Combined Impact of Prior Polatuzumab Vedotin Plus Bendamustine and Rituximab Therapy and Myeloablative Conditioning on Early Post-Transplant BK Virus-Associated Hemorrhagic Cystitis
Bibliographic record
Abstract
Relapsed/refractory diffuse large B-cell lymphomas (R/R DLBCLs) have an extremely poor prognosis, with no established salvage chemotherapy currently available. Polatuzumab, rituximab, and bendamustine combination therapy (Pola-BR) has been approved as a new therapeutic option for R/R DLBCL. Recently, chimeric antigen receptor T-cell therapy and bispecific antibodies have induced long-term remission in many patients with R/R DLBCL. However, allogeneic transplantation remains potentially curative for patients unresponsive to the abovementioned treatments. While allogeneic transplantation can also cause various adverse events, hemorrhagic cystitis is a particularly severe complication that requires effective prevention strategies. Here, we report two cases of severe BK virus-associated hemorrhagic cystitis (BKV-HC) that developed after successive cord blood transplantation with myeloablative conditioning and Pola-BR treatment for early-relapsed DLBCL. Both patients received Pola-BR after undergoing multiple salvage therapies and developed early-onset BKV-HC post-transplant, demonstrating the effects of Pola-BR and myeloablative conditioning. We analyzed the shared characteristics between these two cases to distinguish between the factors that trigger the onset of BKV-HC and those that contribute to its severity. Based on the differences in the clinical course between the two cases, we propose prevention strategies for BKV-HC and identify treatment strategies for Pola-BR in patients with R/R DLBCL undergoing allogeneic transplantation.
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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 | 0.000 | 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) | 0.000 | 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".