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Altered Brain Wiring in Parkinson's Disease: A Structural Connectome-Based Analysis
Apurva Shah1, Abhishek Lenka2, Jitender Saini3
11 Department of Electronics and Telecommunications, Symbiosis Institute of Technology, Symbiosis International University , Pune, India .
Brain Connectivity
|June 10, 2017
Summary
Parkinson's disease (PD) is linked to widespread structural disconnectivity in the brain. This study reveals reduced network clustering and hippocampal influence, potentially explaining nonmotor symptoms in PD patients.
Area of Science:
- Neuroscience
- Neurology
- Medical Imaging
Background:
- Parkinson's disease (PD) is a neurodegenerative disorder primarily affecting motor function.
- PD also presents with significant nonmotor symptoms, including cognitive impairment and depression, indicating complex network dysfunction.
- Diffusion MRI has shown sub-cortical structural changes in PD, but large-scale network alterations remain less understood.
Purpose of the Study:
- To investigate large-scale structural network changes in Parkinson's disease using network-based methods.
- To assess global, local, lobar, and edge-wise network alterations in the brain structure of PD patients.
- To explore potential links between observed structural disconnectivity and nonmotor symptoms in PD.
Main Methods:
- Structural connectomes were generated using probabilistic fiber tracking on diffusion MRI data from 86 regions of interest.
- Graph theoretic analysis was applied to evaluate network properties at multiple levels (global, nodal, lobar, edge-wise).
- Diffusion MRI and advanced network analysis techniques were employed to map brain connectivity.
Main Results:
- Parkinson's disease patients exhibited significantly lower network clustering capability and overall neural connectivity.
- A notable reduction in the nodal influence of the hippocampus was observed in PD.
- Widespread patterns of decreased connectivity were identified within and between temporal, parietal, and occipital brain regions.
Conclusions:
- The study confirms widespread structural disconnectivity in Parkinson's disease.
- These network alterations, particularly in the hippocampus and association cortices, may underlie the diverse nonmotor symptoms of PD.
- Network-based analysis provides valuable insights into the complex neuropathology of Parkinson's disease beyond motor deficits.
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