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Record W7119528067 · doi:10.1002/alz70856_105387

Sex, education and race/ethnicity have distinct effects on amyloid and tau‐PET status

2025· article· en· W7119528067 on OpenAlexaff
Colin Groot, Emma M. Coomans, Christopher C. Rowe, Azadeh Feizpour, Elsmarieke van de Giessen, Wiesje M. van der Flier, Yolande A.L. Pijnenburg, Pieter Jelle Visser, Anouk den Braber, Michael J. Pontecorvo, Samantha C. Burnham, Ian Kennedy, Ming Lu, William J. Jagust, Suzanne L. Baker, Theresa Harrison, Juan Domingo Gispert, Mahnaz Shekari, Carolina Minguillón, Ruben Smith, Niklas Mattsson‐Carlgren, Sebastian Palmqvist, Erik Stomrud, Adam Brickman, José A. Luchsinger, Jennifer J. Manly, Patrick J. Lao, William Charles Kreisl, James Rowe, Elena Jäger, Gérard Bischof, Alexander Drzezga, Fang Xie, Xiaoxie Mao, Yihui Guan, Valentina Garibotto, Giovanni B Frisoni, Débora Elisa Peretti, Michael Schöll, I. Skoog, Silke Kern, Reisa A. Sperling, Keith A. Johnson, Shannon Risacher, Andrew J. Saykin, Maria C. Carrillo, Brad C. Dickerson, Liana G. Apostolova, Gil D. Rabinovici, H Barthel, Michael Rullmann, Konstantin Messerschmidt, Rik Vandenberghe, Koen J. Van Laere, Laure Spruyt, Clifford R. Jack, Nicolai Franzmeier, Matthias Brendel, Johannes Gnörich, Tammie L.S. Benzinger, Julien Lagarde, Marie Sarazin, Michel Bottlaender, Judes Poirier, Sang Won Seo, Yuna Gu, Jun Pyo Kim, Beth C. Mormino, Christina B. Young, Hillary Vossler, Pedro Rosa‐Neto, Joseph Therriault, Nesrine Rahmouni, William Coath, David M Cash, Jonathan M Schott, Yasmine Salman, Willemijn J. Jansen, Renaud La Joie, Howard J. Rosen, Sterling C. Johnson, Bradley T Christian, Susan M. Landau, Sid E. O'Bryant, Oskar H. Hansson, Rik Ossenkoppele, ADNI, ADNI‐DOD, A‐Study, MCSA, Prevent‐AD

Bibliographic record

VenueAlzheimer s & Dementia · 2025
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsMontreal Neurological Institute and HospitalMcGill UniversityDouglas Mental Health University Institute
Fundersnot available
KeywordsDiseaseLogistic regressionEducational attainmentNegroidAmyloid (mycology)Sex characteristics

Abstract

fetched live from OpenAlex

Abstract Background Sex, education and race/ethnicity are all associated with risk of Alzheimer's disease dementia. Here, we assess the effects of self‐reported sex, educational attainment and race/ethnicity on amyloid‐positivity, and tau‐PET‐positivity in 12,048 (7,394 cognitively unimpaired [CU], 2,177 MCI, and 2,477 dementia) individuals from 42 cohorts worldwide. Method Logistic generalized estimating equations were used to estimate frequency of amyloid‐positivity (using cohort‐specific thresholds for amyloid‐PET [84%] or CSF) and tau‐PET‐positivity (cohort‐specific thresholds of 2SD above mean temporal uptake in amyloid‐negative controls). We assessed: i) sex and APOEε4 ( N = 10,098) associations, to complement earlier findings of a higher frequency of tau‐positivity in females, ii) effects of lower/higher education ( N = 10,970; cohort‐specific median‐split), and iii) effects of race/ethnicity (non‐Hispanic White [hereafter: White], N = 4880; Asian, N = 116; Black or African‐American [hereafter: Black], N = 353; Hispanic, N = 356, only from Northern‐American cohorts). Outcomes were frequency of amyloid‐positivity in CU individuals only, and tau‐PET‐positivity in both amyloid‐positive (AB+) CU and cognitively impaired (CI, i.e. MCI and dementia) individuals. Interaction effects on the relationship between age and amyloid/tau‐positivity were assessed and only retained in the models when significant. Result Female sex was associated with an APOEε4 ‐independent increased frequency of amyloid‐positivity (β=0.51[0.22], p = 0.02) in CU and increase of tau‐positivity in both AB+CU (β=0.27[0.08]) and AB+CI (β=0.37[0.08], both p <0.01). Remarkably, tau‐positivity frequencies of female APOEε4 non‐carriers were equivalent to male APOEε4 carriers in AB+CI (Figure 1). No significant sex* APOE interactions were observed. In CU, higher education was associated with lower amyloid‐positivity frequency (β=‐0.12[0.05], p = 0.02). In contrast, among AB+CU, there was an age*education interaction effect that indicated more pronounced age effects on tau‐positivity in individuals with higher education (age*education:β interaction =0.03[0.01], p <0.01). There were no education effects in AB+CI (Figure 2). In CU, an age*race/ethnicity interaction effect was observed across all non‐White groups compared to White (Hispanic:β interaction =‐0.05[0.01], p <0.01; Black:‐0.04[0.01], p <0.01; Asian:‐0.02[0.01], p = 0.04). This suggests that the impact of age on amyloid‐positivity was less pronounced in non‐White groups. Furthermore, in AB+CI, Hispanic ethnicity was related to higher tau‐positivity frequency than White (β=0.51[0.22], p = 0.02; Figure 3). Conclusion In this multi‐center initiative comprised of clinical and community‐based cohorts, we observed that self‐reported sex, educational attainment and race/ethnicity were related to positivity‐frequencies of Alzheimer's disease pathology.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.324
Teacher spread0.310 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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