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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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Attenuated brain white matter functional network interactions in Parkinson's disease
Li Meng1,2, Hongyu Wang3, Ting Zou3
1Department of Radiology, Xiangya Hospital, Central South University, Changsha, People's Republic of China.
Human Brain Mapping
|June 8, 2022
Summary
Parkinson's disease (PD) is linked to weaker brain white matter (BWM) functional network interactions. These BWM abnormalities correlate with motor and non-motor symptoms, offering insights into PD progression.
Area of Science:
- Neuroscience
- Medical Imaging
- Neurology
Background:
- Parkinson's disease (PD) involves structural brain abnormalities, but functional network changes in brain white matter (BWM) are not well understood.
- Resting-state functional magnetic resonance imaging (rs-fMRI) can reveal neuronal activity within BWM.
Purpose of the Study:
- To investigate alterations in BWM functional network interactions in Parkinson's disease patients compared to healthy controls.
- To explore the relationship between BWM functional network changes and clinical symptoms of PD.
Main Methods:
- Sixty-eight PD patients and sixty-three healthy controls (HC) underwent rs-fMRI scans.
- Twelve BWM functional networks were identified using K-means clustering and analyzed for interactions via Granger causality analysis.
- Functional interactions were examined across deep, middle, and superficial BWM layers.
Main Results:
- PD patients exhibited significantly weaker functional interaction strength within BWM networks compared to HC.
- Attenuated excitatory influences from superficial to deep networks and inhibitory influences from deep to superficial networks were observed in PD.
- Reduced overall functional interaction strength in tri-layered BWM networks was found in PD patients (p < .05).
- Functional interactions involving deep BWM networks negatively correlated with Unified Parkinson's Disease Rating Scale (UPDRS) Part III and Hamilton Depression Scale scores.
Conclusions:
- Parkinson's disease is associated with attenuated BWM functional network interactions.
- These BWM abnormalities correlate with both motor and non-motor symptoms in PD.
- Findings enhance understanding of PD neuropathology and nervous system progression from a BWM functional perspective.
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