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Record W3142359615 · doi:10.1093/noajnl/vdab024.064

ETMM-08 METABOLIC REGULATION OF THE EPIGENOME DRIVES LETHAL INFANTILE EPENDYMOMA

2021· article· en· W3142359615 on OpenAlexaff
Sachin Kumar, Antony Michealraj, Leo J.Y. Kim, Jeremy N. Rich, Michael D. Taylor

Bibliographic record

VenueNeuro-Oncology Advances · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Hypoxia, and Metabolism
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsBiologyEpigenomePRC2EpigeneticsHistone H3Cell biologyEZH2Cancer researchGeneticsDNA methylationGeneGene expression

Abstract

fetched live from OpenAlex

Abstract Ependymomas are malignant glial tumours that occur throughout the central nervous system. Of the nine distinct molecular subgroups of ependymoma, Posterior Fossa A (PFA), is the most prevalent, occurring in the hindbrain of infants and young children. Lacking highly recurrent somatic mutations, PFAs are thought to be a largely epigenetically driven entity, defined by hypomethylation at the histone 3 lysine 27 residue. Previous transcriptional analysis of PFAs revealed an enrichment of hypoxia signaling genes. Thus, we hypothesized that hypoxic signaling, in combination with a unique metabolic milieu, drive PFA oncogenesis through epigenetic regulation. In this study, we identified that PFA cells control the availability of specific metabolites under hypoxic conditions, resulting in diminished H3K27 trimethylation and increased H3K27 acetylation in vitro and in vivo. Unique to PFA cells, transient exposure to ambient oxygen results in irreversible cellular toxicity. Furthermore, perturbation of key metabolic pathways is sufficient to inhibit growth of PFA primary cultures in vitro. PFA cells sequester s-adenosylmethionine while upregulating EZHIP, a polycomb repressive complex 2 (PRC2) inhibitor, resulting in decreased H3K27 trimethylation. Furthermore, hypoxia fine-tunes the abundance of alpha-ketoglutarate and acetyl-CoA to fuel demethylase and acetyltransferase activity. Paradoxically, a genome-wide CRISPR knockout screen identified the core components of PRC2 as uniquely essential in PFAs. Our findings suggest that PFAs thrive in a narrow “Goldilocks” zone, whereby they must maintain a unique epigenome and deviation to increased or decreased H3K27 trimethylation results in diminished cellular fitness. Previously, we showed that PFAs have a putative cell of origin arising in the first trimester of development. Using single-cell RNAseq and metabolomics, we demonstrate that PFAs resemble the natural metabolic-hypoxic milieu of normal development. Therefore, targeting metabolism and/or the epigenome presents a unique opportunity for rational therapy for infants with PFA ependymoma.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.536
Threshold uncertainty score0.578

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.008
GPT teacher head0.265
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2021
Admission routes1
Has abstractyes

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