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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Fiber-specific age-related differences in the white matter of healthy adults uncovered by fixel-based analysis
Ana Han1, Thijs Dhollander2, Yutong L Sun3
1Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada.
Abstract:
Diffusion magnetic resonance imaging studies often investigate white matter (WM) microstructural degeneration in aging by probing WM regions that exhibit negative age associations of fractional anisotropy (FA). However, WM regions in which FA is unassociated with age are not necessarily "spared" in aging. Besides the confound of inter-participant heterogeneity, FA conflates all intravoxel fiber populations and does not allow the detection of individual fiber-specific age associations. In this study of 541 healthy adults aged 36-100 years, we use fixel-based analysis to investigate age associations among each "fixel" within a voxel, representing individual fiber populations. We find age associations of fixel-based measures that indicate age-related differences in individual fiber populations amid complex fiber architectures. Different crossing fiber populations exhibit different slopes of age associations. Our findings may provide evidence of selective degeneration of intravoxel WM fibers in aging, which does not necessarily manifest as a change in FA and therefore escapes notice if conventional voxel-based analyses are relied upon alone.
Insights
Aging selectively impacts specific white matter (WM) fiber populations, even when overall fractional anisotropy (FA) remains unchanged. Fixel-based analysis reveals subtle, fiber-specific age-related changes in the brain.
Area of Science:
- Neuroimaging
- Neuroscience
- Aging Research
Background:
- Diffusion MRI is commonly used to study white matter (WM) aging.
- Conventional voxel-based analysis using fractional anisotropy (FA) may miss age-related microstructural changes.
- FA conflates multiple fiber populations within a voxel, limiting detection of fiber-specific alterations.
Purpose of the Study:
- To investigate age associations within individual white matter fiber populations using fixel-based analysis (FBA).
- To determine if age-related degeneration affects specific fiber tracts independently of overall FA changes.
Main Methods:
- Utilized fixel-based analysis (FBA) on diffusion MRI data from 541 healthy adults (aged 36-100 years).
- Examined age associations for individual fiber populations (fixels) within complex white matter architectures.
- Compared findings with conventional voxel-based analysis relying on fractional anisotropy (FA).
Main Results:
- Identified significant age associations in fixel-based measures for individual fiber populations.
- Demonstrated that different crossing fiber populations exhibit distinct age-related changes.
- Observed selective degeneration in specific intravoxel white matter fibers that did not alter overall FA.
Conclusions:
- Fixel-based analysis provides a more sensitive approach to detecting age-related white matter degeneration than traditional methods.
- Selective degeneration of specific fiber populations occurs during aging, potentially independent of changes in overall FA.
- These findings highlight the importance of analyzing individual fiber tracts for a comprehensive understanding of brain aging.
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