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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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Dynamic functional connectivity changes in Parkinson's disease patients with REM sleep behavior disorder
Caiting Gan1, Kewei Ma1, Lina Wang1
1Department of Neurology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Brain Research
|April 14, 2021
Summary
Parkinson's disease patients with REM sleep behavior disorder (RBD) show altered brain network connectivity, specifically weaker connections between visual, default mode, and basal ganglia networks.
Area of Science:
- Neuroscience
- Neurology
- Sleep Medicine
Background:
- Rapid eye movement (REM) sleep behavior disorder (RBD) is a common non-motor symptom in Parkinson's disease (PD).
- RBD is characterized by the loss of muscle atonia during REM sleep.
- Understanding the neural underpinnings of RBD in PD is crucial for disease management.
Purpose of the Study:
- To investigate dynamic functional network connectivity alterations in Parkinson's disease patients with probable RBD (PD-pRBD).
- To compare brain network patterns between PD patients with and without probable RBD (PD-npRBD) and healthy controls.
Main Methods:
- Utilized the RBD screening questionnaire (RBDSQ) to classify 126 PD patients.
- Applied independent component analysis, a sliding window approach, and k-means clustering to analyze functional connectivity.
- Examined dynamic changes in brain network states.
Main Results:
- PD-pRBD patients exhibited weaker positive couplings between the visual network (VIS) and default mode network (DMN), DMN and basal ganglia (BG), and within the DMN (State IV) compared to PD-npRBD.
- Both PD-pRBD and PD-npRBD groups showed reduced dwell time and fewer occurrences in a state (State III) characterized by specific positive network correlations, relative to healthy controls.
- Identified distinct dynamic network connectivity patterns associated with RBD in PD.
Conclusions:
- Weaker positive functional couplings within and between the VIS, DMN, and BG networks in State IV may contribute to the pathophysiology of probable RBD in Parkinson's disease.
- Dynamic network alterations provide insights into the neurobiological mechanisms underlying non-motor symptoms in PD.
- These findings highlight the importance of assessing RBD in PD patients and suggest potential therapeutic targets.
Keywords:
Brain networkDynamic functional connectivityFunctional MRIParkinson’s diseaseRapid eye movement sleep behavior disorderMore Related Videos
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