Voxel-wise insights into early Alzheimer’s disease pathology progression: the association with APOE and memory decline

Research output: Contribution to journalArticlepeer-review

Abstract

Longitudinal investigation of the Apolipoprotein E (APOE) genotype’s impact on Alzheimer’s disease (AD) biomarker progression, focusing on amyloid beta (Aβ) accumulation and gray matter (GM) atrophy, integrating cognitive decline and baseline levels. Longitudinal florbetapir-PET and T1-weighted MRI data from 100 cognitively normal (CN) and mild cognitive impaired (MCI) participants both with considerable global Aβ accumulation (“high Aβ accumulators”) were analyzed using a voxel-wise approach. Associations of APOE genotype and memory decline with Aβ accumulation and GM atrophy were examined separately for each neuroimaging modality, controlling for baseline Aβ levels and diagnosis. Alternatively, the effect of baseline diagnosis, while controlling for memory decline, was investigated. A multimodal analysis evaluated interactions between genotype, memory decline, and GM atrophy on Aβ accumulation. High Aβ accumulators displayed extensive Aβ pathology predominantly in the medial orbito-frontal cortex, cingulate cortex, and precuneus, along with GM atrophy in temporal, occipital, orbito-frontal, and parietal areas. ɛ4 carriers with memory decline exhibited greater Aβ accumulation and GM atrophy in selective regions compared to non-carriers with memory decline, while no genotype difference was observed in individuals without decline. No interaction effect was observed for MCI diagnosis. Regional associations between the two biomarkers were similarly dependent on genotype and memory decline. ɛ4 carriers exhibiting memory decline present an accelerated neurobiological pattern at predementia stages, supporting early ɛ4 carrier monitoring and interventions in this at-risk group. Importantly, memory decline might be more informative than MCI regarding AD pathology progression emphasizing the importance of repeated cognitive assessments.

Original languageEnglish
Pages (from-to)5825-5842
Number of pages18
JournalGeroScience
Volume47
Issue number4
DOIs
StatePublished - Aug 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Funding

Open access funding provided by University of Zurich. Data collection and sharing for the study was funded by the Alzheimer’s Disease Neuroimaging Initiative (ADNI) (National Institutes of Health Grant U01 AG024904) and DOD ADNI (Department of Defense award number W81XWH-12–2-0012). ADNI is funded by the National Institute on Aging, the National Institute of Biomedical Imaging and Bioengineering, and through generous contributions from the following: AbbVie, Alzheimer’s Association; Alzheimer’s Drug Discovery Foundation; Araclon Biotech; BioClinica, Inc.; Biogen; Bristol-Myers Squibb Company; CereSpir, Inc.; Cogstate; Eisai Inc.; Elan Pharmaceuticals, Inc.; Eli Lilly and Company; EuroImmun; F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc.; Fujirebio; GE Healthcare; IXICO Ltd.; Janssen Alzheimer Immunotherapy Research & Development, LLC.; Johnson & Johnson Pharmaceutical Research & Development LLC.; Lumosity; Lundbeck; Merck & Co., Inc.; Meso Scale Diagnostics, LLC.; NeuroRx Research; Neurotrack Technologies; Novartis Pharmaceuticals Corporation; Pfizer Inc.; Piramal Imaging; Servier; Takeda Pharmaceutical Company; and Transition Therapeutics. The Canadian Institutes of Health Research is providing funds to support ADNI clinical sites in Canada. Private sector contributions are facilitated by the Foundation for the National Institutes of Health ( www.fnih.org ). The grantee organization is the Northern California Institute for Research and Education, and the study is coordinated by the Alzheimer’s Therapeutic Research Institute at the University of Southern California. ADNI data are disseminated by the Laboratory for Neuro Imaging at the University of Southern California. Study analysis was funded by Vontobel Foundation and institutional support from the Institute for Regenerative Medicine, University of Zurich, Switzerland.

FundersFunder number
National Institute of Biomedical Imaging and Bioengineering
Institute for Regenerative Medicine, University of Zurich
DoD Alzheimer's Disease Neuroimaging Initiative
DOD ADNI
National Institute on Aging
Vontobel-Stiftung
National Institutes of Health (NIH)U01 AG024904
National Institutes of Health (NIH)
U.S. Department of DefenseW81XWH-12–2-0012
U.S. Department of Defense

    Keywords

    • APOE
    • Aging
    • Alzheimer’s disease
    • Amyloid
    • Atrophy
    • Biomarker
    • Cognitive decline
    • Memory
    • Neuroimaging

    ASJC Scopus subject areas

    • Aging
    • Veterinary (miscellaneous)
    • Complementary and alternative medicine
    • Geriatrics and Gerontology
    • Cardiology and Cardiovascular Medicine

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