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Vijaya P, Chander S, Fernandes R, Rodrigues AP, Raja M. Flamingo Search Sailfish Optimizer Based SqueezeNet for Detection of Breast Cancer Using MRI Images. Cancer Invest 2024:1-24. [PMID: 39301618 DOI: 10.1080/07357907.2024.2403088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 09/08/2024] [Indexed: 09/22/2024]
Abstract
Breast cancer with increased risk in women is identified with Breast Magnetic Resonance Imaging (Breast MRI) and this helps in evaluating treatment therapies. Breast MRI is time time-consuming process that involves the assessment of current imaging. This research work depends on the detection of breast cancer at the earlier stages. Among various cancers, breast cancer in women occurs in larger accounts for almost 30% of estimated cancer cases. In this research, many steps are followed for breast cancer detection like pre-processing, segmentation, augmentation, extraction of features, and cancer detection. Here, the median filter is utilized for pre-processing, as well as segmentation is followed after pre-processing, which is done by Psi-Net. Moreover, the process of augmentation like shearing, translation, and cropping are followed after segmentation. Also, the segmented image tends to process feature extraction, where features like shape features, Completed Local Binary Pattern (CLBP), Pyramid Histogram of Oriented Gradients (PHOG), and statistical features are extracted. Finally, breast cancer is detected using the DL model, SqueezeNet. Here, the newly devised Flamingo Search SailFish Optimizer (FSSFO) is used in training Psi-Net as well as SqueezeNet. Furthermore, FSSFO is the combination of both the Flamingo Search Algorithm (FSA) and SailFish Optimizer (SFO).
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Affiliation(s)
- P Vijaya
- Department of Mathematics & Computer Science, Modern College of Business and Sciences, Muscat, Oman
| | - Satish Chander
- Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi, India
| | - Roshan Fernandes
- Department of Cyber Security, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India
| | - Anisha P Rodrigues
- Department of Computer Science and Engineering, NMAM Institute of Technology, NITTE (Deemed to be University), Nitte, India
| | - Maheswari Raja
- School of Computer Science and Information Technology, Symbiosis Skills and Professional University, Pune, India
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Ambrosanio M, Bevacqua MT, LoVetri J, Pascazio V, Isernia T. In-Vivo Electrical Properties Estimation of Biological Tissues by Means of a Multi-Step Microwave Tomography Approach. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024; 43:1983-1994. [PMID: 38224510 DOI: 10.1109/tmi.2024.3354463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Abstract
The accurate quantitative estimation of the electromagnetic properties of tissues can serve important diagnostic and therapeutic medical purposes. Quantitative microwave tomography is an imaging modality that can provide maps of the in-vivo electromagnetic properties of the imaged tissues, i.e. both the permittivity and the electric conductivity. A multi-step microwave tomography approach is proposed for the accurate retrieval of such spatial maps of biological tissues. The underlying idea behind the new imaging approach is to progressively add details to the maps in a step-wise fashion starting from single-frequency qualitative reconstructions. Multi-frequency microwave data is utilized strategically in the final stage. The approach results in improved accuracy of the reconstructions compared to inversion of the data in a single step. As a case study, the proposed workflow was tested on an experimental microwave data set collected for the imaging of the human forearm. The human forearm is a good test case as it contains several soft tissues as well as bone, exhibiting a wide range of values for the electrical properties.
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Yang D, Gu C, Gu Y, Zhang X, Ge D, Zhang Y, Wang N, Zheng X, Wang H, Yang L, Chen S, Xie P, Chen D, Yu J, Sun J, Bai C. Electrical Impedance Analysis for Lung Cancer: A Prospective, Multicenter, Blind Validation Study. Front Oncol 2022; 12:900110. [PMID: 35936739 PMCID: PMC9348894 DOI: 10.3389/fonc.2022.900110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 06/17/2022] [Indexed: 12/02/2022] Open
Abstract
Hypothesis Patients with cancer have different impedances or conductances than patients with benign normal tissue; thus, we can apply electrical impedance analysis (EIA) to identify patients with cancer. Method To evaluate EIA’s efficacy and safety profile in diagnosing pulmonary lesions, we conducted a prospective, multicenter study among patients with pulmonary lesions recruited from 4 clinical centers (Zhongshan Hospital Ethics Committee, Approval No. 2015-16R and 2017-035(3). They underwent EIA to obtain an Algorithm Composite Score or ‘Prolung Index,’ PI. The classification threshold of 29 was first tested in an analytical validation set of 144 patients and independently validated in a clinical validation set of 418 patients. The subject’s final diagnosis depended on histology and a 2-year follow-up. Results In total, 418 patients completed the entire protocol for clinical validation, with 186 true positives, 145 true negatives, 52 false positives, and 35 false negatives. The sensitivity, specificity, and diagnostic yield were 84% (95% CI 79.3%-89.0%), 74% (95% CI 67.4%-79.8%), and 79% (95%CI 75.3%-83.1%), respectively, and did not differ according to age, sex, smoking history, body mass index, or lesion types. The sensitivity of small lesions was comparable to that of large lesions (p = 0.13). Four hundred eighty-four patients who underwent the analysis received a safety evaluation. No adverse events were considered to be related to the test. Conclusion Electrical impedance analysis is a safe and efficient tool for risk stratification of pulmonary lesions, especially for patients with a suspicious lung lesion.
