Identifying Distinct Spatiotemporal Patterns of Juxtacortical Microstructure in Alzheimer Disease Using Diffusion MRI–derived Free Water Fraction

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 (<sup>18</sup>F) florbetapir PET to assess amyloid-β (Aβ), and <sup>18</sup>F-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 <i>P</i> < .001 to <i>P</i> = .049), which was associated with higher global cortical Aβ and tau deposition (<i>P</i> < .001 to <i>P</i> = .04 for Aβ; <i>P</i> < .001 to <i>P</i> = .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, <i>b</i> = -0.1 and <i>P</i> = .007; right, <i>b</i> = -0.08 and <i>P</i> = .03) and worse cognitive performance (verbal fluency test, <i>b</i> = -0.21 and <i>P</i> = .01; shape-trail test part A, <i>b</i> = 0.16 and <i>P</i> < .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 (<i>b</i> = -0.3 and <i>P</i> < .001), whereas the FWF-first subtype had lower left cortical thickness (<i>b</i> = -0.05 and <i>P</i> = .01) and worse cognitive performance (verbal fluency test, <i>b</i> = -0.17 and <i>P</i> = .02; shape-trail test part A, <i>b</i> = 0.20 and <i>P</i> < .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 <i>Supplemental material is available for this article.</i> See also the editorial by Schoonheim in this issue.

Authors

Institutions

Publication Details

Journal
Radiology
Published
2025-10-01
DOI
https://doi.org/10.1148/radiol.243423
Citations
4
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
5.44
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Identifying Distinct Spatiotemporal Patterns of Juxtacortical Microstructure in Alzheimer Disease Using Diffusion MRI–derived Free Water Fraction

Xiaomeng Xu, Yan Wang, Fang Xie, Yihui Guan et al.
4 citations
Radiology
Advanced Neuroimaging Techniques and Applications
5.44
article

Identifying Distinct Spatiotemporal Patterns of Juxtacortical Microstructure in Alzheimer Disease Using Diffusion MRI–derived Free Water Fraction

Xiaomeng Xu, Yan Wang, Fang Xie, Yihui Guan, Binyin Li, Yulei Deng, Qi Huang, Jun Liu, Junfang Zhang, Xinyuan Yang, Yingting Zheng, Wenjing Wang, Wei Xu
article en
4 citations

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 (<sup>18</sup>F) florbetapir PET to assess amyloid-β (Aβ), and <sup>18</sup>F-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 <i>P</i> < .001 to <i>P</i> = .049), which was associated with higher global cortical Aβ and tau deposition (<i>P</i> < .001 to <i>P</i> = .04 for Aβ; <i>P</i> < .001 to <i>P</i> = .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, <i>b</i> = -0.1 and <i>P</i> = .007; right, <i>b</i> = -0.08 and <i>P</i> = .03) and worse cognitive performance (verbal fluency test, <i>b</i> = -0.21 and <i>P</i> = .01; shape-trail test part A, <i>b</i> = 0.16 and <i>P</i> < .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 (<i>b</i> = -0.3 and <i>P</i> < .001), whereas the FWF-first subtype had lower left cortical thickness (<i>b</i> = -0.05 and <i>P</i> = .01) and worse cognitive performance (verbal fluency test, <i>b</i> = -0.17 and <i>P</i> = .02; shape-trail test part A, <i>b</i> = 0.20 and <i>P</i> < .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 <i>Supplemental material is available for this article.</i> See also the editorial by Schoonheim in this issue.

RadiologyVol. 317(1)
Fudan University (CN), Ruijin Hospital (CN), Shanghai Sixth People's Hospital (CN), Huashan Hospital (CN)
Openalex Percentile: Top 4%
Advanced Neuroimaging Techniques and Applications
5.44
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.