The electric field distribution in the brain during TTFields therapy and its dependence on tissue dielectric properties and anatomy: a computational study

被引:79
作者
Wenger, Cornelia [1 ]
Salvador, Ricardo [1 ]
Basser, Peter J. [2 ]
Miranda, Pedro C. [1 ]
机构
[1] Univ Lisbon, Fac Ciencias, Inst Biophys & Biomed Engn, P-1749016 Lisbon, Portugal
[2] NICHD, NIH, Bethesda, MD 20892 USA
关键词
tumor treating fields; realistic human head model; anisotropic conductivity tensor; sensitivity analysis; finite element model; WHITE-MATTER; ANISOTROPIC CONDUCTIVITY; NOVOTTF-100A; STIMULATION; IMPEDANCE; PERMITTIVITY; GLIOBLASTOMA; RESISTANCE; SPECTRUM; MODELS;
D O I
10.1088/0031-9155/60/18/7339
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Tumor treating fields (TTFields) are a non-invasive, anti-mitotic and approved treatment for recurrent glioblastoma multiforme (GBM) patients. In vitro studies have shown that inhibition of cell division in glioma is achieved when the applied alternating electric field has a frequency in the range of 200 kHz and an amplitude of 1-3 V cm(-1). Our aim is to calculate the electric field distribution in the brain during TTFields therapy and to investigate the dependence of these predictions on the heterogeneous, anisotropic dielectric properties used in the computational model. A realistic head model was developed by segmenting MR images and by incorporating anisotropic conductivity values for the brain tissues. The finite element method (FEM) was used to solve for the electric potential within a volume mesh that consisted of the head tissues, a virtual lesion with an active tumour shell surrounding a necrotic core, and the transducer arrays. The induced electric field distribution is highly non-uniform. Average field strength values are slightly higher in the tumour when incorporating anisotropy, by about 10% or less. A sensitivity analysis with respect to the conductivity and permittivity of head tissues shows a variation in field strength of less than 42% in brain parenchyma and in the tumour, for values within the ranges reported in the literature. Comparing results to a previously developed head model suggests significant inter-subject variability. This modelling study predicts that during treatment with TTFields the electric field in the tumour exceeds 1 V cm(-1), independent of modelling assumptions. In the future, computational models may be useful to optimize delivery of TTFields.
引用
收藏
页码:7339 / 7357
页数:19
相关论文
共 52 条
[1]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267
[2]   The electrical conductivity of human cerebrospinal fluid at body temperature [J].
Baumann, SB ;
Wozny, DR ;
Kelly, SK ;
Meno, FM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1997, 44 (03) :220-223
[3]  
Burger HC, 1943, ACTA MED SCAND, V114, P584
[4]   The electric field in the cortex during transcranial current stimulation [J].
Cavaleiro Miranda, Pedro ;
Mekonnen, Abeye ;
Salvador, Ricardo ;
Ruffmi, Giulio .
NEUROIMAGE, 2013, 70 :48-58
[5]   The electrical conductivity of animal tissues under normal and pathological conditions [J].
Crile, GW ;
Hosmer, HR ;
Rowland, AF .
AMERICAN JOURNAL OF PHYSIOLOGY, 1922, 60 (01) :59-106
[6]   CORRELATION BETWEEN LOW-FREQUENCY ELECTRIC-CONDUCTIVITY AND PERMITTIVITY IN THE DIAPHYSIS OF BOVINE FEMORAL BONE [J].
DEMERCATO, G ;
SANCHEZ, FJG .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1992, 39 (05) :523-526
[7]   Physiological and modeling evidence for focal transcranial electrical brain stimulation in humans: A basis for high-definition tDCS [J].
Edwards, Dylan ;
Cortes, Mar ;
Datta, Abhishek ;
Minhas, Preet ;
Wassermann, Eric M. ;
Bikson, Marom .
NEUROIMAGE, 2013, 74 :266-275
[8]   NovoTTF-100A: a new treatment modality for recurrent glioblastoma [J].
Fonkem, Ekokobe ;
Wong, Eric T. .
EXPERT REVIEW OF NEUROTHERAPEUTICS, 2012, 12 (08) :895-899
[9]   SOME RELATIONS BETWEEN RESISTIVITY AND ELECTRICAL ACTIVITY IN THE CEREBRAL CORTEX OF THE CAT [J].
FREYGANG, WH ;
LANDAU, WM .
JOURNAL OF CELLULAR AND COMPARATIVE PHYSIOLOGY, 1955, 45 (03) :377-392
[10]   Electrical conductivity of tissue at frequencies below 1 MHz [J].
Gabriel, C. ;
Peyman, A. ;
Grant, E. H. .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (16) :4863-4878