Propensity Score Matching Analysis Comparing the Efficacy and Steroid Tapering Benefit of Extracorporeal Photopheresis to Best Available Therapy in Third-Line or Beyond Treatment for Chronic GvHD
Bibliographic record
Abstract
• Using propensity-score matching, treatment outcomes were compared between ECP-treated patients (n=74) and a historical cohort of cGvHD patients treated with BAT (n=132). • ECP is superior to BAT in cGvHD treatment with 70.1% FFS (vs. 32.5%) and 93.1% OS (vs. 68.1%) at 12 months. • ECP accelerates corticosteroid tapering with a 22.5% prednisone discontinuation rate at 6 months. • ECP shows superior FFS, OS, and steroid tapering efficacy as third-line therapy for cGvHD patients. Graft-versus host disease (GVHD) is one of the major limitations to allogeneic hematopoietic stem cell transplantation (HCT). Although corticosteroids with calcineurin inhibitors are established first line-therapy for chronic graft-versus-host disease (cGVHD), approximately one-half of cGVHD patients are refractory to corticosteroid therapy. The goal of the present study was to compare treatment outcomes of patients treated with extracorporeal photopheresis (ECP) and best available therapy (BAT) as third-line or beyond treatment for cGVHD. Using propensity score matching (PSM), treatment outcomes were compared between ECP-treated patients (n = 74) and a historical cohort of cGVHD patients treated with BAT (n = 132). By adjusting for unbalanced risk factors between the groups, including GVHD severity at the start of therapy, acute GVHD history, and baseline corticosteroid dose, 62 patients were balanced and selected for PSM. In the PSM cohort, the ECP group showed a 12-month failure-free survival (FFS) rate of 70.1% versus 32.5% in the BAT group ( P < .0001; hazard rate [HR], .214), and 93.1% 12 months’ overall survival (OS) rate of 93.1% versus 68.1% in the BAT group ( P = .0249; HR, .3811); multivariate analysis confirmed ECP's superior FFS and OS compared with BAT. Generalized linear model analysis showed faster tapering of corticosteroids and higher rates of prednisone discontinuation in the ECP versus BAT PSM groups in the first 6 months. The ECP group also had a higher percentage of prednisone discontinuation, by 6% at month 0, by 14.9% at month 3, and by 22.5% at month 6. The current study demonstrates superior FFS, OS, and steroid tapering efficacy for ECP compared with BAT as third-line therapy or beyond in cGVHD patients.
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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 | 0.001 |
| 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".