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Updated: Sep 2, 2025

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Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
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Microscale electrophysiological functional connectivity in human cortico-basal ganglia network
Ashley C Guest1, Kevin J O'Neill2, Dakota Graham2
1College of Medicine-Phoenix, University of Arizona, Phoenix, AZ 85004, USA; School of Biological Health Systems Engineering, Arizona State University, Tempe, AZ 85281, USA.
Summary
Single neurons in the subthalamic nucleus (STN) show functional connections within the STN and with the motor cortex. These cortico-basal ganglia network connections are crucial for understanding Parkinson's disease (PD) and deep brain stimulation (DBS).
Area of Science:
- Neuroscience
- Systems Neuroscience
- Computational Neuroscience
Background:
- The cortico-basal ganglia network is implicated in motor control and Parkinson's disease (PD).
- Understanding functional connectivity within this network is key to developing effective treatments like deep brain stimulation (DBS).
Purpose of the Study:
- To investigate electrophysiological relationships in the cortico-basal ganglia network on a sub-centimeter scale.
- To enhance understanding of neural functional relationships in Parkinson's disease (PD).
Main Methods:
- Intraoperative recording of subthalamic nucleus (STN) microelectrode data and motor association cortex electrocorticography (ECoG) grids during bilateral deep brain stimulation (DBS).
- Defining functional connectivity between STN neuron action potentials (APs) and local field potentials (LFPs) based on non-overlapping confidence intervals.
Main Results:
- Functional connectivity was observed between STN neuron APs and STN LFP in 18/46 neurons.
- Functional connectivity was found between STN neuron APs and cortical LFP in 25/46 neurons.
- Cortical patterns of electrophysiological functional connectivity varied individually for each neuron.
Conclusions:
- A subset of STN neurons exhibit functional connectivity with both STN and distant motor association cortex activity.
- These connections demonstrate a differential topography on the cortex for each neuron.
- The cortico-basal ganglia circuit's sub-centimeter organization is significant for PD mechanisms and DBS efficacy.
Keywords:
CortexDeep brain stimulationLocal field potentialMicrocircuitParkinson’s diseaseSubthalamic nucleus
