Data‐driven staging of postmortem neuropathology corroborates Braak staging and in‐vivo clinical and cognitive assessments in Alzheimer's’ and Parkinson's diseases

Data-driven approaches can elucidate neuropathological progression in PD and AD and capture additional nuances compared to previously used linear staging techniques. Here we first verify that as a staging tool, SuStaIn can corroborate Braak LB and tangle staging systems and provide a more quantitative model of deviations in individual cases. We further extend this approach in a large sample of postmortem AD neuropathology, showing that SuStaIn-derived patient stages applied to both tangles and plaques were associated with their clinical disease stage and cognitive performance.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70855_105495
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Data‐driven staging of postmortem neuropathology corroborates Braak staging and in‐vivo clinical and cognitive assessments in Alzheimer's’ and Parkinson's diseases

Cécilia Tremblay, Mahsa Dadar, Zaki Alasmar, Yashar Zeighami et al.
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Data‐driven staging of postmortem neuropathology corroborates Braak staging and in‐vivo clinical and cognitive assessments in Alzheimer's’ and Parkinson's diseases

Cécilia Tremblay, Mahsa Dadar, Zaki Alasmar, Yashar Zeighami, Geidy E Serrano, Thomas G Beach
article en

Abstract

Data-driven approaches can elucidate neuropathological progression in PD and AD and capture additional nuances compared to previously used linear staging techniques. Here we first verify that as a staging tool, SuStaIn can corroborate Braak LB and tangle staging systems and provide a more quantitative model of deviations in individual cases. We further extend this approach in a large sample of postmortem AD neuropathology, showing that SuStaIn-derived patient stages applied to both tangles and plaques were associated with their clinical disease stage and cognitive performance.

Alzheimer s & DementiaVol. 21(S1)
Douglas Mental Health University Institute (CA), Banner Health (US), Banner Sun Health Research Institute (US), McGill University (CA)
Openalex Percentile: Top 35%
Dementia and Cognitive Impairment Research
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