White matter perivascular spaces are associated with lower phosphorylated tau and preserved cognitive function in Alzheimer’s Disease
Bibliographic record
Abstract
BACKGROUND: Enlarged perivascular spaces (PVS) are features of small vessel cerebrovascular diseases (CVD) and have been implicated in Alzheimer's disease (AD). Questions remain, however, on the role that PVS may play in the pathophysiology of AD. The current study focuses on phosphorylated tau217 (pTau217), a blood biomarker of AD, in relation to PVS among individuals with different cognitive statuses and neurodegenerative diseases. METHOD: This cross-sectional study used data from the Ontario Neurodegenerative Disease Research Initiative. Participants were classified as AD or CVD based on their clinical diagnosis. T1-weighted MRI scans were processed to obtain white matter (WM) PVS volumes, and plasma pTau217 levels were quantified using SIMOA. A composite score for executive function (EF) was calculated from the Trail Making Test B, Stroop colour-word: interference and switching, Verbal letter and category Fluency Tests, and the Wechsler Abbreviated Scale of Intelligence: matrix reasoning. Linear regression models were used to examine the associations between WM PVS volumes, pTau217 and EF, while adjusting for age, sex, APOE4 status, and vascular risk factors (hypertension, BMI). Clinical diagnosis was included as an interaction term to examine condition-specific differences. A moderated-mediation analysis was conducted to examine whether the relationship between WM PVS, pTau217, and EF varied by clinical diagnosis. RESULT: 80 participants were included in this study, 40 with AD (age=72±8,58%female), and 40 with CVD (age=72±7,58%female). The association between WM PVS volumes and pTau217 was moderated by clinical diagnosis (β=-0.238, p =0.015), whereby higher WM PVS volumes predicted lower pTau217 levels in the AD group (β=-0.170, p =0.033), but not the CVD group (β=0.018, p =0.763). Higher pTau217 levels also predicted lower EF overall (β=-1.795, p =0.017). The indirect effect of WM PVS volume on EF via pTau217 was significant in the AD group (β=0.492, 95%CI [0.058,1.117]), but not in the CVD group (β=-0.078, 95%CI [-0.481,0.269]). CONCLUSION: These findings suggest that enlarged WM PVS are associated with lower peripheral pTau217 levels, which may contribute to preserved cognitive function in AD patients, but not in CVD patients. Understanding how PVS dynamics differ across neurodegenerative diseases could provide insight into their distinct origins and clinical consequences, guiding the development of targeted therapies.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".