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Affiliation(s)
- Dawei Yang
- Department of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Respiratory Research Institution, Shanghai, China
- Chinese Alliance Against Lung Cancer, Shanghai, China
- Shanghai Engineer & Technology Research Center of Internet of Things for Respiratory Medicine, Shanghai, China
| | - Chuanjia Gu
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Ye Gu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
| | - Xiaodong Zhang
- Department of Pulmonary Medicine, Nantong Tumor Hospital, Nantong, China
| | - Di Ge
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yong Zhang
- Department of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ningfang Wang
- Department of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaoxuan Zheng
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Hao Wang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
| | - Li Yang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
| | - Saihua Chen
- Department of Pulmonary Medicine, Nantong Tumor Hospital, Nantong, China
| | - Pengfei Xie
- Department of Pulmonary Medicine, Nantong Tumor Hospital, Nantong, China
| | - Deng Chen
- Key Laboratory of Public Health Safety, Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Jinming Yu
- Key Laboratory of Public Health Safety, Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Jiayuan Sun
- Department of Respiratory Endoscopy, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
- Shanghai Engineering Research Center of Respiratory Endoscopy, Shanghai, China
- *Correspondence: Chunxue Bai, ; Jiayuan Sun,
| | - Chunxue Bai
- Department of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Respiratory Research Institution, Shanghai, China
- Chinese Alliance Against Lung Cancer, Shanghai, China
- Shanghai Engineer & Technology Research Center of Internet of Things for Respiratory Medicine, Shanghai, China
- *Correspondence: Chunxue Bai, ; Jiayuan Sun,
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Copper–Ruthenium Composite as Perspective Material for Bioelectrodes: Laser-Assisted Synthesis, Biocompatibility Study, and an Impedance-Based Cellular Biosensor as Proof of Concept. BIOSENSORS 2022; 12:bios12070527. [PMID: 35884330 PMCID: PMC9313201 DOI: 10.3390/bios12070527] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/03/2022] [Accepted: 07/06/2022] [Indexed: 11/17/2022]
Abstract
Copper is an inexpensive material that has found wide application in electronics due to its remarkable electric properties. However, the high toxicity of both copper and copper oxide imposes restrictions on the application of this metal as a material for bioelectronics. One way to increase the biocompatibility of pure copper while keeping its remarkable properties is to use copper-based composites. In the present study, we explored a new copper–ruthenium composite as a potential biocompatible material for bioelectrodes. Sample electrodes were obtained by subsequent laser deposition of copper and ruthenium on glass plates from a solution containing salts of these metals. The fabricated Cu–Ru electrodes exhibit high effective area and their impedance properties can be described by simple R-CPE equivalent circuits that make them perspective for sensing applications. Finally, we designed a simple impedance cell-based biosensor using this material that allows us to distinguish between dead and alive HeLa cells.
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Yap DYH, Ma EKY, Oon WY, Lee WH, Li WH, Ho CM, Gautama B, Chan RW, Wong EC. Bio-conductivity characteristics of chronic kidney disease stages examined by portable frequency-difference electrical impedance tomography. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:3378-3381. [PMID: 36086019 DOI: 10.1109/embc48229.2022.9871377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Chronic kidney disease (CKD) is an escalating global health concern, and non-invasive means for early CKD detection is eagerly awaited. Here, we explore the potential of using home-based frequency-difference electrical impedance tomography (fdEIT) to evaluate CKD based on bio-conductivity characteristics. We first verified the feasibility of using portable EIT capturing bio-conductivity in fresh pig kidneys ex vivo. We further performed bio-conductivity measurement in vivo paired with standard eGFR measurements on CKD patients by EIT and traditional blood test, respectively. Our results showed a significant correlation between renal bio-conductivity changes captured by fdEIT and standard eGFR scores. These results hold promise to be developed into a non-invasive and portable device for early CKD detection and longitudinal CKD treatment monitoring in clinical, community and home-based settings. Clinical Relevance - A novel non-invasive bio-conductivity approach was developed for CKD classification. The renal assessment with portable EIT device demonstrated the potential to ameliorate the detection and classification of CKD into a portable, accessible, self-administrable home-based process.
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The Accuracy of Electrical Impedance Tomography for Breast Cancer Detection: A Systematic Review and Meta-Analysis. Breast J 2022; 2022:8565490. [PMID: 35711881 PMCID: PMC9186524 DOI: 10.1155/2022/8565490] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 03/14/2022] [Accepted: 05/05/2022] [Indexed: 12/12/2022]
Abstract
Introduction Incidence of breast cancer (BC) in 2020 is about 2.26 million new cases. It is the first common cancer accounting for 11.7% of all cancer worldwide. Disease complications and the mortality rate of breast cancer are highly dependent on the early diagnosis. Therefore, novel human breast-imaging techniques play an important role in minimizing the breast cancer morbidity and mortality rate. Electrical impedance tomography (EIT) is a noninvasive technique to image the breast using the electrical impedance behavior of the body tissues. Objectives The aims of this manuscript are as follows: (1) a comprehensive investigation of the accuracy of EIT for breast cancer diagnosis through searching pieces of evidence in the valid databases and (2) meta-analyses of the results. Methods The systematic search was performed in the electronic databases including PubMed, Web of Science, EMBASE, Science Direct, ProQuest, Scopus, and Google Scholar without time and language limitation until January 2021. Search terms were “EIT” and “Breast Cancer” with their synonyms. Relevant studies were included based on PRISMA and study objectives. Quality of studies and risk of bias were performed by QUADAS-2 tools. Then, relevant data were extracted in Excel form. The hierarchical/bivariate meta-analysis was performed with “metandi” package for the ROC plot of sensitivity and specificity. Forest plot of the Accuracy index and double arcsine transformations was applied to stabilize the variance. The heterogeneity of the studies was evaluated by the forest plots, χ2 test (assuming a significance at the a-level of 10%), and the I2 statistic for the Accuracy index. Results A total of 4027 articles were found. Finally, 12 of which met our criteria. Overall, these articles included studies of 5487 breast cancer patients. EIT had an overall pooled sensitivity and specificity of 75.88% (95% CI, 61.92% to 85.89%) and 82.04% (95% CI, 69.72% to 90.06%), respectively. The pooled diagnostic odds ratio was 14.37 (95% CI, 6.22% to 33.20%), and the pooled effect of accuracy was 0.79 with 95% CI (0.73, 0.83). Conclusions This study showed that EIT can be used as a useful method alongside mammography. EIT sensitivity could not be compared with the sensitivity of MRI, but in terms of specificity, it can be considered as a new method that probably can get more attention. Furthermore, large-scale studies will be needed to support the evidence.
