Abstract A102: Combination treatment with hypoxia-activated prodrug TH-302 and radiation reduce pancreatic tumor initiating cells and tumor growth in patient-derived xenografts
Bibliographic record
Abstract
Abstract Rationale: Using orthotopically-grown primary pancreatic cancer xenografts we recently identified an association between hypoxia and spontaneous metastasis formation, and we hypothesized that metastatic potential is conferred by the presence of tumor-initiating cells (TIC). We therefore investigated the relationship between hypoxia, tumor growth and TIC, and examined the effect of the hypoxia-activated prodrug TH-302 and ionizing radiation (IR) on pancreatic TIC and tumor growth. Methods: Eleven patient-derived pancreatic cancer xenograft models were used to examine tumor-initiation potential in relation to the tumor phenotype. To examine the effect of TH-302 and IR on TIC, tumor-bearing mice were treated with 50 mg/kg or 150 mg/kg TH-302, 10Gy of IR, or with the combination of TH-302 and IR. To examine the effect of TH-302 and IR on tumor growth, mice were treated with either TH-302 or IR alone, or with the combination treatment according to a clinically relevant schedule. Animals were treated with 50mg/kg TH-302 injected ip on days 1, 5 and 9 and/or 2Gy irradiation per day on days 2, 3 and 4. Tumor hypoxia was measured by EF5 administration and immunostaining. Results: TIC frequency varied across the patient-derived xenograft models and rapid tumor growth was strongly correlated with high TIC frequency but not hypoxia. Treatment with TH-302 in combination with IR led to a significant reduction in TIC frequency compared with either treatment alone in all models tested. Treatment-induced reduction in TIC frequency was independent of the magnitude of tumor hypoxia. Treatment-induced reduction of tumor growth was only observed in fast-growing hypoxic models. Additionally, TH-302 treatment also induced DNA damage in tumor tissue adjacent to the hypoxic zone which is consistent with the previously demonstrated bystander effect of TH-302. Conclusions: These results suggest that TIC can reside in both the oxic and the hypoxic microenvironment and that the combination of TH-302 and IR may present a novel therapeutic strategy to reduce the frequency of TIC and tumor growth rate of pancreatic tumors. Citation Format: Ines Lohse, Joanna Rasowski, Pinjian Cao, Melania Pintilie, Trevor Do, Emin Ibrahimov, Ming-Sound Tsao, Richard P. Hill, David W. Hedley. Combination treatment with hypoxia-activated prodrug TH-302 and radiation reduce pancreatic tumor initiating cells and tumor growth in patient-derived xenografts. [abstract]. In: Proceedings of the AACR Special Conference on Pancreatic Cancer: Innovations in Research and Treatment; May 18-21, 2014; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2015;75(13 Suppl):Abstract nr A102.
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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 | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".