Abstract A31: Podxl as therapeutic target for metastasis
Bibliographic record
Abstract
Abstract Osteosarcoma (OS) is the most common bone tumor in pediatric patients. Metastasis is a major cause of mortality and morbidity. The rarity of this disease coupled with the challenges of drug development for metastatic cancers have slowed the delivery of improvements in long-term outcomes for these patients. Recently, we found that high podocalyxin (gene name PODXL, protein name Podxl) expression is associated with high metastatic profile in OS cell lines. Consistent with this data, we found a significant association between high Podxl expression and poor outcome in pediatric OS patients. Podxl is a cell surface transmembrane glycoprotein belonging to the CD34 family. The functional role of Podxl in tumorigenesis is largely unknown, but it has been demonstrated to promote cancer cell invasion and migration and to enhance metastatic potential. Podxl is upregulated on a variety of human tumors, facilitates disease progression, and is a promising target for immunotherapy as an approach to blocking metastatic disease. Accordingly, in collaboration for the Centre for Drug Research and Development, Kelly McNagny and his collaborators have developed a novel panel of monoclonal antibodies to human Podxl and have explored their utility in suppressing tumor cell growth in vitro and in vivo. To define the relevance of Podxl in the biology of metastasis, we examined Podxl expression in different OS cell lines with different metastatic profiles. Then, we studied the importance of Podxl in migration and invasion processes and in in vitro 3D cell system formation. To assess Podxl’s role in metastatic progression we performed the Pulmonary Metastasis Assay (PuMA). PuMA is an ex vivo lung explant and closed cell culture system that permits to study the biology of lung colonization by fluorescence microscopy. With PuMA model, we assessed the effects of antimetastatic therapeutics over time. In the present study, we found that suppression of Podxl profoundly impairs cell proliferation, migration, invasion properties, and tumorsphere formation in OS cells in vitro. With PuMA model, we found that Podxl is required for the progression of metastasis disease. These data tend to validate podocalyxin as a regulator of tumor progression and a novel therapeutic target in OS. It is necessary to perform in vivo experiments to further explore the functions of Podxl and the effect of the podocalyxin-specific monoclonal antibody (coupled or not to a toxic payload) to suppress the metastasis progression in our model. Citation Format: Anne-Chloe Dhez, Irene Paassen, Poul Sorensen. Podxl as therapeutic target for metastasis [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr A31.
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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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".