Extranodal involvement of the gastrointestinal tract in post transplant lymphoproliferative disorders: Stomach or small bowel involvement increases mortality risk
Bibliographic record
Abstract
Abstract Post transplant lymphoproliferative disorder (PTLD) is a group of heterogeneous lymphoid disorders that represent a clinically significant complication in patients with a history of solid organ transplant. Most patients (50-80%) present with extranodal involvement, with common involvement of the gastrointestinal (GI) tract, seen in 23-30% of all PTLD cases. Using registry data on PTLD patients in Edmonton, Alberta, Canada, we focused on rates of clinically relevant GI related events including GI obstruction, perforation, GI surgery and severe GI bleeding in those with or without GI tract involvement. We also report an analysis of the impact of demographic, clinical and laboratory parameters on overall survival (OS). Newly diagnosed adult patients with biopsy proven PTLD presenting to our institution from January 2008 to February 2025 were included in the analysis. Primary CNS cases were excluded. Baseline characteristics, survival data and significant GI events were collected. Overall survival (OS) was estimated from the date of diagnosis of the first PTLD diagnosis using the Kaplan Meier method (SPSS version 31.0.0.0). Cox regression analyses were used to predict associations of baseline characteristics with OS. A total of 88 adult patients were identified with newly diagnosed PTLD, 61 males and 27 females. Median age at diagnosis was 59.7y. Transplant types included kidney (45), lung (17), heart (14), liver (9), pancreas (3), islet cell (2) and small bowel (1). Median age at transplantation was 47.1y. Median time from transplant to PTLD diagnosis was 11.25y. At diagnosis, 64/88 (73%) were stage III/IV and ECOG was ≥2 in 56/88 (64%). The majority had monomorphic PTLD (79/88, 90%), and EBER was positive in 35/88 cases (40%). Most patients had GI tract involvement by FDG-PET scan or biopsy (48/88 (55%)). GI events occurred in 21 patients within 60d of diagnosis (44.7%): 24 patients required GI surgery, 15 had GI obstructions, 9 had perforations and 7 had severe GI bleeding events (hemorrhagic shock, ICU admission or requiring urgent intervention). By survival cutoff of July 1, 2025, 53% (47/88) of patients had died. 57% (27/47) of deaths were attributed to PTLD or a complication of PTLD treatment. Of all deaths, six were directly attributable to GI events, four were within 60d of diagnosis. Median overall survival (OS) was 5.5y (95% CI 1.59-9.41y). Increased age at PTLD diagnosis (HR 1.03 per year, 95% CI 1.01-1.06, p=0.005), increased IPI (HR 1.49 per unit increase, 95% CI 1.16-1.91, p=0.002), age >60 (HR 2.36, 95% CI 1.29-4.31, p=0.005) and ECOG ≥2 (HR 2.19, 95% CI 1.11-4.30, p=0.024) predicted mortality. Hemoglobin <120 g/L (12g/dL) (HR 2.78, 95%CI 1.18-6.57, p=0.02) and eGFR <60 mL/min/1.73m2 (HR 3.35, 95%CI 1.49-7.53, p=0.003) predicted OS. Other significant predictors of mortality included lung transplant type (HR 2.39, p=0.006), and peritoneal involvement/ascites (8 cases, HR 2.94, p=0.009). LDH, advanced stage, multiple extranodal sites, monomorphic subtype, EBER positivity and GI tract involvement were not significant predictors of mortality in univariate analysis. However, GI involvement of stomach or esophagus (7 cases, HR 2.75, 95% CI 1.16-6.56, p=0.022) and small bowel (37 cases, HR 1.86, 95% CI 1.04-3.34, p=0.037) were significant, whereas large bowel involvement was not (24 cases, p=56). In conclusion, our registry based analysis demonstrates the significant early and overall mortality in patients with newly diagnosed PTLD. GI tract involvement was common in our cohort and frequently resulted in complications. Although GI involvement did not significantly predict mortality risk, involvement of the stomach, esophagus and small bowel, as opposed to large bowel involvement, did significantly increase mortality risk. In addition, peritoneal involvement of PTLD was a poor prognostic feature. We will include multivariable analyses at the meeting.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.003 | 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".