Evidence map›Paper›PMID 41556550›Full record

ArticleBrain : a journal of neurology2026

Spatial propagation of movement-related basal ganglia activity predicts parkinsonian motor state.

Alberto Averna, Mario Sousa, Elena Bernasconi, Eduardo Martin Moraud, Claudio Pollo, Paul Krack, Hagai Bergman, Benoit Duchet, Gerd Tinkhauser

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Alberto AvernaDepartment of Neurology, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.ORCID 0000-0001-9738-1281
Mario SousaDepartment of Neurology, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.
Elena BernasconiDepartment of Neurology, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.
Eduardo Martin MoraudDepartment of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne CH-1011, Switzerland.
Claudio PolloDepartment of Neurosurgery, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.
Paul KrackDepartment of Neurology, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.
Hagai BergmanThe Hebrew University of Jerusalem, Edmond and Lily Safra Center for Brain Sciences, Jerusalem 9190401, Israel.
Benoit DuchetNuffield Department of Clinical Neuroscience and MRC Brain Network Dynamics Unit, University of Oxford, Oxford OX1 3TH, UK.
Gerd TinkhauserDepartment of Neurology, Bern University Hospital and University of Bern, Bern CH-3010, Switzerland.ORCID 0000-0002-1954-1873

Funding

Gottfried und Julia Bangerter-Rhyner-StiftungParkinson SchweizRoyal Academy of Engineering and Rosetrees TrustSwiss National Science Foundation SNF 32003BL_197709Swiss Parkinson Association
6 · The paper itself

Abstract

Movement-related gamma activity (> 60 Hz) in cortico-basal ganglia networks reflects pro-kinetic synchronization dynamics. While in the cortex these temporal dynamics are known to unfold spatially across topographically distributed networks, it remains unclear whether a similar spatial propagation occurs within the basal ganglia, and how such spatial encoding may contribute to both physiological and disease-related mechanisms. The subthalamic nucleus (STN) is a key integrative hub for motor processing within the basal ganglia-cortical circuitry. At rest, STN activity is topographically distributed according to its spectral frequency components. To assess whether this spectral topography is dynamic and underlies movement encoding, we dissected the spatiotemporal properties of STN local field potentials recorded intraoperatively at rest and during movement across 63 hemispheres from patients with Parkinson's disease. Using multi-contact deep brain stimulation leads, we captured high-resolution anatomical signal dynamics and contrasted a broad frequency spectrum (60-400 Hz), including high-gamma, fast-gamma, slow high-frequency oscillations and fast high-frequency oscillations. Moreover, we compared these signals to upper limb muscle activity and movement-related beta desynchronization, and examined their association with clinical impairment and levodopa responsiveness. All sub-bands exhibited significant movement-related synchronization in both the contralateral and ipsilateral STN, however, with distinct magnitude and temporal dynamics. The presence and degree of temporal locking to muscle activity and inverse relationship to movement-related beta desynchronization also varied by sub-band. Importantly, each sub-band exhibited spatially segregated hotspots located within the STN that propagate primarily along the inferior-superior axis, yet in band-specific directions. This spatial propagation evolved throughout the movement period but temporally decoupled from synchronization magnitude, indicating that spatial dynamics reflect a distinct property relevant for motor encoding. Notably, propagation of frequencies above 110 Hz inversely correlated with dopamine-related motor improvement, suggesting that exaggerated spatial dynamics may reflect compensatory mechanisms secondary to neurodegeneration. These findings demonstrated that synchronization within the basal ganglia is not a spatially static phenomenon but rather unfolds in space which expands on the current understanding of the basal ganglia mechanism. Propagation of movement-related activity may serve as a potential marker for motor impairment in Parkinson's disease, opening new avenues for spectro-behavioural research and spatially informed neuromodulation strategies.

Indexed as

Basal GangliaParkinson DiseaseSubthalamic NucleusAgedDeep Brain StimulationFemaleHumansLocal Field Potential MeasurementMaleMiddle AgedMovementbasal gangliadeep brain stimulationlocal field potentialsmotor performancemovement-related synchronizationParkinson’s disease

Identifiers

PMID41556550
PMCPMC13140544

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Registered trials

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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.