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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Potential of Diffusion Tensor Imaging and Relaxometry for the Detection of Specific Pathological Alterations in
Regina Esterhammer1, Klaus Seppi2, Eva Reiter2
1Department of Radiology, University Hospital, Innsbruck Medical University, Anichstrasse 35, 6020, Innsbruck, Austria.
Abstract:
The purpose of the present study was to evaluate the potential of multimodal MR imaging including mean diffusivity (MD), fractional anisotropy (FA), relaxation rates R2 and R2* to detect disease specific alterations in Parkinson's Disease (PD). We enrolled 82 PD patients (PD-all) with varying disease durations (≤5 years: PD≤5, n = 43; >5 years: PD>5, n = 39) and 38 matched healthy controls (HC), receiving diffusion tensor imaging as well as R2 and R2* relaxometry calculated from multi-echo T2*-weighted and dual-echo TSE imaging, respectively. ROIs were drawn to delineate caudate nucleus (CN), putamen (PU), globus pallidus (GP) and substantia nigra (SN) on the co-registered maps. The SN was divided in 3 descending levels (SL 1-3). The most significant parameters were used for a flexible discrimination analysis (FDA) in a training collective consisting of 25 randomized subjects from each group in order to predict the classification of remaining subjects. PD-all showed significant increases in MD, R2 and R2* within SN and its subregions as well as in MD and R2* within different basal ganglia regions. Compared to the HC group, the PD≤5 and the PD>5 group showed significant MD increases within the SN and its lower two subregions, while the PD≤5 group exhibited significant increases in R2 and R2* within SN and its subregions, and tended to elevation within the basal ganglia. The PD>5 group had significantly increased MD in PU and GP, whereas the PD≤5 group presented normal MD within the basal ganglia. FDA achieved right classification in 84% of study participants. Micro-structural damage affects primarily the SN of PD patients and in later disease stages the basal ganglia. Iron contents of PU, GP and SN are increased at early disease stages of PD.
Insights
Multimodal MRI detects Parkinson's disease (PD) alterations, showing micro-structural damage primarily in the substantia nigra (SN) and later in basal ganglia. Iron content increases in key brain regions early in PD.
Area of Science:
- Neuroimaging
- Neurology
- Biomedical Engineering
Background:
- Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor and non-motor symptoms.
- Early and accurate diagnosis of PD is crucial for timely intervention and management.
- Current diagnostic methods may lack sensitivity in detecting early pathological changes.
Purpose of the Study:
- To evaluate the efficacy of multimodal magnetic resonance imaging (MRI) techniques in identifying disease-specific alterations in Parkinson's disease.
- To assess changes in mean diffusivity (MD), fractional anisotropy (FA), and relaxation rates (R2, R2*) in PD patients compared to healthy controls.
Main Methods:
- 82 PD patients (categorized by disease duration: ≤5 years and >5 years) and 38 healthy controls (HC) underwent diffusion tensor imaging (DTI) and R2/R2* relaxometry.
- Regions of interest (ROIs) included caudate nucleus (CN), putamen (PU), globus pallidus (GP), and substantia nigra (SN).
- Flexible discrimination analysis (FDA) was employed for classification using significant imaging parameters.
Main Results:
- PD patients exhibited significantly increased MD, R2, and R2* in the SN and its subregions.
- Elevated MD and R2* were observed in basal ganglia regions of PD patients.
- Early PD (≤5 years) showed increased R2/R2* in SN and tended towards basal ganglia elevations, while later PD (>5 years) demonstrated increased MD in PU and GP.
Conclusions:
- Micro-structural damage in PD primarily affects the substantia nigra (SN) early in the disease.
- Basal ganglia are affected in later stages of Parkinson's disease.
- Increased iron content in the putamen, globus pallidus, and substantia nigra is indicative of early PD stages.

