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Updated: Jun 17, 2025

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
A worldwide study of white matter microstructural alterations in people living with Parkinson's disease
Conor Owens-Walton1, Talia M Nir2, Sarah Al-Bachari3
1Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA. Conor.Owens-Walton@loni.usc.edu.
Abstract:
The progression of Parkinson's disease (PD) is associated with microstructural alterations in neural pathways, contributing to both motor and cognitive decline. However, conflicting findings have emerged due to the use of heterogeneous methods in small studies. Here we performed a large diffusion MRI study in PD, integrating data from 17 cohorts worldwide, to identify stage-specific profiles of white matter differences. Diffusion-weighted MRI data from 1654 participants diagnosed with PD (age: 20-89 years; 33% female) and 885 controls (age: 19-84 years; 47% female) were analyzed using the ENIGMA-DTI protocol to evaluate white matter microstructure. Skeletonized maps of fractional anisotropy (FA) and mean diffusivity (MD) were compared across Hoehn and Yahr (HY) disease groups and controls to reveal the profile of white matter alterations at different stages. We found an enhanced, more widespread pattern of microstructural alterations with each stage of PD, with eventually lower FA and higher MD in almost all regions of interest: Cohen's d effect sizes reached d = -1.01 for FA differences in the fornix at PD HY Stage 4/5. The early PD signature in HY stage 1 included higher FA and lower MD across the entire white matter skeleton, in a direction opposite to that typical of other neurodegenerative diseases. FA and MD were associated with motor and non-motor clinical dysfunction. While overridden by degenerative changes in the later stages of PD, early PD is associated with paradoxically higher FA and lower MD in PD, consistent with early compensatory changes associated with the disorder.
Insights
Parkinson's disease (PD) progression shows widespread white matter changes. Early PD exhibits paradoxical increases in fractional anisotropy (FA) and decreases in mean diffusivity (MD), suggesting compensatory mechanisms.
Area of Science:
- Neuroimaging
- Neuroscience
- Biomedical Engineering
Background:
- Parkinson's disease (PD) progression is linked to neural pathway microstructural changes, impacting motor and cognitive functions.
- Previous studies on white matter alterations in PD yielded conflicting results due to methodological heterogeneity and small sample sizes.
Purpose of the Study:
- To investigate stage-specific white matter microstructural differences in Parkinson's disease using a large, multi-cohort diffusion MRI dataset.
- To characterize the evolving profile of white matter alterations across different Hoehn and Yahr (HY) disease stages.
Main Methods:
- Analysis of diffusion-weighted MRI data from 1654 PD patients and 885 controls across 17 international cohorts.
- Utilized the ENIGMA-DTI protocol to assess white matter microstructure, focusing on fractional anisotropy (FA) and mean diffusivity (MD).
- Compared skeletonized FA and MD maps across PD HY disease stages (1-5) and controls.
Main Results:
- A progressive and widespread pattern of microstructural alterations was observed with increasing PD severity.
- Later PD stages (HY 4/5) showed significantly lower FA and higher MD across most regions, with large effect sizes (e.g., Cohen's d = -1.01 for FA in the fornix).
- Early PD (HY stage 1) presented a distinct signature of higher FA and lower MD, contrasting with other neurodegenerative diseases and potentially indicating compensatory changes.
Conclusions:
- White matter microstructural alterations intensify with Parkinson's disease progression.
- Early-stage PD is characterized by paradoxical increases in FA and decreases in MD, likely reflecting early compensatory neural mechanisms.
- These findings highlight the dynamic nature of white matter changes in PD and their association with clinical symptoms.
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