Day‐to‐day Sleep Variability in Val66Met BDNF Carriers: A Potential Biological Pathway Between BDNF Activity and Alzheimer’s Disease Pathology?
Bibliographic record
Abstract
Abstract Background We previously showed that day‐to‐day sleep variability was associated with biomarkers of Alzheimer’s disease (AD) pathology. Given that brain‐derived neurotrophic factor (BDNF) activity has been involved in both AD and cognitive impacts of lifestyle risk factors, we sought to evaluate day‐to‐day sleep variability in those carrying the Met allele of the Val66Met BDNF polymorphism, which affects BDNF release. Additionally, we explored whether BDNF polymorphism modified the association between CSF AD pathology and day‐to‐day sleep variability. Method The PREVENT‐AD cohort enrolls dementia‐free persons with a parental history of sporadic AD. We characterized 203 dementia‐free participants from this cohort at the polymorphic BDNF locus, identifying 136 persons with genotype Val/Val (age 68.2±5.3y, 75%women), 67 Met heterozygotes/homozygotes (68.4±5.6y, 73% women, including six Met/Met homozygotes). After a week of actigraphy, we calculated these participants’ standard deviation of day‐to‐day sleep characteristics. We used t‐tests to compare day‐to‐day sleep variability in sleep characteristics between Val homozygotes and Met carriers. In a subsample of 101 participants, we assayed CSF Aβ42, t‐tau and p‐tau181, and used age‐ and sex‐adjusted linear regressions with an interaction term to test for moderation by BDNF genotype (36 Met carriers vs. 65 Val homozygotes) between sleep variability and CSF biomarker results. Result As compared to Val homozygotes, sleep was disturbed and unstable in BDNF Met carriers (heterozygotes/homozygotes). They had higher day‐to‐day variability in sleep fragmentation (activity counts, wake after sleep onset, fragmentation index), sleep onset latency, and sleep duration, resulting in weekly sleep patterns that were more fragmented and less efficient. Further, BDNF genotype moderated the association between CSF t‐tau and p‐tau181 with day‐to‐day sleep duration variability, such that only Met carriers showed an association between elevated tau concentration and sleep duration variability. Conclusion BDNF Met carriers had disturbed and unstable daily sleep patterns. Because the Met allele is known to decrease plasticity of neural mechanisms, the ability to achieve healthy and stable sleep may depend on such mechanisms. Thus, poorer sleep in Met carriers might be a biological mechanism by which altered BDNF activity affects tau pathology or, alternatively, accumulated AD pathology in Met carriers may disrupt sleep‐wake patterns.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 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".