Temporal Correlation of CSF and Neuroimaging in the Amyloid-Tau-Neurodegeneration Model of Alzheimer Disease

Neurology. 2021 Jul 6;97(1):e76-e87. doi: 10.1212/WNL.0000000000012123. Epub 2021 Apr 30.

Abstract

Objective: To evaluate temporal correlations between CSF and neuroimaging (PET and MRI) measures of amyloid, tau, and neurodegeneration in relation to Alzheimer disease (AD) progression.

Methods: A total of 371 cognitively unimpaired and impaired participants enrolled in longitudinal studies of AD had both CSF (β-amyloid [Aβ]42, phosphorylated tau181, total tau, and neurofilament light chain) and neuroimaging (Pittsburgh compound B [PiB] PET, flortaucipir PET, and structural MRI) measures. The pairwise time interval between CSF and neuroimaging measures was binned into 2-year periods. Spearman correlations identified the time bin when CSF and neuroimaging measures most strongly correlated. CSF and neuroimaging measures were then binarized as biomarker-positive or biomarker-negative using Gaussian mixture modeling. Cohen kappa coefficient identified the time bin when CSF measures best agreed with corresponding neuroimaging measures when determining amyloid, tau, and neurodegeneration biomarker positivity.

Results: CSF Aβ42 and PiB PET showed maximal correlation when collected within 6 years of each other (R ≈ -0.5). CSF phosphorylated tau181 and flortaucipir PET showed maximal correlation when CSF was collected 4 to 8 years prior to PET (R ≈ 0.4). CSF neurofilament light chain and cortical thickness showed low correlation, regardless of time interval (R avg ≈ -0.3). Similarly, CSF total tau and cortical thickness had low correlation, regardless of time interval (R avg < -0.2).

Conclusions: CSF Aβ42 and PiB PET best agree when acquired in close temporal proximity, whereas CSF phosphorylated tau precedes flortaucipir PET by 4 to 8 years. CSF and neuroimaging measures of neurodegeneration have low correspondence and are not interchangeable at any time interval.

Publication types

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

MeSH terms

  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / cerebrospinal fluid*
  • Alzheimer Disease / diagnostic imaging*
  • Amyloid Neuropathies / cerebrospinal fluid*
  • Amyloid Neuropathies / diagnostic imaging*
  • Amyloid beta-Peptides / cerebrospinal fluid
  • Biomarkers
  • Cerebral Cortex / diagnostic imaging
  • Disease Progression
  • Female
  • Humans
  • Longitudinal Studies
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Neurodegenerative Diseases / cerebrospinal fluid*
  • Neurodegenerative Diseases / diagnostic imaging*
  • Neurofilament Proteins / cerebrospinal fluid
  • Neuroimaging
  • Peptide Fragments / cerebrospinal fluid
  • Positron-Emission Tomography
  • Tauopathies / cerebrospinal fluid*
  • Tauopathies / diagnostic imaging*

Substances

  • Amyloid beta-Peptides
  • Biomarkers
  • Neurofilament Proteins
  • Peptide Fragments
  • amyloid beta-protein (1-42)