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Lin JC, Liatsis P, Alexandridis P. Flexible and Stretchable Electrically Conductive Polymer Materials for Physical Sensing Applications. POLYM REV 2022. [DOI: 10.1080/15583724.2022.2059673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Jui-Chi Lin
- Department of Biomedical Engineering, University at Buffalo, The State University of New York (SUNY), Buffalo, NY, USA
| | - Panos Liatsis
- Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE
| | - Paschalis Alexandridis
- Department of Biomedical Engineering, University at Buffalo, The State University of New York (SUNY), Buffalo, NY, USA
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York (SUNY), Buffalo, NY, USA
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Gómez-Cortés JC, Díaz-Carmona JJ, Padilla-Medina JA, Calderon AE, Gutiérrez AIB, Gutiérrez-López M, Prado-Olivarez J. Electrical Impedance Tomography Technical Contributions for Detection and 3D Geometric Localization of Breast Tumors: A Systematic Review. MICROMACHINES 2022; 13:mi13040496. [PMID: 35457801 PMCID: PMC9025021 DOI: 10.3390/mi13040496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 12/30/2022]
Abstract
Impedance measuring acquisition systems focused on breast tumor detection, as well as image processing techniques for 3D imaging, are reviewed in this paper in order to define potential opportunity areas for future research. The description of reported works using electrical impedance tomography (EIT)-based techniques and methodologies for 3D bioimpedance imaging of breast tissues with tumors is presented. The review is based on searching and analyzing related works reported in the most important research databases and is structured according to the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) parameters and statements. Nineteen papers reporting breast tumor detection and location using EIT were systematically selected and analyzed in this review. Clinical trials in the experimental stage did not produce results in most of analyzed proposals (about 80%), wherein statistical criteria comparison was not possible, such as specificity, sensitivity and predictive values. A 3D representation of bioimpedance is a potential tool for medical applications in malignant breast tumors detection being capable to estimate an ap-proximate the tumor volume and geometric location, in contrast with a tumor area computing capacity, but not the tumor extension depth, in a 2D representation.
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Cheon SI, Kweon SJ, Kim Y, Koo J, Ha S, Je M. An Impedance Readout IC with Ratio-Based Measurement Techniques for Electrical Impedance Spectroscopy. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22041563. [PMID: 35214475 PMCID: PMC8876594 DOI: 10.3390/s22041563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/11/2022] [Accepted: 02/14/2022] [Indexed: 06/02/2023]
Abstract
This paper presents an error-tolerant and power-efficient impedance measurement scheme for bioimpedance acquisition. The proposed architecture measures the magnitude and the real part of the target complex impedance, unlike other impedance measurement architectures measuring either the real/imaginary components or the magnitude and phase. The phase information of the target impedance is obtained by using the ratio between the magnitude and the real components. This can allow for avoiding direct phase measurements, which require fast, power-hungry circuit blocks. A reference resistor is connected in series with the target impedance to compensate for the errors caused by the delay in the sinusoidal signal generator and the amplifier at the front. Moreover, an additional magnitude measurement path is connected to the reference resistor to cancel out the nonlinearity of the proposed system and enhance the settling speed of the low-pass filter by a ratio-based detection. Thanks to this ratio-based detection, the accuracy is enhanced by 30%, and the settling time is improved by 87.7% compared to the conventional single-path detection. The proposed integrated circuit consumes only 513 μW for a wide frequency range of 10 Hz to 1 MHz, with the maximum magnitude and phase errors of 0.3% and 2.1°, respectively.
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Affiliation(s)
- Song-I Cheon
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea; (S.-I.C.); (Y.K.); (J.K.)
| | - Soon-Jae Kweon
- Division of Engineering, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates;
| | - Youngin Kim
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea; (S.-I.C.); (Y.K.); (J.K.)
| | - Jimin Koo
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea; (S.-I.C.); (Y.K.); (J.K.)
| | - Sohmyung Ha
- Division of Engineering, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates;
- Tandon School of Engineering, New York University, New York, NY 10003, USA
| | - Minkyu Je
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea; (S.-I.C.); (Y.K.); (J.K.)
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Chang CC, Jan WL, Juan CH, Meng NH, Lin BS, Chen HC. Novel Wireless Bioimpedance Device for Segmental Lymphedema Analysis Post Dual-Site Free Vascularized Lymph Node Transfer: A Prospective Cohort Study. SENSORS 2021; 21:s21248187. [PMID: 34960279 PMCID: PMC8707995 DOI: 10.3390/s21248187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/01/2021] [Accepted: 12/06/2021] [Indexed: 01/02/2023]
Abstract
An innovative wireless device for bioimpedance analysis was developed for post-dual-site free vascularized lymph node transfer (VLNT) evaluation. Seven patients received dual-site free VLNT for unilateral upper or lower limb lymphedema. A total of 10 healthy college students were enrolled in the healthy control group. The device was applied to the affected and unaffected limbs to assess segmental alterations in bioimpedance. The affected proximal limb showed a significant increase in bioimpedance at postoperative sixth month (3.3 [2.8, 3.6], p = 0.001) with 10 kHz currents for better penetration, although the difference was not significant (3.3 [3.3, 3.8]) at 1 kHz. The bioimpedance of the affected distal limb significantly increased after dual-site free VLNT surgery, whether passing with the 1 kHz (1.6 [0.7, 3.4], p = 0.030, postoperative first month; 2.8 [1.0, 4.2], p = 0.027, postoperative third month; and 1.3 [1.3, 3.4], p = 0.009, postoperative sixth month) or 10 kHz current ((1.4 [0.5, 2.7], p = 0.049, postoperative first month; 3.2 [0.9, 6.3], p = 0.003, postoperative third month; and 3.6 [2.5, 4.1], p < 0.001, postoperative sixth month). Bioimpedance alterations on the affected distal limb were significantly correlated with follow-up time (rho = 0.456, p = 0.029 detected at 10 kHz). This bioimpedance wireless device could quantitatively monitor the interstitial fluid alterations, which is suitable for postoperative real-time surveillance.
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Affiliation(s)
- Chang-Cheng Chang
- Division of Plastic and Reconstructive Surgery, Department of Surgery, China Medical University Hospital, Taichung 404332, Taiwan; (C.-C.C.); (W.-L.J.)
