title: Comparison of 18F-FDG PET and optimized voxel-based morphometry for detection of Alzheimer's disease: aging effect on diagnostic performance.
abstract: The aim of this study was to compare optimized voxel-based morphometry (VBM) and (18)F-FDG PET for discrimination between patients with Alzheimer's disease (AD) and healthy subjects in relation to age.
  
  
  METHODS
  The study population consisted of 2 groups; the first group (27 AD patients and 40 control subjects) was used to determine the locations of significant abnormalities for both PET and VBM using statistical parametric mapping, and the second group (34 AD patients and 50 control subjects) was used to compare the diagnostic performance of PET and VBM. In the second group, a z-score map for PET or VBM of each subject was obtained by comparison with the mean and SD of PET or gray-matter MR images of the control subjects. Receiver-operating-characteristic (ROC) curve analysis was then performed to compare the diagnostic performance between PET and VBM. Furthermore, group 2 was divided into the early- and late-onset subgroups, and ROC analysis was performed for each subgroup.
  
  
  RESULTS
  In the first group, VBM revealed a significant decrease in gray-matter concentration in the hippocampus complex in AD, whereas PET showed a significant reduction in (18)F-FDG uptake in the posterior cingulate and parietotemporal lobe. The diagnostic performance of PET (0.988 +/- 0.008; mean +/- SE), as measured by the area under the ROC curve, was higher than that of VBM with (0.782 +/- 0.059) or without (0.832 +/- 0.049) modulation. PET yielded a sensitivity, specificity, and overall accuracy of 100%, 92%, and 95%, respectively, whereas for VBM the sensitivity, specificity, and accuracy were 74%, 92%, and 85%. Modulation for the VBM did not improve these values (56%, 94%, and 79%, respectively). When the early- and late-onset subjects were analyzed separately, the superiority of (18)F-FDG PET was significant only in the early-onset subgroup.
  
  
  CONCLUSIONS
  The present study indicates that the detection of metabolic alteration by (18)F-FDG PET yields a better diagnostic performance for the discrimination between AD patients and healthy control subjects than does the morphologic approach by VBM, particularly in the early-onset subjects.
authors.affiliation: The Medical and Pharmacological Research Center Foundation, Hakui-city, Ishikawa, Japan. matsunari@mprcf.or.jp
authors.forename: Ichiro
authors.initials: I
authors.lastname: Matsunari
authors.forename: Miharu
authors.initials: M
authors.lastname: Samuraki
authors.forename: Wei-Ping
authors.initials: WP
authors.lastname: Chen
authors.forename: Daiseke
authors.initials: D
authors.lastname: Yanase
authors.forename: Nozomi
authors.initials: N
authors.lastname: Takeda
authors.forename: Kenjiro
authors.initials: K
authors.lastname: Ono
authors.forename: Mitsuhiro
authors.initials: M
authors.lastname: Yoshita
authors.forename: Hiroshi
authors.initials: H
authors.lastname: Matsuda
authors.forename: Masahito
authors.initials: M
authors.lastname: Yamada
authors.forename: Seigo
authors.initials: S
authors.lastname: Kinuya
mesh_terms: D000367:Age Factors; D000368:Aged; D000544:Alzheimer Disease / Q000175:diagnosis* / Q000000981:diagnostic imaging; D003951:Diagnostic Errors; D005260:Female; D019788:Fluorodeoxyglucose F18; D006801:Humans; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D049268:Positron-Emission Tomography / Q000379:methods*; D019275:Radiopharmaceuticals
chemical_list: D019275:Radiopharmaceuticals; D019788:Fluorodeoxyglucose F18