Efficacy and safety study of a novel alpha-fetoprotein (AFP)-maytansine conjugate in an ovarian xenograft model.
Bibliographic record
Abstract
e14570 Background: AFP receptor is an oncofetal antigen and a novel target for cancer therapeutics. It is highly expressed on the surfaces of many cancers and Myeloid Derived Suppressor Cells (MDSCs) but absent on normal tissues. By conjugating maytansine toxin to a recombinant human AFP, we selectively deliver toxin to cancer cells and MDSCs while sparing normal cells, enabling a combination of targeted and immune activating approaches. We previously reported high efficacy of AFP-maytansine conjugate in a xenograft model of colorectal cancer. Here we report the effect of this conjugate in an ovarian xenograft model and in 2 independent patient-derived 3D ovarian organoids, supporting the wider utility of this approach. Methods: Four dose regimens of AFP-maytansine conjugate were compared to control in a mouse A2780 ovarian xenograft model. The conjugate was administered IV 10 days after implantation, when tumor volumes reached ≈150 mm 3 . Mice were randomized into 4 treatment and 1 control group (10 mice/group, table below). Tumor growth, survival and clinical observations were assessed for 62 days post implantation. In addition, organoids were cultured from primary reprogrammed tumor cells from 2 separate patients with high-grade serous ovarian carcinoma. Conjugate, staurosporine, thapsigargin or DMSO (control) were added to the media. Cytotoxicity was assessed by staining for AnnexinV and TMRE. Results: A statistically significant dose-dependent reduction in tumor volume (p<0.001) and increase in survival (p<0.002) were seen in all treatment groups relative to control. All animals in Groups 1,3 and 4 survived to the end of the study and 6 of 10 mice survived in the lowest dose group. 100% of mice in Group 1, highest dose group had complete tumor regression with no regrowth seen by day 62. In the other treatment groups majority of animals had complete tumor regression with no regrowth. All control animals were dead by day 38 due to excessive tumor burden. No signs of toxicity, such as ocular toxicity or vascular scarring of the tail were seen. All mice gained weight during the study. Gross pathology at the time of sacrifice was unremarkable. In addition, in the 2 ovarian organoids the AFP-maytansine conjugate demonstrated a cytotoxic effect over 72 hours exposure similar to that of thapsigargin and staurosporine given at known effective concentrations. Conclusions: This ovarian xenograft study confirms high activity without obvious toxicity of the novel AFP-maytansine conjugate in a 2nd tumor type. The targeted cytotoxic activity is further confirmed by the effect of the conjugate in 2 different ovarian cancer organoids. These results support advancing this novel conjugate toward clinical use with a dose-dense regimen. [Table: see text]
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".