P066 Serum amyloid A – A Novel Biomarker of Ulcerative Colitis Disease Activity
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Background Despite recent advancements in the treatment of ulcerative colitis (UC), a substantial number of patients fail to achieve long-term remission. Persistent histological activity has been linked with poorer treatment outcomes. Histological remission is now an accepted treatment target; however there remains significant variability in the interpretation of UC histology. As such, there is a need for novel biomarker identification to aid assessment and ultimately predict disease relapse. Serum amyloid A (SAA) is an acute-phase protein, of which serum levels have shown promise as a biomarker in IBD1. This study aims to explore the utility of SAA levels in UC colonic tissue as a diagnostic biomarker for disease activity and progression. Methods Two cohorts were prospectively recruited, including healthy controls and UC patients. Sigmoid biopsies were collected and tissue explants generated. Tissue-conditioned media from these explants was collected and secreted SAA quantified using 54 V-plex ELISA. Demographic information, disease characteristics, endoscopic Mayo scores and disease progression were documented. Endoscopic remission was defined as a Mayo endoscopic sub-score ≤1. Disease progression was defined as the requirement for corticosteroid therapy, UC-related hospitalisation, UC-related surgery or the introduction of a new immunomodulatory agent in follow-up period. P values <0.05 were considered significant in analyses. Results The two cohorts included 11 healthy controls and 16 UC patients (endoscopic remission n=6). Active UC patients demonstrated significantly higher SAA concentrations than healthy controls (p=0.0013) and those in endoscopic remission (p=0.02). There was no significant difference in SAA concentrations between healthy controls and UC patients in remission (p=NS). UC patients in the lowest SAA concentration quartile had a significantly longer time to disease progression (p=0.0462) (Figure 1). Conclusion Quantification of SAA secretion in IBD ex-plants has potential as a biomarker of UC activity and progression. Further investigation of SAA as a biomarker in IBD is warranted. References 1. Chen R, Chen Q, Zheng J, Zeng Z, Chen M, Li L, et al. Serum amyloid protein A in inflammatory bowel disease: from bench to bedside. Cell Death Discov. 2023;9(1):154.
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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) | 0.001 | 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 it