微波热疗系统在聚焦乳腺癌治疗中的优化:一项使用真实数字乳房幻象的研究。

IF 3.2 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Medical physics Pub Date : 2025-04-24 DOI:10.1002/mp.17836
Burak Acar, Tuba Yilmaz, Ali Yapar
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引用次数: 0

摘要

背景:微波乳房热疗是一种治疗乳腺癌的无创方法,它利用微波能量源将组织温度升高到42°C $^{\circ}{\rm C}$以上,诱导肿瘤细胞坏死。ME沉积的效率取决于电场大小和组织电导率,通过天线相位和振幅调整来最大化肿瘤内的电场大小。在复杂和异质性的乳腺组织中实现精确的ME聚焦是具有挑战性的,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ME聚焦目标肿瘤中心的新方法,使用简化的天线相位计算,启发式优化天线振幅,以及真实的乳房幻象进行性能评估。目的:在这项工作中,我们提出了一种优化微波热疗系统的方法,采用相位和振幅调制技术将电场集中在乳房介质内恶性肿瘤的中心。这种方法使用线光源在真实的乳房模型周围排列成圆形。该方法首先确定相位,然后调整每个源的振幅,以最大限度地提高肿瘤中心的总电场。目标是最大化肿瘤中心的电场,同时最小化优化成本和复杂性。方法:采用两种不同类型的数字乳房幻影(脂肪乳房和致密乳房)作为实验平台,在4ghz频率下进行模拟。用三个量对算法进行了检验;即整个乳房区域内的电场分布、功率密度分布、温度分布。电场和功率密度采用内部矩量法(MoM)算法计算,温度分布采用计算机模拟技术(CST)软件计算。为了进一步定量评价方法的成功,计算了每个模型和方法的热指数。结果:各乳房类型的比吸收率(SAR)结果和相应的温度分布表明,两种优化方法均实现了有效聚焦。然而,结合相位振幅优化通过消除热点提供更精确的聚焦。在热指标中,两种乳房的相幅组合优化得到的TC75和T90值优于文献结果。联合优化得到的T50值大于42 C°${\rm C}^\circ$。结论:本研究提出了一种聚焦乳腺组织内ME的优化方法,该方法分两步进行:第一阶段优化,其次是幅度优化。电场的计算采用了模态法和时域有限差分法。该技术在两个真实的乳房模型上进行了数值测试,并计算了每个模型的热指数和优化过程。结果显示T90值超过40°C $^\circ{\rm C}$, T50值超过42°C $^\circ{\rm C}$。虽然该研究采用了2D应用程序,但它为3D应用的未来发展奠定了坚实的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

Background

Microwave breast hyperthermia is a noninvasive treatment method for breast cancer that utilizes microwave energy (ME) sources to raise tissue temperatures above 42 C $^{\circ }{\rm C}$ , 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 C ${\rm C}^\circ$ .

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 C $^\circ{\rm C}$ and T50 values above 42 C $^\circ{\rm C}$ . While the study employs a 2D applicator, it provides a strong foundation for future development in 3D applications.

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来源期刊
Medical physics
Medical physics 医学-核医学
CiteScore
6.80
自引率
15.80%
发文量
660
审稿时长
1.7 months
期刊介绍: Medical Physics publishes original, high impact physics, imaging science, and engineering research that advances patient diagnosis and therapy through contributions in 1) Basic science developments with high potential for clinical translation 2) Clinical applications of cutting edge engineering and physics innovations 3) Broadly applicable and innovative clinical physics developments Medical Physics is a journal of global scope and reach. By publishing in Medical Physics your research will reach an international, multidisciplinary audience including practicing medical physicists as well as physics- and engineering based translational scientists. We work closely with authors of promising articles to improve their quality.
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