ArticleNature biotechnology2021
Long-term wireless streaming of neural recordings for circuit discovery and adaptive stimulation in individuals with Parkinson's disease.
Article in Nature biotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05763732 (Effects of Rhythmic Auditory Stimulation), which is not on this map. Cited by 186 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Effects of Rhythmic Auditory Stimulation (RAS) on Gait in Parkinson Disease (PD) Patients With DBS
Who cites it
186 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Adaptive deep brain stimulation for Parkinson's disease: looking back at the past decade on motor outcomes.Journal of neurology · 2023Pooled it
- Adaptive deep brain stimulation for dynamic gait control in Parkinson's disease: a randomized feasibility trial.Nature medicine · 2026Trial
- Chronic adaptive deep brain stimulation versus conventional stimulation in Parkinson's disease: a blinded randomized feasibility trial.Nature medicine · 2024Trial
- Adaptive versus conventional deep brain stimulation for bradykinesia in Parkinson's disease: a comparative effectiveness analysis.Acta neurologica Belgica · 2026Review
- Implant-Grade Neural Sensing with Artifact-Resilient Computational Intelligence Preserves Spatial Fidelity of HFO Biomarkers in Epilepsy.Research square · 2026Article
- Network state transitions under deep brain stimulation: A Wilson-Cowan model of Parkinson's Disease.Journal of computational neuroscience · 2026Article
- Cortico-basal oscillations index naturalistic movements during deep brain stimulation.Brain : a journal of neurology · 2026Article
- The Place of Adaptive Deep Brain Stimulation in Parkinson's Disease: Spatial before Temporal Optimization.Movement disorders : official journal of the Movement Disorder Society · 2026Article
- Stimulation and Medication Effects on Subthalamic Nucleus Beta-Band Power in Parkinson's Disease: Implications for Adaptive Deep Brain Stimulation.Movement disorders : official journal of the Movement Disorder Society · 2026Article
- Advancing data protections for implantable brain-computer interfaces.Communications medicine · 2026Review
- Device-embedded accelerometry complements neural signals for tracking parkinsonian motor states.bioRxiv : the preprint server for biology · 2026Article
- Entrainment of cortical gamma oscillations predicts improved bradykinesia and dyskinesia in Parkinson's disease.medRxiv : the preprint server for health sciences · 2026Article
- Cortico-pallidal beta dynamics underlie impaired turning in Parkinson's disease.NPJ Parkinson's disease · 2026Article
- Dynamic neural states underpin motor symptom severity in Parkinson's disease: a longitudinal analysis of chronic cortico-subthalamic nucleus recordings.EBioMedicine · 2026Article
- Multitarget brain implants enable generalized decoding of Parkinson's disease symptoms from chronic home recordings.Research square · 2026Article
- Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implants.Nature biomedical engineering · 2026Article
- Real-Time ECG Artifact Removal for Adaptive Deep Brain Stimulation: A Comparative Study.Sensors (Basel, Switzerland) · 2026Article
- Common Electrophysiology Biomarkers Collected at Home Robustly Track Depression Recovery With Deep Brain Stimulation.medRxiv : the preprint server for health sciences · 2026Article
- Deep brain stimulation reduces subthalamic nucleus pathological dynamics and rescues gait deficits associated with dopamine loss.bioRxiv : the preprint server for biology · 2026Article
- Global coincident bursts of high frequency oscillations across the human cortex coordinate large-scale memory processing.Nature communications · 2026Article
126 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors.
Funding
Abstract
Neural recordings using invasive devices in humans can elucidate the circuits underlying brain disorders, but have so far been limited to short recordings from externalized brain leads in a hospital setting or from implanted sensing devices that provide only intermittent, brief streaming of time series data. Here, we report the use of an implantable two-way neural interface for wireless, multichannel streaming of field potentials in five individuals with Parkinson's disease (PD) for up to 15 months after implantation. Bilateral four-channel motor cortex and basal ganglia field potentials streamed at home for over 2,600 h were paired with behavioral data from wearable monitors for the neural decoding of states of inadequate or excessive movement. We validated individual-specific neurophysiological biomarkers during normal daily activities and used those patterns for adaptive deep brain stimulation (DBS). This technological approach may be widely applicable to brain disorders treatable by invasive neuromodulation.
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Registered trials
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.