Deep Brain Ultrasound Ablation Thermal Dose Modeling with in Vivo Experimental Validation

Zhanyue Zhao, Benjamin Szewczyk, Matthew Tarasek, Charles Bales, Yang Wang, Ming Liu, Yiwei Jiang, Chitresh Bhushan, Eric Fiveland, Zahabiya Campwala, Rachel Trowbridge, Phillip M. Johansen, Zachary Olmsted, Goutam Ghoshal, Tamas Heffter, Katie Gandomi, Farid Tavakkolmoghaddam, Christopher Nycz, Erin Jeannotte, Shweta Mane, Julia Nalwalk, E. Clif Burdette, Jiang Qian, Desmond Yeo, Julie Pilitsis, Gregory S. Fischer
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Abstract

Intracorporeal needle-based therapeutic ultrasound (NBTU) is a minimally invasive option for intervening in malignant brain tumors, commonly used in thermal ablation procedures. This technique is suitable for both primary and metastatic cancers, utilizing a high-frequency alternating electric field (up to 10 MHz) to excite a piezoelectric transducer. The resulting rapid deformation of the transducer produces an acoustic wave that propagates through tissue, leading to localized high-temperature heating at the target tumor site and inducing rapid cell death. To optimize the design of NBTU transducers for thermal dose delivery during treatment, numerical modeling of the acoustic pressure field generated by the deforming piezoelectric transducer is frequently employed. The bioheat transfer process generated by the input pressure field is used to track the thermal propagation of the applicator over time. Magnetic resonance thermal imaging (MRTI) can be used to experimentally validate these models. Validation results using MRTI demonstrated the feasibility of this model, showing a consistent thermal propagation pattern. However, a thermal damage isodose map is more advantageous for evaluating therapeutic efficacy. To achieve a more accurate simulation based on the actual brain tissue environment, a new finite element method (FEM) simulation with enhanced damage evaluation capabilities was conducted. The results showed that the highest temperature and ablated volume differed between experimental and simulation results by 2.1884{\deg}C (3.71%) and 0.0631 cm$^3$ (5.74%), respectively. The lowest Pearson correlation coefficient (PCC) for peak temperature was 0.7117, and the lowest Dice coefficient for the ablated area was 0.7021, indicating a good agreement in accuracy between simulation and experiment.
脑深部超声消融热剂量模型与体内实验验证
体腔内针基治疗超声(NBTU)是干预恶性脑肿瘤的一种微创选择,常用于热消融手术。这种技术适用于原发性和转移性癌症,利用高频交变电场(高达 10 兆赫)来激发压电换能器。换能器的快速变形产生声波,声波通过组织传播,导致靶肿瘤部位局部高温加热,诱导细胞快速死亡。为了优化 NBTU 换能器的设计,以便在治疗过程中输送热剂量,通常会对变形压电换能器产生的声压场进行数值建模。输入压力场产生的生物热传递过程用于跟踪涂抹器的热传播时间。磁共振热成像(MRTI)可用于实验验证这些模型。使用磁共振热成像的验证结果表明了该模型的可行性,显示了一致的热传播模式。然而,热损伤等剂量图更有利于评估疗效。为了在实际脑组织环境的基础上实现更精确的模拟,我们采用了一种新的有限元法(FEM)模拟,并增强了损伤评估功能。结果表明,实验和模拟结果的最高温度和烧蚀体积分别相差 2.1884{deg}C (3.71%) 和 0.0631 cm$^3$ (5.74%)。峰值温度的最低皮尔逊相关系数(PCC)为 0.7117,烧蚀面积的最低狄斯系数为 0.7021,表明模拟与实验的精确度相当一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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