Research on Optimization Method of Magnetic Hyperthermia Based on Helmholtz Coil Device
Tang Yundong1, Ding Yubin1, Jin Tao2
1. College of Physics and Information Engineering Fuzhou University Fuzhou 350108 China; 2. College of Electrical Engineering and Automation Fuzhou University Fuzhou 350108 China
Abstract:The treatment magnetic field usually presents an inhomogeneous distribution inside a real therapeutic equipment during magnetic hyperthermia, which will ultimately affect the treatment effects due to its unsatisfactory distribution of treatment temperature inside tumor region. However, previous literature has paid less attention to optimize the uniformity for magnetic field device and also to investigate its influences on the treatment effect during magnetic hyperthermia. Furthermore, the magnetic nanoparticles (MNPs) concentration under the same magnetic fluid dose is expected to have a value as small as possible in order to reduce the effect of the MNPs residual inside bio-tissue, which however was also rarely reported by the existing researches. This article investigates the therapeutic magnetic field for circular and square Helmholtz coil devices, analyzes the influence of magnetic field uniformity on the therapeutic effect by evaluating the temperature distribution of biological tissue due to the applied magnetic field, and also discusses the influence of different magnetic fields on the cumulative equivalent heating minutes at 43℃ under two different blood perfusion rates. In addition, this study proposes an improved particle swarm optimization algorithm considering several constraints in order to obtain the minimum volume fraction of MNPs at the injection point and the corresponding optimized properties for MNPs radius and magnetic field at this time. The proposed constraints involved in this study consist of the maximum safe temperature for treatment, the safe upper limit of treatment magnetic field, the size range of MNPs, and the effective conditions for MNPs heat generation. The partial differential equations involved magnetic field and temperature field are solved using finite element method for the proposed Helmholtz coil devices and a three-dimensional mouse model, respectively. The MNPs inside the proposed tumor region are assumed to have a Gaussian distribution centered on the injection point. Simulation results demonstrate that the final optimization results considering the proposed method meet the requirements of proposed constraints, which are 0.009 96 for the volume fraction of MNPs at the injection point, 50kA/m for the magnetic field intensity, 100kHz for the magnetic field frequency, and 7.005nm for the radius of MNPs during therapy. Both circular and square Helmholtz coils can generate a uniform magnetic field near the coil center while tend to have an inhomogeneous distribution away from the coil center. In comparison, the square Helmholtz coil presents a better uniformity in magnetic field distribution away from the coil center with respect to the circular one. This characteristic is also mirrored in the treatment temperature distribution and ultimately the treatment effect. In addition, the case considering the temperature-dependent blood perfusion rate presents a higher cumulative equivalent heating minutes at 43℃ than the case considering a constant one under the three different magnetic fields. The following conclusions can be drawn from the simulation analysis: (1) The circular Helmholtz coils can have a better performance in the magnetic field uniformity with respect to the square Helmholtz coil, and this characteristic is also true for the treatment temperature distribution and the treatment effect during magnetic hyperthermia. (2) The proposed method based on the improved particle swarm optimization algorithm can not only meet the safe criterions of maximum treatment temperature and the magnetic field but also obtain a far less volume fraction of MNPs than the classical value. (3) Temperature-dependent blood perfusion rate can result in an overall higher treatment temperature distribution and thermal damage for malignant tissue with respect to a constant one in the same therapeutic condition.
汤云东, 丁宇彬, 金涛. 基于亥姆霍兹线圈装置的磁热疗优化方法[J]. 电工技术学报, 2023, 38(5): 1248-1260.
Tang Yundong, Ding Yubin, Jin Tao. Research on Optimization Method of Magnetic Hyperthermia Based on Helmholtz Coil Device. Transactions of China Electrotechnical Society, 2023, 38(5): 1248-1260.
