The association of diffusion tensor MRI measures of normal appearing white matter and cognition

Yi Lin Ng1, Chuen Seng Tan1, Marco Egle2

  • 1Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore.

Abstract

Insights

Diffusion tensor imaging (DTI) markers like mean diffusivity (MD) and fractional anisotropy (FA) can predict cognitive decline. These DTI histogram measures show utility as pre-clinical markers for worsening cognition in clinical trials.

Area of Science:

  • Neuroimaging
  • Neuroscience
  • Biomedical Engineering

Background:

  • White matter microstructure changes are assessed using diffusion tensor imaging (DTI) markers such as fractional anisotropy (FA) and mean diffusivity (MD).
  • These DTI histogram-derived measures are crucial for quantifying microstructural alterations in normal-appearing white matter (NAWM).
  • Cognitive decline is a significant concern in aging populations and individuals with cognitive impairment.

Purpose of the Study:

  • To investigate the association between DTI histogram measures in global NAWM and cognitive decline.
  • To determine if DTI markers can serve as pre-clinical indicators of cognitive worsening.
  • To evaluate the predictive value of DTI in patients with normal cognition and cognitive impairment no dementia.

Main Methods:

  • A cohort of 252 patients underwent baseline clinical and MRI assessments, including DTI scans.
  • Neuropsychological assessments were conducted annually for 2 years to evaluate cognitive function.
  • Linear regression models with generalized estimating equations (GEE) and logistic regression were employed to analyze DTI histogram measures and cognitive decline.

Main Results:

  • DTI measures (MD and FA) at Year 2 were significantly associated with accelerated worsening in global cognition.
  • Similar associations were found for executive function and visuomotor speed.
  • Mean diffusivity (MD) measures specifically predicted worsening in the memory domain.

Conclusions:

  • DTI histogram measures are linked to accelerated cognitive decline, highlighting their potential as pre-clinical markers.
  • DTI shows promise as a tool for predicting cognitive worsening in research and clinical settings.
  • These findings support the use of DTI in clinical trials for monitoring cognitive changes.