Gleb Bezgin, Tharick A. Pascoal, Joseph Therriault, Firoza Z. Lussier, Stijn Servaes, Min Su Kang, Mélissa Savard, Cécile Tissot, Jenna Stevenson, Yi-Ting Wang, Julie Ottoy, Nesrine Rahmouni, Jaime Fernandez-Arias, Seyyed Ali Hosseini, Étienne Aumont, Brandon Hall, Nina Margherita Poltronetti, Vanessa Pallen, Andréa Lessa Benedet, Nicholas J. Ashton, Kaj Blennow, Henrik Zetterberg, Thomas K. Karikari, Tatsuhiro Terada, Mira Chamoun, Sulantha Mathotaarachchi, Arthur Cassa Macedo, Alyssa Stevenson, Peter Kunach, Gassan Massarweh, Paolo Vitali, Jean-Paul Soucy, Yasser Iturria-Medina, Serge Gauthier, Pedro Rosa-Neto
{"title":"Tau profiling across Alzheimer’s disease staging reveals vulnerability to disease pathophysiology","authors":"Gleb Bezgin, Tharick A. Pascoal, Joseph Therriault, Firoza Z. Lussier, Stijn Servaes, Min Su Kang, Mélissa Savard, Cécile Tissot, Jenna Stevenson, Yi-Ting Wang, Julie Ottoy, Nesrine Rahmouni, Jaime Fernandez-Arias, Seyyed Ali Hosseini, Étienne Aumont, Brandon Hall, Nina Margherita Poltronetti, Vanessa Pallen, Andréa Lessa Benedet, Nicholas J. Ashton, Kaj Blennow, Henrik Zetterberg, Thomas K. Karikari, Tatsuhiro Terada, Mira Chamoun, Sulantha Mathotaarachchi, Arthur Cassa Macedo, Alyssa Stevenson, Peter Kunach, Gassan Massarweh, Paolo Vitali, Jean-Paul Soucy, Yasser Iturria-Medina, Serge Gauthier, Pedro Rosa-Neto","doi":"10.1007/s00259-025-07257-4","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>Inter-individual variability in tau topography challenges the propagation hypothesis of tau aggregates.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>To address this gap, we propose the Manifold Component Analysis (MCA), for identifying pseudo-continuous profiles informed by the spatial continuity of stage regions.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Longitudinal and cross-sectional MCA in large aging cohort identified individual profiles (<i>N</i> = 753) expressing tau load in the entorhinal, limbic and neocortical regions. Using these profiles, we found neuropsychological and blood-based milestones of early and late disease stages. Finally, we also found evidence of rapid tau load increases and cognitive decline centered at the early-to-mid neocortical stages of Alzheimer’s disease.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Stage system based on tau load and spreading profiles across cortical areas provide a compelling framework for inferring pathophysiological prognosis in Alzheimer’s disease.</p>","PeriodicalId":11909,"journal":{"name":"European Journal of Nuclear Medicine and Molecular Imaging","volume":"3 1","pages":""},"PeriodicalIF":8.6000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Nuclear Medicine and Molecular Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00259-025-07257-4","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Inter-individual variability in tau topography challenges the propagation hypothesis of tau aggregates.
Methods
To address this gap, we propose the Manifold Component Analysis (MCA), for identifying pseudo-continuous profiles informed by the spatial continuity of stage regions.
Results
Longitudinal and cross-sectional MCA in large aging cohort identified individual profiles (N = 753) expressing tau load in the entorhinal, limbic and neocortical regions. Using these profiles, we found neuropsychological and blood-based milestones of early and late disease stages. Finally, we also found evidence of rapid tau load increases and cognitive decline centered at the early-to-mid neocortical stages of Alzheimer’s disease.
Conclusions
Stage system based on tau load and spreading profiles across cortical areas provide a compelling framework for inferring pathophysiological prognosis in Alzheimer’s disease.
期刊介绍:
The European Journal of Nuclear Medicine and Molecular Imaging serves as a platform for the exchange of clinical and scientific information within nuclear medicine and related professions. It welcomes international submissions from professionals involved in the functional, metabolic, and molecular investigation of diseases. The journal's coverage spans physics, dosimetry, radiation biology, radiochemistry, and pharmacy, providing high-quality peer review by experts in the field. Known for highly cited and downloaded articles, it ensures global visibility for research work and is part of the EJNMMI journal family.