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Record W3081837099 · doi:10.1158/1538-7445.am2020-3784

Abstract 3784: The metabolic enzyme Hexokinase 2 localizes to the nucleus and regulates stemness in AML through a kinase independent mechanism

2020· article· en· W3081837099 on OpenAlexaff
Grace Egan, Geethu Emily Thomas, Parasvi S. Patel, J Chin, Aaron Botham, Rose Hurren, Neil MacLean, Razqallah Hakem, Aaron D. Schimmer

Bibliographic record

VenueCancer Research · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Hypoxia, and Metabolism
Canadian institutionsPrincess Margaret Cancer CentreHospital for Sick Children
Fundersnot available
KeywordsStem cellBiologyClonogenic assayCancer stem cellPyruvate kinaseCell biologyCancer researchMolecular biologyBiochemistryGlycolysisCellEnzyme

Abstract

fetched live from OpenAlex

Abstract Leukemia stem cells are responsible for the initiation and recurrence of AML. Cell differentiation requires the coordination of metabolic state and gene expression programs. It is known that metabolic intermediates can serve as cofactors in epigenetic modifications in the nucleus. Whether metabolic enzymes can directly localize to the nucleus, influence gene expression and regulate stemness in AML is unknown. To identify mitochondrial metabolic enzymes that localize to the nucleus of stem cells we analyzed stem and bulk fractions of 8227 leukemia cells, which are arranged in a hierarchy with functionally defined stem cells in the CD34+CD38- fraction. Hexokinase 2 (HK2) was detected in the nuclear fraction of 8227 cells and nuclear HK2 was increased in 8227 stem cells compared to bulk cells. Conversely, the metabolic enzymes aconitase, citrate synthesase, enolase, fumarase, GAPDH, glucose-6-phosphate isomerase, phosphofructokinase, pyruvate kinase and succinate dehydrogenase A were not detectable in the nuclear fraction of either stem or bulk cells. We confirmed that HK2 was present in the nuclear fraction of OCI-AML2, NB4, HL60 and TEX AML cell lines and 7/9 primary patient samples. To determine whether nuclear HK2 was functionally important for AML stem cells, we overexpressed HK2 tagged with a nuclear localizing sequence (PAAKRVKLD). Over-expression of nuclear localized HK2 enhanced clonogenic growth and engraftment into immune deficient mice. Likewise, over-expression of nuclear localized HK2 blocked differentiation after treatment with all-trans retinoic acid (ATRA). Next, we investigated whether the kinase activity of HK2 was necessary for its nuclear effects on AML stemness and differentiation. We generated a kinase dead mutant of HK2 (D209A, D657A) tagged with a nuclear localizing signal (PAAKRVKLD). Over-expression of nuclear-localized kinase dead HK2 exerted a similar phenotype to overexpressed nuclear HK2 without manipulation of the kinase domain as it enhanced clonogenic growth and blocked cell differentiation after ATRA treatment. To understand the mechanism by which nuclear HK2 influenced AML stemness, we identified proteins that interacted with nuclear HK2 using proximity-dependent biotin labeling (BioID) and mass spectrometry. Proteins involved in DNA damage repair and chromatin remodeling were identified, including exonuclease 3′-5′ domain-containing 2 (EXD2), sirtuin 1 (SIRT1), E3 ubiquitin-protein ligase (URB5) and tyrosyl-DNA phosphodiesterase 2 (TDP2). Thus, our data suggest that nuclear HK2 influences DNA repair, which has been linked to stemness and differentiation. In support of this hypothesis, we identified a PAR binding motif in HK2 and over-expression of nuclear HK2 conferred resistance to the PARP inhibitor, olaparib. In summary, HK2 localizes to the nucleus in AML stem cells and maintains stemness. These effects are independent of its kinase activity. Rather, HK2 may regulate DNA damage repair through a PAR dependent mechanism. Thus, we have identified a new role for metabolic enzymes in the regulation of stemness and differentiation. Citation Format: Grace Egan, Geethu E. Thomas, Parasvi S. Patel, Jordan Chin, Aaron Botham, Rose Hurren, Neil MacLean, Razq Hakem, Aaron D. Schimmer. The metabolic enzyme Hexokinase 2 localizes to the nucleus and regulates stemness in AML through a kinase independent mechanism [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 3784.

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 score0.004
Threshold uncertainty score0.012

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)0.0040.001

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 head0.052
GPT teacher head0.345
Teacher spread0.293 · 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

Citations1
Published2020
Admission routes1
Has abstractyes

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