[1] Jose J, Kumar R, Harilal S, et al.Magnetic nanoparticles for hyperthermia in cancer treatment: an emerging tool[J]. Environmental Science and Pollution Research International, 2020, 27(16): 19214-19225. [2] Raouf I, Khalid S, Khan A, et al.A review on numerical modeling for magnetic nanoparticle hyperthermia: progress and challenges[J]. Journal of Thermal Biology, 2020, 91: 102644. [3] Gangwar A, Varghese S S, Meena S S, et al.Fe3C nanoparticles for magnetic hyperthermia application[J]. Journal of Magnetism and Magnetic Materials, 2019, 481: 251-256. [4] Shaw S K, Biswas A, Gangwar A, et al.Synthesis of exchange coupled nanoflowers for efficient magnetic hyperthermia[J]. Journal of Magnetism and Magnetic Materials, 2019, 484: 437-444. [5] Rosensweig R E.Heating magnetic fluid with alternating magnetic field[J]. Journal of Magnetism and Magnetic Materials, 2002, 252: 370-374. [6] 闫孝姮, 李政兴, 潘也, 等. 相同极性永磁体对感应式磁声磁粒子浓度成像过程影响的仿真[J]. 电工技术学报, 2022, 37(8): 1926-1937. Yan Xiaoheng, Li Zhengxing, Pan Ye, et al.Simulation of the influence of permanent magnets of the same polarity on the magneto-acoustic concentration tomography of magnetic nanoparticles with magnetic induction process[J]. Transactions of China Electrotechnical Society, 2022, 37(8): 1926-1937. [7] Singh G, Kumar N, Avti P K.Computational evaluation of effectiveness for intratumoral injection strategies in magnetic nanoparticle assisted thermotherapy[J]. International Journal of Heat and Mass Transfer, 2020, 148: 119129. [8] Suleman M, Riaz S.3D in silico study of magnetic fluid hyperthermia of breast tumor using Fe3O4 magnetic nanoparticles[J]. Journal of Thermal Biology, 2020, 91: 102635. [9] Bordelon D E, Goldstein R C, Nemkov V S, et al.Modified solenoid coil that efficiently produces high amplitude AC magnetic fields with enhanced uniformity for biomedical applications[J]. IEEE Transactions on Magnetics, 2012, 48(1): 47-52. [10] Wu Lei, Cheng Jingjing, Liu Wenzhong, et al.Numerical analysis of electromagnetically induced heating and bioheat transfer for magnetic fluid hyperthermia[J]. IEEE Transactions on Magnetics, 2015, 51(2): 1-4. [11] 蔡忠祥, 逯迈. 磁感应热疗作用于胆管癌模型热场分布的研究[J]. 生物医学工程学杂志, 2021, 38(3): 528-538, 548. Cai Zhongxiang, Lu Mai.Study on the thermal field distribution of cholangiocarcinoma model by magnetic fluid hyperthermia[J]. Journal of Biomedical Engineering, 2021, 38(3): 528-538, 548. [12] Salloum M, Ma R H, Weeks D, et al.Controlling nanoparticle delivery in magnetic nanoparticle hyperthermia for cancer treatment: experimental study in agarose gel[J]. International Journal of Hyperthermia, 2008, 24(4): 337-345. [13] Rast L, Harrison J G.Computational modeling of electromagnetically induced heating of magnetic nanoparticle materials for hyperthermic cancer treatment[J]. PIERS Online, 2010, 6(7): 690-694. [14] Liu K C, Cheng P J.Numerical analysis of power dissipation requirement in magnetic hyperthermia problems[J]. Journal of Thermal Biology, 2019, 86: 102430. [15] Astefanoaei I, Dumitru I, Chiriac H, et al.Thermofluid analysis in magnetic hyperthermia using low Curie temperature particles[J]. IEEE Transactions on Magnetics, 2016, 52(7): 1-5. [16] 汤云东, 苏航, 弗莱施C.C.鲁道夫, 等. 考虑质量扩散的瘤内磁流体分布对磁热疗影响研究[J]. 