Christopher A. Brown, Sandhitsu R. Das, Katheryn A. Q. Cousins, Thomas F. Tropea, Alice-Chen Plotkin, John A. Detre, Paul A. Yushkevich, Corey T. McMillan, Edward B. Lee, Leslie M. Shaw, Ilya M. Nasrallah, for the Alzheimer's Disease Neuroimaging Initiative, David A. Wolk
{"title":"Tau burden is best captured by magnitude and extent: Tau-MaX as a measure of global tau","authors":"Christopher A. Brown, Sandhitsu R. Das, Katheryn A. Q. Cousins, Thomas F. Tropea, Alice-Chen Plotkin, John A. Detre, Paul A. Yushkevich, Corey T. McMillan, Edward B. Lee, Leslie M. Shaw, Ilya M. Nasrallah, for the Alzheimer's Disease Neuroimaging Initiative, David A. Wolk","doi":"10.1002/alz.70346","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> INTRODUCTION</h3>\n \n <p>Tau burden consists of both spatial spread and local accumulation, but no study has combined these measures into a single metric to capture overall global tau burden. Here we investigate a new measure combining magnitude and extent—Tau-MaX—as a marker of Alzheimer's disease (AD) severity.</p>\n </section>\n \n <section>\n \n <h3> METHODS</h3>\n \n <p>A total of 1077 <sup>18</sup>F-flortaucipir positron emission tomography scans were analyzed using Gaussian mixture models to identify tau+ regions and quantify magnitude of accumulation. We assessed Tau-MaX across the AD spectrum and compared associations of plasma biomarkers and cognition to global Tau-MaX, extent, and magnitude.</p>\n </section>\n \n <section>\n \n <h3> RESULTS</h3>\n \n <p>Tau-MaX dynamically captured an early shift in spatial spreading to later tau accumulation across the disease spectrum. Tau-MaX had robust associations with plasma biomarkers and cross-sectional and longitudinal cognition. Global Tau-MaX was equivalent to or superior to magnitude or extent measures alone.</p>\n </section>\n \n <section>\n \n <h3> DISCUSSION</h3>\n \n <p>Tau-MaX provides a region-agnostic measure of global tau burden that can be used to track disease progression across the AD continuum.</p>\n </section>\n \n <section>\n \n <h3> Highlights</h3>\n \n <div>\n <ul>\n \n <li>We measured tau extent, magnitude, and a new combination of these metrics, Tau-MaX.</li>\n \n <li>Extent increases early in disease, while magnitude increases in later disease stages.</li>\n \n <li>Tau-MaX captures this shift and is closely associated with phosphorylated tau217 and cognition.</li>\n \n <li>Global Tau-MaX performed similarly to or better than meta-region of interest tau magnitude or extent.</li>\n \n <li>Tau-MaX provides a region-agnostic measure of tau burden to track progression.</li>\n </ul>\n </div>\n </section>\n </div>","PeriodicalId":7471,"journal":{"name":"Alzheimer's & Dementia","volume":"21 7","pages":""},"PeriodicalIF":13.0000,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/alz.70346","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Alzheimer's & Dementia","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/alz.70346","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
INTRODUCTION
Tau burden consists of both spatial spread and local accumulation, but no study has combined these measures into a single metric to capture overall global tau burden. Here we investigate a new measure combining magnitude and extent—Tau-MaX—as a marker of Alzheimer's disease (AD) severity.
METHODS
A total of 1077 18F-flortaucipir positron emission tomography scans were analyzed using Gaussian mixture models to identify tau+ regions and quantify magnitude of accumulation. We assessed Tau-MaX across the AD spectrum and compared associations of plasma biomarkers and cognition to global Tau-MaX, extent, and magnitude.
RESULTS
Tau-MaX dynamically captured an early shift in spatial spreading to later tau accumulation across the disease spectrum. Tau-MaX had robust associations with plasma biomarkers and cross-sectional and longitudinal cognition. Global Tau-MaX was equivalent to or superior to magnitude or extent measures alone.
DISCUSSION
Tau-MaX provides a region-agnostic measure of global tau burden that can be used to track disease progression across the AD continuum.
Highlights
We measured tau extent, magnitude, and a new combination of these metrics, Tau-MaX.
Extent increases early in disease, while magnitude increases in later disease stages.
Tau-MaX captures this shift and is closely associated with phosphorylated tau217 and cognition.
Global Tau-MaX performed similarly to or better than meta-region of interest tau magnitude or extent.
Tau-MaX provides a region-agnostic measure of tau burden to track progression.
期刊介绍:
Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.