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Acar B, Yilmaz T, Yapar A. Optimization of microwave hyperthermia system for focused breast cancer treatment: A study using realistic digital breast phantoms. Med Phys 2025. [PMID: 40270084 DOI: 10.1002/mp.17836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Revised: 02/25/2025] [Accepted: 03/18/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND Microwave breast hyperthermia is a noninvasive treatment method for breast cancer that utilizes microwave energy (ME) sources to raise tissue temperatures above 42∘ C $^{\circ }{\rm C}$ , inducing tumor cell necrosis. The efficiency of ME deposition depends on the electric field magnitude and tissue conductivity, with antenna phase and amplitude adjustments used to maximize the electric field magnitude within tumors. Achieving precise ME focusing in the complex and heterogeneous breast tissue is challenging and can lead to unwanted hot spots in normal tissue. This study presents a novel method for optimizing ME focusing on the center of target tumors, using a simplified calculation of antenna phases, heuristic optimization for antenna amplitudes, and realistic breast phantoms for performance evaluation. PURPOSE In this work, we propose an approach to optimize the microwave hyperthermia system, employing phase and amplitude modulation techniques to concentrate the electric field at the center of a malignant tumor within a breast medium. The approach uses line sources arranged in a circular pattern around realistic breast models. The method begins by determining the phase, followed by adjusting the amplitudes of each source in order to maximize the total electric field at the tumor's center. The goal is to maximize the electric field at the tumor center while minimizing the optimization cost and complexity. METHODS Simulations are performed at 4 GHz frequency using two different types of digital breast phantoms (fatty and dense breasts) as test beds. The algorithm is tested by using three quantities; that is, the electric field distribution, the power density distribution, and the temperature distribution inside the whole breast region. The electric field and power density are calculated using an in-house method of moments (MoM) algorithm, while the temperature distributions are obtained with computer simulation technology (CST) software. To further evaluate the method with quantitative measures of success, thermal indices are calculated for each phantom and method. RESULTS The specific absorbtion rate (SAR) results and corresponding temperature distributions for each breast type and optimization demonstrate that effective focusing is achieved in both cases. However, the combined phase-amplitude optimization provides more precise focusing by eliminating hot spots. Among thermal indices, the TC75 and T90 values obtained from the phase-amplitude combined optimization for both breast types outperform the results found in the literature. The T50 values obtained using the combined optimization are above 42C ∘ ${\rm C}^\circ$ . CONCLUSIONS This study presents an optimization method for focusing ME within breast tissue, performed in two steps: first phase optimization, followed by amplitude optimization. The electric field calculations are performed using both the MoM and Finite Difference Time Domain methods. The technique is numerically tested on two realistic breast models, with thermal indices calculated for each phantom and optimization process. Results show T90 values exceeding 40∘ C $^\circ{\rm C}$ and T50 values above 42∘ C $^\circ{\rm C}$ . While the study employs a 2D applicator, it provides a strong foundation for future development in 3D applications.
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Affiliation(s)
- Burak Acar
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey
| | - Tuba Yilmaz
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey
| | - Ali Yapar
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey
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2
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Yu Q, Li L, Mo W, Zhao L, Zhang L, Zhang K, Tang R. The combination of microwave hyperthermia with TIPE2 impedes the growth of orthotopic colon cancer. Int J Radiat Biol 2024; 101:205-214. [PMID: 39699330 DOI: 10.1080/09553002.2024.2435324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 11/06/2024] [Accepted: 11/14/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND Colon cancer (CC) is the main fatal disease of humans. Microwave hyperthermia (MH) is an adjuvant therapy for diverse cancers. Tumor necrosis factor-α induced protein-8-like 2 (TIPE2) is a tumor suppressor. However, the effect of MH combined with TIPE2 on CC remains unclear. METHODS The orthotopic CC mouse model was constructed by mouse CC CT26-Luc cells, and mice were randomized into control, model (CT26-Luc), CT26-Luc + Vector, CT26-Luc + TIPE2, CT26-Luc + MH, and CT26-Luc + MH+TIPE2 groups (n = 6). Tumor growth pretreatment and post-treatment by in vivo fluorescence image analysis was detected. TIPE2 expression and cell transfection efficiency was detected by qRT-PCR and western blot. The pathological changes by HE staining, apoptosis by TUNEL staining, serum inflammatory factors by ELISA, TIPE2 expression by immunohistochemistry, and NF-κB signaling by western blot was performed. RESULTS Paracancerous tissues showed higher TIPE2 expression than in CC tissues. CT26-Luc + TIPE2, CT26-Luc + MH, and CT26-Luc + MH+TIPE2 groups reduced tumor growth, tumor cell infiltration, and increased apoptosis. CT26-Luc + TIPE2 group had lower NF-κB, TNF-α, IL-1β, IL-6, p-p65, and p-IKK expression, and elevated TIPE2 and IkB expression, which was reversed by CT26-Luc + MH group. Moreover, CT26-Luc+MH+TIPE2 group showed opposite effects on the above factor expression of CT26-Luc+MH group. CONCLUSIONS Combination of MH with TIPE2 could impede CC tumor growth, providing scientific bases for its clinical application in CC treatment.
