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Record W4310368213 · doi:10.1101/2022.11.28.22282828

Sex differences in associations between <i>APOE ε2</i> and longitudinal cognitive decline

2022· preprint· en· W4310368213 on OpenAlexaff
Madeline Wood Alexander, Lisa Y. Xiong, Yuen Yan Wong, Rachel F. Buckley, Walter Swardfager, Mario Masellis, Andrew Lim, Emma Nichols, Renaud La Joie, Kaitlin B. Casaletto, Raj G. Kumar, Kristen Dams-O’Connor, Priya Palta, Kristen M. George, Claudia L. Satizábal, Lisa L. Barnes, Julie A. Schneider, Alexa Pichette Binet, Sylvia Villeneuve, Judy Pa, Adam M. Brickman, Sandra E. Black, Jennifer S. Rabin

Bibliographic record

VenuemedRxiv · 2022
Typepreprint
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsMcGill UniversityDouglas Mental Health University InstituteUniversity of TorontoMontreal Neurological Institute and HospitalHealth Sciences CentreToronto Rehabilitation InstituteSunnybrook Health Science Centre
Fundersnot available
KeywordsCognitive declineApolipoprotein ECognitionDemographyAssociation (psychology)GerontologyObservational studyPsychologyMedicineInternal medicineDementiaPsychiatrySociology

Abstract

fetched live from OpenAlex

Abstract INTRODUCTION We examined whether sex modifies the association between APOE ε 2 and cognitive decline across two independent samples. METHODS We used observational data from non-Hispanic White (NHW) and non-Hispanic Black (NHB) cognitively unimpaired adults. Linear mixed models examined interactive associations of APOE genotype (ε 2 or ε 4 carrier vs. ε 3/ ε 3 ) and sex on cognitive decline in NHW and NHB participants separately. RESULTS In both Sample 1 ( N =9,766) and Sample 2 ( N =915), sex modified the association between APOE ε 2 and cognitive decline in NHW participants. Specifically, relative to APOE ε 3/ ε 3, APOE ε 2 protected against cognitive decline in men but not women. Among APOE ε 2 carriers, men had slower decline than women. Among APOE ε 3/ ε 3 carriers, cognitive trajectories did not differ between sexes. There were no sex-specific associations of APOE ε2 with cognitive decline in NHB participants ( N =2,010). DISCUSSION In NHW adults, APOE ε 2 may selectively protect men against cognitive decline.

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)0.003
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 score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.068
GPT teacher head0.365
Teacher spread0.297 · 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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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Same venuemedRxiv→Same topicDementia and Cognitive Impairment Research→French-language works237,207→