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Updated: Oct 25, 2026

Generalized Psychophysiological Interaction (PPI) Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
APOE ε4 accelerates plasma p-tau217 trajectory: a Bayesian joint longitudinal analysis of ADNI
Kuan-Yu Chu1,2
1School of Dentistry and Graduate Institute of Dental Science, College of Oral Medicine, National Defense Medical University, No. 161, Sec. 6, Minquan E. Rd., Neihu Dist., Taipei City, 114201, Taiwan. kyc0321@gmail.com.
Background And Objective:
Plasma GFAP and p-tau217 are leading blood biomarkers for Alzheimer's disease (AD), but whether APOE ε4 modulates their longitudinal rates of change - directly or via amyloid burden - is unresolved. We tested APOE ε4 modulation of plasma GFAP and p-tau217 trajectories and their coupling with cognitive/structural decline in ADNI participants.
Methods:
A total of 325 ADNI participants aged ≥ 65 (CN 181/MCI 106/AD 38) with ≥ 2 plasma GFAP and ≥ 2 p-tau217 (UPENN-Fujirebio) measurements over ≤ 10 years were analyzed. Linear mixed-effects models tested APOE ε4 × time interactions; Bayesian joint models (brms) estimated random-slope correlations ρ between biomarker and outcome trajectories. A formal counterfactual mediation analysis quantified direct versus amyloid-mediated pathways.
Results:
APOE ε4 was associated with a steeper p-tau217 slope (β = 0.0307/year, p = 0.002) but not GFAP slope (p = 0.149); p-tau217 co-varied with ADAS-Cog 13 (ρ = +0.67), MMSE (ρ = -0.69), and hippocampal ratio (ρ = - 0.39), while GFAP correlations were null, though the GFAP-paired joint models had convergence limitations. A formal mediation analysis found the APOE ε4 effect on p-tau217 slope was predominantly direct (ADE = 0.029, p < 0.001), with a small, only partially robust indirect pathway through baseline amyloid positivity (proportion mediated 6.4%, p = 0.045; attenuating to marginal significance with amyloid modeled continuously, p = 0.088).
Conclusions:
APOE ε4 carriage predicts a steeper plasma p-tau217 trajectory over up to ten years, an effect that is predominantly direct rather than amyloid-mediated. Individual-level p-tau217 trajectory tracks cognitive decline; GFAP does not. Plasma p-tau217 trajectory is informative of cognitive trajectory, although whether it predicts or parallels decline cannot be determined from these data.
