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Record W2900342617 · doi:10.1093/neuonc/noy148.313

DRES-06. PREVENTING THE EMERGENCE OF TEMOZOLOMIDE RESISTANCE IN GLIOBLASTOMA BY PARP-1 INHIBITION

2018· article· en· W2900342617 on OpenAlexaff
Alice Yuan, Elizabeth A. Bering, J. Gregory Cairncross, Michael Blough

Bibliographic record

VenueNeuro-Oncology · 2018
Typearticle
Languageen
FieldMedicine
TopicCancer Treatment and Pharmacology
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsTemozolomideMSH6Cancer researchBiologyPARP inhibitorDNA repairSynthetic lethalityMSH2MethyltransferasePoly ADP ribose polymeraseMLH1DNA mismatch repairMolecular biologyGeneGeneticsMethylationPolymeraseGlioblastoma

Abstract

fetched live from OpenAlex

The DNA alkylating agent temozolomide (TMZ) is active against the subset of glioblastomas (GBMs) in which the O6-methylguanine DNA methyltransferase (MGMT) gene is silenced by promoter methylation. However, despite their initial sensitivity, virtually all MGMT-methylated tumors acquire drug resistance and regrow in patients. Previously, we tested the hypothesis that inhibiting poly(ADP-ribose) polymerase-1 (PARP-1) might increase the potency of TMZ in resistant GBMs. Our results showed that primary cell lines derived from TMZ-resistant GBMs were re-sensitized by pre-treatment with the PARP-1 inhibitor ABT-888. While PARP-1 inhibitors may be useful for treating resistant cases, we predict that greater clinical benefit can be derived from its use in sensitive cases where inhibition may prevent the emergence of resistant clones. To test this hypothesis, we established an in vitro model of inducible resistance in the MGMT-methylated, TMZ-sensitive U251N GBM cell line. In this model, prolonged treatment of the U251N line with TMZ resulted in the emergence of resistant colonies of cells with de novo alterations in DNA repair pathways. Of note, sanger sequencing and western blot analyses revealed that some resistant colonies harbored mutations in mismatch repair (MMR) genes MSH2, MSH6 and MLH1 and have reduced expression of MSH2 and MSH6. These observations are strikingly similar to the recurrent, TMZ-refractory human disease where mutations in and downregulated expression of MMR genes are frequently reported. In another set of experiments, co-treatment of the parental U251N line with TMZ and ABT-888 prevents resistant colonies from emerging. Moreover, co-treatment causes established resistant colonies to regress, suggesting that PARP-1 inhibition can target and prune the evolution of TMZ-resistant populations. In summary, this work has the potential to show that PARP-1 inhibition may prevent or delay disease progression and prolong the life of patients who inherently benefit from TMZ therapy.

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 score0.003
Threshold uncertainty score0.010

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)0.0030.001

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 head0.019
GPT teacher head0.334
Teacher spread0.314 · 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
Published2018
Admission routes1
Has abstractyes

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