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Affiliation(s)
- Qingqing Yu
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Lingdi Li
- Department of Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Weixing Mo
- Department of Radiology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Linfang Zhao
- Department of Ultrasound, The Third Affiliated Hospital of Zhejiang University of Traditional Chinese Medicine, Hangzhou, China
| | - Lidan Zhang
- Radiotherapy Center, Hangzhou Cancer Hospital, Hangzhou, China
| | - Ke Zhang
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Rongjun Tang
- Department of Radiation Oncology, Hangzhou Cancer Hospital, Hangzhou, China
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Castelo-Grande T, Augusto PA, Gomes L, Calvo E, Barbosa D. Portable Homemade Magnetic Hyperthermia Apparatus: Preliminary Results. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:1848. [PMID: 39591088 PMCID: PMC11597852 DOI: 10.3390/nano14221848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 10/28/2024] [Accepted: 11/03/2024] [Indexed: 11/28/2024]
Abstract
This study aims to describe and evaluate the performance of a new device for magnetic hyperthermia that can produce an alternating magnetic field with adjustable frequency without the need to change capacitors from the resonant bank, as required by other commercial devices. This innovation, among others, is based on using a capacitator bank that dynamically adjusts the frequency. To validate the novel system, a series of experiments were conducted using commercial magnetic nanoparticles (MNPs) demonstrating the device's effectiveness and allowing us to identify new challenges associated with the design of more powerful devices. A computational model was also used to validate the device and to allow us to determine the best system configuration. The results obtained are consistent with those from other studies using the same MNPs but with magnetic hyperthermia commercial equipment, confirming the good performance of the developed device (e.g., consistent SAR values between 1.37 and 10.80 W/gMNP were obtained, and experiments reaching temperatures above 43 °C were also obtained). This equipment offers additional advantages, including being economical, user-friendly, and portable.
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Affiliation(s)
- Teresa Castelo-Grande
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal;
- AliCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Paulo A. Augusto
- Institute of Molecular and Cellular Biology of Cancer, CSIC/University of Salamanca (GIR Citómica), 37007 Salamanca, Spain;
- CEADIR—Center for Environmental Studies and Rural Revitalization, Avenida Filiberto Villalobos, 119, 37007 Salamanca, Spain
| | - Lobinho Gomes
- Faculty of Natural Sciences, Engineering and Technologies, Lusófona University of Porto, R. de Augusto Rosa 24, 4000-098 Porto, Portugal;
| | - Eduardo Calvo
- CEFT—Center of Study of Phenomena’s of Transport, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal;
| | - Domingos Barbosa
- LEPABE—Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal;
- AliCE—Associate Laboratory in Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
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Ye M, Yin D, Wu Y, Miao H, Wu Z, Liu P. Infrared radiation for cancer hyperthermia: the light to brighten up oncology. Expert Rev Anticancer Ther 2024; 24:1147-1160. [PMID: 39390965 DOI: 10.1080/14737140.2024.2416063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 09/09/2024] [Accepted: 10/09/2024] [Indexed: 10/12/2024]
Abstract
INTRODUCTION Cancer constitutes the greatest public health threat to humans, as its incidence and mortality rates continue to increase worldwide. With the development of medical physics, more practitioners focus on the direct and indirect anti-tumor effects of physical factors. Infrared radiation (INR) is currently the most rapidly developing physical therapy method for tumors and has become a favored target for many oncologists and researchers owing to its advantages of high efficiency, low toxicity, and strong feasibility. AREAS COVERED This work provides a comprehensive collection of the latest information on INR anti-tumor research, drawing from public medical databases (PubMed, Web of Science, Embase, and Clinical Trials) from the last 10 years (2014 to 2024), and encompassing both basic and clinical research in oncology and physics. This article reviews the application of INR in tumor hyperthermia, summarizes and analyzes the practical value of INR for tumor treatment, and discusses future development trends to provide valuable assistance for the subsequent development of oncology. EXPERT OPINION Currently, INR has continuously accumulated excellent data in the field of tumor hyperthermia, bringing practical survival benefits to patients with cancer, and playing an important role in basic and clinical cancer research.
