P146 Latent activation of the extrinsic coagulation pathway in patients with ulcerative colitis
Bibliographic record
Abstract
Abstract Background Ulcerative colitis (UC) is associated with an increased risk of venous thromboembolism. We investigated the correlation of UC severity with latent activation of the extrinsic coagulation pathway and colonic stromal tissue factor (TF) expression. Methods Plasma exosomes, microparticles (EM), TF protein, activities of EM-bound TF (EM-TF) and FVIIa, as well as TF mRNA (F3) in primary colonic stromal cells in culture were measured. Disease extent by Montreal classification, medications, UC clinical activity by partial Mayo score (PMS), endoscopic severity by the MS endoscopic component (eMS; loss of response defines as ≥2), quality of life by the short IBD questionnaire- SIBDQ, complete blood count, CRP, ESR and albumin were retrieved. Statistical significance (p) was assessed with the following tests: Student’s t for 2 groups with normally distributed values, Mann-Whitney U if not, Wilcoxon test for paired data. Correlation of continuous against scale variables was assessed with Pearson’s or Spearman’s r and corresponding p values for linear or logarithmic continuous variables, respectively. Results Plasma was obtained from 38 UC patients (31 males, disease duration 151±25 months, 14 with extensive colitis, 5 current smokers) and 28 healthy blood donors (HBD; 20 males) who served as controls. TF mRNA (F3) was measured in primary colonic stromal cells in culture from 12 UC patients (11 males, disease duration 169±53 months, 8 with extensive colitis, 1 current smoker) and from 7 controls undergoing screening colonoscopy. UC patients had 4- and 3.7- times more exosomes and microparticles than controls, respectively (A). TF protein correlated with PMS (r 0.443), albumin (-0.362), ESR (0.353), PLT (0.575) and endoscopic UC severity (0.468; B). EM-TF activity was 1.6-times higher (C) and correlated to disease extent (E3: 1.9 x E2), albumin (-0.624), endoscopic severity (0.422; D) and SIBDQ (-0.64). Downstream, FVIIa activity was 2.2-times higher. Refractory-to-treatment patients had 5.8-, 1.5-, 2.1- times higher TF protein (E), MP-TF, FVIIa activity, respectively. Within responders, the need for steroids or biologics correlated with 2.2-times higher MP-TF activity. Colonic stromal cells from patients with UC maintained a 2.2-times higher F3 (F), which correlated to PMS (0.56), albumin (Spearman’s r -0.543), endoscopic severity (M3: 8.3 x M2). All the aforementioned were statistically significant with a < 0.05. Conclusion The extent of spontaneous activation of the extrinsic coagulation pathway is associated with clinical and endoscopic UC activity and response to treatment. TF in colonic stromal cells mirrors its systemic activity and indicates the possible contribution of such cells to increased TF plasma bioactivity.
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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 | 0.001 |
| 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".