- School of Medicine, College of Medicine, China Medical University, Taichung 404333, Taiwan
- Institute of Imaging and Biomedical Photonics, National Yang Ming Chiao Tung University, Tainan 711010, Taiwan
| | - Wei-Ling Jan
- Division of Plastic and Reconstructive Surgery, Department of Surgery, China Medical University Hospital, Taichung 404332, Taiwan; (C.-C.C.); (W.-L.J.)
| | - Cheng-Huei Juan
- Institute of Biomedical Science, China Medical University, Taichung 404333, Taiwan;
| | - Nai-Hsin Meng
- Department of Physical Medicine and Rehabilitation, China Medical University Hospital, Taichung 404332, Taiwan;
| | - Bor-Shyh Lin
- Institute of Imaging and Biomedical Photonics, National Yang Ming Chiao Tung University, Tainan 711010, Taiwan
- Correspondence: (B.-S.L.); (H.-C.C.); Tel.: +886-6-3032121-57835 (B.S.-L.); +886-4-22052121-1538 (H.-C.C.)
| | - Hung-Chi Chen
- Division of Plastic and Reconstructive Surgery, Department of Surgery, China Medical University Hospital, Taichung 404332, Taiwan; (C.-C.C.); (W.-L.J.)
- International Medical Service Center, China Medical University Hospital, Taichung 404332, Taiwan
- Correspondence: (B.-S.L.); (H.-C.C.); Tel.: +886-6-3032121-57835 (B.S.-L.); +886-4-22052121-1538 (H.-C.C.)
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Liu Y, Li D, Qian J, Di B, Zhang G, Ren Z. Electrical impedance spectroscopy (EIS) in plant roots research: a review. PLANT METHODS 2021; 17:118. [PMID: 34774075 PMCID: PMC8590265 DOI: 10.1186/s13007-021-00817-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 11/01/2021] [Indexed: 05/06/2023]
Abstract
Nondestructive testing of plant roots is a hot topic in recent years. The traditional measurement process is time-consuming and laborious, and it is impossible to analyze the state of plant roots without destroying the sample. Recent studies have shown that as an excellent nondestructive measurement method, although electrical impedance spectroscopy (EIS) has made great achievements in many botanical research fields such as plant morphology and stress resistance, there are still limitations. This review summarizes the application of EIS in plant root measurement. The experiment scheme, instrument and electrode, excitation frequency range, root electrical characteristics, equivalent circuit, and combination of EIS and artificial intelligence (AI) are discussed. Furthermore, the review suggests that future research should focus on miniaturization of measurement equipment, standardization of planting environment and intelligentization of root diagnosis, so as to better apply EIS technology to in situ root nondestructive measurement.
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Affiliation(s)
- Yang Liu
- College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, 071001, People's Republic of China
- Department of Computer Application Engineering, Hebei Software Institute, Baoding, 071000, China
| | - DongMing Li
- College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, 071001, People's Republic of China
| | - Ji Qian
- College of Horticulture, Hebei Agricultural University, Baoding, 071001, China
| | - Bao Di
- College of Horticulture, Hebei Agricultural University, Baoding, 071001, China
| | - Gang Zhang
- College of Horticulture, Hebei Agricultural University, Baoding, 071001, China
| | - ZhenHui Ren
- College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding, 071001, People's Republic of China.
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Sun B, Darma PN, Shirai T, Narita K, Takei M. Electrical-tomographic imaging of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation ( vic-EMS). Physiol Meas 2021; 42. [PMID: 34467954 DOI: 10.1088/1361-6579/ac2265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 08/31/2021] [Indexed: 11/12/2022]
Abstract
Objectives. The electrical-tomographic imaging has been achieved for exploring differential tendency of physiological-induced conductive response in calf muscle compartments during voltage intensity change of electrical muscle stimulation (vic-EMS).Approach. In the experiments, the differential tendency of conductivity distribution imagesσduringvic-EMS were clearly imaged as three responsive muscle compartments, which are calledM1compartment composed of gastrocnemius muscle,M2compartment composed of tibialis anterior, extensor digitorum longus, and peroneus longus muscles, andM3compartment composed of soleus muscle.Main results. The differential tendency of spatial-mean conductivity 〈σ〉M1is the same as the differential tendency of venous blood flow velocityvbland blood lactate concentrationCblduringvic-EMS by the increased tendency of spatial-mean conductivity difference Δ〈σ〉M1, venous blood flow velocity difference Δvbland blood lactate concentration difference ΔCbl. The 〈σ〉M1is increased with the increase of voltage intensity from 〈σpre〉M1 = 0.142 [-] to 〈σl14 〉 M1 = 0.442 [-] (pre: pre-training,l14: voltage level duringvic-EMSl = 14) by Δ〈σl14-pre〉M1 = 204.2% (n = 16,p < 0.01). Correspondingly, thevblandCblare increased with the increase of voltage intensity by Δvbll14-pre= 1480.5% (n = 16,p < 0.01) and ΔCbll14-pre= 230.1% (n = 16,p < 0.01) respectively.Significance: The reason for the differential tendency of increase in <σ>M1suggests an increase in muscle extracellular volumes duringvic-EMS due to the co-effect of venous blood flow velocity and blood lactate metabolism. Based on the conductivity second-order difference images∂2σM1φ∂φ2φand spatial-mean conductivity second-order difference∂2σM1φ∂φ2φ,optimum voltage intensityφOVIis discussed among sixteen volunteer subjects, which increased with a thicker subcutaneous fat layer.
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Affiliation(s)
- Bo Sun
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, Chiba-shi, Japan
| | - Panji Nursetia Darma
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, Chiba-shi, Japan
| | | | | | - Masahiro Takei
- Department of Mechanical Engineering, Graduate School of Science and Engineering, Chiba University, Chiba-shi, Japan
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Bou A, Bisquert J. Impedance Spectroscopy Dynamics of Biological Neural Elements: From Memristors to Neurons and Synapses. J Phys Chem B 2021; 125:9934-9949. [PMID: 34436891 DOI: 10.1021/acs.jpcb.1c03905] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Understanding the operation of neurons and synapses is essential to reproducing biological computation. Building artificial neuromorphic networks opens the door to a new generation of faster and low-energy-consuming electronic circuits for computation. The main candidates to imitate the natural biocomputation processes, such as the generation of action potentials and spiking, are memristors. Generally, the study of the performance of material neuromorphic elements is done by the analysis of time transient signals. Here, we present an analysis of neural systems in the frequency domain by small-amplitude ac impedance spectroscopy. We start from the constitutive equations for the conductance and memory effect, and we derive and classify the impedance spectroscopy spectra. We first provide a general analysis of a memristor and demonstrate that this element can be expressed as a combination of simple parts. In particular, we derive a basic equivalent circuit where the memory effect is represented by an RL branch. We show that this ac model is quite general and describes the inductive/negative capacitance response in many systems such as halide perovskites and organic LEDs. Thereafter, we derive the impedance response of the integrate-and-fire exponential adaptative neuron model that introduces a negative differential resistance and a richer set of spectra. On the basis of these insights, we provide an interpretation of the varied spectra that appear in the more general Hodgkin-Huxley neuron model. Our work provides important criteria to determine the properties that must be found in material realizations of neuronal elements. This approach has the great advantage that the analysis of highly complex phenomena can be based purely on the shape of experimental impedance spectra, avoiding the need for specific modeling of rather involved material processes that produce the required response.
