Flat Intraurothelial Neoplasia Exhibiting Diffuse Immunoreactivity for CD44 and Cytokeratin 5 (Urothelial Stem Cell/Basal Cell Markers): A Variant of Intraurothelial Neoplasia Commonly Associated With Muscle-invasive Urothelial Carcinoma
Bibliographic record
Abstract
BACKGROUND: Immunoreactivity for CD44 and cytokeratin (CK)5 (urothelial stem/basal cell markers) are decreased/negative in the common type of intraurothelial neoplasia including urothelial carcinomas (UC) in situ. Recent studies also reveal that a majority of muscle-invasive UC are basal-like UC with large areas of positive CD44/CK5 immunoreactivity. In addition, approximately 80% of muscle-invasive UC develop de novo as nonpapillary invasive UC. In this study, we investigate the CD44/CK5 immunoreactivity of the flat intraurothelial neoplasia (FIUN) associated with nonpapillary invasive UC. MATERIALS AND METHODS: Consecutive cases of nonpapillary UC were submitted for immunostaining. Immunostaining for CK5/CD44 was scored as high for staining of >25% thickness of urothelium and low for lesser immunoreactivity. RESULTS: In total, 109 consecutive cases were grouped into: in situ UC [carcinoma in situ (CIS)] (n=11), pT1 (n=14), and pT2-4 (n=84) with surface urothelium available for study. Forty-four cases including CIS (n=9), pT1 (n=12), and pT2-4 (n=23) showed FIUN with low/negative CD44/CK5 reactivity; 40 cases showed strong CK20 reactivity. Sixty-two cases including CIS (n=2), pT1 (n=2), and pT2-4 (n=58) showed extensive FIUN exhibiting high CD44/CK5 reactivity; 30 cases showed reactive CK20. FIUN lesions with high CD44/CK5 reactivity scores were associated with mild (urothelial dysplasia) to moderate atypia (CIS) and were rarely preceded by papillary UC. Most invasive UC associated with FIUN with high CD44/CK5 reactivity also exhibited extensive CD44/CK5 reactivity. The remaining 3 cases showed only reactive urothelium. Of interest, 4 cases with FIUN showed negative CD44/CK5/CK20 reactivity. CONCLUSIONS: Existence of CD44/CK5-immunoreactive (or basal-like) FIUN is consistent with the recent distinction of basal and luminal subtypes of UC. This type of FIUN is often associated with UC with progression to high-stage disease not preceded by recurrent papillary UC.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".