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Patterns of Glucose Metabolism in [ 18 F]FDG PET Indicate Regional Variability and Neurodegeneration in the Progression of Alzheimer's Dementia.

John J LeeTom EarnestSung Min HaAbdalla BaniDeydeep KothapalliPeiwang LiuAristeidis Sotiras
Published in: medRxiv : the preprint server for health sciences (2023)
, insular cortex, medial frontal cortex, and prefrontal cortex demonstrated the most severe losses of glucose metabolism with increasing CDR. Lateral parietal and posterior superior temporal cortices retained glucose metabolism even for CDR > 0.5. ▪ NMF models of glucose metabolism are consistent with models arising from principal components, or eigenbrains, while adding additional regional interpretability. ▪ NMF patterns correlated with regions catalogued in Neurosynth. Following corrections for spatial autocorrelations, NMF patterns revealed meta-analytic identifications of patterns with Neurosynth topics of fear/reward, attention, memory, language, and movement with motor planning. Patterns varied with degrees of cognitive impairment.
Keyphrases
  • prefrontal cortex
  • cognitive impairment
  • working memory
  • functional connectivity
  • computed tomography
  • positron emission tomography
  • mild cognitive impairment
  • pet imaging
  • cognitive decline