A new data analysis approach for measuring longitudinal changes of metabolism in cognitively normal elderly adults

Clin Interv Aging. 2017 Dec 14:12:2123-2130. doi: 10.2147/CIA.S150859. eCollection 2017.

Abstract

Introduction: Previously, we discussed several critical barriers in including [18F] fluorodeoxyglucose positron emission tomography ([18F]FDG-PET) imaging of preclinical Alzheimer's disease (AD) subjects. These factors included the reference region selection and intensity normalization of PET images and the within- and across-subject variability of affected brain regions. In this study, we utilized a novel FDG-PET analysis, the regional FDG time correlation coefficient, rFTC, that can address and resolve these barriers and provide a more sensitive way of monitoring longitudinal changes in metabolism of cognitively normal elderly adults. The rFTC analysis captures the within-subject similarities between baseline and follow-up regional radiotracer distributions.

Methods: The rFTC trajectories of 27 cognitively normal subjects were calculated to identify 1) trajectories of rFTC decline in individual cognitively normal subjects; 2) how these trajectories correlate with the subjects' cognitive test scores, baseline cerebrospinal fluid (CSF) levels of amyloid beta (Aβ), and apolipoprotein E4 (APOE-E4) status; and 3) whether similar trajectories are observed in regional/composite standardized uptake value ratio (SUVR) values.

Results: While some of the subjects maintained a stable rFTC trajectory, other subjects had declining and fluctuating rFTC values. We found that the rFTC decline was significantly higher in APOE-E4 carriers compared to noncarriers (p=0.04). We also found a marginally significant association between rFTC decline and cognitive decline measured by Alzheimer's Disease Assessment Scale - cognitive subscale (ADAS_cog) decline (0.05). In comparison to the rFTC trajectories, the composite region of interest (ROI) SUVR trajectories did not change in any of the subjects. No individual/composite ROI SUVR changes contributed significantly to explaining changes in ADAS_cog, conversion to mild cognitive impairment (MCI), or any general changes in clinical symptoms.

Conclusion: The rFTC decline may serve as a new biomarker of early metabolic changes before the MCI stage.

Keywords: FDG; metabolism; positron emission tomography; reference tissue normalization; regional FDG time correlation.

MeSH terms

  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / metabolism*
  • Amyloid beta-Peptides / cerebrospinal fluid
  • Apolipoprotein E4 / cerebrospinal fluid
  • Biomarkers
  • Brain / metabolism
  • Cognitive Dysfunction / metabolism
  • Female
  • Fluorodeoxyglucose F18
  • Humans
  • Male
  • Positron-Emission Tomography / methods*
  • Time Factors

Substances

  • Amyloid beta-Peptides
  • Apolipoprotein E4
  • Biomarkers
  • Fluorodeoxyglucose F18