Reduced hippocampal metabolism in MCI and AD: automated FDG-PET image analysis.

TitleReduced hippocampal metabolism in MCI and AD: automated FDG-PET image analysis.
Publication TypeJournal Article
Year of Publication2005
AuthorsMosconi L, Tsui W-H, De Santi S, Li J, Rusinek H, Convit A, Li Y, Boppana M, de Leon MJ
JournalNeurology
Volume64
Issue11
Pagination1860-7
Date Published2005 Jun 14
ISSN1526-632X
KeywordsAged, Aged, 80 and over, Alzheimer Disease, Cognition Disorders, Cohort Studies, Down-Regulation, Energy Metabolism, Female, Fluorodeoxyglucose F18, Glucose, Hippocampus, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Middle Aged, Positron-Emission Tomography, Predictive Value of Tests, Reproducibility of Results, Software Design
Abstract

BACKGROUND: To facilitate image analysis, most recent 2-[18F]fluoro-2-deoxy-d-glucose PET (FDG-PET) studies of glucose metabolism (MRglc) have used automated voxel-based analysis (VBA) procedures but paradoxically none reports hippocampus MRglc reductions in mild cognitive impairment (MCI) or Alzheimer disease (AD). Only a few studies, those using regions of interest (ROIs), report hippocampal reductions. The authors created an automated and anatomically valid mask technique to sample the hippocampus on PET (HipMask).

METHODS: Hippocampal ROIs drawn on the MRI of 48 subjects (20 healthy elderly [NL], 16 MCI, and 12 AD) were used to develop the HipMask. The HipMask technique was applied in an FDG-PET study of NL (n = 11), MCI (n = 13), and AD (n = 12), and compared to both MRI-guided ROIs and VBA methods.

RESULTS: HipMask and ROI hippocampal sampling produced significant and equivalent MRglc reductions for contrasts between MCI and AD relative to NL. The VBA showed typical cortical effects but failed to show hippocampal MRglc reductions in either clinical group. Hippocampal MRglc was the only discriminator of NL vs MCI (78% accuracy) and added to the cortical MRglc in classifying NL vs AD and MCI vs AD.

CONCLUSIONS: The new HipMask technique provides accurate and rapid assessment of the hippocampus on PET without the use of regions of interest. Hippocampal glucose metabolism reductions are found in both mild cognitive impairment and Alzheimer disease and contribute to their diagnostic classification. These results suggest re-examination of prior voxel-based analysis 2-[18F]fluoro-2-deoxy-d-glucose PET studies that failed to report hippocampal effects.

DOI10.1212/01.WNL.0000163856.13524.08
Alternate JournalNeurology
PubMed ID15955934
Grant ListAG08051 / AG / NIA NIH HHS / United States
AG12101 / AG / NIA NIH HHS / United States
AG13613 / AG / NIA NIH HHS / United States
Related Institute: 
Brain Health Imaging Institute (BHII)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065