EXTH-47. THERAPEUTIC REVERSAL OF PRENATAL PONTINE ID1 SIGNALING IN DIPG
Bibliographic record
Abstract
Abstract Diffuse intrinsic pontine gliomas (DIPGs) are lethal brain tumors with no effective therapies other than radiation. Inhibitor of DNA binding (ID) proteins are key regulators of tissue and lineage-specific gene differentiation during embryogenesis. Previous work has shown that H3F3A and ACVR1 mutations increase ID1 expression in cultured astrocytes, but this has not been validated in human DIPG, nor has the regulation and targetability of ID1 been explored in DIPG. Analysis of multi-focal post-mortem tumor and normal brain tissue (n=52) as well as multiple human datasets revealed ID1 to be elevated in DIPG. Elevated ID1 was found to correlate with reduced survival in DIPG. In a multi-focal autopsy DIPG case, we found ID1 expression to be heterogeneous and to correlate with tumor invasion. Chromatin immunoprecipitation-qPCR (ChIP-qPCR) was used to quantify H3K27ac and H3K27me3 at ID1 gene regulatory regions (promoters/enhancers) in multi-focal post-mortem tissue. The ID1 loci was found to be epigenetically poised for up-regulation (elevated H3K27ac and low H3K27me3) in DIPG tissue, regardless of H3 or ACVR1 mutation status, compared to normal brain. Analysis of publically-available ISH and ChIP-sequencing data revealed elevated ID1 expression and ID1-enhancer H3K27ac in prenatal mouse hindbrain compared to prenatal forebrain, prenatal midbrain, and all postnatal brain regions. ID1 shRNA-mediated knockdown of primary human H3K27M DIPG cells (DIPG007) resulted in significantly reduced invasion and migration. As cannabidiol (CBD) has successfully been used to therapeutically target ID1 in pre-clinical models of adult human cancers, we treated DIPG007 cells with CBD and found reduced viability at clinically relevant dosing (IC50=2.4 uM) with dose-dependent reduction in ID1 protein. ID1 knockdown and CBD treatment studies in murine models of DIPG are ongoing. These findings indicate that a multifactorial (genetic and regionally-based) epigenetic upregulation of ID1 drives DIPG invasiveness and is targetable with CBD.
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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) | 0.003 | 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".