial.Annals of rehabilitation medicine · 2025Article
- Advancing Gait Analysis: Integrating Multimodal Neuroimaging and Extended Reality Technologies.Bioengineering (Basel, Switzerland) · 2025Review
- The Effect of 12 Weeks of Cawthorne-Cooksey Exercises on Balance and Quality of Life in Patients with Parkinson's Disease.Medical journal of the Islamic Republic of Iran · 2023Article
- Increased Effective Connectivity of the Left Parietal Lobe During Walking Tasks in Parkinson's Disease.Journal of Parkinson's disease · 2023Article
- Six month lower-leg mechanical tactile sensory stimulation alters functional network connectivity associated with improved gait in older adults with peripheral neuropathy - A pilot study.Frontiers in aging neuroscience · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Individuals with Parkinson's disease often experience postural instability, a debilitating and largely treatment-resistant symptom. A better understanding of the neural substrates contributing to postural instability could lead to more effective treatments. Constraints of current functional neuroimaging techniques, such as the horizontal orientation of most MRI scanners (forcing participants to lie supine), complicates investigating cortical and subcortical activation patterns and connectivity networks involved in healthy and parkinsonian balance control. In this cross-sectional study, we utilized a newly-validated MRI-compatible balance simulator (based on an inverted pendulum) that enabled participants to perform balance-relevant tasks while supine in the scanner. We utilized functional MRI to explore effective connectivity underlying static and dynamic balance control in healthy older adults (n = 17) and individuals with Parkinson's disease while on medication (n = 17). Participants performed four tasks within the scanner with eyes closed: resting, proprioceptive tracking of passive ankle movement, static balancing of the simulator, and dynamic responses to random perturbations of the simulator. All analyses were done in the participant's native space without spatial transformation to a common template. Effective connectivity between 57 regions of interest was computed using a Bayesian Network learning approach with false discovery rate set to 5%. The first 12 principal components of the connection weights, binomial logistic regression, and cross-validation were used to create 4 separate models: contrasting static balancing vs {rest, proprioception} and dynamic balancing vs {rest, proprioception} for both controls and individuals with Parkinson's disease. In order to directly compare relevant connections between controls and individuals with Parkinson's disease, we used connections relevant for predicting a task in either controls or individuals with Parkinson's disease in logistic regression with Least Absolute Shrinkage and Selection Operator regularization. During dynamic balancing, we observed decreased connectivity between different motor areas and increased connectivity from the brainstem to several cortical and subcortical areas in controls, while individuals with Parkinson's disease showed increased connectivity associated with motor and parietal areas, and decreased connectivity from brainstem to other subcortical areas. No significant models were found for static balancing in either group. Our results support the notion that dynamic balance control in individuals with Parkinson's disease relies more on cortical motor areas compared to healthy older adults, who show a preference of subcortical control during dynamic balancing.
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