PDTM-28. AN OTX2-PAX3 SIGNALLING AXIS REGULATES GROUP 3 MEDULLOBLASTOMA CELL FATE
Bibliographic record
Abstract
Abstract The majority of Group 3 medulloblastomas (MB) exhibit amplification or increased expression of OTX2. OTX2 is primarily known as an oncogenic driver of tumor growth and cell cycle progression in Group 3 MB; however, its role as a repressor of differentiation is poorly characterized. Therefore, we utilized extensive patient data and mapped Group 3 MB chromatin dynamics in stem cell-enriched cultures to evaluate the divergent role of OTX2 in cell fate decisions in Group 3 MB pathogenesis. Several PAX genes were identified as novel OTX2 targets in Group 3 MB. Examination of patient data revealed that PAX3 and PAX6 expression is significantly reduced in Group 3 MB patients and is associated with significantly reduced survival. Functional evaluation of PAX3 and PAX6 expression showed that PAX3 expression significantly reduced self-renewal capacity of Group 3 MB tumorspheres in vitro and significantly prolonged survival and reduced tumor size in orthotopic xenograft models in vivo. RNA-sequencing of PAX3 and PAX6 gain of function (GOF) tumorspheres revealed mTORC1 signalling was specifically downregulated in PAX3 GOF, indicating this pathway may be critical for the survival and self-renewal differences observed between PAX3/PAX6 GOF models. Treatment of Group 3 MB with mTOR inhibitors reduced self-renewal in vitro and significantly prolonged survival and reduced tumor size in vivo. To further evaluate the role for this signalling axis in the Group 3 MB neural lineage hierarchy, we carried out scRNA-sequencing in tumorspheres from 4 Group 3 MB cell lines. Interestingly, a broad range of OTX2 expression was observed across single cell clusters, suggesting distinct OTX2 regulatory hierarchies are present in Group 3 MB. Collectively, our work demonstrates the multifaceted role of OTX2 as a regulator of cell fate decisions in Group 3 MB and identifies a novel role for mTORC1 signalling in Group 3 MB self-renewal and differentiation.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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".