Molecular correlates associated with a phase II study of temsirolimus (CCI-779) in patients with metastatic or recurrent endometrial cancer—NCIC IND 160
Bibliographic record
Abstract
3003 Background: PTEN is a tumor suppressor gene and mutations in PTEN causing loss of protein expression/function may play a significant role in the pathogenesis of EC. Loss of PTEN protein expression has been reported in 26–80% of EC and leads to deregulated PI3K/Akt/mTOR signalling which may give neoplastic cells a survival advantage by enhancing angiogenesis, protein translation and cell cycle progression. Inhibition of mTOR, a protein kinase downstream of the PI3K/Akt pathway and target of rapamycins, inhibits proliferation of EC cell lines and formation of EC in PTEN−/+ heterozygous mice. We have evaluated temsirolimus (T) an ester derivative of rapamycin that inhibits mTOR given the frequent loss of PTEN in human EC. Methods: A two stage, phase II study has been conducted to evaluate single agent activity of T in women with recurrent or metastatic EC (chemotherapy naïve, upto 1 prior line of hormonal therapy). Treatment was 25mg i.v. weekly. One cycle is defined as 4 weeks of therapy. Thirty one patients (pts) have been registered; 23 are evaluable for toxicity and 19 for response. Results: Preliminary results have demonstrated encouraging activity and the trial fulfilled predefined criteria for activity. Of 19 pts evaluable for response, 5 have had a confirmed partial response (PR) (26%) and 12 have stable disease (SD) as best response (63%). Two pts had progressive disease (PD) (11%). PTEN, phosphorylated (p) mTOR and p-S6 protein (immunohistochemistry) results are available on 9 pts to date. The preliminary results indicate that responses and stable disease are seen in pts irrespective of PTEN status. Loss of p-mTOR was evident in tumor cells from all pts (range 75–99% loss) and did not correlate with response. Phosphorylated S6 was low in tumor cells in the one pt who had PD (5%), and levels were higher in pts with PR and SD (mean and median 30%). Conclusions: We conclude that Temsirolimus has encouraging single agent activity for in recurrent and metastatic EC, and the findings indicate this is irrespective of PTEN status. We are currently evaluating activity of T in pts previously treated with chemotherapy and molecular correlates in additional specimens. No significant financial relationships to disclose.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".