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Abstract CT061: TRIDENT phase 3 study (EF-32): First-line Tumor Treating Fields (TTFields; 200 kHz) therapy concomitant with chemo-radiation, followed by maintenance TTFields/temozolomide in newly diagnosed glioblastoma

2023· article· en· W4365513174 on OpenAlexaff
Wenyin Shi, Lawrence Kleinberg, Suriya Jeyapalan, Samuel Goldlust, Seema Nagpal, Leonardo Lustgarten, Stephanie E. Combs, David Roberge, Ryo Nishikawa, David A. Reardon, Rachel Grossman, Martin Glas

Bibliographic record

VenueCancer Research · 2023
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsMedicineConcomitantTemozolomideInternal medicineRadiation therapyOncologyAdverse effectPhases of clinical researchSurgeryClinical trial

Abstract

fetched live from OpenAlex

Abstract Background: Tumor Treating Fields (TTFields) therapy is a loco-regional, noninvasive treatment approved for newly diagnosed (nd)/recurrent (r) glioblastoma (GBM) and mesothelioma. Approval for ndGBM was based on the pivotal phase 3 EF-14 study where TTFields therapy/temozolomide (TMZ), administered in the adjuvant setting, significantly improved PFS and OS vs TMZ monotherapy. TTFields therapy-related adverse events (AEs) were mostly mild-to-moderate skin reactions, with no evidence of TTFields therapy-related systemic toxicity. Radiotherapy (RT) concomitant with TTFields therapy demonstrated an increased therapeutic effect in preclinical models. Supplementary evidence from two pilot phase 2 studies demonstrated that concomitant administration of TTFields therapy with standard of care RT/TMZ was feasible and well-tolerated. Here we present a phase 3 study examining the efficacy and safety of TTFields therapy concomitant with RT/TMZ in patients with ndGBM. Materials and Methods: TRIDENT (EF-32; NCT04471844) is a global, randomized, phase 3 study of patients ≥18 years of age (≥22 years in the US) with histologically confirmed ndGBM, ≥3 months life expectancy, ≥70 Karnofsky Performance Status, and adequate organ function. Patients will be stratified by the extent of resection and methylation status of the MGMT promoter. Approximately 950 patients will be assigned 1:1 to continuous TTFields therapy (200 kHz, ≥18 h/day) concomitant with RT/TMZ (experimental arm) or RT/TMZ alone (control arm). Patients will first receive 6 weeks of experimental or control therapy, TTFields therapy will then be added to the control group and all patients will receive 6 cycles of maintenance TMZ and continuous TTFields therapy. Once initiated, TTFields therapy use will continue until second disease progression (PFS2) or until 24 months (if clinically able) from the time of randomization. The primary endpoint is median OS; secondary endpoints include 1- and 2- year OS rates, PFS, 6- and 12-month PFS rates, and PFS2 (all per Response Assessment in Neuro-Oncology [RANO]), overall radiological response (per RANO), severity and frequency of AEs, quality of life (QoL; per European Organisation for Research and Treatment of Cancer QoL Questionnaires), neurological function (per Neurological Assessment in Neuro-Oncology scale), and tumor pathology post study treatments (when available). The ability of TTFields therapy to prolong OS in a dose-dependent manner is an exploratory endpoint. The primary endpoint is based on the hypothesis that TTFields therapy/RT/TMZ can significantly improve OS (vs RT/TMZ) and will be tested using a stratified log-rank test. The sample size is calculated for a hazard ratio of <0.8 with a 5% type I error. The study is expected to enroll patients at 150 sites and is currently open in nine countries. Citation Format: Wenyin Shi, Lawrence Kleinberg, Suriya A. Jeyapalan, Samuel A. Goldlust, Seema Nagpal, Leonardo Lustgarten, Stephanie E. Combs, David Roberge, Ryo Nishikawa, David Reardon, Rachel Grossman, Martin Glas. TRIDENT phase 3 study (EF-32): First-line Tumor Treating Fields (TTFields; 200 kHz) therapy concomitant with chemo-radiation, followed by maintenance TTFields/temozolomide in newly diagnosed glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 2 (Clinical Trials and Late-Breaking Research); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(8_Suppl):Abstract nr CT061.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.050
GPT teacher head0.397
Teacher spread0.347 · 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 designNon-randomized trial
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

Citations4
Published2023
Admission routes1
Has abstractyes

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