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Temporal Modeling of Amyloid and Tau Trajectories in Alzheimer's Disease Using PET and Plasma Biomarkers - PubMed

6 hours ago
  • #Biomarkers
  • #Alzheimer's Disease
  • #Temporal Modeling
  • The study compared PET and plasma-based temporal modeling of amyloid and tau biomarkers in Alzheimer's disease.
  • Longitudinal data from ADNI and Penn ADRC were used, including amyloid PET, tau-PET, and plasma p-tau217.
  • The sampled-iterative Local approximation (SILA) method was employed to generate biomarker trajectory models.
  • Plasma and PET models showed similar results for amyloid and tau onset, with stronger agreement for tau onset.
  • Accuracy of estimated onset was high within modality but slightly less accurate when comparing across modalities.
  • Earlier tau onset was associated with younger amyloid onset, female sex, and ≥1 ApoE ε4 allele.
  • Earlier dementia onset after tau was linked to later tau onset for both plasma and PET models.
  • Male sex was associated with a shorter tau to dementia gap in plasma models.
  • Plasma biomarker modeling provides comparable information to PET, especially for tau onset age.
  • Plasma biomarkers can serve as a widely accessible tool for assessing biological disease severity.