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Affiliation(s)
- Mengna Ye
- Department of Internal Medicine, Liangzhu Sub-District Community Health Service Center, Hangzhou, China
| | - Dashan Yin
- Department of Radiation Oncology, Affiliated Zhejiang Hospital, Zhejiang University School of Medicine, Hangzhou, China
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Yufei Wu
- ACS (International) School of Singapore, Singapore, Singapore
| | - Hua Miao
- Department of Internal Medicine, Liangzhu Sub-District Community Health Service Center, Hangzhou, China
| | - Zhibing Wu
- Department of Oncology, Zhejiang Hospital, Hangzhou, China
- Department of Internal Medicine, Liangzhu Sub-District Community Health Service Center, Hangzhou, China
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Pengyuan Liu
- Department of Oncology, Zhejiang Hospital, Hangzhou, China
- School of Medicine, Zhejiang University, Hangzhou, China
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Walter J, Hader M, Sengedorj A, Fietkau R, Frey B, Gaipl US. Broadband microwave spiral applicator (105-125 MHz) for in vitro examinations of hyperthermia-induced tumor cell death forms - first analyses with human breast cancer cells. Int J Hyperthermia 2023; 40:2265590. [PMID: 37813393 DOI: 10.1080/02656736.2023.2265590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 09/26/2023] [Indexed: 10/11/2023] Open
Abstract
PURPOSE Local tumor heating with microwave applicators has been used in multimodal breast cancer therapies. This hyperthermia allows to target small regions while marginally affecting healthy tissue. However, most preclinical examinations only use simplified heating methods. Microwave applicators employed for deep heating to provide the greatest depth of penetration operate in the tens to hundreds frequency. Therefore, we aimed to adapt and test a clinically often used broadband spiral applicator (105-125 MHz) for hyperthermia with clinically wanted temperatures of 41 and 44 °C in in vitro settings with human breast cancer cell lines and with simulations. MATERIAL AND METHODS A clinically used spiral-microwave applicator (105-125 MHz) was the basis for the construction, simulation, and optimization of the in vitro HT set-up under stationary conditions. Microwave effects on tumor cell death of two human breast cancer cell lines (hormone-receptor positive MCF-7 and triple-negative MDA-MB-231) were compared with conventional heating in a contact-heating chamber. Cell death forms were analyzed by AnnexinV/Propidium iodide staining. RESULTS An in vitro spiral applicator microwave-based heating system that is effective at applying heat directly to adherent breast cancer cells in cell culture flasks with medium was developed. Simulations with COMSOL proved appropriate heat delivery and an optimal energy coupling at a frequency of 111 ± 2.5 MHz. Apoptosis and necrosis induction and significantly higher cell death rates than conventional heating at both temperatures were observed, and MCF-7 showed higher death rates than MDA-MB-231 tumor cells. CONCLUSIONS Well-characterized in vitro heating systems are mandatory for a better understanding of the biological effects of hyperthermia in tumor therapies and to finally determine optimized clinical treatment schemes.