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Affiliation(s)
- Agustín Bou
- Institute of Advanced Materials (INAM), Universitat Jaume I, 12006 Castelló, Spain
| | - Juan Bisquert
- Institute of Advanced Materials (INAM), Universitat Jaume I, 12006 Castelló, Spain
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14
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Lin BS, Yu HR, Kuo YT, Liu YW, Chen HY, Lin BS. Wearable Electrical Impedance Tomography Belt With Dry Electrodes. IEEE Trans Biomed Eng 2021; 69:955-962. [PMID: 34495826 DOI: 10.1109/tbme.2021.3110527] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Electrical impedance tomography (EIT) is a noninvasive imaging technology used to reconstruct the conductivity distribution in objects and the human body. In recent years, numerous EIT systems and image reconstruction algorithms have been developed. However, most of these EIT systems require conventional electrodes with conductive gels (wet electrodes) and cannot be adapted to different body types, resulting in limited applicability. In this study, a wearable wireless EIT belt with dry electrodes was designed to enable EIT imaging of the human body without using wet electrodes. The specific design of the belt mechanism and dry electrodes provide the advantages of easy wear and adaptation to different body sizes. Additionally, the GaussNewton method was used to optimize the EIT image. Finally, experiments were performed on the phantom and human body to validate the performance of the proposed EIT belt. The results demonstrate that the proposed system can provide accurate location information of the objects in the EIT image and the system can be successfully applied for noninvasive measurement of the human body.
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15
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Correlation between electrical characteristics and biomarkers in breast cancer cells. Sci Rep 2021; 11:14294. [PMID: 34253828 PMCID: PMC8275571 DOI: 10.1038/s41598-021-93793-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 06/28/2021] [Indexed: 11/09/2022] Open
Abstract
Both electrical properties and biomarkers of biological tissues can be used to distinguish between normal and diseased tissues, and the correlations between them are critical for clinical applications of conductivity (σ) and permittivity (ε); however, these correlations remain unknown. This study aimed to investigate potential correlations between electrical characteristics and biomarkers of breast cancer cells (BCC). Changes in σ and ε of different components in suspensions of normal cells and BCC were analyzed in the range of 200 kHz-5 MHz. Pearson's correlation coefficient heatmap was used to investigate the correlation between σ and ε of the cell suspensions at different stages and biomarkers of cell growth and microenvironment. σ and ε of the cell suspensions closely resembled those of tissues. Further, the correlations between Na+/H+ exchanger 1 and ε and σ of cell suspensions were extremely significant among all biomarkers (pε < 0.001; pσ < 0.001). There were significant positive correlations between cell proliferation biomarkers and ε and σ of cell suspensions (pε/σ < 0.05). The microenvironment may be crucial in the testing of cellular electrical properties. ε and σ are potential parameters to characterize the development of breast cancer.
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16
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Phan TL, Hieu NV, Li TS, Tsao KC, Ching CTS. Noninvasive and real-time in vivo characterization of Inflammation skin. A feasibility of animal study. Skin Res Technol 2021; 27:846-853. [PMID: 33890700 DOI: 10.1111/srt.13030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 03/11/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Inflammatory skin diseases were the most common problem in dermatology. This study aimed to develop a circuit by using a simple method for noninvasive, objective, and real-time skin inflammation screening. MATERIALS AND METHODS Sprague-Dawley rats were used in this study. The rats were chemically induced to suffer from skin inflammation at the back of their left-hand side while the right-hand side of their back remained untreated serving as a control. Impedance (Z) spectrum of the rat's skin was recorded. RESULTS Two characteristic frequencies (4.5 and 48.3 kHz) were found. At the two frequencies, the impedance of inflammatory skin tissue (ZIST ) was found to be significantly (P < .05) smaller than that of normal healthy skin tissue (ZNHST ). Moreover, the ratio of the impedance measured at 4.5 kHz (Zf = 4 .5 kHz ) to the impedance measured at 48.3 kHz (Zf = 48.3 kHz ), that is, Zf = 4.5 kHz /Zf = 48.3 kHz , was capable of skin inflammation screening. It was observed that the inflammatory skin tissue (IST) had the smaller value of Zf = 4 .5 kHz /Zf = 48.3 kHz (value < 8.5) and normal healthy skin tissue (NHST) had the higher value of Zf = 4 .5 kHz /Zf = 48.3 kHz (value ≈ 10) which almost remained constant. CONCLUSION A circuit was developed which was used for measuring the skin impedance accurately at the two characteristic frequencies for skin inflammation screening.
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Affiliation(s)
- Thien Luan Phan
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung City, Taiwan.,Department of Physics and Electronic Engineering, University of Science (Vietnam National University of Hochiminh City), Ho Chi Minh City, Vietnam
| | - Nguyen Van Hieu
- Department of Physics and Electronic Engineering, University of Science (Vietnam National University of Hochiminh City), Ho Chi Minh City, Vietnam
| | - Tzong Shiun Li
- Department of Plastic Surgery, Show Chwan Memorial Hospital, Changhua, Taiwan
| | - Ko-Chang Tsao
- Department of Dermatology, Puli Christian Hospital, Puli, Taiwan
| | - Congo Tak Shing Ching
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung City, Taiwan
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17
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Stupin DD, Kuzina EA, Abelit AA, Emelyanov AK, Nikolaev DM, Ryazantsev MN, Koniakhin SV, Dubina MV. Bioimpedance Spectroscopy: Basics and Applications. ACS Biomater Sci Eng 2021; 7:1962-1986. [PMID: 33749256 DOI: 10.1021/acsbiomaterials.0c01570] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
In this review, we aim to introduce the reader to the technique of electrical impedance spectroscopy (EIS) with a focus on its biological, biomaterials, and medical applications. We explain the theoretical and experimental aspects of the EIS with the details essential for biological studies, i.e., interaction of metal electrodes with biological matter and liquids, strategies of measurement rate increasing, noise reduction in bio-EIS experiments, etc. We also give various examples of successful bio-EIS practical implementations in science and technology, from whole-body health monitoring and sensors for vision prosthetic care to single living cell examination platforms, virus disease research, biomolecules detection, and implementation of novel biomaterials. The present review can be used as a bio-EIS tutorial for students as well as a handbook for scientists and engineers because of the extensive references covering the contemporary research papers in the field.
