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Record W3097486607 · doi:10.1182/blood-2020-137658

<i>TET2</i> and <i>DNMT3A</i> Mutations Exert Divergent Effects on DNA Repair and Sensitivity of Leukemia Cells to PARP Inhibitors

2020· article· en· W3097486607 on OpenAlexaff
Silvia Maifrede, Bac Viet Le, Margaret Nieborowska-Skorska, Konstantin Golovine, Katherine Sullivan-Reed, Wangisa M.B. Dunuwille, Joseph Nacson, Michael Hulse, Lisa Beatrice Caruso, Zachary Gazze, Zhaorui Lian, Antonella Padella, Kumaraswamy Naidu Chitrala, Boris Bartholdy, Ksenia Matlawska‐Wasowska, Daniela Di Marcantonio, Giorgia Simonetti, Georg Greiner, Stephen M. Sykes, Peter Valent, Elisabeth Paietta, Hugo F. Fernández, Martin S. Tallman, Mark R. Litzow, Mark D. Minden, Jian Huang, Giovanni Martinelli, George S. Vassiliou, Italo Tempera, Katarzyna Piwocka, Neil Johnson, Grant A. Challen, Tomasz Skórski

Bibliographic record

VenueBlood · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEpigenetics and DNA Methylation
Canadian institutionsPrincess Margaret Cancer CentreUniversity Health Network
Fundersnot available
KeywordsBiologyDNA repairEpigeneticsDNA methylationMutationDNA damageKu80Cancer researchHomologous recombinationHaematopoiesisGeneticsDNAMolecular biologyCell biologyGeneStem cellDNA-binding proteinGene expressionTranscription factor

Abstract

fetched live from OpenAlex

Somatic variants in TET2 and DNMT3A are founding mutations in hematological malignancies that both affect the epigenetic regulation of DNA methylation. Although the proteins antagonistically regulate the epigenetic mark of 5-methylcytosine (5-mC), where DNMT3A catalyzes addition of 5-mC while TET2 oxidizes 5-mC as a first step in DNA demethylation, mutations in both genes appear in a similar spectrum of human hematopoietic malignancies. Mutations in both genes often co-occur with activating mutations in oncogenic tyrosine kinases (OTKs) such as FLT3ITD, BCR-ABL1, JAK2V617F, MPLW515L or mutations affecting related signaling pathways such as NRASG12D and CALRdel52. Moreover, while the mutations exert divergent effect on primitive hematopoietic progenitor cells, they lead to similar disease phenotypes, suggesting the roles of these mutations in hematopoietic malignancies may relate to mechanisms outside of DNA methylation. OTK-positive malignant cells accumulate high numbers of spontaneous and drug-induced DNA double-strand breaks (DSBs) in comparison to normal cells, but they manage to survive because of their enhanced/altered ability to repair these breaks. DSBs, the most lethal DNA lesions, are repaired by two major mechanisms, BRCA1/2-dependent homologous recombination (HR) and DNA-PK -mediated non-homologous end-joining (D-NHEJ). Both HR and D-NHEJ repair DSBs in proliferating cells, while D-NHEJ plays a major role in quiescent cells. PARP1 -dependent alternative NHEJ (Alt-NHEJ) serves as back-up in both proliferating and quiescent cells. The existence of these redundant pathways creates the opportunity to employ a phenomenon called "synthetic lethality", which was originally applied to eliminate cancer cells with mutations in BRCA1 and BRCA2 by PARP inhibitor (PARPi). Our previous report [M. Nieborowska-Skorska et al., Gene expression and mutation-guided synthetic lethality eradicates proliferating and quiescent leukemia cells. J Clin Invest 127, 2392-2406 (2017)] suggested that certain leukemias are sensitive to PARPi-triggered synthetic lethality. Here we show that TET2 and DNMT3A mutations exert divergent roles in regulating DNA repair activities in leukemia cells expressing OTKs. Malignant TET2-deficient cells display downregulation of BRCA1 and LIG4 resulting in reduced activity of HR and D-NHEJ, respectively, and rely on Alt-NHEJ to protect them from the toxic effects of replication stress and drug-induced DSBs. Conversely, DNMT3A-deficient cells favor HR/D-NHEJ owing to downregulation of PARP1 and reduction of Alt-NHEJ. Consequently, malignant TET2-deficient cells are sensitive to PARPi treatment in vitro and in vivo, whereas DNMT3A-deficient cells were resistant. Disruption of TET2 dioxygenase activity and/or TET2 - Wilms tumor 1 (WT1) binding ability were responsible for DNA repair defects and sensitivity to PARPi associated with TET2 deficiency. Moreover, mutation or deletion of WT1 mimicked the effect of TET2 mutation on DSB repair activity and sensitivity to PARPi. Our findings reveal that TET2 and WT1 mutations may serve as biomarkers of synthetic lethality triggered by PARPi, which should be explored therapeutically. Disclosures Valent: Allcyte GmbH: Research Funding; Pfizer: Honoraria; Cellgene: Honoraria, Research Funding. Tallman:Abbvie: Research Funding; Cellerant: Research Funding; Orsenix: Research Funding; ADC Therapeutics: Research Funding; BioSight: Membership on an entity's Board of Directors or advisory committees, Research Funding; Glycomimetics: Research Funding; Rafael: Research Funding; Amgen: Research Funding; Bioline rx: Membership on an entity's Board of Directors or advisory committees; Daiichi-Sankyo: Membership on an entity's Board of Directors or advisory committees; KAHR: Membership on an entity's Board of Directors or advisory committees; Rigel: Membership on an entity's Board of Directors or advisory committees; Delta Fly Pharma: Membership on an entity's Board of Directors or advisory committees; Oncolyze: Membership on an entity's Board of Directors or advisory committees; Jazz Pharma: Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees; UpToDate: Patents & Royalties. Martinelli:Roche: Consultancy; Pfizer: Consultancy, Research Funding, Speakers Bureau; Incyte: Consultancy; Jazz: Consultancy; Janssen: Consultancy; Daichii Sankyo: Consultancy, Research Funding; Celgene: Consultancy, Speakers Bureau; Amgen: Consultancy; AbbVie: Consultancy, Research Funding. Vassiliou:Kymab Ltd - Monoclonal antibody company. Currently not working in myeloid cancers or clonal haematopoiesis.: Consultancy.

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 score0.006

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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.006
GPT teacher head0.208
Teacher spread0.202 · 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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