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

被引:80
作者
Ballo, Matthew T. [1 ]
Urman, Noa [2 ]
Lavy-Shahaf, Gitit [2 ]
Grewal, Jai [3 ]
Bomzon, Ze'ev [2 ]
Toms, Steven [4 ,5 ]
机构
[1] West Canc Ctr, Dept Radiat Oncol, 7945 Wolf River Blvd, Germantown, TN 38138 USA
[2] Novocure Ltd, Haifa, Israel
[3] Novocure Inc, Portsmouth, NH USA
[4] Brown Univ, Warren Alpert Med Sch, Providence, RI 02912 USA
[5] Lifespan Hlth Syst, Providence, RI USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2019年 / 104卷 / 05期
关键词
RADIOTHERAPY; TEMOZOLOMIDE; MODELS;
D O I
10.1016/j.ijrobp.2019.04.008
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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/cm(3) : 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. (C) 2019 The Author(s). Published by Elsevier Inc.
引用
收藏
页码:1106 / 1113
页数:8
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