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用于聚焦式乳腺癌治疗的微波热疗系统优化:一项使用逼真数字乳腺模型的研究

Optimization of microwave hyperthermia system for focused breast cancer treatment: A study using realistic digital breast phantoms.

作者信息

Acar Burak, Yilmaz Tuba, Yapar Ali

机构信息

Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey.

出版信息

Med Phys. 2025 Jun;52(6):3557-3569. doi: 10.1002/mp.17836. Epub 2025 Apr 24.

Abstract

BACKGROUND

Microwave breast hyperthermia is a noninvasive treatment method for breast cancer that utilizes microwave energy (ME) sources to raise tissue temperatures above 42 , inducing tumor cell necrosis. The efficiency of ME deposition depends on the electric field magnitude and tissue conductivity, with antenna phase and amplitude adjustments used to maximize the electric field magnitude within tumors. Achieving precise ME focusing in the complex and heterogeneous breast tissue is challenging and can lead to unwanted hot spots in normal tissue. This study presents a novel method for optimizing ME focusing on the center of target tumors, using a simplified calculation of antenna phases, heuristic optimization for antenna amplitudes, and realistic breast phantoms for performance evaluation.

PURPOSE

In this work, we propose an approach to optimize the microwave hyperthermia system, employing phase and amplitude modulation techniques to concentrate the electric field at the center of a malignant tumor within a breast medium. The approach uses line sources arranged in a circular pattern around realistic breast models. The method begins by determining the phase, followed by adjusting the amplitudes of each source in order to maximize the total electric field at the tumor's center. The goal is to maximize the electric field at the tumor center while minimizing the optimization cost and complexity.

METHODS

Simulations are performed at 4 GHz frequency using two different types of digital breast phantoms (fatty and dense breasts) as test beds. The algorithm is tested by using three quantities; that is, the electric field distribution, the power density distribution, and the temperature distribution inside the whole breast region. The electric field and power density are calculated using an in-house method of moments (MoM) algorithm, while the temperature distributions are obtained with computer simulation technology (CST) software. To further evaluate the method with quantitative measures of success, thermal indices are calculated for each phantom and method.

RESULTS

The specific absorbtion rate (SAR) results and corresponding temperature distributions for each breast type and optimization demonstrate that effective focusing is achieved in both cases. However, the combined phase-amplitude optimization provides more precise focusing by eliminating hot spots. Among thermal indices, the TC75 and T90 values obtained from the phase-amplitude combined optimization for both breast types outperform the results found in the literature. The T50 values obtained using the combined optimization are above 42 .

CONCLUSIONS

This study presents an optimization method for focusing ME within breast tissue, performed in two steps: first phase optimization, followed by amplitude optimization. The electric field calculations are performed using both the MoM and Finite Difference Time Domain methods. The technique is numerically tested on two realistic breast models, with thermal indices calculated for each phantom and optimization process. Results show T90 values exceeding 40 and T50 values above 42 . While the study employs a 2D applicator, it provides a strong foundation for future development in 3D applications.

摘要

背景

微波乳腺热疗是一种用于乳腺癌的非侵入性治疗方法,它利用微波能量源将组织温度升高到42℃以上,诱导肿瘤细胞坏死。微波能量沉积的效率取决于电场强度和组织电导率,通过调整天线相位和幅度来使肿瘤内的电场强度最大化。在复杂且异质的乳腺组织中实现精确的微波能量聚焦具有挑战性,并且可能导致正常组织中出现不必要的热点。本研究提出了一种优化微波能量聚焦于目标肿瘤中心的新方法,该方法使用简化的天线相位计算、天线幅度的启发式优化以及逼真的乳腺模型进行性能评估。

目的

在这项工作中,我们提出一种优化微波热疗系统的方法,采用相位和幅度调制技术将电场集中在乳腺介质内恶性肿瘤的中心。该方法使用围绕逼真乳腺模型呈圆形排列的线源。该方法首先确定相位,然后调整每个源的幅度,以最大化肿瘤中心的总电场。目标是在最小化优化成本和复杂度的同时最大化肿瘤中心的电场。

方法

使用两种不同类型的数字乳腺模型(脂肪型和致密型乳腺)作为测试平台,在4GHz频率下进行模拟。通过使用三个量来测试该算法;即整个乳腺区域内的电场分布、功率密度分布和温度分布。电场和功率密度使用内部矩量法(MoM)算法计算,而温度分布通过计算机模拟技术(CST)软件获得。为了用成功的定量指标进一步评估该方法,为每个模型和方法计算热指标。

结果

每种乳腺类型和优化的比吸收率(SAR)结果及相应的温度分布表明,在两种情况下都实现了有效的聚焦。然而,相位 - 幅度联合优化通过消除热点提供了更精确的聚焦。在热指标中,两种乳腺类型通过相位 - 幅度联合优化获得的TC75和T90值优于文献中的结果。使用联合优化获得的T50值高于42℃。

结论

本研究提出了一种在乳腺组织中聚焦微波能量的优化方法,分两步进行:首先是相位优化,然后是幅度优化。电场计算使用矩量法和时域有限差分法。该技术在两个逼真的乳腺模型上进行了数值测试,为每个模型和优化过程计算了热指标。结果表明T90值超过40℃,T50值高于42℃。虽然该研究采用的是二维 applicator,但它为三维应用的未来发展提供了坚实的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9c5/12149706/bdcfdf8a52ce/MP-52-3557-g003.jpg

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