ArticleNeurobiology of disease2018
Neuromodulation targets pathological not physiological beta bursts during gait in Parkinson's disease.
Article in Neurobiology of disease, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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Who cites it
73 citing papers in PubMed, 139 citations in OpenAlex.
- Lateralized Subthalamic Stimulation for Axial Dysfunction in Parkinson's Disease: Exploratory Outcomes and Open-Label Extension.Movement disorders clinical practice · 2024Trial
- The Sequence Effect Worsens Over Time in Parkinson's Disease and Responds to Open and Closed-Loop Subthalamic Nucleus Deep Brain Stimulation.Journal of Parkinson's disease · 2023Trial
- Dopamine and the dynamics of subthalamic and leg muscle activities in parkinsonian stepping.Brain : a journal of neurology · 2026Article
- N2G calibrator: a cross-subject adversarial learning framework for neural signal-driven gait tracking in Parkinson's disease.Communications engineering · 2026Article
- Real-Time Kinematic Adaptive Deep Brain Stimulation Safely Reduces Gait Impairment and Freezing of Gait in Parkinson's Disease.medRxiv : the preprint server for health sciences · 2026Article
- Proceedings of the 13th annual deep brain stimulation think tank: the evolving landscape.Frontiers in human neuroscience · 2026Review
- An Improved Beta Burst Extraction for Chip-Based Deep Brain Stimulation With Real-Time Model Updating.IEEE open journal of engineering in medicine and biology · 2026Article
- Low-Frequency Adaptive Deep Brain Stimulation for Parkinson's Disease.medRxiv : the preprint server for health sciences · 2025Article
- Subthalamic Electrophysiological Mapping of Gait Initiation Dynamics and Freezing in Parkinson's Disease.Annals of neurology · 2025Article
- Long-term consistency of aperiodic and periodic physiomarkers in subthalamic local field potentials in Parkinson's disease.NPJ Parkinson's disease · 2025Article
- Closing the loop in DBS: A data-driven approach.Parkinsonism & related disorders · 2025Review
- Could adaptive deep brain stimulation treat freezing of gait in Parkinson's disease?Journal of neurology · 2025Review
- N2GNet tracks gait performance from subthalamic neural signals in Parkinson's disease.NPJ digital medicine · 2025Article
- Beta burst-driven adaptive deep brain stimulation for gait impairment and freezing of gait in Parkinson's disease.Brain communications · 2025Article
- N2GNet tracks gait performance from subthalamic neural signals in Parkinson's disease.Research square · 2024Article
- Sensing data and methodology from the Adaptive DBS Algorithm for Personalized Therapy in Parkinson's Disease (ADAPT-PD) clinical trial.NPJ Parkinson's disease · 2024Article
- Unraveling the threads of stability: A review of the neurophysiology of postural control in Parkinson's disease.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2024Review
- Oscillatory and non-oscillatory features of the magnetoencephalic sensorimotor rhythm in Parkinson's disease.NPJ Parkinson's disease · 2024Article
- Neurophysiological mechanisms of deep brain stimulation across spatiotemporal resolutions.Brain : a journal of neurology · 2023Review
- Subthalamic and nigral neurons are differentially modulated during parkinsonian gait.Brain : a journal of neurology · 2023Article
13 more citing papers are in PubMed but not listed here.
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7 authors at 1 institution in 1 country.
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Abstract
Freezing of gait (FOG) is a devastating axial motor symptom in Parkinson's disease (PD) leading to falls, institutionalization, and even death. The response of FOG to dopaminergic medication and deep brain stimulation (DBS) is complex, variable, and yet to be optimized. Fundamental gaps in the knowledge of the underlying neurobiomechanical mechanisms of FOG render this symptom one of the unsolved challenges in the treatment of PD. Subcortical neural mechanisms of gait impairment and FOG in PD are largely unknown due to the challenge of accessing deep brain circuitry and measuring neural signals in real time in freely-moving subjects. Additionally, there is a lack of gait tasks that reliably elicit FOG. Since FOG is episodic, we hypothesized that dynamic features of subthalamic (STN) beta oscillations, or beta bursts, may contribute to the Freezer phenotype in PD during gait tasks that elicit FOG. We also investigated whether STN DBS at 60 Hz or 140 Hz affected beta burst dynamics and gait impairment differently in Freezers and Non-Freezers. Synchronized STN local field potentials, from an implanted, sensing neurostimulator (Activa® PC + S, Medtronic, Inc.), and gait kinematics were recorded in 12 PD subjects, off-medication during forward walking and stepping-in-place tasks under the following randomly presented conditions: NO, 60 Hz, and 140 Hz DBS. Prolonged movement band beta burst durations differentiated Freezers from Non-Freezers, were a pathological neural feature of FOG and were shortened during DBS which improved gait. Normal gait parameters, accompanied by shorter bursts in Non-Freezers, were unchanged during DBS. The difference between the mean burst duration between hemispheres (STNs) of all individuals strongly correlated with the difference in stride time between their legs but there was no correlation between mean burst duration of each STN and stride time of the contralateral leg, suggesting an interaction between hemispheres influences gait. These results suggest that prolonged STN beta burst durations measured during gait is an important biomarker for FOG and that STN DBS modulated long not short burst durations, thereby acting to restore physiological sensorimotor information processing, while improving gait.
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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.