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Record W2886513339 · doi:10.1158/1538-7445.am2018-900

Abstract 900: Dianhydrogalactitol (VAL-083) has the potential to overcome major challenges in the treatment of DIPG

2018· article· en· W2886513339 on OpenAlexaff
Anne Steinø, Beibei Zhai, Jeffrey Bacha, Dennis Brown, Mads Daugaard, Sabine Mueller

Bibliographic record

VenueCancer Research · 2018
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsUniversity of British ColumbiaDelmar (Canada)
Fundersnot available
KeywordsTemozolomideMedicineCancer researchDNA repairRadiation therapyRegimenClinical trialCancerOncologyPharmacologyInternal medicineGliomaBiologyDNA

Abstract

fetched live from OpenAlex

Abstract Despite decades of clinical trials, children with diffuse intrinsic pontine gliomas (DIPG) continue to have a very poor prognosis and dismal survival. DIPG is inoperable and standard treatment is radiation alone. Major obstacles to the successful treatment of DIPG include 1) an intact blood brain barrier impeding drug penetration, 2) inherent tumor cell resistance mechanisms to conventional chemotherapeutics, and 3) a lack of drug-induced potentiation of radiotherapy. VAL-083 is a structurally unique bi-functional DNA targeting agent that has the potential to overcome these barriers. VAL-083 readily crosses the blood-brain barrier and accumulates in brain tumor tissue where it rapidly forms interstrand DNA crosslinks at guanine-N7, leading to persistent DNA double strand breaks, cell cycle arrest, and cancer cell death. VAL-083 has cytotoxic activity in several pediatric brain tumors as assessed in NCI-sponsored clinical trials, both as a single agent and in combination with other chemotherapeutics. We recently completed a Phase I/II clinical trial in refractory GBM and established a well-tolerated dosing regimen of VAL-083 in adult brain tumor patients. We have previously demonstrated that VAL-083 cytotoxicity is independent of both the primary, DNA repair protein O6-methylguanine DNA methyltransferase (MGMT), and the secondary, DNA mismatch repair (MMR) system, mechanisms of resistance to temozolomide (TMZ) in vitro. TMZ is commonly used in combination with radiation for the treatment of adult brain tumors but has failed to improve the effect of radiation in DIPG. Importantly, VAL-083 potentiates the effect of radiation and overcomes TMZ resistance in TMZ-resistant adult glioblastoma cancer stem cells (CSCs) and non-CSCs at concentrations that are physiologically achievable in the CNS. Additionally, VAL-083 demonstrated synergistic efficacy in prostate and lung cancer cells with topoisomerase (Topo) inhibitors camptothecin and etoposide, commonly used in the treatment of pediatric brain tumors. In conclusion, VAL-083 is able to 1) cross the blood brain barrier, 2) overcome resistance mechanisms to chemotherapeutics commonly used in the treatment of adult gliomas, and 3) potentiate the effects of radiation in adult glioma cells at physiologically achievable concentrations. Thus, VAL-083 may have the potential to overcome major challenges in DIPG treatment as a single agent, in combination with radiotherapy, or as part of a combination regimen with Topo inhibitors. In the present study, we investigated the effects of VAL-083 in combination with radiation, irinotecan (Topo 1 inhibitor), or Wee1 inhibitor AZD1775 in a panel of DIPG cell lines with varying genetic profiles. The results will provide guidance for the design of animal models studying VAL-083 treatment of DIPG, either as part of a chemo-radiation regimen or in combination with Topo or Wee1 inhibitors. Citation Format: Anne Steino, Beibei Zhai, Jeffrey A. Bacha, Dennis M. Brown, Mads Daugaard, Sabine Mueller. Dianhydrogalactitol (VAL-083) has the potential to overcome major challenges in the treatment of DIPG [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 900.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.013

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)0.0040.001

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 head0.197
GPT teacher head0.436
Teacher spread0.239 · 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 designNot applicable
Domainnot available
GenreOther

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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