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Affiliation(s)
- Daniil D Stupin
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia
| | - Ekaterina A Kuzina
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia
| | - Anna A Abelit
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia.,Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya 29, St. Petersburg 195251, Russia
| | - Anton K Emelyanov
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia.,Pavlov First Saint Petersburg State Medical University, L'va Tolstogo Street. 6-8, Saint Petersburg 197022, Russia
| | - Dmitrii M Nikolaev
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia
| | - Mikhail N Ryazantsev
- Institute of Chemistry, Saint Petersburg State University, 26 Universitetskii pr, Saint Petersburg 198504, Russia
| | - Sergei V Koniakhin
- Alferov University, 8/3 Khlopina Street, Saint Petersburg 194021, Russia.,Institut Pascal, PHOTON-N2, Université Clermont Auvergne, CNRS, SIGMA Clermont, Clermont-Ferrand F-63000, France
| | - Michael V Dubina
- Institute of Highly Pure Biopreparation of the Federal Medical-Biological Agency, Pudozhskaya 7, St. Petersburg 197110, Russia
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18
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Koolman PM, Bukshtynov V. A multiscale optimization framework for reconstructing binary images using multilevel PCA-based control space reduction. Biomed Phys Eng Express 2021; 7:025005. [PMID: 33522496 DOI: 10.1088/2057-1976/abd4be] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
An efficient computational approach for optimal reconstructing parameters of binary-type physical properties for models in biomedical applications is developed and validated. The methodology includes gradient-based multiscale optimization with multilevel control space reduction by using principal component analysis (PCA) coupled with dynamical control space upscaling. The reduced dimensional controls are used interchangeably at fine and coarse scales to accumulate the optimization progress and mitigate side effects at both scales. Flexibility is achieved through the proposed procedure for calibrating certain parameters to enhance the performance of the optimization algorithm. Reduced size of control spaces supplied with adjoint-based gradients obtained at both scales facilitate the application of this algorithm to models of higher complexity and also to a broad range of problems in biomedical sciences. This technique is shown to outperform regular gradient-based methods applied to fine scale only in terms of both qualities of binary images and computing time. Performance of the complete computational framework is tested in applications to 2D inverse problems of cancer detection by the electrical impedance tomography (EIT). The results demonstrate the efficient performance of the new method and its high potential for minimizing possibilities for false positive screening and improving the overall quality of the EIT-based procedures.
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Affiliation(s)
- Priscilla M Koolman
- College of Engineering & Science, Florida Institute of Technology, Melbourne, FL 32901, United States of America
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19
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Andreasen N, Crandall H, Brimhall O, Miller B, Perez-Tamayo J, Martinsen OG, Kauwe SK, Sanchez B. Skin Electrical Resistance as a Diagnostic and Therapeutic Biomarker of Breast Cancer Measuring Lymphatic Regions. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2021; 9:152322-152332. [PMID: 34888126 PMCID: PMC8654262 DOI: 10.1109/access.2021.3123569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Skin changes associated with alterations in the interstitial matrix and lymph system might provide significant and measurable effects due to the presence of breast cancer. This study aimed to determine if skin electrical resistance changes could serve as a diagnostic and therapeutic biomarker associated with physiological changes in patients with malignant versus benign breast cancer lesions. Forty-eight women (24 with malignant cancer, 23 with benign lesions) were enrolled in this study. Repeated skin resistance measurements were performed within the same session and 1 week after the first measurement in the breast lymphatic region and non-breast lymphathic regions. Intraclass correlation coefficients were calculated to determine the technique's intrasession and intersession reproducibility. Data were then normalized as a mean of comparing cross-sectional differences between malignant and benign lesions of the breast. Six months longitudinal data from six patients that received therapy were analyzed to detect the effect of therapy. Standard descriptive statistics were used to compare ratiometric differences between groups. Skin resistance data were used to train a machine learning random forest classification algorithm to diagnose breast cancer lesions. Significant differences between malignant and benign breast lesions were obtained (p<0.01), also pre- and post-treatment (p<0.05). The diagnostic algorithm demonstrated the capability to classify breast cancer with an area under the curve of 0.68, sensitivity of 66.3%, specificity of 78.5%, positive predictive value 70.7% and negative predictive value 75.1%. Measurement of skin resistance in patients with breast cancer may serve as a convenient screening tool for breast cancer and evaluation of therapy. Further work is warranted to improve our approach and further investigate the biophysical mechanisms leading to the observed changes.
