ArticleMovement disorders : official journal of the Movement Disorder Society2025
Finely Tuned γ Tracks Medication Cycles in Parkinson's Disease: An Ambulatory Brain-Sense Study.
Article in Movement disorders : official journal of the Movement Disorder Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- 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
- Bidirectional Mechanisms Linking Circadian Rhythm Disruption and Parkinson's Disease: Chronobiomarkers and Therapeutic Implications.International journal of molecular sciences · 2026Review
- Entrainment of cortical gamma oscillations predicts improved bradykinesia and dyskinesia in Parkinson's disease.medRxiv : the preprint server for health sciences · 2026Article
- Adaptive Deep Brain Stimulation for Parkinson's Disease: Navigating the Roadblocks to Clinical Implementation.Movement disorders : official journal of the Movement Disorder Society · 2026Review
- Driving motor cortex oscillations restores plasticity and improves bradykinesia features in Parkinson's disease.NPJ Parkinson's disease · 2026Article
- Being Guided by Your Brain or by Your Heart? Challenges in Adaptive Deep Brain Stimulation.Movement disorders clinical practice · 2026Article
- Local field potential biomarkers for adaptive deep brain stimulation in Parkinson's disease: A scoping review.Surgical neurology international · 2026Review
- Beta Power Response After Levodopa Intake in Parkinson's Disease Patients With Chronic Sensing-Enabled Deep Brain Stimulation.Annals of neurology · 2025Article
- Electrophysiological signatures predict the therapeutic window of deep brain stimulation electrode contacts.NPJ digital medicine · 2025Article
- Chronic adaptive deep brain stimulation for Parkinson's disease: clinical outcomes and programming strategies.NPJ Parkinson's disease · 2025Article
- Oscillatory dynamics in isolated dystonia: five hundred hours of chronic invasive multisite motor network recordings.Journal of neurophysiology · 2025Article
- Patient, target, device, and program selection for DBS in Parkinson's disease: advancing toward precision care.NPJ Parkinson's disease · 2025Review
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Authors and funding
18 authors.
Funding
Abstract
backgroundNovel commercial brain-sense neurostimulators enable us to contextualize brain activity with symptom and medication states in real-life ambulatory settings in Parkinson's disease (PD). Although various candidate biomarkers have been proposed for adaptive deep brain stimulation (DBS), a comprehensive comparison of their ambulatory profiles is lacking.
objectivesTo systematically compare the ambulatory neurophysiological dynamics and clinical properties of three candidate biomarkers-low-frequency, beta (β), and finely tuned γ (FTG) activity.
methodsWe investigated 14 PD patients implanted with the Medtronic Percept PC, who underwent up to two 4-week ambulatory multimodal recording periods on their regular medication and stimulation. Subthalamic nucleus local field potentials (LFPs) of low-frequency, β, and FTG activity were recorded. Additionally, objective motor symptom states, physical activity and heart rate using wearables, as well as medication-intake times, sleep-awake times, and subjective symptom states using diaries were co-registered. LFP dynamics were also compared to high-resolution in-hospital recordings under off/on dopaminergic medication and stimulation conditions.
resultsFTG reliably indexed off to on medication states in the ambulatory setting at the group and individual levels, and these spectral dynamics could be anticipated by high-resolution in-hospital recordings. Both FTG and low-frequency correlated with wearable-based dyskinesia scores, whereas diary-based dyskinesia events were only linked to FTG. Importantly, FTG indicated on-medication states regardless of the presence of dyskinesia and despite potential motion and heart rate artifacts. The 24-hour profile revealed large circadian power shifts that may overdrive medication-intake dynamics.
conclusionDespite the limitations of low-temporal resolution recordings, this work provides valuable insights into the real-life dynamics of biomarkers. Specifically, it highlights the utility of FTG as a primary and reliable indicator of medication states for adaptive DBS. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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