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Updated: Jul 30, 2026

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
Clinical utility of diffusion MRI-derived measures of cortical microstructure in a real-world memory clinic setting
Mario Torso1, Giorgio Fumagalli2, Gerard R Ridgway1
1Oxford Brain Diagnostics Ltd, Oxford, UK.
Objective:
To investigate cortical microstructural measures from diffusion MRI as "neurodegeneration" markers that could improve prognostic accuracy in mild cognitive impairment (MCI).
Methods:
The prognostic power of Amyloid/Tau/Neurodegeneration (ATN) biomarkers to predict progression from MCI to AD or non-AD dementia was investigated. Ninety patients underwent clinical evaluation (follow-up interval 32 ± 18 months), lumbar puncture, and MRI. Participants were grouped by clinical stage and cerebrospinal fluid Amyloid and Tau status. T1-structural and diffusion MRI scans were analyzed to calculate diffusion metrics related to cortical columnar structure (AngleR, ParlPD, PerpPD+), cortical mean diffusivity, and fractional anisotropy. Statistical tests were corrected for multiple comparisons. Prognostic power was assessed using receiver operating characteristic (ROC) analysis and related indices.
Results:
A progressive increase of whole-brain cortical diffusion values was observed along the AD continuum, with all A+ groups showing significantly higher AngleR than A-T-. Investigating clinical progression to dementia, the AT biomarkers together showed good positive predictive value (with 90.91% of MCI A+T+ converting to dementia) but poor negative predictive value (with 40% of MCI A-T- progressing to a mix of AD and non-AD dementias). Adding whole-brain AngleR as an N marker, produced good differentiation between stable and converting MCI A-T- patients (0.8 area under ROC curve) and substantially improved negative predictive value (+21.25%).
Interpretation:
Results support the clinical utility of cortical microstructure to aid prognosis, especially in A-T- patients. Further work will investigate other complexities of the real-world clinical setting, including A-T+ groups. Diffusion MRI measures of neurodegeneration may complement fluid AT markers to support clinical decision-making.
Insights
Diffusion MRI measures of cortical microstructure can improve the prognosis of mild cognitive impairment (MCI). Adding AngleR, a diffusion MRI marker, enhanced the prediction of dementia progression, especially in early stages.
Area of Science:
- Neuroimaging
- Neurology
- Biomarker Discovery
Background:
- Mild cognitive impairment (MCI) diagnosis and prognosis are challenging.
- Amyloid/Tau/Neurodegeneration (ATN) biomarkers aid in predicting dementia progression.
- Cortical microstructural changes may offer additional prognostic value.
Purpose of the Study:
- To evaluate diffusion MRI measures of cortical microstructure as neurodegeneration markers.
- To assess if these markers improve prognostic accuracy in MCI patients.
- To investigate their utility in predicting progression to Alzheimer's disease (AD) or non-AD dementia.
Main Methods:
- Ninety MCI patients underwent clinical evaluation, CSF analysis, and MRI (T1-structural and diffusion).
- Diffusion MRI metrics (AngleR, ParlPD, PerpPD+, mean diffusivity, FA) were calculated.
- Prognostic power of ATN biomarkers and AngleR was assessed using ROC analysis.
Main Results:
- Cortical diffusion values increased along the AD continuum.
- ATN biomarkers predicted MCI to dementia conversion with good positive but poor negative predictive value.
- Incorporating whole-brain AngleR significantly improved the differentiation of MCI A-T- patients, enhancing negative predictive value by 21.25%.
Conclusions:
- Cortical microstructure measures from diffusion MRI are clinically useful for aiding prognosis in MCI.
- AngleR shows particular promise for improving predictions, especially in Amyloid-negative/Tau-negative patients.
- Diffusion MRI markers may complement fluid-based ATN biomarkers for better clinical decision-making.
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