ArticleBrain : a journal of neurology2023
Beta-triggered adaptive deep brain stimulation during reaching movement in Parkinson's disease.
Article in Brain : a journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 51 citations in OpenAlex.
- The Scalp Nerve Block Combined with Intercostal Nerve Block Improves Recovery After Deep Brain Stimulation in Patients with Parkinson's Disease: A Prospective, Randomized Controlled Trial.Clinical interventions in aging · 2024Trial
- Mechanism and progress of deep brain stimulation in the treatment of neurological and psychiatric disorders.MedScience · 2026Review
- Cortico-basal oscillations index naturalistic movements during deep brain stimulation.Brain : a journal of neurology · 2026Article
- Behaviourally driven closed-loop beta-tACS enhances beta activity and motor behaviour.Nature communications · 2026Article
- [Research progress on the neuromodulation targets in stroke rehabilitation].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026Review
- Disrupted integration-segregation balance in the intact hemisphere in chronic spatial neglect.Brain structure & function · 2026Article
- Multitarget brain implants enable generalized decoding of Parkinson's disease symptoms from chronic home recordings.Research square · 2026Article
- Review
- Article
- Local field potential biomarkers for adaptive deep brain stimulation in Parkinson's disease: A scoping review.Surgical neurology international · 2026Review
- Movement-responsive deep brain stimulation for Parkinson's disease using a remotely optimized neural decoder.Nature biomedical engineering · 2026Article
- Prediction of Pathological Subthalamic Nucleus Beta Burst Occurrence in Parkinson's Disease.Movement disorders : official journal of the Movement Disorder Society · 2025Article
- Lower limb motor effects of DBS neurofeedback in Parkinson's disease assessed through IMU-based UPDRS movement quality metrics.Scientific reports · 2025Article
- Closed-Loop, Open Possibilities: Real-Time Movement Decoding for Adaptive DBS in Parkinson's Disease.Movement disorders clinical practice · 2025Article
- Subthalamic Electrophysiological Mapping of Gait Initiation Dynamics and Freezing in Parkinson's Disease.Annals of neurology · 2025Article
- Electrophysiological signatures predict the therapeutic window of deep brain stimulation electrode contacts.NPJ digital medicine · 2025Article
- From adaptive deep brain stimulation to adaptive circuit targeting.Nature reviews. Neurology · 2025Review
- Differential modulation of movement speed with state-dependent deep brain stimulation in Parkinson's disease.Science advances · 2025Article
- Ethical gaps in closed-loop neurotechnology: a scoping review.NPJ digital medicine · 2025Article
- Changes in cortical beta power predict motor control flexibility, not vigor.Communications biology · 2025Article
Corrections and comments
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Authors and funding
19 authors at 4 institutions in 1 country.
Funding
Abstract
Subthalamic nucleus (STN) beta-triggered adaptive deep brain stimulation (ADBS) has been shown to provide clinical improvement comparable to conventional continuous DBS (CDBS) with less energy delivered to the brain and less stimulation induced side effects. However, several questions remain unanswered. First, there is a normal physiological reduction of STN beta band power just prior to and during voluntary movement. ADBS systems will therefore reduce or cease stimulation during movement in people with Parkinson's disease and could therefore compromise motor performance compared to CDBS. Second, beta power was smoothed and estimated over a time period of 400 ms in most previous ADBS studies, but a shorter smoothing period could have the advantage of being more sensitive to changes in beta power, which could enhance motor performance. In this study, we addressed these two questions by evaluating the effectiveness of STN beta-triggered ADBS using a standard 400 ms and a shorter 200 ms smoothing window during reaching movements. Results from 13 people with Parkinson's disease showed that reducing the smoothing window for quantifying beta did lead to shortened beta burst durations by increasing the number of beta bursts shorter than 200 ms and more frequent switching on/off of the stimulator but had no behavioural effects. Both ADBS and CDBS improved motor performance to an equivalent extent compared to no DBS. Secondary analysis revealed that there were independent effects of a decrease in beta power and an increase in gamma power in predicting faster movement speed, while a decrease in beta event related desynchronization (ERD) predicted quicker movement initiation. CDBS suppressed both beta and gamma more than ADBS, whereas beta ERD was reduced to a similar level during CDBS and ADBS compared with no DBS, which together explained the achieved similar performance improvement in reaching movements during CDBS and ADBS. In addition, ADBS significantly improved tremor compared with no DBS but was not as effective as CDBS. These results suggest that STN beta-triggered ADBS is effective in improving motor performance during reaching movements in people with Parkinson's disease, and that shortening of the smoothing window does not result in any additional behavioural benefit. When developing ADBS systems for Parkinson's disease, it might not be necessary to track very fast beta dynamics; combining beta, gamma, and information from motor decoding might be more beneficial with additional biomarkers needed for optimal treatment of tremor.
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