P165 Non-invasive biomarkers of type III collagen cross-linking reflects fibrolysis in patient with luminal CROHN’S DISEASE
Bibliographic record
Abstract
Abstract Background Type III collagen of the interstitial matrix is highly expressed in fibrotic tissue of Crohn’s disease (CD) and suggested to undergo remodelling during the characteristic deep tissue inflammation. Periods of inflammatory flares and remission could thus be reflected by varying degrees of type III collagen degradation and formation in relation to fibrogenesis and resolution of fibrosis. The aim was to investigate the association between type III collagen remodelling and CD disease phenotypes based on the Montreal classification Methods 40 CD patients were endoscopically assessed according to the Montreal B classification (luminal or stricturing phenotype) and Harvey Bradshaw Index for clinical disease activity (<4 = inactive; >4 = active). Patients were stratified based on both the Montreal B classification and HBI scores. Biomarkers were assessed by ELISA: 1) CTX-III (cross-linked protease degraded fragments of type III collagen), PC3X (cross-linked type III collagen formation), 3) PRO-C3 (type III collagen formation), and 4) C3M (MMP-9 degradation fragments) Results Biomarker levels of CTX-III was significantly elevated in CD patients with luminal- and clinically inactive- disease compared to patients with stricturing- and clinically inactive- disease and luminal- and clinically active- disease (p<0.01 and p<0.05, fig 1A). The levels of net fibrolysis of cross-linked type III collagen (CTX-III/PC3X) was significantly higher in patients with luminal- and clinically inactive- disease compared to patients with stricturing- and clinically inactive- disease (p<0.001), luminal- and clinically active- disease (p<0.001), and patients with stricturing- and clinically active- disease (p<0.05, fig 1C). Significantly elevated levels of net type III collagen degradation (C3M/PRO-C3) were observed in patients with a luminal- and clinically active- disease compared to luminal- and clinically inactive- as well as stricturing- and clinically inactive- disease (p<0.05). Furthermore, net type III collagen degradation was elevated compared to patients with stricturing- and clinically active- disease (p<0.05, fig 1F). Biomarker levels of PC3X, C3M, and PRO-C3 were unable to differentiate between patient groupings (fig 1B, D, and E) Conclusion Proteolytic degradation of cross-linked type III collagen (CTX-III) reflecting resolution of fibrosis in CD patients with luminal disease, may be associated with a protective effect against fibrogenesis and progression to fibrostenosis. These data indicate differences in cross-linked and non-cross-linked type III collagen remodelling in CD patients, and their potential use for differentiating patient phenotypes and disease activity
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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 | 0.001 | 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".