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Identifying cognitive test scores associated with early tau burden in Alzheimer's disease
by
Alexander, Madeline Wood
, Chalmers, R. Philip
, Boshmaf, Silina Z.
, Sperling, Reisa A.
, Black, Sandra E.
, Papp, Kathryn V.
, Rabin, Jennifer S.
, Terao, Caitlin M.
, Paterson, Jane
in
Accuracy
/ Aging
/ Alzheimer's disease
/ Alzheimer's pathology
/ Brain research
/ Clinical trials
/ Cognition & reasoning
/ Cross-sectional studies
/ Dementia
/ Education
/ elastic net regression
/ Episodic memory
/ machine learning
/ Magnetic resonance imaging
/ Memory
/ neuropsychology
/ Pathology
/ tau PET
2025
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Identifying cognitive test scores associated with early tau burden in Alzheimer's disease
by
Alexander, Madeline Wood
, Chalmers, R. Philip
, Boshmaf, Silina Z.
, Sperling, Reisa A.
, Black, Sandra E.
, Papp, Kathryn V.
, Rabin, Jennifer S.
, Terao, Caitlin M.
, Paterson, Jane
in
Accuracy
/ Aging
/ Alzheimer's disease
/ Alzheimer's pathology
/ Brain research
/ Clinical trials
/ Cognition & reasoning
/ Cross-sectional studies
/ Dementia
/ Education
/ elastic net regression
/ Episodic memory
/ machine learning
/ Magnetic resonance imaging
/ Memory
/ neuropsychology
/ Pathology
/ tau PET
2025
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Identifying cognitive test scores associated with early tau burden in Alzheimer's disease
by
Alexander, Madeline Wood
, Chalmers, R. Philip
, Boshmaf, Silina Z.
, Sperling, Reisa A.
, Black, Sandra E.
, Papp, Kathryn V.
, Rabin, Jennifer S.
, Terao, Caitlin M.
, Paterson, Jane
in
Accuracy
/ Aging
/ Alzheimer's disease
/ Alzheimer's pathology
/ Brain research
/ Clinical trials
/ Cognition & reasoning
/ Cross-sectional studies
/ Dementia
/ Education
/ elastic net regression
/ Episodic memory
/ machine learning
/ Magnetic resonance imaging
/ Memory
/ neuropsychology
/ Pathology
/ tau PET
2025
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Identifying cognitive test scores associated with early tau burden in Alzheimer's disease
Journal Article
Identifying cognitive test scores associated with early tau burden in Alzheimer's disease
2025
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Overview
INTRODUCTION This study aimed to identify cognitive tests that optimally relate to tau positron emission tomography (PET) signal in the inferior temporal cortex (ITC), a neocortical region associated with early tau accumulation in Alzheimer's disease (AD). METHODS We analyzed cross‐sectional data from the harvard aging brain study (HABS) (n = 128) and the Anti‐Amyloid Treatment in Asymptomatic Alzheimer's (A4) study (n = 393). We used elastic net regression to identify the most robust cognitive correlates of tau PET signal in the ITC. Secondary analyses examined whether the cognitive correlates remained significantly associated with tau after adjusting for structural brain measures. RESULTS Episodic memory measures, including both total and “process” scores, were the most robust correlates of ITC tau across both cohorts. These cognitive test scores remained significant after accounting for structural brain measures. DISCUSSION These findings highlight the potential of specific episodic memory test scores to detect and monitor neuropathological changes associated with early AD. Highlights Machine learning identified cognitive correlates of early Alzheimer's disease tau burden. Both traditional and process scores predicted early tau burden. Episodic memory scores were among the strongest correlates. Cognitive scores remained significant after accounting for structural brain measures.
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