Coevolution of brain structures in amnestic mild cognitive impairment

Owen Carmichael, Donald G. McLaren, Douglas Tommet, Dan M Mungas, Richard N. Jones

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Network accounts of the progression of Alzheimer's disease (AD), based on cross-sectional brain imaging observations, postulate that the biological course of the disease is characterized by coordinated spatial patterns of brain change to distributed cognitive networks. This study tests this conjecture by quantifying inter-regional covariance in cortical gray matter atrophy rates in 317 Alzheimer's Disease Neuroimaging Initiative participants who were clinically diagnosed with amnestic mild cognitive impairment at baseline and underwent serial MRI at 6-month intervals over the course of 2. years. A factor analysis model identified five factors (i.e. groupings of regions) that exhibited highly correlated rates of atrophy. Four groupings approximately corresponded to coordinated change within the posterior default mode network, prefrontal cortex, medial temporal lobe, and regions largely spared by the early pathological course of AD (i.e., sensorimotor and occipital cortex), while the fifth grouping represented diffuse, global atrophy. The data-driven observation of "frontal aging" superimposed upon medial temporal atrophy typical of early AD and default mode network changes supports the view that in individuals at high risk of eventual clinical AD, multiple patterns of distributed neuronal death corresponding to multiple biological substrates may be active.

Original languageEnglish (US)
Pages (from-to)449-456
Number of pages8
JournalNeuroImage
Volume66
DOIs
StatePublished - Feb 1 2013

Fingerprint

Alzheimer Disease
Atrophy
Brain
Temporal Lobe
Neuroimaging
Occipital Lobe
Prefrontal Cortex
Statistical Factor Analysis
Observation
Cognitive Dysfunction

Keywords

  • Alzheimer's disease
  • Distributed networks
  • Exploratory factor analysis
  • Longitudinal cortical change
  • MRI parcellation

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Neurology

Cite this

Coevolution of brain structures in amnestic mild cognitive impairment. / Carmichael, Owen; McLaren, Donald G.; Tommet, Douglas; Mungas, Dan M; Jones, Richard N.

In: NeuroImage, Vol. 66, 01.02.2013, p. 449-456.

Research output: Contribution to journalArticle

Carmichael, Owen ; McLaren, Donald G. ; Tommet, Douglas ; Mungas, Dan M ; Jones, Richard N. / Coevolution of brain structures in amnestic mild cognitive impairment. In: NeuroImage. 2013 ; Vol. 66. pp. 449-456.
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