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.

Abstract

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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