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Affiliation(s)
- Jannik Walter
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Michael Hader
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Azzaya Sengedorj
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Rainer Fietkau
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Benjamin Frey
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Udo S Gaipl
- Translational Radiobiology, Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
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Yildiz G, Farhat I, Farrugia L, Bonello J, Zarb-Adami K, Sammut CV, Yilmaz T, Akduman I. Comparison of Microwave Hyperthermia Applicator Designs with Fora Dipole and Connected Array. SENSORS (BASEL, SWITZERLAND) 2023; 23:6592. [PMID: 37514884 PMCID: PMC10383607 DOI: 10.3390/s23146592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/03/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023]
Abstract
In microwave hyperthermia tumor therapy, electromagnetic waves focus energy on the tumor to elevate the temperature above its normal levels with minimal injury to the surrounding healthy tissue. Microwave hyperthermia applicator design is important for the effectiveness of the therapy and the feasibility of real-time application. In this study, the potential of using fractal octagonal ring antenna elements as a dipole antenna array and as a connected array at 2.45 GHz for breast tumor hyperthermia application was investigated. Microwave hyperthermia treatment models consisting of different fractal octagonal ring antenna array designs and a breast phantom are simulated in COMSOL Multiphysics to obtain the field distributions. The antenna excitation phases and magnitudes are optimized using the global particle swarm algorithm to selectively increase the specific absorption rate at the target region while minimizing hot spots in other regions within the breast. Specific absorption rate distributions, obtained inside the phantom, are analyzed for each proposed microwave hyperthermia applicator design. The dipole fractal octagonal ring antenna arrays are comparatively assessed for three different designs: circular, linear, and Cross-array. The 16-antenna dipole array performance was superior for all three 1-layer applicator designs, and no distinct difference was found between 16-antenna circular, linear, or cross arrays. Two-layer dipole arrays have better performance in the deep-tissue targets than one-layer arrays. The performance of the connected array with a higher number of layers exceeds the performance of the dipole arrays in the superficial regions, while they are comparable for deep regions of the breast. The 1-layer 12-antenna circular FORA dipole array feasibility as a microwave hyperthermia applicator was experimentally shown.
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Affiliation(s)
- Gulsah Yildiz
- Department of Electronics and Communication Engineering, Istanbul Technical University, 34469 Istanbul, Turkey
| | - Iman Farhat
- Department of Physics, University of Malta, MSD 2080 Msida, Malta
| | - Lourdes Farrugia
- Department of Physics, University of Malta, MSD 2080 Msida, Malta
| | - Julian Bonello
- Department of Physics, University of Malta, MSD 2080 Msida, Malta
| | | | - Charles V Sammut
- Department of Physics, University of Malta, MSD 2080 Msida, Malta
| | - Tuba Yilmaz
- Department of Electronics and Communication Engineering, Istanbul Technical University, 34469 Istanbul, Turkey
- Mitos Medical Technologies, 34467 Istanbul, Turkey
| | - Ibrahim Akduman
- Department of Electronics and Communication Engineering, Istanbul Technical University, 34469 Istanbul, Turkey
- Mitos Medical Technologies, 34467 Istanbul, Turkey
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Hyperthermia Treatment Monitoring via Deep Learning Enhanced Microwave Imaging: A Numerical Assessment. Cancers (Basel) 2023; 15:cancers15061717. [PMID: 36980603 PMCID: PMC10046415 DOI: 10.3390/cancers15061717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 03/16/2023] Open
Abstract
The paper deals with the problem of monitoring temperature during hyperthermia treatments in the whole domain of interest. In particular, a physics-assisted deep learning computational framework is proposed to provide an objective assessment of the temperature in the target tissue to be treated and in the healthy one to be preserved, based on the measurements performed by a microwave imaging device. The proposed concept is assessed in-silico for the case of neck tumors achieving an accuracy above 90%. The paper results show the potential of the proposed approach and support further studies aimed at its experimental validation.
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Yildiz G, Yilmaz T, Akduman I. Rotationally Adjustable Hyperthermia Applicators: A Computational Comparative Study of Circular and Linear Array Applicators. Diagnostics (Basel) 2022; 12:2677. [PMID: 36359518 PMCID: PMC9689518 DOI: 10.3390/diagnostics12112677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/25/2022] [Accepted: 11/02/2022] [Indexed: 07/30/2023] Open
Abstract
Microwave breast hyperthermia (MH) aims to increase the temperature at the tumor location with minimal change in the healthy tissue. To this end, the specific absorption rate (SAR) inside the breast is optimized. The choice of the MH applicator design is important for a superior energy focus on the target. Although hyperthermia treatment planning (HTP) changes for every patient, the MH applicator is required to be effective for different breast models and tumor types. The linear applicator (LA) is one of the previously proposed applicator designs with linearly arranged antennas; however, it suffers from low focusing ability in certain breast regions due to its unsymmetrical geometrical features. In this paper, we propose to radially adjust the LA to obtain alternative excitation schemes without actually changing the applicator. Antipodal Vivaldi antennas were utilized, and the antenna excitations were optimized with particle swarm optimization (PSO). The comparison of the rotated and the fixed linear applicator, between 12-antenna circular and linear applicators, and finally, between a 24-antenna circular applicator are provided. Within the 12 rotation angles and two target locations that were analyzed, the 135° axially rotated linear applicator gave a 35% to 84% higher target-to-breast SAR ratio (TBRS) and a 21% to 28% higher target-to-breast temperature ratio (TBRT) than the fixed linear applicator. For the deep-seated target, the 135° rotated linear applicator had an 80% higher TBRS and a 59% higher TBRT than the 12-antenna circular applicator, while the results were comparable to the 24-antenna circular applicator.
