Epithelial-Cadherin and β-Catenin Expression Changes in Pancreatic Intraepithelial Neoplasia
Bibliographic record
Abstract
PURPOSE: Cadherins and associated catenins are important mediators of epithelial cell-cell adhesion, as well as the Wnt-signaling pathway. Significant changes in their expression or structure have been implicated in malignancy. This study aimed to investigate the epithelial-cadherin (E-cadherin) and beta-catenin expression changes during multistage, pancreatic ductal carcinogenesis. EXPERIMENTAL DESIGN: Ninety-four Whipple resection specimens were retrieved from the surgical pathology files of the University Health Network (Toronto, Canada), from which tissue microarray blocks containing 36 pancreatic ductal adenocarcinomas, 34 PanIN-1A lesions, 28 PanIN-1B lesions, 27 PanIN-2 lesions, 16 PanIN-3 lesions, and 32 normal ducts were constructed. The E-cadherin, beta-catenin, and the phosphorylated glycogen synthase kinase-3beta of the Wnt/beta-catenin pathway were immunohistochemically evaluated in these duct/PanIN lesions. RESULTS: There was marked increase in the cytoplasmic E-cadherin expression in PanIN lesions (P < 0.0001) and adenocarcinoma (P = 0.005) compared with normal pancreatic ducts. In contrast, reduced/loss of E-cadherin membranous expression was also significant in ductal adenocarcinoma compared with both the PanIN lesions (P < 0.0001) and normal ducts (P = 0.05). The beta-catenin expression showed significantly more frequent aberrant nuclear localization in high-grade PanIN lesions, particularly PanIN2 and in adenocarcinoma compared with normal ducts or low grade PanIN lesions (P < 0.0001). However, there was a lack of correlation between phospho(Ser9)-glycogen synthase kinase-3beta cytoplasmic expression and beta-catenin aberrant nuclear expression (P = 0.07). CONCLUSIONS: Aberration in the expression of E-cadherin and its associated beta-catenin is evident in pre-invasive (PanIN) neoplastic pancreatic duct cells, suggesting involvement of pathways leading to beta-catenin stabilization during pancreatic duct cell carcinogenesis.
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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 | 0.002 | 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".