Early axonal degeneration linked to clinical decline in Alzheimer's disease progression revealed with diffusion MRI

Zhaoyuan Gong1, John P Laporte1, Alexander Y Guo1

  • 1National Institute on Aging, National Institutes of Health, Baltimore, Maryland, USA.

PubMed

Insights

Axonal degeneration, a key feature of Alzheimer's disease (AD), can be tracked using the diffusion MRI-derived Axonal Density Index (ADI). Lower ADI predicts faster cognitive decline and ADI changes monitor disease progression, offering a promising biomarker for early detection and monitoring.

Area of Science:

  • Neuroimaging
  • Neurodegeneration
  • Biomarker Discovery

Background:

  • Axonal degeneration is an early indicator in Alzheimer's disease (AD).
  • Investigating the temporal dynamics of axonal loss and its relation to cognitive decline is crucial.

Purpose of the Study:

  • To assess the temporal trajectory of axonal loss using diffusion MRI-derived Axonal Density Index (dMRI-ADI).
  • To examine the association between dMRI-ADI and cognitive/functional decline in AD.
  • To compare ADI with other biomarkers like CSF and PET.

Main Methods:

  • Longitudinal diffusion MRI, CSF, and PET data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) were analyzed.
  • Linear mixed-effects models were used to assess group differences and biomarker associations.
  • Included cognitively normal (CN) and cognitively impaired (CI) subjects (MCI, AD).

Main Results:

  • Cognitively impaired individuals showed lower baseline ADI and faster longitudinal decline compared to CN.
  • Lower baseline ADI and longitudinal ADI decreases predicted faster cognitive and functional decline.
  • ADI demonstrated superior sensitivity in tracking disease progression compared to CSF and PET biomarkers.

Conclusions:

  • Axonal degeneration is an early and clinically significant feature of AD.
  • ADI serves as a promising noninvasive biomarker for early AD detection, prognosis, and disease monitoring.