Ureteral location is associated with survival outcomes in upper tract urothelial carcinoma: A population‐based analysis
Bibliographic record
Abstract
OBJECTIVES: To evaluate the prognostic value of tumor location in patients with upper tract urothelial carcinoma. METHODS: Within the Surveillance, Epidemiology and End Results Incidence Database, 6619 upper tract urothelial carcinoma cases were identified, including 3719 confined to the renal pelvis and 2971 to the ureter. Predictors of surgical technique (kidney sparing surgery versus radical nephroureterectomy), as well as 2- and 5-year cancer-specific survival and overall survival were evaluated. RESULTS: Median follow-up time was 29 months (interquartile range 0-126 months) for both groups. Multivariate logistic analysis showed tumor dimension as the only factor associated with radical nephroureterectomy (odds ratio 1.02; P < 0.001). Ureteral 2- and 5-year overall survival were lower (log-rank P = 0.001) compared with renal pelvis. When stratifying tumor location according to dimensions, a ureteral carcinoma >3 cm was associated with the worst 2- and 5-year cancer-specific mortality (Pepe-Mori P < 0.001), and overall survival (log-rank P < 0.001). The 2- and 5-year cancer-specific mortality (Pepe-Mori P < 0.001) and overall survival were the worst for ureteral ≥T3 tumors (log-rank P < 0.001). The 2- and 5-year cancer-specific mortality (Pepe-Mori P < 0.001) and overall survival (log-rank P < 0.001) were the worst for ureteral grade III-IV cancers. Ureteral tumor location (subdistribution hazard ratio 1.18, P < 0.001), tumor dimension ≥3 (subdistribution hazard ratio 1.25, P < 0.001), T staging (T2-4 all P < 0.001), grading (grade III subdistribution hazard ratio 2.20, P = 0.001; grade IV subdistribution hazard ratio 2.39, P < 0.001) were found to be associated with higher cancer mortality. CONCLUSIONS: Ureteral tumor location in upper tract urothelial carcinoma seems to be associated with worse oncological outcomes, especially in the case of advanced disease. Although the type of surgical treatment does not seem to impact survival, surgeons should use caution in adopting a kidney-sparing surgery for patients with ureteral upper tract urothelial carcinoma.
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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) | 0.000 | 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) | 0.000 | 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".