Elsevier

NeuroImage: Clinical

Volume 4, 2014, Pages 64-71
NeuroImage: Clinical

White matter tract integrity metrics reflect the vulnerability of late-myelinating tracts in Alzheimer's disease

https://doi.org/10.1016/j.nicl.2013.11.001Get rights and content
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Highlights

  • We investigated the vulnerability of late-myelinating tracts in AD using WMTI metrics.

  • WMTI metrics are derived from the biophysical modeling of the DKI signal.

  • These metrics indicate pathological features like axonal density and myelin integrity.

  • WMTI metrics were largely stable in early-myelinating tracts through the course of AD.

  • Axonal density loss & myelin breakdown were observed in late-myelinating tracts.

Abstract

Post-mortem and imaging studies have observed that white matter (WM) degenerates in a pattern inverse to myelin development, suggesting preferential regional vulnerabilities influencing cognitive decline in AD. This study applied novel WM tract integrity (WMTI) metrics derived from diffusional kurtosis imaging (DKI) to examine WM tissue properties in AD within this framework. Using data from amnestic mild cognitive impairment (aMCI, n = 12), AD (n = 14), and normal control (NC; n = 15) subjects, mixed models revealed interaction effects: specific WMTI metrics of axonal density and myelin integrity (i.e. axonal water fraction, radial extra-axonal diffusivity) in late-myelinating tracts (i.e. superior and inferior longitudinal fasciculi) changed in the course of disease, but were stable in the initial stages for early-myelinating tracts (i.e. posterior limb of the internal capsule, cerebral peduncles). WMTI metrics in late-myelinating tracts correlated with semantic verbal fluency, a cognitive function known to decline in AD. These findings corroborate the preferential vulnerability of late-myelinating tracts, and illustrate an application of WMTI metrics to characterizing the regional course of WM changes in AD.

Abbreviations

AD
Alzheimer's disease
aMCI
amnestic mild cognitive impairment
AWF
axonal water fraction
CP
cerebral peduncle
Daxon
intrinsic axonal diffusivity
De,∥
axial extra-axonal diffusivity
De,⊥
radial extra-axonal diffusivity
DKI
diffusional kurtosis imaging
DTI
diffusion tensor imaging
FA
fractional anisotropy
ILF
inferior longitudinal fasciculus
NC
normal control
PLIC
posterior limb of the internal capsule
SLF
superior longitudinal fasciculus
WM
white matter
WMTI
white matter tract integrity

Keywords

White matter
Diffusional kurtosis imaging
Diffusion MRI
Verbal fluency
Alzheimer's disease

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1

These authors contributed equally to the work.