MK886 Reduces Cerebral Amyloid Angiopathy Severity in TgCRND8 Mice
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: Deposition of amyloid-β (Aβ) in blood vessel walls as cerebral amyloid angiopathy (CAA) is observed in the majority of Alzheimer's disease (AD) brains. Inhibition of the 5-lipoxygenase (5-LOX) pathway has recently been suggested to play a role in reducing parenchymal Aβ deposition. However, products of the 5-LOX pathway also activate the peroxisome proliferator-activated receptor (PPAR) family, which promotes clearance of Aβ from the brain. METHODS: In the present study, we investigated the effect of MK886, a 5-LOX-activating protein (FLAP) inhibitor and PPARα antagonist, on CAA severity in TgCRND8 mice overexpressing the human Swedish and Indiana amyloid precursor protein mutations. RESULTS: We found that MK886 significantly reduced brain levels of nicastrin and PPARα, but did not affect levels of β-secretase, apolipoprotein E or low-density lipoprotein receptor-related protein-1. CAA severity and parenchymal plaque load was significantly decreased in both the cortex and hippocampus of mice treated with MK886 compared to control mice. CONCLUSION: These data suggest that 5-LOX and FLAP inhibitors may be useful in the treatment of CAA and AD.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| 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) | 0.001 | 0.001 |
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 it