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Affiliation(s)
- Gulsah Yildiz
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34467, Turkey
| | - Tuba Yilmaz
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34467, Turkey
- Mitos Medical Technologies, Istanbul 34467, Turkey
| | - Ibrahim Akduman
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34467, Turkey
- Mitos Medical Technologies, Istanbul 34467, Turkey
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Yildiz G, Yasar H, Uslu IE, Demirel Y, Akinci MN, Yilmaz T, Akduman I. Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia. SENSORS (BASEL, SWITZERLAND) 2022; 22:6343. [PMID: 36080800 PMCID: PMC9460623 DOI: 10.3390/s22176343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 08/05/2022] [Accepted: 08/17/2022] [Indexed: 06/15/2023]
Abstract
Microwave hyperthermia (MH) requires the effective calibration of antenna excitations for the selective focusing of the microwave energy on the target region, with a nominal effect on the surrounding tissue. To this end, many different antenna calibration methods, such as optimization techniques and look-up tables, have been proposed in the literature. These optimization procedures, however, do not consider the whole nature of the electric field, which is a complex vector field; instead, it is simplified to a real and scalar field component. Furthermore, most of the approaches in the literature are system-specific, limiting the applicability of the proposed methods to specific configurations. In this paper, we propose an antenna excitation optimization scheme applicable to a variety of configurations and present the results of a convolutional neural network (CNN)-based approach for two different configurations. The data set for CNN training is collected by superposing the information obtained from individual antenna elements. The results of the CNN models outperform the look-up table results. The proposed approach is promising, as the phase-only optimization and phase-power-combined optimization show a 27% and 4% lower hotspot-to-target energy ratio, respectively, than the look-up table results for the linear MH applicator. The proposed deep-learning-based optimization technique can be utilized as a protocol to be applied on any MH applicator for the optimization of the antenna excitations, as well as for a comparison of MH applicators.
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Affiliation(s)
- Gulsah Yildiz
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
| | - Halimcan Yasar
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
| | - Ibrahim Enes Uslu
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
| | - Yusuf Demirel
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
| | - Mehmet Nuri Akinci
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
| | - Tuba Yilmaz
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
- Mitos Medical Technologies, Istanbul 34469, Turkey
| | - Ibrahim Akduman
- Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul 34469, Turkey
- Mitos Medical Technologies, Istanbul 34469, Turkey
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Song J, Sun X, Du Y, Wu Q, Niu M, Fu C, Tan L, Ren X, Chen L, Meng X. Micro-Opening Ridged Waveguide Tumor Hyperthermia Antenna Combined with Microwave-Sensitive MOF Material for Tumor Microwave Hyperthermia Therapy. ACS APPLIED BIO MATERIALS 2022; 5:4154-4164. [PMID: 35940588 DOI: 10.1021/acsabm.2c00234] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Microwave hyperthermia is an emerging minimally invasive therapy in which thermal damage and apoptosis of tumor cells are induced by local heating of tissues with microwave radiation. Recently, microwave hyperthermia has been widely used in clinical practice; however, uneven aggregation and dispersion of malignant tumors after microwave hyperthermia are the main problems associated with this method. In this work, a microridged waveguide tumor hyperthermia antenna with an operating frequency of 915 MHz was designed. Although its volume is only 6.6 cm3, it exhibited a highly focused heating effect, achieving rapid heating in a small area. However, microwave hyperthermia has several shortcomings. Microwaves cannot specifically identify and target tumors; this decreases the efficiency of the treatment if the temperature of the tumor site is not sufficiently high for its size and location. Therefore, Zr metal-organic framework (ZrMOF)-derived composite ZCNC was synthesized using the ultrasonic aerosol flow method, which has good microwave sensitization and biosafety. ZCNC reduced the damage to normal cells and greatly improved the tumor treatment effect of microwave hyperthermia (tumor inhibition rate reached 78.01%). Thus, the proposed strategy effectively improves the current clinical microwave hyperthermia treatment method.
