Pharmacological Inhibition of Cathepsin S Decreases Atherosclerotic Lesions in Apoe-/- Mice
Bibliographic record
Abstract
Recent studies provided evidence for a significant role of cathepsin S during extracellular remodeling in atherosclerosis. In this study, we investigated the effect of a specific cathepsin S inhibitor on atherosclerotic plaque progression in the brachiocephalic artery. Male and female Apoe-/- mice on a cholate-containing high-fat diet containing or lacking a specific cathepsin S inhibitor were evaluated for the remodeling of atherosclerotic lesions. The in vivo efficacy of the cathepsin S inhibitor was demonstrated by the inhibition of invariant chain processing in spleen. After 8 weeks of diet, brachiocephalic arteries were analyzed for plaque size, collagen, macrophage, and smooth muscle cell content, for elastic lamina breaks, and the number of buried fibrous caps. The size of atherosclerotic plaques in inhibitor-treated mice was reduced by 36% in male and 68% in female mice, and they showed significantly smaller numbers in elastin lamina breaks (60% less in males; 75% less in females), plaque macrophages (47% less in males; 40% less in females), and buried fibrous caps (50% less in males; 86% less in females). In conclusion, the inhibition of cathepsin S showed a strong atheroprotective activity, demonstrating the potential benefits of a small molecule anti-cathepsin therapy.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".