<i>APOE</i> 4 modifies the association between sleep apnea, inflammation, and tau pathology in older women
Bibliographic record
Abstract
Abstract Background Obstructive sleep apnea (OSA) is thought to elevate Alzheimer's disease (AD) risk, possibly through an inflammatory mechanism. This may be particularly relevant for older women, who are underdiagnosed for OSA, express higher inflammatory responses and accumulate greater pathological tau in early AD stages than older men. APOE 4 seems to worsen OSA's impact on AD risk; however, findings are mixed. This study examined APOE 4's moderating role in how OSA symptoms relate to inflammation and tau pathology among older women with OSA from the Women: Inflammation and Tau Study (WITS). Method WITS recruits older women with mild cognitive impairment on the telephone Montreal Cognitive Assessment and elevated AD polygenic hazard scores and/or family history of dementia. Participants included 43 women (aged:71.9±4.1 years) with cerebrospinal fluid‐derived inflammatory markers (IL‐1β, IL‐6, and TNF), MK‐6240 tau PET data from a composite meta‐temporal region of interest and the following OSA characteristics from a home sleep test: apnea‐hypopnea index (AHI) and oxygen desaturation index (ODI). Following clinical guidelines, OSA was diagnosed with AHI≥5/hr. In women with OSA, multiple regression models analyzed OSA characteristics× APOE4 interactions on inflammatory markers and tau standardized uptake value ratio, controlling for age and body mass index (BMI). Result 29 women met OSA diagnosis (67%) with 27 unaware of this at screening (Table 1). In women with OSA, AHI and ODI significantly interacted with APOE 4 to predict CRP ( p s<0.04), whereby greater OSA severity related to elevated CRP levels in APOE 4 carriers (AHI: p <0.05; ODI: p = 0.07). However, in non‐carriers, higher AHI was associated with lower CRP ( p = 0.04), while ODI was not associated with CRP ( p = 0.24; Figure 1). Further, AHI and ODI significantly interacted with APOE4 status to predict tau ( p s<0.04), such that greater OSA severity related to higher tau burden in only APOE 4 carriers ( p s<0.04) (Figure 2). There were no significant OSA severity× APOE 4 interactions nor main effects of OSA severity on other inflammatory markers. Conclusion In women with OSA, APOE 4 interacts with OSA severity to potentially precipitate a stronger inflammatory response and higher tau burden. Early diagnosis and treatment of OSA might mitigate AD risk, especially for older female APOE 4 carriers.
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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 | 0.001 |
| 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".