OSCR

Staging Alzheimer's disease through amyloid and tau PET.

Overview

Authors: Derek R Johnson1, Heather J Wiste2, Val Lowe1, Christopher G Schwarz1, David S Knopman3, Prashanthi Vemuri1, Kejal Kantarci1, Bradley F Boeve3, Jonathan Graff-Radford3, Petrice M Cogswell1, Matthew C Senjem1,4, Terry M Therneau2, Michael E Griswold5, Mingzhao Hu2, Ronald C Petersen2,3, Clifford R Jack1
  1. Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
  2. Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
  3. Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
  4. Department of Information Technology, Mayo Clinic, Rochester, MN 55905, USA
  5. Department of Data Science, University of Mississippi Medical Center, Jackson, MS 39216, USA
Institutions: Mayo Clinic (United States); University of Mississippi Medical Center (United States)
Journal: Brain : a journal of neurology, volume 149, issue 3, pages 1023-1034
Dates: received 23 March 2025; accepted 15 August 2025; published online 19 September 2025; in print March 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1093/brain/awaf346 · PMID 40974012 · PMCID PMC13016809 · OpenAlex W4414379054
Open access: hybrid, a free copy (OpenAlex)
Status: code on request
Categories: PET / SPECT (modality), human (organism), Alzheimer's / dementia (population), clinical / translational (subfield)
Methods: Preprocessing, Statistics, fMRI & imaging, Smoothing, state filtering, decompositions
Keywords: dementia, neuroimaging, biomarker
MeSH: Alzheimer Disease*, Amyloid beta-Peptides*, Positron-Emission Tomography*, tau Proteins*, Aged, Aged, 80 and over, Cognitive Dysfunction, Cohort Studies, Disease Progression, Female, Humans, Longitudinal Studies, Male, Middle Aged (* major topic)
Topic: Dementia and Cognitive Impairment Research (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: NIH HHS (R01 AG056366, U01 AG06786, R01 AG034676, R01 NS097495, R37 AG011378, RO1 AG041851); National Institutes of Health (R01 NS097495, R37 AG011378, R01 AG034676, R01 AG056366, RO1 AG041851, U01 AG06786); National Institute of Biomedical Imaging and Bioengineering; Alzheimer’s Disease Neuroimaging Initiative; Johnson & Johnson Pharmaceutical Research & Development; National Institute on Aging; University of Southern California; NIA NIH HHS (R37 AG011378); Johnson & Johnson Pharmaceutical Research & Development; NIBIB NIH HHS; Northern California Institute for Research and Education
Citations: cited by 6 papers (Europe PMC); 38 references in the paper

Abstract

A workgroup assembled by the Alzheimer’s Association recently described a conceptual framework for Alzheimer’s disease biological staging based on amyloid and tau PET imaging. However, specific tau PET cut points were left to be determined, a step necessary prior to clinical application. We sought to operationalize and evaluate Alzheimer’s disease biological staging by identifying meaningful tau PET cut points to define the four biological stages in a well-characterized participant cohort and describe the features of individuals placed into the different biological stages.

The primary analysis included 896 participants in the Mayo Clinic Study of Aging or the Mayo Clinic Alzheimer’s Disease Research Center longitudinal cohorts. A validation cohort consisted of 328 participants in the Alzheimer’s Disease Neuroimaging Initiative. Both cognitively normal and impaired individuals with positive amyloid PET and evaluable tau PET imaging were included. Tau PET cut points were identified with Gaussian mixture models to characterize Alzheimer’s disease biological stage in study participants with different clinical diagnoses and objective degrees of cognitive impairment as measured by Mini-Mental State Examination.

A tau PET cut point in the medial temporal region and two cut points in the temporoparietal region were identified to produce, collectively, the four Alzheimer’s disease biological stages described in the revised criteria. Increasing stage was associated with greater likelihood of mild cognitive impairment and dementia diagnosis and worsening cognitive performance on Mini-Mental State Examination and Clinical Dementia Rating Sum of Boxes, a result that was reproduced in the independent Alzheimer’s Disease Neuroimaging Initiative cohort.

This study provided empirical validation for the concept of using amyloid PET and tau PET to separate subjects with biomarker-proven Alzheimer’s disease into four biological stages with distinct characteristics.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

Tracing map

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Data

No dataset and no data link were found in the paper.

Data availability

Data from the Mayo cohort are available to qualified academic and industry researchers by request to the MCSA and ADRC Executive Committee (https://www.mayo.edu/research/centers-programs/alzheimers-disease-research-center/research-activities/mayo-clinic-study-aging/for-researchers/data-sharing-resources). Data used in preparation of this article were obtained from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigators within the ADNI contributed to the design and implementation of ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found at: http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 16 authors, 3 keywords, 14 MeSH terms, 11 funders, 35 references.

Cite

This paper

Johnson, D. R., Wiste, H. J., Lowe, V., Schwarz, C. G., Knopman, D. S., Vemuri, P., Kantarci, K., Boeve, B. F., Graff-Radford, J., Cogswell, P. M., Senjem, M. C., Therneau, T. M., Griswold, M. E., Hu, M., Petersen, R. C., & Jack, C. R. (2026). Staging Alzheimer's disease through amyloid and tau PET. Brain : a journal of neurology, 149(3), 1023-1034. https://doi.org/10.1093/brain/awaf346

BibTeX

@article{johnson2026staging,
author = {Johnson, Derek R and Wiste, Heather J and Lowe, Val and Schwarz, Christopher G and Knopman, David S and Vemuri, Prashanthi and Kantarci, Kejal and Boeve, Bradley F and Graff-Radford, Jonathan and Cogswell, Petrice M and Senjem, Matthew C and Therneau, Terry M and Griswold, Michael E and Hu, Mingzhao and Petersen, Ronald C and Jack, Clifford R},
title = {{Staging Alzheimer's disease through amyloid and tau PET}},
journal = {Brain : a journal of neurology},
year = {2026},
month = mar,
volume = {149},
number = {3},
pages = {1023--1034},
publisher = {Oxford University Press},
issn = {0006-8950},
doi = {10.1093/brain/awaf346},
url = {https://doi.org/10.1093/brain/awaf346},
pmid = {40974012},
pmcid = {PMC13016809}
}

RIS

TY - JOUR
AU - Johnson, Derek R
AU - Wiste, Heather J
AU - Lowe, Val
AU - Schwarz, Christopher G
AU - Knopman, David S
AU - Vemuri, Prashanthi
AU - Kantarci, Kejal
AU - Boeve, Bradley F
AU - Graff-Radford, Jonathan
AU - Cogswell, Petrice M
AU - Senjem, Matthew C
AU - Therneau, Terry M
AU - Griswold, Michael E
AU - Hu, Mingzhao
AU - Petersen, Ronald C
AU - Jack, Clifford R
TI - Staging Alzheimer's disease through amyloid and tau PET
T2 - Brain : a journal of neurology
J2 - Brain
PY - 2026
DA - 2026/03/01
VL - 149
IS - 3
SP - 1023
EP - 1034
SN - 0006-8950
PB - Oxford University Press
DO - 10.1093/brain/awaf346
UR - https://doi.org/10.1093/brain/awaf346
LA - en
ER -

CSL-JSON

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