Amyloidosis and neurodegeneration result in distinct structural connectivity patterns in mild cognitive impairment

Neurobiol Aging. 2017 Jul:55:177-189. doi: 10.1016/j.neurobiolaging.2017.03.023. Epub 2017 Apr 5.

Abstract

Alzheimer's disease (AD) is increasingly considered as a disconnection syndrome. Previous studies of the structural connectome in early AD stages have focused on mild cognitive impaired subjects (MCI), considering them as a homogeneous group. We studied 168 subjects from the Alzheimer's Disease Neuroimaging Initiative database (116 MCI and 52 cognitively normal subjects). Biomarker-based stratification using amyloid biomarkers (AV45 PET) and neurodegeneration biomarkers (MRI and FDG PET) led to 4 subgroups based on amyloid positivity (A+/-) and neurodegeneration positivity (N+/-): A-N-, A+N-, A-N+, and A+N+. Using diffusion MRI, we showed that both MCI A-N+ and MCI A+N+ subjects displayed an alteration of the white matter in the fornix and a significant bihemispheric network of decreased connections. These network alterations in MCI A+N+ are stronger and more focal than those of MCI A-N+. Only MCI A+N+ subjects exhibited specific changes in hippocampal connectivity and an AD-like alteration pattern. Our results indicate that the connectome disintegration pattern of MCI subgroups differ with respect to brain amyloid and neurodegeneration. Each of these 2 AD biomarkers induces a connectome alteration that is maximal when they coexist.

Keywords: Alzheimer's disease; Biomarkers; MCI; Network analysis; Structural connectome.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / complications*
  • Alzheimer Disease / diagnostic imaging
  • Biomarkers
  • Cerebral Amyloid Angiopathy / complications*
  • Cerebral Amyloid Angiopathy / diagnostic imaging
  • Cognition / physiology*
  • Cognitive Dysfunction / diagnostic imaging
  • Cognitive Dysfunction / etiology*
  • Cognitive Dysfunction / pathology
  • Cognitive Dysfunction / psychology*
  • Connectome
  • Diffusion Magnetic Resonance Imaging
  • Female
  • Hippocampus / diagnostic imaging
  • Hippocampus / physiopathology
  • Humans
  • Male
  • Middle Aged
  • Nerve Degeneration / complications*
  • Nerve Degeneration / diagnostic imaging
  • Positron-Emission Tomography

Substances

  • Biomarkers

Supplementary concepts

  • Amyloid angiopathy