Data‐driven analysis of longitudinal tau‐PET scans reveals spatial patterns resembling tau accumulation stages

Using a data-driven approach, we identified four distinct patterns of tau accumulation resembling tau staging that were related to age, clinical diagnosis, baseline early AD pathology burden, and APOE genotype. Within the clinical diagnostic groups, participants with a more extensive accumulation pattern had higher baseline AD pathology. These findings are consistent with and add to previous literature that suggests heterogeneity in tau accumulation is associated with several between-participant factors.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70856_104571
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Data‐driven analysis of longitudinal tau‐PET scans reveals spatial patterns resembling tau accumulation stages

Renaud La Joie, Corrina Fonseca, Theresa M. Harrison, Joseph Giorgio et al.
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Data‐driven analysis of longitudinal tau‐PET scans reveals spatial patterns resembling tau accumulation stages

Renaud La Joie, Corrina Fonseca, Theresa M. Harrison, Joseph Giorgio, William J. Jagust
article en

Abstract

Using a data-driven approach, we identified four distinct patterns of tau accumulation resembling tau staging that were related to age, clinical diagnosis, baseline early AD pathology burden, and APOE genotype. Within the clinical diagnostic groups, participants with a more extensive accumulation pattern had higher baseline AD pathology. These findings are consistent with and add to previous literature that suggests heterogeneity in tau accumulation is associated with several between-participant factors.

Alzheimer s & DementiaVol. 21(S2)
Lawrence Berkeley National Laboratory (US), University of California, San Francisco (US), University Memory and Aging Center (US), University of Newcastle Australia (AU), University of California, Berkeley (US)
Openalex Percentile: Top 32%
Dementia and Cognitive Impairment Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.