The dynamics of Alzheimer's disease biomarkers in the Alzheimer's Disease Neuroimaging Initiative cohort

Neurobiol Aging. 2010 Aug;31(8):1263-74. doi: 10.1016/j.neurobiolaging.2010.04.024. Epub 2010 Jun 11.


The aim of this study was to investigate the dynamics of four of the most validated biomarkers for Alzheimer's disease (AD), cerebro-spinal fluid (CSF) Abeta 1-42, tau, hippocampal volume, and FDG-PET, in patients at different stage of AD. Two hundred twenty-nine cognitively healthy subjects, 154 mild cognitive impairment (MCI) patients converted to AD, and 193 (95 early and 98 late) AD patients were selected from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. For each biomarker, individual values were Z-transformed and plotted against ADAS-cog scores, and sigmoid and linear fits were compared. For most biomarkers the sigmoid model fitted data significantly better than the linear model. Abeta 1-42 time course followed a steep curve, stabilizing early in the disease course. CSF tau and hippocampal volume changed later showing similar monotonous trends, reflecting disease progression. Hippocampal loss trend was steeper and occurred earlier in time in APOE epsilon4 carriers than in non-carriers. FDG-PET started changing early in time and likely followed a linear decline. In conclusion, this study provides the first evidence in favor of the dynamic biomarker model which has recently been proposed.

Publication types

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

MeSH terms

  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / cerebrospinal fluid*
  • Alzheimer Disease / diagnosis*
  • Alzheimer Disease / metabolism
  • Amyloid beta-Peptides / cerebrospinal fluid*
  • Apolipoprotein E4 / cerebrospinal fluid
  • Biomarkers / cerebrospinal fluid
  • Cohort Studies
  • Female
  • Fluorodeoxyglucose F18
  • Follow-Up Studies
  • Genetic Carrier Screening
  • Glucose-6-Phosphate / analogs & derivatives
  • Hippocampus / diagnostic imaging
  • Hippocampus / metabolism*
  • Hippocampus / pathology
  • Humans
  • Longitudinal Studies
  • Male
  • Neurobiology / methods
  • Neurobiology / trends*
  • Organ Size
  • Peptide Fragments / cerebrospinal fluid*
  • Positron-Emission Tomography / methods
  • Prospective Studies
  • tau Proteins / cerebrospinal fluid*


  • Amyloid beta-Peptides
  • Apolipoprotein E4
  • Biomarkers
  • Peptide Fragments
  • amyloid beta-protein (1-42)
  • tau Proteins
  • Fluorodeoxyglucose F18
  • 2-fluoro-2-deoxyglucose-6-phosphate
  • Glucose-6-Phosphate