An optimization study considering MNP temporal evolution improves therapeutic efficacy in hyperthermia treatment

IF 5 2区 工程技术 Q1 ENGINEERING, MECHANICAL
Buchen Wu , Qian Jiang , Zhaokun Wang , Chenglei Wang , Feng Ren , Hui Tang
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引用次数: 0

Abstract

This work investigates optimal strategies for achieving the most effective tumor ablation outcomes in magnetic hyperthermia by incorporating the thermal exposure time, magnetic nanoparticle (MNP) dose, injection sites, and waiting time before alternating magnetic field (AMF) application. The optimization framework highlights the significance of thermal exposure time, as this treatment duration substantially influences the temporary distribution of the heat source, i.e., MNPs, and consequently affects the thermal dose for efficacy evaluation. Multi-site MNP injections are involved in both circular and elliptical tumor configurations, and a transversal blood vessel introduces asymmetric cooling effects. This optimization framework can achieve efficient convergence, demonstrating its effectiveness in identifying the optimal strategy. Without the influence of the blood vessel, optimal injections exhibit a centrosymmetric distribution in the circular tumor model; comparatively, a linear distribution along the major axis with approximately halved treatment duration is observed in the elliptical model. When the blood vessel is nearby, the notable asymmetric cooling effects complicate treatment, where the random search method is more effective. Increasing the tumor–vessel distance enhances tumor ablation, reduces MNP dosage and treatment time, and decreases the average injection site deviation; however, the impact becomes marginal at larger distances. This optimization study facilitates the efficacy of practical treatment.
一项考虑MNP时间演化的优化研究提高了热疗治疗的疗效
本研究通过结合热暴露时间、磁性纳米颗粒(MNP)剂量、注射部位和交变磁场(AMF)应用前的等待时间,探讨了在磁热疗中实现最有效肿瘤消融结果的最佳策略。优化框架强调了热暴露时间的重要性,因为这种处理时间实质上影响热源的临时分布,即MNPs,从而影响用于功效评估的热剂量。多位点MNP注射涉及圆形和椭圆形肿瘤结构,横向血管引入不对称冷却效果。该优化框架能够实现高效收敛,证明了其在识别最优策略方面的有效性。在不受血管影响的情况下,最佳注射在圆形肿瘤模型中呈中心对称分布;相比之下,在椭圆模型中观察到沿长轴的线性分布,治疗时间大约减半。当血管靠近时,明显的不对称冷却效应使治疗复杂化,此时随机搜索方法更为有效。增大肿瘤血管距离可增强肿瘤消融,减少MNP剂量和治疗时间,减小平均注射部位偏差;然而,在较大的距离上,这种影响就变得微不足道了。该优化研究有助于实际治疗的效果。
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 of Thermal Sciences
International Journal of Thermal Sciences 工程技术-工程:机械
CiteScore
8.10
自引率
11.10%
发文量
531
审稿时长
55 days
期刊介绍: The International Journal of Thermal Sciences is a journal devoted to the publication of fundamental studies on the physics of transfer processes in general, with an emphasis on thermal aspects and also applied research on various processes, energy systems and the environment. Articles are published in English and French, and are subject to peer review. The fundamental subjects considered within the scope of the journal are: * Heat and relevant mass transfer at all scales (nano, micro and macro) and in all types of material (heterogeneous, composites, biological,...) and fluid flow * Forced, natural or mixed convection in reactive or non-reactive media * Single or multi–phase fluid flow with or without phase change * Near–and far–field radiative heat transfer * Combined modes of heat transfer in complex systems (for example, plasmas, biological, geological,...) * Multiscale modelling The applied research topics include: * Heat exchangers, heat pipes, cooling processes * Transport phenomena taking place in industrial processes (chemical, food and agricultural, metallurgical, space and aeronautical, automobile industries) * Nano–and micro–technology for energy, space, biosystems and devices * Heat transport analysis in advanced systems * Impact of energy–related processes on environment, and emerging energy systems The study of thermophysical properties of materials and fluids, thermal measurement techniques, inverse methods, and the developments of experimental methods are within the scope of the International Journal of Thermal Sciences which also covers the modelling, and numerical methods applied to thermal transfer.
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