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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients
Yasheng Chen1, Hongyu An, Hongtu Zhu
1Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC 27599, USA. yasheng_chen@med.unc.edu
Insights
HIV-associated dementia (HAD) patients show significant white matter abnormalities compared to healthy individuals and HIV+ non-demented (HND) patients. Radial diffusivity (RD) is notably affected, suggesting demyelination is a key aspect of HAD progression.
Area of Science:
- Neuroimaging
- Neurology
- Infectious Diseases
Background:
- HIV-associated dementia (HAD) is the most severe central nervous system manifestation of HIV.
- Previous research indicates greater cerebral and basal ganglia atrophy in HAD patients versus non-demented HIV+ (HND) patients.
- The specific impact of HIV on white matter integrity in HAD patients remains unclear.
Purpose of the Study:
- To investigate white matter abnormalities in HAD patients compared to HND patients and healthy controls.
- To utilize diffusion tensor imaging (DTI) to assess white matter changes.
Main Methods:
- Acquired DTI and T1-weighted MRI scans from 18 healthy controls, 21 HND patients, and 8 HAD patients.
- Performed T1-based registration for white matter parcellation and voxel-based analysis.
- Analyzed four DTI parameters: fractional anisotropy (FA), mean (MD), axial (AD), and radial (RD) diffusivities.
Main Results:
- Both HND and HAD groups showed significant white matter differences compared to controls.
- HAD patients exhibited elevated mean diffusivity (MD) and radial diffusivity (RD) in parietal white matter versus HND patients.
- Voxel-based analysis revealed widespread abnormalities in both HND and HAD groups, with larger affected volumes in HAD patients.
Conclusions:
- HIV infection significantly impacts white matter integrity, with HAD patients showing more pronounced changes.
- Elevated radial diffusivity (RD) suggests demyelination is a primary pathological process in HIV-associated white matter disease.
- DTI is a valuable tool for characterizing white matter changes in HIV infection and its neurological complications.
Abstract:
HIV associated dementia (HAD) is the most advanced stage of central nervous system disease caused by HIV infection. Previous studies have demonstrated that patients with HAD exhibit greater cerebral and basal ganglia atrophy than non-demented HIV+ (HND) patients. However, the extent to which white matter is affected in HAD patients compared to HND patients remains elusive. This study is designed to address the potential white matter abnormalities through the utilization of diffusion tensor imaging (DTI) in both HND and HAD patients. DTI and T1-weighted images were acquired from 18 healthy controls, 21 HND and 8 HAD patients. T1 image-based registration was performed to 1) parcellate the whole brain white matter into major white matter regions, including frontal, parietal, temporal and occipital white matter, corpus callosum and internal capsule for statistical comparisons of the mean DTI values, and 2) warp all DTI parametric images towards the common template space for voxel-based analysis. The statistical comparisons were performed with four DTI parameters including fractional anisotropy (FA), mean (MD), axial (AD), and radial (RD) diffusivities. With Whitney U tests on the mean DTI values, both HND and HAD demonstrated significant differences from the healthy control in multiple white matter regions. In addition, HAD patients exhibited significantly elevated MD and RD in the parietal white matter when compared to HND patients. In the voxel-based analysis, widespread abnormal regions were identified for both HND and HAD patients, although a much larger abnormal volume was observed in HAD patients for all four DTI parameters. Furthermore, both region of interest (ROI) based and voxel-based analyses revealed that RD was affected to a much greater extent than AD by HIV infection, which may suggest that demyelination is the prominent disease progression in white matter.

