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用于磁纳米粒子热疗中肿瘤升温模拟的 MicroCT 图像生成肿瘤几何形状和 SAR 分布。

MicroCT image-generated tumour geometry and SAR distribution for tumour temperature elevation simulations in magnetic nanoparticle hyperthermia.

机构信息

Department of Mechanical Engineering, University of Maryland Baltimore County , Baltimore , Maryland .

出版信息

Int J Hyperthermia. 2013 Dec;29(8):730-8. doi: 10.3109/02656736.2013.836757. Epub 2013 Sep 30.


DOI:10.3109/02656736.2013.836757
PMID:24074039
Abstract

OBJECTIVES: The objective of this study was to develop and test computer algorithms to export micro computed tomography (microCT) images and to generate tumour geometry and specific absorption rate (SAR) distribution for heat transfer simulation in magnetic nanoparticle hyperthermia. METHODS: Computer algorithms were written to analyse and export microCT images of 3D tumours containing magnetic nanoparticles. MATLAB(®) and ProE(®) programs were used to generate a prototype of the tumour geometry. The enhancements in the microCT pixel index number due to presence of nanoparticles in the tumours were first converted into corresponding SAR values. The SAR data were then averaged over three-dimensional clusters of pixels using the SAS(®) program. This greatly decreased the size of the SAR file, while in the meantime it ensured that the amount of total energy deposited in the tumour was conserved. Both the tumour geometry and the SAR file were then imported into the COMSOL(®) software package to simulate temperature elevations in the tumour and their surrounding tissue region during magnetic nanoparticle hyperthermia. RESULTS: A linear relationship was obtained to relate individual pixel index numbers in the microCT images to the SAR values under a specific magnetic field. The generated prototype of the tumour geometry based on only 30 slices of microCT images resembled the original tumour shape and size. The tumour geometry and the simplified SAR data set were successfully accepted by the COMSOL software for heat transfer simulation. Up to 20 °C temperature elevations from its baseline temperature were found inside the tumours, implying possible thermal damage to the tumour during magnetic nanoparticle hyperthermia.

摘要

目的:本研究旨在开发和测试用于导出微计算机断层扫描(microCT)图像的计算机算法,并生成肿瘤几何形状和比吸收率(SAR)分布,以便在磁纳米粒子热疗中的传热模拟。

方法:编写了计算机算法来分析和导出含有磁性纳米粒子的 3D 肿瘤的 microCT 图像。MATLAB(®)和 ProE(®)程序用于生成肿瘤几何形状的原型。首先,将肿瘤中纳米粒子存在引起的 microCT 像素索引数的增强转换为相应的 SAR 值。然后,使用 SAS(®)程序将 SAR 数据在三维像素簇上平均。这大大减小了 SAR 文件的大小,同时确保了肿瘤中沉积的总能量保持不变。然后,将肿瘤几何形状和 SAR 文件导入 COMSOL(®)软件包,以模拟磁纳米粒子热疗期间肿瘤及其周围组织区域的温度升高。

结果:获得了将 microCT 图像中的单个像素索引数与特定磁场下的 SAR 值相关联的线性关系。基于仅 30 张 microCT 图像生成的肿瘤几何形状原型类似于原始肿瘤的形状和大小。肿瘤几何形状和简化的 SAR 数据集成功地被 COMSOL 软件接受,用于传热模拟。在肿瘤内部发现了高达 20°C 的温度升高,表明在磁纳米粒子热疗期间肿瘤可能会受到热损伤。

相似文献

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MicroCT image-generated tumour geometry and SAR distribution for tumour temperature elevation simulations in magnetic nanoparticle hyperthermia.

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引用本文的文献

[1]
Magnetic Particle Imaging-Guided Thermal Simulations for Magnetic Particle Hyperthermia.

Nanomaterials (Basel). 2024-6-20

[2]
Design of a temperature-feedback controlled automated magnetic hyperthermia therapy device.

Front Therm Eng. 2023

[3]
Validation of a coupled electromagnetic and thermal model for estimating temperatures during magnetic nanoparticle hyperthermia.

Int J Hyperthermia. 2021

[4]
Improved Hyperthermia Treatment of Tumors Under Consideration of Magnetic Nanoparticle Distribution Using Micro-CT Imaging.

Mol Imaging Biol. 2015-12

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