MétaCan
Menu
Back to cohort
Record W2886354473 · doi:10.1158/1538-7445.am2018-1962

Abstract 1962: Dianhydrogalactitol (VAL-083) has a distinct mechanism of action that suggests combination with PARP inhibitors as an effective therapeutic strategy

2018· article· en· W2886354473 on OpenAlexaff
Jeffrey Bacha, Guangan He, Anne Steinø, Dennis Brown, Zahid H. Siddik

Bibliographic record

VenueCancer Research · 2018
Typearticle
Languageen
FieldMedicine
TopicCancer-related Molecular Pathways
Canadian institutionsDelmar (Canada)
Fundersnot available
KeywordsCisplatinDNA repairCancer researchDNA damageOvarian cancerHomologous recombinationCancerCell cycle checkpointRAD51Poly ADP ribose polymeraseBiologyChemistryChemotherapyCell cycleDNAGeneticsPolymerase

Abstract

fetched live from OpenAlex

Abstract Ovarian cancer is usually treated with platinum (Pt)-based chemotherapy, but patients frequently develop Pt-resistance. Dysfunctional p53 is implicated in Pt-resistance, comprising a therapeutic challenge in high grade serous ovarian cancer (HGSOC), where p53 is 96% mutated. Attempts to overcome Pt-resistance in HGSOC include agents blocking the DNA repair pathways, most notably the PARP inhibitors (PARPi), leading to accumulation of DNA double strand breaks (DSBs) and cancer cell death. However, PARPi resistance often arises, leading to a 5-year survival rate of 40% in HGSOC. VAL-083 is a first-in-class DNA damaging agent with demonstrated clinical activity against a range of tumors, including ovarian. VAL-083 rapidly induces interstrand cross-links at guanine-N7 leading to DSBs, activation of the homologous recombination (HR) DNA repair pathway, S/G2 cell cycle arrest and cancer cell death. Notably, VAL-083 induces cell death through two parallel pathways; one p53-independent and one p53-dependent. We have shown that VAL-083 is able to overcome cisplatin resistance in a panel of ovarian cancer cells, independent of p53 status. We have also shown that VAL-083 maintains activity independent of DNA repair mechanisms such as O6-methylguanine DNA methyltransferase (MGMT), non-homologous end-joining (NHEJ) and mismatch repair (MMR), implicated in resistance to chemotherapeutics, including cisplatin and PARPi. Cancer cells thus rely heavily on functional HR for repair of VAL-083-induced DSBs, proposing combination therapy with agents further inducing DSBs or blocking their repair, including PARPi. Taken together, these data propose VAL-083 for treatment of Pt-resistant HGSOC and for combination therapy with PARPi. Here, we study the cytotoxicity of VAL-083 in combination with PARPi (olaparib, niraparib, rucaparib, veliparib or talazoparib) against HR-proficient and HR-impaired ovarian cancer cells, the impact of p53 status and Pt-resistance. VAL-083 cytotoxicity alone and in combination with PARPi was investigated using the MTT assay in HR-proficient and HR-impaired A2780 ovarian cancer cells. The impact of p53 status was studied by CRISPR/cas 9 knockout of p53 in wildtype A2780 cells and in a panel of p53-mutated ovarian cancer cells. We report increased VAL-083 cytotoxicity against HR-impaired A2780 cells. We further report superadditivity in both HR-proficient and HR-deficient A2780 cells between VAL-083 and olaparib, niraparib, talazoparib or rucaparib. In conclusion, our results demonstrated a distinct DNA damaging mechanism for VAL-083, resulting in the ability to overcome Pt-resistance, target HR-impaired tumors and overcome MGMT, MMR and NHEJ-related chemoresistance. In addition, VAL-083 activity was independent of p53 status and superadditive with PARPi in HR-proficient and HR-deficient A2780 tumor cells. Citation Format: Jeffrey A. Bacha, Guangan He, Anne Steino, Dennis M. Brown, Zahid H. Siddik. Dianhydrogalactitol (VAL-083) has a distinct mechanism of action that suggests combination with PARP inhibitors as an effective therapeutic strategy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1962.

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 score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
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)0.0040.001

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 head0.088
GPT teacher head0.400
Teacher spread0.312 · 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

Explore more

Same venueCancer ResearchSame topicCancer-related Molecular PathwaysFrench-language works237,207