Post-Transplant Lymphoproliferative Disorder in Liver Transplant Recipients: Characteristics, Management and Outcome from a Single-Centre Experience with >1000 Liver Transplantations
Bibliographic record
Abstract
BACKGROUND: The literature regarding post-transplant lymphoproliferative disorder (PTLD) in liver transplant recipients (LTRs) is limited. OBJECTIVES: To study the incidence, predictors and outcomes of PTLD after liver transplantation in a single, large-volume centre. METHODS: The charts of all LTRs (n=1372) in the authors' centre between January 2000 and June 2012 were retrospectively reviewed and those who developed PTLD were identified. Demographic, clinical and treatment data were prospectively collected. Responses to treatment, including complete response, no response, relapse and survival, were recorded. RESULTS: The incidence of PTLD in LTRs was 32 in 1372 (2.3%). Overall, median survival was 37 months (range 0.5 to 195 months), with one-, three- and five-year survival rates of 81%, 74% and 60%, respectively. Epstein-Barr virus (EBV)-negative patients had a better mean (± SD) survival (95±79 months) than EBV-positive patients (41±42 months) (P=0.02). For stage I⁄II PTLD, one-, three- and five-year actuarial survival was 87%, 87% and 75%, compared with 50%, 30% and 0% for stage III⁄IV PTLD, respectively (P=0.001). In patients with complete response, median survival was 58 months (range 10 to 195 months); and one-, three- and five-year actuarial survival was 100%, 94% and 76%, respectively, after diagnosis of PTLD. Changing immunosuppression (IS) from calcineurin inhibitor to sirolimus at the time of diagnosis may have improved survival (seven of seven survivors) compared with only decreasing or stopping IS (14 of 25 survivors) (P=0.07). CONCLUSIONS: This series from a single large-volume centre showed excellent short and long-term survival after PTLD in adult LTRs who were EBV negative, had early disease and showed complete response. Consistent with the known in vitro antiproliferative effect of sirolimus, switching IS from calcineurin inhibitor to sirolimus may improve survival.
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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 | 0.002 |
| 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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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 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".