Optimization of tumor ablation volume for nanoparticle-mediated thermal therapy

被引:6
作者
Monga, Deepak [1 ,5 ]
Soni, Sanjeev [2 ]
Tyagi, Himanshu [1 ]
Taylor, Robert A. [3 ,4 ]
机构
[1] Indian Inst Technol Ropar, Dept Mech Engn, Rupnagar 140001, Punjab, India
[2] CSIR Cent Sci Instruments Org, Biomed Instrumentat Div, Sect 30C, Chandigarh, India
[3] Univ New South Wales, Sch Mech & Mfg Engn, Sydney, NSW 2052, Australia
[4] Univ New South Wales, Sch Photovolta & Renewable Energy Engn, Sydney, NSW 2052, Australia
[5] Univ Texas Dallas, Dept Mech Engn, Richardson, TX 75083 USA
关键词
Thermal therapy; Thermal ablation; Nanoparticles; Taguchi's method; Optimization; PULSED-LASER-RADIATION; RADIOFREQUENCY ABLATION; BIOHEAT TRANSFER; TEMPERATURE DISTRIBUTION; MATHEMATICAL-MODELS; MICROWAVE ABLATION; CANCER-TREATMENT; GOLD NANORODS; POROUS LIVER; HYPERTHERMIA;
D O I
10.1016/j.ijthermalsci.2020.106515
中图分类号
O414.1 [热力学];
学科分类号
摘要
Nanoparticle-assisted thermal therapy for therapeutic tumor specific heating is emerging as a promising, minimally-invasive future cancer treatment. For efficient ablation of a tumor with minimum damage to the healthy tissue, the controlling factors must be optimized a-priori. In this study, a two dimensional tissue domain, comprising tumor diameters from 1 cm to 3 cm, were used to optimize the controlling factors of tumor ablation volume. In particular, irradiance, irradiation duration and particle volume fraction were varied to optimize the thermal damage (i.e. calculated from the Arrhenius equation in combination with Pennes' bioheat model). Taguchi's full factorial approach was used with an L27 orthogonal array for the controlling factors. The 'nominalthe-best' approach was implemented to target the optimal ablation volume for each tumor size. The results show that ablation volume increases from irradiance level of 0.75 W/cm(2) to 1.50 W/cm(2), irradiation duration of 70-80 s to 120-130 s and from a particle volume fraction of 0.00001% to a volume fraction of 0.0001% (i.e. from low to high levels for each parameters) for each tumor size. It was also found that these controlling factors showed the highest gradients for larger tumor diameters. Among the controlling factors, irradiance emerges as the significant factor, with a pronounced effect on tumor ablation volume. Ultimately, the study shows that this approach can be used to define a precise set of controlling factors (specific for each tumor size) to achieve the target ablation volume with minimum variation, resulting in an efficient thermal therapy.
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页数:12
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共 65 条
[1]   Transient solution to the bioheat equation and optimization for magnetic fluid hyperthermia treatment [J].
Bagaria, HG ;
Johnson, DT .
INTERNATIONAL JOURNAL OF HYPERTHERMIA, 2005, 21 (01) :57-75
[2]   Optical properties of human skin, subcutaneous and mucous tissues in the wavelength range from 400 to 2000 nm [J].
Bashkatov, AN ;
Genina, EA ;
Kochubey, VI ;
Tuchin, VV .
JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2005, 38 (15) :2543-2555
[3]   An overview of nanoparticle assisted laser therapy [J].
Bayazitoglu, Yildiz ;
Kheradmand, Shiva ;
Tullius, Toni K. .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2013, 67 :469-486
[4]   Estimation of state variables in the hyperthermia therapy of cancer with heating imposed by radiofrequency electromagnetic waves [J].
Bermeo Varon, Leonardo Antonio ;
Barreto Orlande, Helcio Rangel ;
Enrique Elicabe, Guillermo .
INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2015, 98 :228-236
[5]   PostScholar: Surfacing Social Signals in Google Scholar Search [J].
Chan, Larry ;
Jhaver, Shagun ;
Soni, Sandeep .
PROCEEDINGS OF THE 19TH ACM CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK AND SOCIAL COMPUTING COMPANION, 2016, :17-20
[6]   Targeted hyperthermia using metal nanoparticles [J].
Cherukuri, Paul ;
Glazer, Evan S. ;
Curleya, Steven A. .
ADVANCED DRUG DELIVERY REVIEWS, 2010, 62 (03) :339-345
[7]   Thermal ablation of tumours: biological mechanisms and advances in therapy [J].
Chu, Katrina F. ;
Dupuy, Damian E. .
NATURE REVIEWS CANCER, 2014, 14 (03) :199-208
[8]   Improvement of skin optical clearing efficacy by topical treatment of glycerol at different temperatures [J].
Deng, Zijian ;
Liu, Caihua ;
Tao, Wei ;
Zhu, Dan .
9TH INTERNATIONAL CONFERENCE ON PHOTONICS AND IMAGING IN BIOLOGY AND MEDICINE (PIBM 2010), 2011, 277
[9]   Indirect heating strategy for laser induced hyperthermia: An advanced thermal model [J].
Dombrovsky, Leonid A. ;
Timchenko, Victoria ;
Jackson, Michael .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2012, 55 (17-18) :4688-4700
[10]   A combined transient thermal model for laser hyperthermia of tumors with embedded gold nanoshells [J].
Dombrovsky, Leonid A. ;
Timchenko, Victoria ;
Jackson, Michael ;
Yeoh, Guan H. .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2011, 54 (25-26) :5459-5469