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Cognitive correlates of cortical thickness, white matter volume, and resting-state connectivity in mild cognitive impairment

  • Nido Dipo Wardana*
  • , Stefanie Enriquez-Geppert
  • , Peter Paul De Deyn
  • , Jan-Bernard C. Marsman
  • , Fransje E. Reesink
  • , Andre Aleman
  • , Branislava Curcic-Blake
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Background: Individuals with mild cognitive impairment (MCI) are at an increased risk of developing Alzheimer's disease. Anatomical and functional brain alterations associated with this condition are still elusive. Objective: This study explored the cognitive correlates of cortical thickness, white matter (WM) volume, and resting-state connectivity among people with MCI. Methods: A total of 56 older participants (aged 51 to 92 years) with amnestic MCI were recruited. Cognitive abilities were measured using the Trail Making Task, the Stroop Color-Word Test, the Forward and Backward Digit Span test, and computerized n-back tasks. Morphometry was used to measure cortical thickness and WM volume from 3 T MR images, while functional connectivity was measured using resting-state fMRI and calculated using Independent Component Analysis. Voxel-wise regressions were used to test associations between cognitive scores and brain measures. Results: Worse working memory updating (n-back) performance was associated with lower cortical thickness of the left middle temporal gyrus. Additionally, at a lower demand, working memory performance was linked to frontoparietal network (FPN) intrinsic connectivity, while WM volume within the anterior segment of the left arcuate fasciculus and default mode network (DMN) resting-state connectivity were relevant when the demand was higher. Lower DMN connectivity was also associated with worse conflict monitoring (Stroop) performance (all cluster-corrected ps < 0.05). Conclusions: The findings highlight the relevance of the perisylvian region to working memory updating and conflict monitoring in people with MCI.
Original languageEnglish
Pages (from-to)1931-1944
Number of pages14
JournalJournal of Alzheimer's Disease
Volume109
Issue number4
Early online date27 Jan 2026
DOIs
Publication statusPublished - 1 Feb 2026

Keywords

  • Alzheimer's disease
  • cortical thickness
  • executive function
  • functional connectivity
  • mild cognitive impairment
  • white matter
  • working memory
  • NORMAL OLDER-ADULTS
  • WORKING-MEMORY
  • FUNCTIONAL CONNECTIVITY
  • ALZHEIMERS-DISEASE
  • HUMAN BRAIN
  • PERFORMANCE
  • TASK
  • METAANALYSIS
  • VARIABILITY
  • ASYMMETRY

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