Correlation of Tumor Treating Fields Dosimetry to Survival Outcomes in Newly Diagnosed Glioblastoma: A Large-Scale Numerical Simulation-Based Analysis of Data from the Phase 3 EF-14 Randomized Trial
Matthew T Ballo, Noa Urman, Gitit Lavy-Shahaf, Jai Grewal, Ze'ev Bomzon, Steven Toms, Matthew T Ballo, Noa Urman, Gitit Lavy-Shahaf, Jai Grewal, Ze'ev Bomzon, Steven Toms
Abstract
Introduction: Tumor Treating Fields (TTFields) are approved for glioblastoma based on improved overall survival (OS) and progression-free survival (PFS) in the phase 3 EF-14 trial of newly diagnosed glioblastoma. To test the hypothesis that increasing TTFields dose at the tumor site improves patient outcomes, we performed a simulation-based study investigating the association between TTFields dose and survival (OS and PFS) in patients treated with TTFields in EF-14.
Methods and materials: EF-14 patient cases (N = 340) were included. Realistic head models were derived from T1-contrast images captured at baseline. The transducer array layout on each patient was obtained from EF-14 records; average compliance (fraction of time patient was on active treatment) and average electrical current delivered to the patient were derived from log files of the TTFields devices used by patients. TTFields intensity distributions and power densities were calculated using the finite element method. Local minimum dose density (LMiDD) was defined as the product of TTFields intensity, tissue-specific conductivities, and patient compliance. The average LMiDD within a tumor bed comprising the gross tumor volume and the 3-mm-wide peritumoral boundary zone was calculated.
Results: The median OS and PFS were significantly longer when the average LMiDD in the tumor bed was ≥0.77 mW/cm3: OS was 25.2 versus 20.4 months (P = .003, hazard ratio [HR] = 0.611) and PFS was 8.5 versus 6.7 months (P = .02, HR = 0.699). The median OS and PFS were longer when the average TTFields intensity was >1.06 V/cm: OS was 24.3 versus 21.6 months (P = .03, HR = 0.705) and PFS was 8.1 versus 7.9 months (P = .03, HR = 0.721).
Conclusions: In this study we present the first reported analysis demonstrating patient-level dose responses to TTFields. We provide a rigorous definition for TTFields dose and set a conceptual framework for future work on TTFields dosimetry and treatment planning.
Trial registration: ClinicalTrials.gov NCT00916409.
Copyright © 2019 The Author(s). Published by Elsevier Inc. All rights reserved.
Source: PubMed