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Record W4413141283 · doi:10.1002/mdc3.70274

One Side or Two? A Systematic Review of Deep Brain Stimulation Approaches in Movement Disorders

2025· article· en· W4413141283 on OpenAlexaff
Artur Vetkas, Andrew Yang, Alexandre Boutet, Cletus Cheyuo, Brendan Santyr, Can Sarica, Benjamin Davidson, Anton Fomenko, Nardin Samuel, Stefan Lang, Srdjan Sumarac, Luka Milosevic, Taufik A. Valiante, Mojgan Hodaie, Suneil K. Kalia, Andrés M. Lozano

Bibliographic record

VenueMovement Disorders Clinical Practice · 2025
Typearticle
Languageen
FieldMedicine
TopicNeurological disorders and treatments
Canadian institutionsOntario Brain InstituteUniversity Health NetworkUniversity of British ColumbiaUniversity of TorontoToronto Western Hospital
Fundersnot available
KeywordsDeep brain stimulationMovement disordersNeuroscienceMovement (music)PsychologyStimulationThalamic stimulatorPhysical medicine and rehabilitationMedicineParkinson's diseasePhilosophyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Deep brain stimulation (DBS) is an established treatment for movement disorders such as Parkinson's disease (PD) and essential tremor (ET). However, the decision between unilateral, staged bilateral, or simultaneous bilateral DBS remains controversial, influenced by clinical presentation, patient preferences, and economic factors. OBJECTIVE: The aim was to compare motor score improvements, adverse events (AE), incremental benefits, and progression with unilateral to bilateral procedures and the rationale for second-side surgery. METHODS: This systematic review examined studies on patients treated with unilateral or bilateral (simultaneous or staged) DBS from 1999 to 2025, focusing on outcomes, safety, and efficacy. RESULTS: In PD, unilateral DBS targeting the subthalamic nucleus (STN) or globus pallidus internus (GPi) improves motor scores by up to 37%, whereas bilateral DBS yields improvements of up to 66%. Unilateral DBS provides up to 75% improvement in contralateral symptoms but only up to 28% in ipsilateral symptoms. More than half of PD patients eventually opt for second-side surgery due to worsening symptoms. In ET, unilateral ventral intermediate nucleus (VIM) DBS improves hand tremor by up to 89%, with staged bilateral procedures offering an additional 77% to 89% improvement contralaterally. Axial tremor improves by up to 60% with unilateral VIM DBS and a further 60% after bilateral surgery. Bilateral VIM DBS is linked to more AEs, such as gait disorders and dysarthria, whereas STN and GPi DBS have comparable risks. Staged surgeries are associated with longer surgical times and increased revisions and programming. CONCLUSIONS: Individualized treatment decisions are essential, with bilateral DBS providing superior long-term outcomes for both PD and ET.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.579
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.091
GPT teacher head0.411
Teacher spread0.320 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designSystematic review
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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