Deterioration of abstract reasoning ability in mild cognitive impairment and Alzheimer's disease: Correlation with regional grey matter volume loss revealed by diffeomorphic anatomical registration through exponentiated lie algebra analysis

Takashi Yoshiura, Akio Hiwatashi, Koji Yamashita, Yasumasa Ohyagi, Akira Monji, Yukihisa Takayama, Norihiro Kamano, Toshiro Kawashima, Jun Ichi Kira, Hiroshi Honda

Research output: Contribution to journalArticle

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Objective: To determine which brain regions are relevant to deterioration in abstract reasoning as measured by Raven's Colored Progressive Matrices (CPM) in the context of dementia. Methods: MR images of 37 consecutive patients including 19 with Alzheimer's disease (AD) and 18 with amnestic mild cognitive impairment (aMCI) were retrospectively analyzed. All patients were administered the CPM. Regional grey matter (GM) volume was evaluated according to the regimens of voxel-based morphometry, during which a non-linear registration algorithm called Diffeomorphic Anatomical Registration Through Exponentiated Lie algebra was employed. Multiple regression analyses were used to map the regions where GM volumes were correlated with CPM scores. Results: The strongest correlation with CPM scores was seen in the left middle frontal gyrus while a region with the largest volume was identified in the left superior temporal gyrus. Significant correlations were seen in 14 additional regions in the bilateral cerebral hemispheres and right cerebellum. Conclusion: Deterioration of abstract reasoning ability in AD and aMCI measured by CPM is related to GM loss in multiple regions, which is in close agreement with the results of previous activation studies.

Original languageEnglish
Pages (from-to)419-425
Number of pages7
JournalEuropean Radiology
Issue number2
Publication statusPublished - Feb 1 2011


All Science Journal Classification (ASJC) codes

  • Radiology Nuclear Medicine and imaging

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