Elsevier

NeuroImage

Volume 66, 1 February 2013, Pages 301-310
NeuroImage

Basal ganglia–cortical interactions in Parkinsonian patients

https://doi.org/10.1016/j.neuroimage.2012.10.088Get rights and content
Under a Creative Commons license
open access

Abstract

Parkinson's disease is a common and debilitating condition, caused by aberrant activity in a complex basal ganglia–thalamocortical circuit. Therapeutic advances rely on characterising interactions in this circuit. However, recording electrophysiological responses over the entire circuit is impractical. Dynamic causal modelling offers large-scale models of predictive value based on a limited or partial sampling of complex networks. Using dynamic causal modelling, we determined the network changes underlying the pathological excess of beta oscillations that characterise the Parkinsonian state. We modelled data from five patients undergoing surgery for deep brain stimulation of more than one target. We found that connections to and from the subthalamic nucleus were strengthened and promoted beta synchrony, in the untreated compared to the treated Parkinsonian state. Dynamic causal modelling was able to replicate the effects of lesioning this nucleus and may provide a new means of directing the search for therapeutic targets.

Highlights

► Novel model of basal ganglia-cortical system based on data from Parkinson’s patients. ► Model exposes criticality of connections to and from subthalamic nucleus in PD. ► Model able to replicate the effects of known surgical interventions in PD. ► Allows in silico tests of candidate therapeutic interventions in circuit disorders.

Abbreviations

BF
Bayes factor
DCM
dynamical causal modelling
DBS
deep brain stimulation
EEG
electroencephalography
GPe
Globus Pallidus externa
GPi
Globus Pallidus interna
IPSP
inhibitory postsynaptic potential
LFP
local field potential
MAP
maximum a posteriori
PCA
principal component analysis
PD
Parkinson's disease
STN
subthalamic nucleus
SVD
singular value decomposition
UPDRS
unified Parkinson's disease rating scale
VAR
vector auto regression

Keywords

Basal ganglia
Parkinson's disease
Deep brain stimulation
Electroencephalography
Effective connectivity

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