仪器仪表学报, 2021, 42(12): 146-156. Tang Yundong, Su Hang, Flesch R C C, et al. Effect of intratumoral nanofluid distribution on magnetic hyperthermia considering mass diffusion[J]. Chinese Journal of Scientific Instrument, 2021, 42(12): 146-156. [17] Tang Yundong, Flesch R C C, Jin Tao. Numerical analysis of temperature field improvement with nanoparticles designed to achieve critical power dissipation in magnetic hyperthermia[J]. Journal of Applied Physics, 2017, 122(3): 034702. [18] Hergt R, Dutz S.Magnetic particle hyperthermia—biophysical limitations of a visionary tumour therapy[J]. Journal of Magnetism and Magnetic Materials, 2007, 311(1): 187-192. [19] Tang Yundong, Su Hang, Flesch R C C, et al. An optimization method for magnetic hyperthermia considering Nelder-Mead algorithm[J]. Journal of Magnetism and Magnetic Materials, 2022, 545: 168730. [20] Beiranvand R.Analyzing the uniformity of the generated magnetic field by a practical one-dimensional Helmholtz coils system[J]. Review of Scientific Instruments, 2013, 84(7): 075109. [21] Piergentili F, Candini G P, Zannoni M.Design, manufacturing, and test of a real-time, three-axis magnetic field simulator[J]. IEEE Transactions on Aerospace and Electronic Systems, 2011, 47(2): 1369-1379. [22] 胡亚楠, 包家立, 朱金俊, 等. 纳秒电脉冲对肝脏组织不可逆电穿孔消融区分布的时域有限差分法仿真[J]. 电工技术学报, 2021, 36(18): 3841-3850. Hu Yanan, Bao Jiali, Zhu Jinjun, et al.The finite difference time domain simulation of the distribution of irreversible electroporation ablation area in liver tissue by nanosecond electrical pulse[J]. Transactions of China Electrotechnical Society, 2021, 36(18): 3841-3850. [23] 张改杰, 阮江军, 刘守豹, 等. 固体C型电枢几何结构优化设计[J]. 电气技术, 2010(增刊1): 19-23. Zhang Gaijie, Ruan Jiangjun, Liu Shoubao, et al.The optimization design of geometric structure for the solid C-shaped armature[J]. Electrical Engineering, 2010(S1): 19-23. [24] 王昊月, 李成榕, 王伟, 等. 高压频域介电谱诊断XLPE电缆局部绝缘老化缺陷的研究[J]. 电工技术学报, 2022, 37(6): 1542-1553. Wang Haoyue, Li Chengrong, Wang Wei, et al.Local aging diagnosis of XLPE cables using high voltage frequency domain dielectric spectroscopy[J]. Transactions of China Electrotechnical Society, 2022, 37(6): 1542-1553. [25] Ondeck C L, Habib A H, Ohodnicki P, et al. Theory of magnetic fluid heating with an alternating magnetic field with temperature dependent materials properties for self-regulated heating[J]. Journal of Applied Physics, 2009, 105(7): 07B324. [26] 刘士利, 罗英楠, 刘宗烨, 等. 基于电磁-热耦合原理的三芯铠装电缆在低频输电方式下的损耗特性研究[J]. 电工技术学报, 2021, 36(22): 4829-4836. Liu Shili, Luo Yingnan, Liu Zongye, et al.Study on loss characteristics of three core armored cable under low-frequency transmission mode based on electromagnetic, thermal coupling principle[J]. Transactions of China Electrotechnical Society, 2021, 36(22): 4829-4836. [27] Tang Yundong, Jin Tao, Flesch R C C. Numerical temperature analysis of magnetic hyperthermia considering nanoparticle clustering and blood vessels[J]. IEEE Transactions on Magnetics, 2017, 53(10): 1-6. [28] Pennes H H.Analysis of tissue and arterial blood temperatures in the resting human forearm[J]. Journal of Applied Physiology, 1948, 1(2): 93-122. [29] 米彦, 彭文成, 芮少琴, 等. 高频纳秒脉冲串作用下皮肤肿瘤热效应的多参数有限元仿真与实验[J]. 电工技术学报, 2017, 32(22): 264-274. Mi Yan, Peng Wencheng, Rui Shaoqin, et al.Thermal effects in skin tumor exposed to high-frequency nanosecond pulse bursts: multi-parametric finite element simulation and experiment[J]. Transactions of China Electrotechnical Society, 2017, 32(22): 264-274. [30] 赵军, 李乃良, 王磊, 等. 电动汽车无线充电系统对人体及体内植入器件电磁安全研究[J]. 