Collagen and proteoglycan turnover in focally damaged human ankle cartilage: Evidence for a generalized response and active matrix remodeling across the entire joint surface
Bibliographic record
Abstract
OBJECTIVE: Although cartilage lesions occur in the ankles, osteoarthritis rarely develops in the ankles, suggesting that ankle cartilage can up-regulate mechanisms to repair the damaged matrix. To define these processes, we compared cartilage samples obtained from normal tali and from lesional sites of damaged tali. METHODS: Cartilage samples were obtained from the tali of normal ankles and from 3 sites on tali with lesions (the lesion, adjacent to the lesion, and far removed from the lesion). Cartilage was analyzed for type II collagen (CII) messenger RNA, C-terminal type II procollagen propeptide (CPII), the collagenase cleavage neoepitope (Col2-3/4C(short)), and the denaturation epitope (Col2-3/4m). For the assessment of type IX collagen, the COL2 and NC4 domains were evaluated. The cartilage samples were also assayed for glycosaminoglycans, epitope 846 of aggrecan, and DNA. RESULTS: The DNA content, epitope 846, COL2(IX), and the denaturation epitope were significantly increased in lesional cartilage. Although there was a tendency toward an increase in CII content and CPII, the increase did not reach significance. Neither the NC4(IX) domain nor Col2-3/4C was elevated. Surprisingly, changes in cartilage both adjacent to and remote from the lesion were similar to those in the lesion. CONCLUSION: The changes observed in cartilage obtained from the lesion and from sites adjacent to the lesion were not surprising; however, the changes in cartilage obtained from sites remote from the lesion were unexpected. This up-regulation of matrix turnover in ankles with degenerative lesions may indicate a physiologic response of the entire articular surface to repair the damaged matrix, which is not restricted to the lesion site. This suggests that there may be some mechanism of communication across the cartilage. The response by ankle cartilage obtained from a site remote from the lesion has not been observed in the knee.
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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 | 0.000 |
| 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 | 0.000 |
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".