Sex differences in the protective effects of <i>APOE</i> ε2 on longitudinal cognitive decline
Bibliographic record
Abstract
Abstract Background The APOE ε2 allele confers protection against cognitive decline and Alzheimer’s disease. There is some suggestion that APOE ε2 may have sex‐specific effects on cognition. We investigated sex differences in associations between APOE ε2 and longitudinal cognitive trajectories in a large sample of older adults. Method We used data from the National Alzheimer’s Coordinating Centre (NACC) database. We included participants who were ≥ 50 years old, White, free from dementia at baseline, and completed at least one follow‐up cognitive assessment. We categorized participants as APOE ε2 carriers (combining heterozygous and homozygous ε2 carriers) or APOE ε3 homozygote carriers. APOE ε4 carriers (including ε2/ε4 carriers) were excluded. Cognition was assessed approximately annually. We computed composite scores for memory, language, attention, and executive function. We examined the interaction between APOE allele (ε2 vs ε3), sex, and time on longitudinal cognition in linear mixed models, adjusting for baseline age, baseline MMSE, education, number of follow‐up visits, NACC test version, and their interactions with time. Result We included 6,733 participants classified as cognitively normal at baseline (mean age=72.9±9.12 years, mean education=16.0±2.87 years, 62.5% female), and 1,932 participants classified as mild cognitive impairment (MCI) at baseline (mean age=75.2±8.91 years, mean education=15.6±3.28 years, 44% female). Among participants with normal cognition, we observed significant interactions between sex, genotype, and time on longitudinal memory (β=0.022, p=0.039) and language (β=0.015, p=0.038), but not attention (β=0.01, p=0.09) or executive function (β=0.006, p=0.30). In sex stratified analyses, relative to male APOE ε3 carriers, male APOE ε2 carriers showed slower rates of decline in domains of memory and language. This effect was not observed in females. No significant interactions between sex, genotype, and time were observed in participants with MCI (memory: β=‐0.04, p=0.1; language: β=‐0.02, p=0.4; attention: β=‐0.01, p=0.5; executive function: β=‐0.02, p=0.3). Conclusion Among cognitively normal adults, APOE ε2 carriage protects males but not females against longitudinal memory and language decline. The sex‐specific effect of APOE ε2 may contribute to the lower incidence of Alzheimer’s disease in males compared to females. Future research is needed to elucidate the mechanisms behind the observed sex disparities in cognitive decline.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".