Evidence map›Paper›PMID 38128546›Full record

ArticleBrain : a journal of neurology2024

At home adaptive dual target deep brain stimulation in Parkinson's disease with proportional control.

Stephen L Schmidt, Afsana H Chowdhury, Kyle T Mitchell, Jennifer J Peters, Qitong Gao, Hui-Jie Lee, Katherine Genty, Shein-Chung Chow, Warren M Grill, Miroslav Pajic and 1 more

Open access · greenAbstract read
In one paragraph

Article in Brain : a journal of neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
9.1field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 44 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Article
  6. Advanced Therapeutics in Parkinson's Disease: What's New?Current neurology and neuroscience reports · 2026
    Review
  7. Review
  8. Effect of frequency on dual target deep brain stimulation.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2026
    Article
  9. Review
  10. Low-Frequency Adaptive Deep Brain Stimulation for Parkinson's Disease.medRxiv : the preprint server for health sciences · 2025
    Article
  11. Review
  12. Article
  13. Review
  14. Review
  15. Article
  16. Article
  17. Closing the loop in DBS: A data-driven approach.Parkinsonism & related disorders · 2025
    Review
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Stephen L SchmidtDepartment of Biomedical Engineering, Duke University, Durham, NC 27708, USA.ORCID 0000-0003-1547-3305
Afsana H ChowdhuryDepartment of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA.
Kyle T MitchellDepartment of Neurology, Duke University Medical Center, Durham, NC 27710, USA.
Jennifer J PetersDepartment of Biomedical Engineering, Duke University, Durham, NC 27708, USA.
Qitong GaoDepartment of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA.
Hui-Jie LeeDepartment of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA.
Katherine GentyDepartment of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA.
Shein-Chung ChowDepartment of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA.
Warren M GrillDepartment of Biomedical Engineering, Duke University, Durham, NC 27708, USA.
Miroslav PajicDepartment of Electrical and Computer Engineering, Duke University, Durham, NC 27708, USA.
Dennis A TurnerDepartment of Biomedical Engineering, Duke University, Durham, NC 27708, USA.ORCID 0000-0001-7118-0764
Duke University · USDuke Medical Center · US

Funding

An Integrated Biomarker Approach to Personalized, Adaptive Deep Brain Stimulation in Parkinson DiseaseUH3NS129898 · NINDS · DUKE UNIVERSITY · PI DENNIS Alan TURNER · 2023 to 2026
$3.7M
Scalar Closed-Loop STN/GPi DBS Based on Evoked and Spontaneous PotentialsUH3NS103468 · NINDS · DUKE UNIVERSITY · PI TURNER, DENNIS ALAN · 2017 to 2021
$2.0M
NINDS NIH HHS UH3 NS103468NINDS NIH HHS UH3NS103468NINDS NIH HHS UH3 NS129898
6 · The paper itself

Abstract

Continuous deep brain stimulation (cDBS) of the subthalamic nucleus (STN) or globus pallidus is an effective treatment for the motor symptoms of Parkinson's disease. The relative benefit of one region over the other is of great interest but cannot usually be compared in the same patient. Simultaneous DBS of both regions may synergistically increase the therapeutic benefit. Continuous DBS is limited by a lack of responsiveness to dynamic, fluctuating symptoms intrinsic to the disease. Adaptive DBS (aDBS) adjusts stimulation in response to biomarkers to improve efficacy, side effects, and efficiency. We combined bilateral DBS of both STN and globus pallidus (dual target DBS) in a prospective within-participant, clinical trial in six patients with Parkinson's disease (n = 6, 55-65 years, n = 2 females). Dual target cDBS was tested for Parkinson's disease symptom control annually over 2 years, measured by motor rating scales, on time without dyskinesia, and medication reduction. Random amplitude experiments probed system dynamics to estimate parameters for aDBS. We then implemented proportional-plus-integral aDBS using a novel distributed (off-implant) architecture. In the home setting, we collected tremor and dyskinesia scores as well as individualized β and DBS amplitudes. Dual target cDBS reduced motor symptoms as measured by Unified Parkinson's Disease Rating Scale (UPDRS) to a greater degree than either region alone (P < 0.05, linear mixed model) in the cohort. The amplitude of β-oscillations in the STN correlated to the speed of hand grasp movements for five of six participants (P < 0.05, Pearson correlation). Random amplitude experiments provided insight into temporal windowing to avoid stimulation artefacts and demonstrated a correlation between STN β amplitude and DBS amplitude. Proportional plus integral control of aDBS reduced average power, while preserving UPDRS III scores in the clinic (P = 0.28, Wilcoxon signed rank), and tremor and dyskinesia scores during blinded testing at home (n = 3, P > 0.05, Wilcoxon ranked sum). In the home setting, DBS power reductions were slight but significant. Dual target cDBS may offer an improvement in treatment of motor symptoms of Parkinson's disease over DBS of either the STN or globus pallidus alone. When combined with proportional plus integral aDBS, stimulation power may be reduced, while preserving the increased benefit of dual target DBS.

Indexed as

Deep Brain StimulationDyskinesiasParkinson DiseaseFemaleHumansProspective StudiesTremoradaptive deep brain stimulationdual target deep brain stimulationParkinson’s diseaseproportional plus integral control

Identifiers

PMID38128546
PMCPMC10907084
OpenAlexW4390120532

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.