Histologically validated diffusion MRI signatures of neuroinflammation and neurodegeneration in Alzheimer disease
Wang, Q.; Jiang, M.; Luna, A.; Niu, X.; Nan, Y.; Sun, Q.; Perrin, R. J.; Franklin, E.; Cruchaga, C.; Flores, S.; Benzinger, T. L. S.; Wang, Y.
Show abstract
Noninvasive neuroinflammation measurement remains a major barrier for Alzheimer disease (AD) therapeutics. We present generalized diffusion basis spectrum imaging (g-DBSI), a diffusion MRI framework that decomposes the tissue signal into biologically interpretable microstructural compartments. In postmortem Knight ADRC brains, g-DBSI-derived restricted isotropic fraction (RIF) and restricted anisotropic fraction (RAF) mapped cellularity and neurofilament density, while their ratio (RIF/RAF) tracked inflammatory cell density and peri-plaque amyloid-beta with higher specificity and regional consistency than RIF alone. In 112 living Knight ADRC participants stratified by PET amyloid, g-DBSI metrics showed amyloid-dependent trajectories: in low-amyloid individuals, RIF and RAF rose together with amyloid, consistent with early neuropil expansion and glial elaboration, whereas in high-amyloid individuals, RIF/RAF increased, and RAF declined, indicating established neuroinflammatory remodeling and neurofilament loss. CSF proteomics linked RIF/RAF to glia-enriched immune and vascular pathways, supporting g-DBSI as a clinically compatible MRI biomarker of neuroinflammation and neurodegeneration in AD.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Characterizing spatiotemporal white matter hyperintensity pathophysiology in vivo to disentangle vascular and neurodegenerative contributions 96%
- Hemispheric Asymmetry of Tau Pathology is Related to Asymmetric Amyloid Deposition in Alzheimer's Disease 96%
- AI-driven fusion of neurological work-up for assessment of biological Alzheimer’s disease 96%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Higher levels of myelin are associated with higher resistance against tau pathology in Alzheimer’s disease 96%
- Perivascular space enlargement accelerates with hypertension, white matter hyperintensities, chronic inflammation, and Alzheimer’s disease pathology: evidence from a three-year longitudinal multicentre study 95%
- Head-to-head comparison between plasma p-tau217 and Flortaucipir-PET in amyloid-positive patients with cognitive impairment 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.