Predictive therapeutic planning for irreversible electroporation treatment of spontaneous malignant glioma

被引:49
作者
Garcia, Paulo A. [1 ,2 ]
Kos, Bor [3 ]
Rossmeisl, John H., Jr. [1 ,4 ,5 ]
Pavliha, Denis [3 ]
Miklavcic, Damijan [3 ]
Davalos, Rafael V. [1 ]
机构
[1] Wake Forest Univ, Sch Biomed Engn & Sci, Virginia Tech, Blacksburg, VA 24061 USA
[2] MIT, Dept Mech Engn, Lab Energy & Microsyst Innovat, Cambridge, MA 02139 USA
[3] Univ Ljubljana, Fac Elect Engn, Trzaska 25, Ljubljana 1000, Slovenia
[4] Virginia Maryland Reg Coll Vet Med, Dept Small Anim Clin Sci, Blacksburg, VA 24060 USA
[5] Virginia Maryland Reg Coll Vet Med, Vet & Comparat Neurooncol Lab, Blacksburg, VA 24060 USA
基金
美国国家科学基金会;
关键词
brain tumor; minimally invasive; neurosurgery; pulsed electric fields; treatment planning; ELECTRIC-FIELD DISTRIBUTION; TECHNOLOGICAL APPROACH; PULSE AMPLITUDE; MODEL; TUMOR; GENE; ELECTROCHEMOTHERAPY; SYSTEM; SAFETY; ELECTROTRANSFER;
D O I
10.1002/mp.12401
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: Irreversible electroporation (IRE) has been developed as a promising minimally invasive treatment to ablate spontaneous brain tumors with pulsed electric fields in canine patients. The purpose of the study is to determine the Peleg-Fermi parameters needed to incorporate pulse number and pulse duration into the therapeutic planning of IRE. Methods: Seven canine patients were treated with IRE for spontaneous malignant glioma with MRIbased treatment planning. The treatment planning method consists of building patient-specific finite element models and using them to compute electric fields used in the IRE treatment. We evaluate the predictive power of tumor coverage with electric field alone vs. cell kill probability using radiographically confirmed clinical outcomes. Results: Results of post-treatment diagnostic imaging, tumor biopsies, and neurological examinations indicated successful tumor ablation without significant direct neurotoxicity in six of the seven dogs. Objective tumor responses were seen in four (80%) of five dogs with quantifiable target lesions according to RANO criteria. Two dogs experienced survivals in excess of 1 yr, including one dog that resulted in complete response to IRE treatment for 5+ years to date. Tumor fraction exposed to electric field over 600 V/cm was between 0.08 and 0.73, while tumor fraction exposed to electric field over 300 V/cm was between 0.17 and 0.95. Probability of cell kill of >= 90% was found in tumor volume fractions between 0.21 and 0.99. Conclusions: We conclude that IRE is a safe and effective minimally invasive treatment for malignant glioma and can be predicted with the Peleg-Fermi cell kill probability function. A tumor coverage of >= 0.9 at a cell kill probability >= 90% can be used to guide IRE treatments of spontaneous malignant glioma based on the radiographically confirmed clinical outcomes achieved. (C) 2017 The Authors. Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine.
引用
收藏
页码:4968 / 4980
页数:13
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