Patterns of longitudinal cortical atrophy over 3 years in empirically derived MCI subtypes

Emily C Edmonds1, Alexandra J Weigand2, Sean N Hatton2

  • 1From the Veterans Affairs San Diego Healthcare System (E.C.E., K.R.T., M.W.B.); Department of Psychiatry (E.C.E., S.N.H., K.R.T., M.W.B., C.R.M.), Center for Multimodal Imaging and Genetics (S.N.H., A.M., C.R.M.), Department of Neurosciences (S.N.H.), and Center for Behavior Genetics of Aging (S.N.H.), University of California San Diego, La Jolla; Joint Doctoral Program in Clinical Psychology (A.J.W., J.E.), San Diego State University/University of California San Diego; Department of Psychology (A.J.M.), University of Southern California, Los Angeles; and Department of Biology (D.A.A.), San Diego State University, CA. ecedmonds@ucsd.edu.

Neurology
|May 13, 2020
PubMed
Abstract

Insights

Researchers identified distinct mild cognitive impairment (MCI) subtypes with unique longitudinal atrophy patterns. These subtypes improve diagnostic accuracy and prediction of clinical course in Alzheimer's Disease Neuroimaging Initiative (ADNI) participants.

Area of Science:

  • Neuroimaging and Cognitive Neuroscience
  • Neurology and Alzheimer's Disease Research

Background:

  • Mild cognitive impairment (MCI) diagnosis can be refined using empirically derived subtypes.
  • Previous work identified 4 MCI subtypes with distinct baseline cortical thinning patterns.

Purpose of the Study:

  • To determine if identified MCI subtypes exhibit unique longitudinal patterns of cortical atrophy.
  • To validate the clinical relevance of MCI subtypes in predicting disease progression.

Main Methods:

  • Analysis of structural MRI and neuropsychological data from 295 MCI and 134 cognitively normal (CN) participants in the Alzheimer's Disease Neuroimaging Initiative (ADNI).
  • Comparison of vertex-wise cortical atrophy rates between MCI subtypes and the CN group using general linear modeling.
  • Examination of longitudinal cortical atrophy trajectories over 3 years using linear mixed models.

Main Results:

  • Amnestic MCI showed initial medial temporal lobe atrophy, progressing to widespread atrophy.
  • Dysnomic/amnestic MCI exhibited temporal lobe-localized atrophy.
  • Mixed MCI demonstrated widespread atrophy across all time points.
  • A cluster-derived normal group maintained normal cognition and minimal atrophy.

Conclusions:

  • Refined MCI subtypes from the ADNI cohort demonstrate unique longitudinal atrophy rates.
  • These subtypes offer improved diagnostic precision, reducing errors and enhancing clinical course prediction.
  • Findings have implications for clinical trial participant selection and individual risk assessment.

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