Uridine phosphorylase is a potential prognostic factor in patients with oral squamous cell carcinoma
Bibliographic record
Abstract
BACKGROUND: Uridine phosphorylase (UPase) catalyzes the reversible phosphorolysis of uridine to uracil. The expression levels and the enzymatic activity of UPase are reported to be higher in human solid tumors than in adjacent normal tissues. However, to the authors' knowledge the clinical significance of UPase expression as determined by immunohistochemical analysis has not been demonstrated in human malignancies. METHODS: The authors prepared the antibody against UPase, examined the staining of UPase in 72 cases of oral squamous cell carcinoma (SCC) with immunohistochemical analysis using the antibody, and analyzed its relation to clinical and pathologic factors. RESULTS: UPase stained mainly within the invasive edges of tumors and macrophages. UPase-positive staining was observed in 56 of the 72 tumors (77.8%). High staining of UPase (defined as > 50% of cells in a tumor biopsy that are positive for UPase) in primary tumors frequently was associated with the presence of metastasis to lymph nodes (P = 0.007 by the Fischer exact test) and with lower overall survival (P = 0.03 by the log-rank test). CONCLUSIONS: The high rate of UPase staining in biopsies from patients with oral SCC may be a prognostic marker for these individuals.
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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) | 0.008 | 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".