Cadherin switching in ovarian cancer progression
Bibliographic record
Abstract
The roles of the cadherins in the progression of ovarian cancer to the late stages of the disease state when malignant cells have disseminated within the peritoneal cavity remain poorly understood. In view of these observations, we have undertaken a comprehensive survey of the cadherin subtypes present in normal ovarian surface epithelium and peritoneum and in the tumors and peritoneal effusions of women diagnosed with Stage I or Stage II primary ovarian cancer using a degenerate cloning strategy for sequences highly conserved among this family of cell adhesion molecules. On the basis of the nucleotide sequences of the resultant PCR products, multiple cadherin subtypes (E-, N-, P-cadherin, and cadherin-4, -6, and -11) were found to be present in these normal and malignant tissues and cells. P-cadherin was determined to be the predominant cadherin subtype in normal peritoneum, peritoneal effusions and Stage II tumor masses. An increase in P-cadherin mRNA and protein expression levels in ovarian tumor masses with progression to later stages of the disease state was confirmed by Northern and Western blot analysis, respectively. In addition, we have determined that the cadherin-associated protein, known as beta-catenin, is expressed in normal peritoneum, ovarian tumors and malignant cell effusions obtained from women with Stage I or Stage II cancer. Immunoprecipitation studies demonstrated that P-cadherin was capable of interacting with beta-catenin in these normal and malignant tissues and cells. Collectively, these findings suggest that the regulated expression of P-cadherin/beta-catenin complexes in ovarian tumor cells may represent a key step in disease progression.
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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".