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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
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Parkinson's disease speech production network as determined by graph-theoretical network analysis
Jana Schill1, Kristina Simonyan2,3, Simon Lang1
1Department of Neurology, School of Medicine and Health Sciences, University of Oldenburg, Oldenburg, Germany.
Network Neuroscience (Cambridge, Mass.)
|July 3, 2023
Summary
Parkinson's disease impairs the brain's speech network, reducing integration and segregation. Emotional distraction further disorganizes this network in patients with Parkinson's disease.
Area of Science:
- Neuroscience
- Cognitive Science
- Medical Imaging
Background:
- Parkinson's disease (PD) is known to affect speech and emotion processing.
- Understanding the neural network alterations in PD is crucial for developing targeted interventions.
Purpose of the Study:
- To investigate changes in the speech-processing network (SPN) in Parkinson's disease using graph-theoretical network analysis.
- To assess the impact of emotional distraction on the SPN in individuals with PD.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was used to study 14 PD patients and 23 healthy controls during a picture-naming task.
- The task involved supraliminal priming with neutral or emotional facial expressions.
- Whole-brain graph-theoretical network analysis was applied to fMRI data.
Main Results:
- Patients with PD exhibited significantly decreased network metrics, including mean nodal degree, mean nodal strength, global network efficiency, and mean clustering coefficient.
- The SPN in PD showed an absence of connector hubs and reduced network integration and segregation.
- Emotional distraction caused key network hubs in PD patients to become disorganized and shift towards auditory, sensory, and motor cortices, unlike in controls.
Conclusions:
- The whole-brain SPN in Parkinson's disease is characterized by decreased integration and segregation, and modularized information flow.
- Emotional stimuli significantly disrupt the SPN in PD, leading to disorganized network hubs and altered functional connectivity.
- These findings highlight the vulnerability of the PD speech network to emotional processing demands.
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