Long-term impact of preventive UDCA therapy after transplantation for primary biliary cholangitis
Bibliographic record
Abstract
BACKGROUND & AIMS: Recurrence of primary biliary cholangitis (PBC) after liver transplantation (LT) is frequent and can impair graft and patient survival. Ursodeoxycholic acid (UDCA) is the current standard therapy for PBC. We investigated the effect of preventive exposure to UDCA on the incidence and long-term consequences of PBC recurrence after LT. METHODS: We performed a retrospective cohort study in 780 patients transplanted for PBC, between 1983-2017 in 16 centers (9 countries), and followed-up for a median of 11 years. Among them, 190 received preventive UDCA (10-15 mg/kg/day). The primary outcome was histological evidence of PBC recurrence. The secondary outcomes were graft loss, liver-related death, and all-cause death. The association between preventive UDCA and outcomes was quantified using multivariable-adjusted Cox and restricted mean survival time (RMST) models. RESULTS: While recurrence of PBC significantly shortened graft and patient survival, preventive exposure to UDCA was associated with reduced risk of PBC recurrence (adjusted hazard ratio [aHR] 0.41; 95% CI 0.28-0.61; p <0.0001), graft loss (aHR 0.33; 95% CI 0.13-0.82; p <0.05), liver-related death (aHR 0.46; 95% CI 0.22-0.98; p <0.05), and all-cause death (aHR 0.69; 95% CI 0.49-0.96; p <0.05). On RMST analysis, preventive UDCA led to a survival gain of 2.26 years (95% CI 1.28-3.25) over a period of 20 years. Exposure to cyclosporine rather than tacrolimus had a complementary protective effect alongside preventive UDCA, reducing the cumulative incidence of PBC recurrence and all-cause death. CONCLUSIONS: Preventive UDCA after LT for PBC is associated with a reduced risk of disease recurrence, graft loss, and death. A regimen combining cyclosporine and preventive UDCA is associated with the lowest risk of PBC recurrence and mortality. LAY SUMMARY: Recurrence of primary biliary cholangitis after liver transplantation is frequent and can impair graft and patient survival. We performed the largest international study of transplanted patients with primary biliary cholangitis to date. Preventive administration of ursodeoxycholic acid after liver transplantation was associated with reduced risk of disease recurrence, graft loss, liver-related and all-cause mortality. A regimen combining cyclosporine and preventive ursodeoxycholic acid was associated with the best outcomes.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".