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Updated: Jan 15, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Identifying Distinct Spatiotemporal Patterns of Juxtacortical Microstructure in Alzheimer Disease Using Diffusion
Junfang Zhang1,2, Xinyuan Yang1, Yan Wang3
1Department of Neurology & Institute of Neurology, Ruijin Hospital affiliated with Shanghai Jiao Tong University School of Medicine, 197 Ruijin 2nd Rd, Shanghai 200025, China.
Abstract:
Background The free water fraction (FWF) is a potential imaging marker in Alzheimer disease (AD). Purpose To evaluate juxtacortical FWF, its association with neuropathologic severity, and its spatiotemporal pattern using MRI and PET in participants with AD or normal cognition. Materials and Methods This secondary analysis of a prospective study was conducted from November 2021 to July 2024, including diffusion MRI to assess FWF, fluorine 18 (18F) florbetapir PET to assess amyloid-β (Aβ), and 18F-MK-6240 PET to assess tau accumulation. Two independent subtype and stage inference (SuStaIn) models analyzed only juxtacortical FWF change or integrated FWF and Aβ. Results A total of 359 participants (mean age, 69 years ± 8 [SD]; age range, 40-86 years; 223 female) were included (161 with normal cognition, 85 with mild cognitive impairment due to AD, and 113 with dementia due to AD). Compared with controls, participants with AD had increased FWF (false discovery rate [FDR]-corrected P < .001 to P = .049), which was associated with higher global cortical Aβ and tau deposition (P < .001 to P = .04 for Aβ; P < .001 to P = .01 for tau; all FDR-corrected). The first SuStaIn model identified two distinct spatiotemporal trajectories of FWF: The orbitofrontal-first subtype had smaller left and right hippocampus volumes (left, b = -0.1 and P = .007; right, b = -0.08 and P = .03) and worse cognitive performance (verbal fluency test, b = -0.21 and P = .01; shape-trail test part A, b = 0.16 and P < .001) compared with the precuneus-first subtype. The second SuStaIn model integrating FWF and Aβ identified two subtypes: The amyloid-first subtype had higher levels of amyloid deposition in the cortex (b = -0.3 and P < .001), whereas the FWF-first subtype had lower left cortical thickness (b = -0.05 and P = .01) and worse cognitive performance (verbal fluency test, b = -0.17 and P = .02; shape-trail test part A, b = 0.20 and P < .001). Conclusion Juxtacortical FWF was higher in participants with AD compared with cognitively normal controls and associated with Aβ, tau, and neurodegeneration biomarkers. Distinct spatiotemporal progression patterns of FWF had distinct cognitive performance profiles. Clinical trial registration no. NCT05623124 © RSNA, 2025 Supplemental material is available for this article. See also the editorial by Schoonheim in this issue.
Insights
Free water fraction (FWF) is elevated in Alzheimer disease (AD) and linked to amyloid-beta and tau pathology. Distinct FWF progression patterns correlate with specific cognitive deficits, offering potential imaging insights for AD.
Area of Science:
- Neuroimaging
- Alzheimer's Disease Research
- Biomarker Discovery
Background:
- Free water fraction (FWF) is an emerging imaging biomarker for Alzheimer disease (AD).
- Understanding FWF's role in AD progression and its association with core neuropathologies is crucial.
Purpose of the Study:
- To investigate juxtacortical FWF in individuals with AD and normal cognition.
- To assess the relationship between FWF, neuropathologic severity (amyloid-beta and tau), and neurodegeneration.
- To characterize the spatiotemporal patterns of FWF changes using advanced MRI and PET imaging.
Main Methods:
- A prospective study analyzed diffusion MRI for FWF, 18F-florbetapir PET for amyloid-beta (Aβ), and 18F-MK-6240 PET for tau in 359 participants.
- Two subtype and stage inference (SuStaIn) models were employed: one analyzing FWF change, the other integrating FWF and Aβ.
- Statistical analyses included FDR correction to evaluate associations between FWF, Aβ, tau, and cognitive performance.
Main Results:
- Participants with AD exhibited significantly increased juxtacortical FWF compared to controls (FDR-corrected P < .001 to P = .049).
- Elevated FWF correlated with higher global cortical Aβ and tau deposition (FDR-corrected P < .001 to P = .04 for Aβ; P < .001 to P = .01 for tau).
- Two distinct FWF spatiotemporal trajectories were identified: an 'orbitofrontal-first' subtype associated with smaller hippocampal volumes and worse cognition, and an 'amyloid-first' subtype linked to higher amyloid levels and reduced cortical thickness.
Conclusions:
- Juxtacortical FWF is elevated in AD and associated with key AD pathologies (Aβ, tau) and neurodegeneration markers.
- Distinct spatiotemporal progression patterns of FWF are linked to differential cognitive performance profiles.
- FWF represents a promising imaging biomarker for characterizing AD subtypes and progression.
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