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Record W7135098097 · doi:10.1093/neuped/wuaf001.230

MDB-31. The eEF2 kinase supports MYC-driven medulloblastoma metabolic adaptation to nutrient deprivation

2025· article· en· W7135098097 on OpenAlexaff
Jessica Oliveira de Santis, Alberto Delaidelli, Fares Burwag, Betty Yao, Namya Sharma, Que Xi Wang, Yue Z. Huang, Gian Luca Negri, Haifeng Zhang, Christopher Hughes, Gabriel Leprivier, P H Sorensen

Bibliographic record

VenueNeuro-Oncology Pediatrics · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Hypoxia, and Metabolism
Canadian institutionsDalhousie UniversityCanada's Michael Smith Genome Sciences CentreBC Children's HospitalUniversity of British Columbia
Fundersnot available
KeywordsGlutamineOxidative phosphorylationOxidative stressProgrammed cell deathKinaseGlycolysisMitochondrionReactive oxygen speciesViability assay

Abstract

fetched live from OpenAlex

Abstract Group 3 affiliation and MYC genetic amplification determine poor prognosis and high morbidity in children with medulloblastoma (MB). MYC-driven transformation increases metabolic demand, making MYC-overexpressing MB cells more susceptible to death during nutrient deprivation (ND). Previously, we found that eukaryotic Elongation Factor Kinase 2 (eEF2K), a regulator of mRNA translation elongation, is overexpressed in MYC-driven MB and aids tumor survival under acute ND. Proteomic analysis of eEF2K knockout (KO) MB cells revealed alterations in oxidative phosphorylation (OXPHOS) and fatty acid oxidation (FAO) pathways. We hypothesized that eEF2K supports acute stress adaptation in MB by promoting OXPHOS through enhanced FAO in MB. We used MYC-amplified MB cell line D425 to generate the following series: eEF2K wildtype (WT), knockout (KO), WT eEF2K rescue and K170M (kinase dead) rescue. The effects of eEF2K inactivation on oxygen consumption, metabolic fluxes, and nutrient energy dependency were studied utilizing Seahorse and other technologies. Cell viability was assessed by Incucyte following ND of multiple nutrients and treatments with FAO pathway inhibitors (e.g. Etomoxir). NADPH/NADP+ ratios were assessed by colorimetric assays. MB cells with active eEF2K displayed increased stability of mitochondrial membrane potential, and have a higher capacity to undergo glycolysis. NADPH/NADP+ ratios were significantly decreased upon eEF2K KO, indicating that eEF2K supports NADPH oxidation homeostasis. Additionally, eEF2K expressing cells were resistant to glutamine and aspartate deprivation but sensitive to FAO inhibition, the latter of which resulted in reduced oxygen consumption and impaired proliferation. We conclude that the mRNA translation elongation regulator eEF2K is essential for effective mitochondrial respiration through FAO in MYC-overexpressing MB, potentially serving as an adaptive mechanism for cells to manage acute metabolic stress. As eEF2K activity appears critical under metabolic stress conditions, the combination of eEF2K inhibition with specific metabolic inhibitors may represent a potential therapeutic approach for MYC-driven MB.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.009
GPT teacher head0.261
Teacher spread0.252 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2025
Admission routes1
Has abstractyes

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