Computational Modelling of Cancer Nanomedicine: Integrating Hyperthermia Treatment Into a Multiphase Porous-Media Tumour Model

IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Barbara Wirthl, Paolo Decuzzi, Bernhard A. Schrefler, Wolfgang A. Wall
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Abstract

Heat-based cancer treatment, so-called hyperthermia, can be used to destroy tumour cells directly or to make them more susceptible to chemotherapy or radiation therapy. To apply heat locally, iron oxide nanoparticles are injected into the bloodstream and accumulate at the tumour site, where they generate heat when exposed to an alternating magnetic field. However, the temperature must be precisely controlled to achieve therapeutic benefits while avoiding damage to healthy tissue. We therefore present a computational model for nanoparticle-mediated hyperthermia treatment fully integrated into a multiphase porous-media model of the tumour and its microenvironment. We study how the temperature depends on the amount of nanoparticles accumulated in the tumour area and the specific absorption rate of the nanoparticles. Our results show that host tissue surrounding the tumour is also exposed to considerable doses of heat due to the high thermal conductivity of the tissue, which may cause pain or even unnecessary irreversible damage. Further, we include a lumped and a discrete model for the cooling effect of blood perfusion. Using a discrete model of a realistic microvasculature reveals that the small capillaries do not have a significant cooling effect during hyperthermia treatment and that the commonly used lumped model based on Pennes' bioheat equation may overestimate the effect: within the specific conditions analysed, the difference between lumped and discrete approaches is approximatively 0.75°C, which could influence the therapeutic intervention outcome. Such a comprehensive computational model, as presented here, can provide insights into the optimal treatment parameters for nanoparticle-mediated hyperthermia and can be used to design more efficient treatment strategies.

Abstract Image

癌症纳米医学的计算模型:将热疗纳入多相多孔介质肿瘤模型
以热为基础的癌症治疗,即所谓的热疗,可以用来直接摧毁肿瘤细胞,或者使它们更容易受到化疗或放疗的影响。为了局部加热,将氧化铁纳米颗粒注射到血液中,并在肿瘤部位积聚,当暴露在交变磁场中时,它们会产生热量。然而,温度必须精确控制,以达到治疗效果,同时避免损害健康组织。因此,我们提出了一个纳米颗粒介导的热疗治疗的计算模型,该模型完全集成到肿瘤及其微环境的多相多孔介质模型中。我们研究了温度如何依赖于肿瘤区域积累的纳米粒子的数量和纳米粒子的特定吸收率。我们的研究结果表明,由于组织的高导热性,肿瘤周围的宿主组织也暴露在相当大的热剂量下,这可能导致疼痛甚至不必要的不可逆损伤。此外,我们还包括一个集总模型和一个离散模型,用于血液灌注的冷却效果。使用现实微血管的离散模型表明,小毛细血管在热疗治疗期间没有显著的冷却效果,并且基于Pennes生物热方程的常用集总模型可能高估了效果:在分析的特定条件下,集总方法和离散方法之间的差异约为0.75°C,这可能会影响治疗干预结果。这样一个全面的计算模型,如本文所述,可以为纳米颗粒介导的热疗的最佳治疗参数提供见解,并可用于设计更有效的治疗策略。
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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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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