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Affiliation(s)
- Jingjing Song
- School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiaohan Sun
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
- Department of Radiology, First Hospital of China Medical University, Shenyang 110001, China
| | - Yongxing Du
- School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China
| | - Qiong Wu
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Meng Niu
- Department of Radiology, First Hospital of China Medical University, Shenyang 110001, China
| | - Changhui Fu
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Longfei Tan
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Xiangling Ren
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
| | - Lufeng Chen
- Department of Radiation Oncology, First Clinical Medical School and First Hospital of Shanxi Medical University, Taiyiuan 030001, China
| | - Xianwei Meng
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing 100190, China
- CAS Key Laboratory of Cryogenics, Technical Institute of Physics and Chemistry, Beijing 100190, China
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11
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Floridi C, Cellina M, Irmici G, Bruno A, Rossini N, Borgheresi A, Agostini A, Bruno F, Arrigoni F, Arrichiello A, Candelari R, Barile A, Carrafiello G, Giovagnoni A. Precision Imaging Guidance in the Era of Precision Oncology: An Update of Imaging Tools for Interventional Procedures. J Clin Med 2022; 11:4028. [PMID: 35887791 PMCID: PMC9322069 DOI: 10.3390/jcm11144028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/02/2022] [Accepted: 07/08/2022] [Indexed: 02/05/2023] Open
Abstract
Interventional oncology (IO) procedures have become extremely popular in interventional radiology (IR) and play an essential role in the diagnosis, treatment, and supportive care of oncologic patients through new and safe procedures. IR procedures can be divided into two main groups: vascular and non-vascular. Vascular approaches are mainly based on embolization and concomitant injection of chemotherapeutics directly into the tumor-feeding vessels. Percutaneous approaches are a type of non-vascular procedures and include percutaneous image-guided biopsies and different ablation techniques with radiofrequency, microwaves, cryoablation, and focused ultrasound. The use of these techniques requires precise imaging pretreatment planning and guidance that can be provided through different imaging techniques: ultrasound, computed tomography, cone-beam computed tomography, and magnetic resonance. These imaging modalities can be used alone or in combination, thanks to fusion imaging, to further improve the confidence of the operators and the efficacy and safety of the procedures. This article aims is to provide an overview of the available IO procedures based on clinical imaging guidance to develop a targeted and optimal approach to cancer patients.
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Affiliation(s)
- Chiara Floridi
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (A.B.); (N.R.); (A.A.); (A.G.)
- Division of Special and Pediatric Radiology, Department of Radiology, University Hospital “Umberto I—Lancisi—Salesi”, 60126 Ancona, Italy;
- Division of Interventional Radiology, Department of Radiological Sciences, University Politecnica Delle Marche, 60126 Ancona, Italy;
| | - Michaela Cellina
- Radiology Department, Fatebenefratelli Hospital, ASST Fatebenefratelli Sacco, 20122 Milan, Italy;
| | - Giovanni Irmici
- Post-Graduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (G.I.); (A.A.)
| | - Alessandra Bruno
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (A.B.); (N.R.); (A.A.); (A.G.)
| | - Nicolo’ Rossini
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (A.B.); (N.R.); (A.A.); (A.G.)
| | - Alessandra Borgheresi
- Division of Special and Pediatric Radiology, Department of Radiology, University Hospital “Umberto I—Lancisi—Salesi”, 60126 Ancona, Italy;
| | - Andrea Agostini
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (A.B.); (N.R.); (A.A.); (A.G.)
| | - Federico Bruno
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (F.B.); (A.B.)
| | - Francesco Arrigoni
- Emergency and Interventional Radiology, San Salvatore Hospital, 67100 L’Aquila, Italy;
| | - Antonio Arrichiello
- Post-Graduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (G.I.); (A.A.)
| | - Roberto Candelari
- Division of Interventional Radiology, Department of Radiological Sciences, University Politecnica Delle Marche, 60126 Ancona, Italy;
| | - Antonio Barile
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy; (F.B.); (A.B.)
| | - Gianpaolo Carrafiello
- Operative Unit of Radiology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico di Milano, 20122 Milan, Italy;
- Department of Health Sciences, Università degli Studi di Milano, 20122 Milan, Italy
| | - Andrea Giovagnoni
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (A.B.); (N.R.); (A.A.); (A.G.)
- Division of Special and Pediatric Radiology, Department of Radiology, University Hospital “Umberto I—Lancisi—Salesi”, 60126 Ancona, Italy;
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