A Multi-Dimensional Comparison of Alzheimer's Disease Neurodegenerative Biomarkers

J Alzheimers Dis. 2022;87(1):197-209. doi: 10.3233/JAD-215724.

Abstract

Background: In the 2018 AT(N) framework, neurodegenerative (N) biomarkers plays an essential role in the research and staging of Alzheimer's disease (AD); however, the different choice of N may result in discordances.

Objective: We aimed to compare different potential N biomarkers.

Methods: We examined these N biomarkers among 1,238 participants from Alzheimer's Disease Neuroimaging Initiative (ADNI) in their 1) diagnostic utility, 2) cross-sectional and longitudinal correlations between different N biomarkers and clinical variables, and 3) the conversion risk of different N profiles.

Results: Six neurodegenerative biomarkers changed significantly from preclinical AD, through prodromal AD to AD dementia stage, thus they were chosen as the candidate N biomarkers: hippocampal volume (HV), 18F-fluorodeoxyglucose-positron emission tomography (FDG-PET), cerebrospinal fluid (CSF), total tau (T-tau), plasma neurofilament light chain (NFL), CSF NFL, and CSF neurogranin (Ng). Results indicated that FDG-PET not only had the greatest diagnostic utility in differentiating AD from controls (area under the curve: FDG-PET, 0.922), but also had the strongest association with cognitive scores. Furthermore, FDG-PET positive group showed the fastest memory decline (hazard ratio: FDG-PET, 3.45), which was also true even in the presence of amyloid-β pathology. Moreover, we observed great discordances between three valuable N biomarkers (FDG-PET, HV, and T-tau).

Conclusion: These results underline the importance of using FDG-PET as N in terms of cognitive decline and AD conversion, followed by HV, and could be a great complement to the AT(N) framework.

Keywords: AT(N); Alzheimer’s disease; Alzheimer’s disease neuroimaging initiative; FDG; biomarker; neurodegeneration.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Alzheimer Disease* / pathology
  • Amyloid beta-Peptides / cerebrospinal fluid
  • Biomarkers / cerebrospinal fluid
  • Cognitive Dysfunction* / psychology
  • Cross-Sectional Studies
  • Fluorodeoxyglucose F18
  • Humans
  • Positron-Emission Tomography / methods
  • tau Proteins / cerebrospinal fluid

Substances

  • Amyloid beta-Peptides
  • Biomarkers
  • tau Proteins
  • Fluorodeoxyglucose F18