Anistropically varying conductivity in irreversible electroporation simulations.

Q1 Mathematics
Nicholas Labarbera, Corina Drapaca
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引用次数: 4

Abstract

Background: One recent area of cancer research is irreversible electroporation (IRE). Irreversible electroporation is a minimally invasive procedure where needle electrodes are inserted into the body to ablate tumor cells with electricity. The aim of this paper is to propose a mathematical model that incorporates a tissue's conductivity increasing more in the direction of the electrical field as this has been shown to occur in experiments.

Method: It was necessary to mathematically derive a valid form of the conductivity tensor such that it is dependent on the electrical field direction and can be easily implemented into numerical software. The derivation of a conductivity tensor that can take arbitrary functions for the conductivity in the directions tangent and normal to the electrical field is the main contribution of this paper. Numerical simulations were performed for isotropic-varying and anisotropic-varying conductivities to evaluate the importance of including the electrical field's direction in the formulation for conductivity.

Results: By starting from previously published experimental results, this paper derived a general formulation for an anistropic-varying tensor for implementation into irreversible electroporation modeling software. The anistropic-varying tensor formulation allows the conductivity to take into consideration both electrical field direction and magnitude, as opposed to previous published works that only took into account electrical field magnitude. The anisotropic formulation predicts roughly a five percent decrease in ablation size for the monopolar simulation and approximately a ten percent decrease in ablation size for the bipolar simulations. This is a positive result as previously reported results found the isotropic formulation to overpredict ablation size for both monopolar and bipolar simulations. Furthermore, it was also reported that the isotropic formulation overpredicts the ablation size more for the bipolar case than the monopolar case. Thus, our results are following the experimental trend by having a larger percentage change in volume for the bipolar case than the monopolar case.

Conclusions: The predicted volume of ablated cells decreased, and could be a possible explanation for the slight over-prediction seen by isotropic-varying formulations.

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不可逆电穿孔模拟中电导率的各向异性变化。
背景:最近癌症研究的一个领域是不可逆电穿孔(IRE)。不可逆电穿孔是一种微创手术,将电极针插入体内,用电消融肿瘤细胞。本文的目的是提出一个数学模型,该模型包含组织的电导率在电场方向上增加更多,因为这已经在实验中被证明是发生的。方法:有必要从数学上推导出电导率张量的有效形式,使其依赖于电场方向,并易于在数值软件中实现。本文的主要贡献是推导出一个电导率张量,该张量可以取电导率在电场正切方向和法向方向上的任意函数。对各向同性和各向异性的电导率进行了数值模拟,以评估在电导率公式中包括电场方向的重要性。结果:本文从先前发表的实验结果出发,推导出了用于不可逆电穿孔建模软件的各向异性变张量的一般公式。各向异性变张量公式允许电导率同时考虑电场方向和大小,而不是之前发表的只考虑电场大小的作品。各向异性公式预测单极模拟的烧蚀尺寸大约减少5%,双极模拟的烧蚀尺寸大约减少10%。这是一个积极的结果,因为先前报道的结果发现各向同性公式高估了单极和双极模拟的烧蚀尺寸。此外,也有报道称,各向同性公式高估了双极病例的消融大小,而不是单极病例。因此,我们的结果遵循实验趋势,双极病例比单极病例的体积变化百分比更大。结论:消融细胞的预测体积减小,这可能是各向同性变化配方的轻微过度预测的可能解释。
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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
自引率
0.00%
发文量
0
审稿时长
6-12 weeks
期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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