STEM-11. POLYAMINE METABOLISM AND INFLAMMATORY STATE CONTROL A VIRAL MIMICRY-DRIVEN QUIESCENT PHENOTYPE IN GLIOMA STEM CELLS (GSCS)
Bibliographic record
Abstract
Abstract The rate limiting enzyme of the polyamine pathway, SAT1, is significantly upregulated in non-cycling GSCs. However, higher SAT1 expression predicts poorer survival in GBM suggesting a role in quiescence and recurrence post-treatment. Treating GSCs with N1N11-Diethylnorspermine (DENSpm) recapitulates SAT1 upregulation and triggers a chemoprotective, long-term reversible growth arrest, while not affecting expression of stem, differentiation, nor senescence-associated markers. Remarkably, DENSpm strongly induces double-stranded RNA in GSCs. Interestingly, S-Adenosyl methionine (SAM) is an essential aminopropyl donor for polyamine biosynthesis. We found a significant correlation between DNA methylation, SAM, and polyamines across GSCs suggesting that SAM depletion may cause epigenetic and post-transcriptional alterations leading to re-activation of endogenous retroviral elements (ERVs) and viral mimicry-driven quiescence. However, while we confirmed DENSpm-induced SAM depletion, we did not detect DNA, histone, nor RNA demethylation. Noteworthy, ERVs are the most accessible transposable elements in GSCs indicative of a poised state. Furthermore, the correlation between expression of ERVs and interferon stimulated genes reveals a spectrum of viral mimicry amongst GSCs. Using a larger cohort of GSCs and hfNSCs, we identified three DENSpm response subgroups. A resistant subgroup comprised of cells able to proliferate through treatment, a reversible one whereby cells become quiescent and readily re-enter cell cycle post-treatment, and an irreversible consisting of cells that enter a deep quiescent state which they cannot escape. Importantly, we found that DENSpm response correlates with the cell's basal inflammatory state and the activity of viral defense pathways. These results indicate that a viral mimicry-driven quiescence may be specific to slower-growing neurodevelopmental GSCs, while more proliferative, inflammatory-poised GSCs are impervious to these additional cues. We propose that polyamine metabolism, glioma stem cell hierarchy and tumour inflammatory context play a central role in regulating quiescence and have important clinical implications in the initial response to treatment, aggressiveness, and ultimately recurrence of GBM.
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) | 0.001 | 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".