电工技术学报, 2018, 33(增刊1): 26-33. Zhao Jun, Li Nailiang, Wang Lei, et al.An electromagnetic safety study about human body and body implanted device in electric vehicle wireless charging system[J]. Transactions of China Electrotechnical Society, 2018, 33(S1): 26-33. [31] Pearce J A.Models for thermal damage in tissues: processes and applications[J]. Critical Reviews in Biomedical Engineering, 2010, 38(1): 1-20. [32] MacLellan C J, Fuentes D, Prabhu S, et al. A methodology for thermal dose model parameter development using perioperative MRI[J]. International Journal of Hyperthermia, 2018, 34(6): 687-696. [33] Pearce J A.Comparative analysis of mathematical models of cell death and thermal damage processes[J]. International Journal of Hyperthermia, 2013, 29(4): 262-280. [34] 赖纪东, 谢天月, 苏建徽, 等. 基于粒子群优化算法的孤岛微电网电压不平衡补偿协调控制[J]. 电力系统自动化, 2020, 44(16): 121-129. Lai Jidong, Xie Tianyue, Su Jianhui, et al.Coordinated control of voltage unbalance compensation in islanded microgrid based on particle swarm optimization algorithm[J]. Automation of Electric Power Systems, 2020, 44(16): 121-129. [35] Iqbal A, Singh G K.PSO based controlled six-phase grid connected induction generator for wind energy generation[J]. CES Transactions on Electrical Machines and Systems, 2021, 5(1): 41-49. [36] 李青兰, 吴琛, 陈磊, 等. 抑制频率振荡的电力系统稳定器参数优化[J]. 电力系统自动化, 2020, 44(7): 93-99. Li Qinglan, Wu Chen, Chen Lei, et al.Parameter optimization of power system stabilizer for suppressing frequency oscillation[J]. Automation of Electric Power Systems, 2020, 44(7): 93-99. [37] Delavari H H, Madaah Hosseini H R, Wolff M. Modeling of self-controlling hyperthermia based on nickel alloy ferrofluids: proposition of new nanoparticles[J]. Journal of Magnetism and Magnetic Materials, 2013, 335: 59-63. [38] Piotrowski A P, Napiorkowski J J, Piotrowska A E.Population size in particle swarm optimization[J]. Swarm and Evolutionary Computation, 2020, 58: 100718. [39] Wang Q, Deng Z S, Liu J.Theoretical evaluations of magnetic nanoparticle-enhanced heating on tumor embedded with large blood vessels during hyperthermia[J]. Journal of Nanoparticle Research, 2012, 14(7): 974. [40] Khandhar A P, Ferguson R M, Krishnan K M. Monodispersed magnetite nanoparticles optimized for magnetic fluid hyperthermia: implications in biological systems[J]. Journal of Applied Physics, 2011, 109(7): 07B310. [41] Kandala S K, Sharma A, Mirpour S, et al.Validation of a coupled electromagnetic and thermal model for estimating temperatures during magnetic nanoparticle hyperthermia[J]. International Journal of Hyper-thermia, 2021, 38(1): 611-622. [42] Rodrigues H F, Capistrano G, Mello F M, et al.Precise determination of the heat delivery during in vivo magnetic nanoparticle hyperthermia with infrared thermography[J]. Physics in Medicine and Biology, 2017, 62(10): 4062-4082. [43] Balasubramaniam T A, Bowman H F.Thermal conductivity and thermal diffusivity of biomaterials: a simultaneous measurement technique[J]. Journal of Biomechanical Engineering, 1977, 99(3): 148-154. [44] 纽春萍, 矫璐璐, 王小华, 等. 基于多场耦合的环保型GIS热特性分析[J]. 电工技术学报, 2020, 35(17): 3765-3772. Niu Chunping, Jiao Lulu, Wang Xiaohua, et al.Thermal characteristics analysis of environmentally friendly GIS based on multi-field coupling[J]. Transactions of China Electrotechnical Society, 2020, 35(17): 3765-3772. [45] Candeo A, Dughiero F.Numerical FEM models for the planning of magnetic induction hyperthermia treatments with nanoparticles[J]. IEEE Transactions on Magnetics, 2009, 45(3): 1658-1661.