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Affiliation(s)
| | - Henry Crandall
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA
| | | | - Brittny Miller
- Ogden Regional Medical Center, Department of Women's Imaging, Ogden, UT 84405, USA
| | - Jose Perez-Tamayo
- Ogden Regional Medical Center, Department of Women's Imaging, Ogden, UT 84405, USA
| | - Orjan G Martinsen
- Department of Physics, University of Oslo, 0371 Oslo, Norway
- Department of Clinical and Biomedical Engineering, Oslo University Hospital, 0372 Oslo, Norway
| | - Steven K Kauwe
- Department of Materials Science and Engineering, University of Utah, Salt Lake City, UT 84112, USA
| | - Benjamin Sanchez
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA
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Suppression of Metastatic Melanoma Growth in Lung by Modulated Electro-Hyperthermia Monitored by a Minimally Invasive Heat Stress Testing Approach in Mice. Cancers (Basel) 2020; 12:cancers12123872. [PMID: 33371498 PMCID: PMC7767533 DOI: 10.3390/cancers12123872] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 12/05/2020] [Accepted: 12/17/2020] [Indexed: 12/21/2022] Open
Abstract
Simple Summary The lung is the most frequent site of distant melanoma metastases. Metastases of melanoma in the lungs offer a very poor prognosis, with a 5-year survival rate of below 10%. Hyperthermic therapies including modulated electro-hyperthermia (mEHT) in clinical settings have been used to improve the efficacy of radiotherapy, chemotherapy, and immunotherapy of tumors. In this study, we focused primarily on the optimization of mEHT for targeted lung treatment of mice lungs burdened with B16F10 melanoma pulmonary metastases, with a particular focus on elucidating the mechanism of action of mEHT on treated melanoma cells while investigating any potential treatment-related side effects on normal lung tissue. mEHT showed evidence of significant anti-tumor effects as demonstrated by the reduced number of pulmonary metastatic nodules, DNA damage response, downregulation of Ki67 expression, higher immune cell infiltration, and upregulation of p21waf1 expression in mEHT-treated tumors. Abstract Modulated electro-hyperthermia (mEHT) is a novel complementary therapy in oncology which is based on the higher conductivity and permittivity of cancerous tissues due to their enhanced glycolytic activity and ionic content compared to healthy normal tissues. We aimed to evaluate the potential of mEHT, inducing local hyperthermia, in the treatment of pulmonary metastatic melanoma. Our primary objective was the optimization of mEHT for targeted lung treatment as well as to identify the mechanism of its potential anti-tumor effect in the B16F10 mouse melanoma pulmonary metastases model while investigating the potential treatment-related side effects of mEHT on normal lung tissue. Repeated treatment of tumor-bearing lungs with mEHT induced significant anti-tumor effects as demonstrated by the lower number of tumor nodules and the downregulation of Ki67 expression in treated tumor cells. mEHT treatment provoked significant DNA double-strand breaks indicated by the increased expression of phosphorylated H2AX protein in treated tumors, although treatment-induced elevation of cleaved/activated caspase-3 expression was insignificant, suggesting the minimal role of apoptosis in this process. The mEHT-related significant increase in p21waf1 positive tumor cells suggested that p21waf1-mediated cell cycle arrest plays an important role in the anti-tumor effect of mEHT on melanoma metastases. Significantly increased CD3+, CD8+ T-lymphocytes, and F4/80+CD11b+ macrophage density in the whole lung and tumor of treated animals emphasizes the mobilizing capability of mEHT on immune cells. In conclusion, mEHT can reduce the growth potential of melanoma, thus offering itself as a complementary therapeutic option to chemo- and/or radiotherapy.
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21
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Khambampati AK, Rahman SA, Sharma SK, Kim WY, Kim KY. Imaging Conductivity Changes in Monolayer Graphene Using Electrical Impedance Tomography. MICROMACHINES 2020; 11:mi11121074. [PMID: 33271930 PMCID: PMC7761263 DOI: 10.3390/mi11121074] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/26/2020] [Accepted: 11/28/2020] [Indexed: 11/24/2022]
Abstract
Recently, graphene has gained a lot of attention in the electronic industry due to its unique properties and has paved the way for realizing novel devices in the field of electronics. For the development of new device applications, it is necessary to grow large wafer-sized monolayer graphene samples. Among the methods to synthesize large graphene films, chemical vapor deposition (CVD) is one of the promising and common techniques. However, during the growth and transfer of the CVD graphene monolayer, defects such as wrinkles, cracks, and holes appear on the graphene surface. These defects can influence the electrical properties and it is of interest to know the quality of graphene samples non-destructively. Electrical impedance tomography (EIT) can be applied as an alternate method to determine conductivity distribution non-destructively. The EIT inverse problem of reconstructing conductivity is highly non-linear and is heavily dependent on measurement accuracy and modeling errors related to an accurate knowledge of electrode location, contact resistances, the exact outer boundary of the graphene wafer, etc. In practical situations, it is difficult to eliminate these modeling errors as complete knowledge of the electrode contact impedance and outer domain boundary is not fully available, and this leads to an undesirable solution. In this paper, a difference imaging approach is proposed to estimate the conductivity change of graphene with respect to the reference distribution from the data sets collected before and after the change. The estimated conductivity change can be used to locate the defects on the graphene surface caused due to the CVD transfer process or environment interaction. Numerical and experimental results with graphene sample of size 2.5 × 2.5 cm are performed to determine the change in conductivity distribution and the results show that the proposed difference imaging approach handles the modeling errors and estimates the conductivity distribution with good accuracy.
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22
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Murthy R, Lin YH, Shin K, Mueller JL. A DIRECT RECONSTRUCTION ALGORITHM FOR THE ANISOTROPIC INVERSE CONDUCTIVITY PROBLEM BASED ON CALDERÓN'S METHOD IN THE PLANE. INVERSE PROBLEMS 2020; 36:125008. [PMID: 33353992 PMCID: PMC7751953 DOI: 10.1088/1361-6420/abbe5f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
A direct reconstruction algorithm based on Calderón's linearization method for the reconstruction of isotropic conductivities is proposed for anisotropic conductivities in two-dimensions. To overcome the non-uniqueness of the anisotropic inverse conductivity problem, the entries of the unperturbed anisotropic tensors are assumed known a priori, and it remains to reconstruct the multiplicative scalar field. The quasi-conformal map in the plane facilitates the Calderón-based approach for anisotropic conductivities. The method is demonstrated on discontinuous radially symmetric conductivities of high and low contrast.
