Non-Response to Obeticholic Acid Is Associated With Heightened Risks of Developing Clinical Events in Primary Biliary Cholangitis
Bibliographic record
Abstract
© 2025 The Author(s). Alimentary Pharmacology & Therapeutics published by John Wiley & Sons Ltd.Objective: Biochemical non-response to ursodeoxycholic acid, as a first-line therapy, is associated with a heightened risk of clinical events in primary biliary cholangitis (PBC). Herein, we determine whether biochemical non-response to second-line therapy in obeticholic acid (OCA) is also predictive of long-term event-free survival. Design: Data were collected from patients who initiated OCA at large, high-volume centres in the UK, Italy, and Canada between August 2017 and 2019, with follow-up continuing until June 2024. Biochemical non-response was defined by POISE criteria. Clinical events were defined as hepatic decompensation, referral for transplantation, hepatocellular carcinoma, or death. Results: Our cohort consisted of 336 patients (29% with cirrhosis), of whom n = 150 (45%) discontinued OCA over 48 months. Over 851 patient-years of OCA use, without the addition of another PBC therapy, n = 230, n = 192, n = 158 and n = 150 patients completed 12, 24, 36 and 48 months follow-up, respectively. Of this cohort, 37%, 48%, 63% and 55% attained biochemical response, with 7%, 14%, 25% and 19% normalising ALP (p < 0.01; all comparisons vs. baseline). Over 4 years, 64 patients experienced a clinical event. Twelve-month biochemical non-response associated with a heightened risk of clinical events (hazard ratio [HR]: 4.50; 95% CI: 1.74–20.23), as did cirrhosis (HR: 20.24, 10.15–40.32), hyperbilirubinaemia (HR: 2.55, 1.71–3.76), hypoalbuminaemia (HR: 0.92, 0.90–0.96) and thrombocytopenia (HR: 0.99, 0.98–0.99). The prognostic utility of biochemical non-response (HR: 3.29, 1.72–14.96) and cirrhosis (HR: 19.67, 5.09–76.08) persisted on multivariable analyses. Conclusion: Biochemical response stratifies risk of clinical events in PBC patients under OCA treatment. Whilst response rates increase over time, discontinuation rates underscore the need for newer treatment paradigms.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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 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".