Where Should I Draw the Line: PET-Driven, Data-Driven, or Manufacturer Cut-Off?

J Alzheimers Dis. 2024;98(3):957-967. doi: 10.3233/JAD-230678.

Abstract

Background: The optimal cut-off for Alzheimer's disease (AD) CSF biomarkers remains controversial.

Objective: To analyze the performance of cut-off points standardized by three methods: one that optimized the agreement between 11C-Pittsburgh compound B PET (a-PET) and CSF biomarkers (Aβ1-42, pTau, tTau, and Aβ1-42/Aβ1-40 ratio) in our population, called PET-driven; an unbiased cut-off using data from a healthy research cohort, called data-driven, and that provided by the manufacturer. We also compare changes in ATN classification.

Methods: CSF biomarkers measured by the LUMIPULSE G600II platform and qualitative visualization of amyloid positron emission tomography (a-PET) were performed in all the patients. We established a cut-off for each single biomarker and Aβ1-42/Aβ1-40 ratio that optimized their agreement with a-PET using ROC curves. Sensitivity, Specificity, and Overall Percent of Agreement are assessed using a-PET or clinical diagnosis as gold standard for every cut-off. Also, we established a data-driven cut-off from our cognitively unimpaired cohort. We then analyzed changes in ATN classification.

Results: One hundred and ten patients were recruited. Sixty-six (60%) were a-PET positive. PET-driven cut-offs were: pTau > 57, tTau > 362.62, Aβ1-42/Aβ1-40 < 0.069. For a single biomarker, pTau showed the highest accuracy (AUC 0.926). New PET-driven cut-offs classified patients similarly to manufacturer cut-offs (only two patients changed). However, 20 patients (18%) changed when data-driven cut-offs were used.

Conclusions: We established our sample's best CSF biomarkers cut-offs using a-PET as the gold standard. These cut-offs categorize better symptomatic subjects than data-driven in ATN classification, but they are very similar to the manufacturer's.

Keywords: 11C-Pittsburgh compound B; ATN classification; Alzheimer’s disease; PET-driven cut-off; amyloid positron emission tomography (a-PET); cerebrospinal fluid biomarkers (tTau, pTau, Aβ1–42 and Aβ1–42/Aβ1–40); cut-off; data-driven cut-off.

MeSH terms

  • Alzheimer Disease* / diagnostic imaging
  • Amyloid beta-Peptides*
  • Biomarkers
  • Humans
  • Peptide Fragments
  • Positron-Emission Tomography
  • tau Proteins

Substances

  • Amyloid beta-Peptides
  • tau Proteins
  • Biomarkers
  • Peptide Fragments