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Affiliation(s)
- Rashmi Murthy
- Department of Mathematics, University of Helsinki, Finland
| | - Yi-Hsuan Lin
- Department of Applied Mathematics, National Chiao Tung University, Hsinchu, Taiwan
| | - Kwancheol Shin
- Department of Mathematics, Colorado State University, USA
| | - Jennifer L Mueller
- Department of Mathematics and School of Biomedical Engineering, Colorado State University, USA
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23
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Liu H, Yao C, Zhao Y, Chen X, Dong S, Wang L, Davalos RV. In Vitro Experimental and Numerical Studies on the Preferential Ablation of Chemo-Resistant Tumor Cells Induced by High-Voltage Nanosecond Pulsed Electric Fields. IEEE Trans Biomed Eng 2020; 68:2400-2411. [PMID: 33232222 DOI: 10.1109/tbme.2020.3040337] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Chemoresistance causes tumor recurrence and metastasis, resulting in poor clinical outcomes and low survival, and has been considered an obstacle to tumor therapy. The development of novel therapeutic approaches that can effectively kill chemoresistant tumor cells (CRTCs) is therefore critical to overcoming these obstacles. OBJECTIVE Here, we introduce an emerging physical feature-based therapeutic approach based on nanosecond pulsed electric fields (nsPEFs). The goal of this study is to investigate the effect of nsPEFs on CRTCs. METHODS The cell viability, ablation effects on a 3D-cultured scaffold, and lethal thresholds of nsPEFs were evaluated according to fluorescence staining assays. RESULTS nsPEF treatment preferentially affected chemoresistant cells (A549/CDDP) with a higher cell viability inhibition ability/cell death rate, larger ablation area, and lower ablation threshold compared to their respective homologous tumor cells (A549). The experimental and theoretical studies suggested that nsPEFs displayed selective behavior toward intracellular structures. With this selective character, nsPEFs can induce higher electroporation effects (e.g., higher pore number, larger electroporation area, and faster fluorescence dissipation on the nuclear envelope) on CRTCs due to their larger nuclear size and cell membrane capacitance. CONCLUSION These findings demonstrated that nsPEFs induced preferential ablation of CRTCs over their respective homologous tumor cells. SIGNIFICANCE This study provides an experimental and theoretical basis for the study of killing CRTCs by electrical treatments and suggests potential applications in the optimization of novel anti-chemoresistance methods.
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Alshaibi HF, Al-shehri B, Hassan B, Al-zahrani R, Assiss T. Modulated Electrohyperthermia: A New Hope for Cancer Patients. BIOMED RESEARCH INTERNATIONAL 2020; 2020:8814878. [PMID: 33274226 PMCID: PMC7683119 DOI: 10.1155/2020/8814878] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 10/14/2020] [Accepted: 10/31/2020] [Indexed: 12/26/2022]
Abstract
According to the World Health Organization, the prevalence of cancer has increased worldwide. Oncological hyperthermia is a group of methods that overheat the malignant tissues locally or systematically. Nevertheless, hyperthermia is not widely accepted, primarily because of the lack of selectivity for cancer cells and because the temperature-triggered higher blood flow increases the nutrient supply to the tumor, raising the risk of metastases. These problems with classical hyperthermia led to the development of modulated electrohyperthermia (mEHT). The biophysical differences of the cancer cells and their healthy hosts allow for selective energy absorption on the membrane rafts of the plasma membrane of the tumor cells, triggering immunogenic cell death. Currently, this method is used in only 34 countries. The effectiveness of conventional oncotherapies increases when it is applied in combination with mEHT. In silico, in vitro, and in vivo preclinical research studies have all shown the extraordinary ability of mEHT to kill malignant cells. Clinical applications have improved the quality of life and the survival of patients. For these reasons, many other research studies are presently in progress worldwide. Thus, the objective of this review is to highlight the capabilities and advantages of mEHT and provide new hopes for cancer patients worldwide.
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Affiliation(s)
- Huda F. Alshaibi
- Faculty of Science Biochemistry Department, King Abdulaziz University, Saudi Arabia P.O. Box 52502, Jeddah 21573
| | - Bashayr Al-shehri
- Faculty of Science Biochemistry Department, Undergraduate Students at King Abdulaziz University, Saudi Arabia
| | - Basmah Hassan
- Faculty of Science Biochemistry Department, Undergraduate Students at King Abdulaziz University, Saudi Arabia
| | - Raghad Al-zahrani
- Faculty of Science Biochemistry Department, Undergraduate Students at King Abdulaziz University, Saudi Arabia
| | - Taghreed Assiss
- Faculty of Science Biochemistry Department, Undergraduate Students at King Abdulaziz University, Saudi Arabia
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Miripour ZS, Aghaee P, Mahdavi R, Khayamian MA, Mamdouh A, Esmailinejad MR, Mehrvarz S, Yousefpour N, Namdar N, Mousavi-Kiasary SMS, Vajhi AR, Abbasvandi F, Hoseinpour P, Ghafari H, Abdolahad M. Nanoporous platinum needle for cancer tumor destruction by EChT and impedance-based intra-therapeutic monitoring. NANOSCALE 2020; 12:22129-22139. [PMID: 33119020 DOI: 10.1039/d0nr05993e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Herein, we present a new design on the Single Needle Electrochemical Therapy (SNEChT) method by introducing some major improvements, including a nanoporous platinum electrode, tunable in situ anode size that depends on the width and location of the tumor, and the capability of measuring the efficacy of therapy based in intra-therapeutic impedance recording by the same EChT needle. It could have significant implications in optimizing EChT operative conditions. The nanoporous Pt electrode increased the interactive surface with a tumor, and produced a higher amount of current with lower stimulating DC voltage. The tunable anode size prevents the over-acidification of treated or non-desired lesions. Hence, this feature reduced the over distribution of tissue. Monitoring the impedance during the therapy clearly informs us about the local destruction of the tumor in each location. Thus, we can be informed about the threshold of tissue acidosis with the lowest electrical stimulation. The insertion of one needle with a tunable anode length for both precise therapy and impedance-based intra-therapeutic monitoring will shed new light on the applications of EChT.
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Affiliation(s)
- Zohreh Sadat Miripour
- Nano Bio Electronic Devices Lab, Cancer Electronics Research Group, School of Electrical and Computer Engineering, College of Engineering, University of Tehran, P.O. Box: 14395/515, Tehran, Iran.
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Shetty S, U A, Kumar R, Bharati S. Electrical conductivity spectra of hepatic tumors reflect hepatocellular carcinoma progression in mice. Biomed Phys Eng Express 2020; 6. [PMID: 35062002 DOI: 10.1088/2057-1976/abbbd5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/25/2020] [Indexed: 12/24/2022]
Abstract
Background:Electrical impedance spectroscopy is a technique which evaluates differences in dielectric properties of tissues for cancer identification.Methods:Murine hepatic cancer model was developed by intraperitoneal administration of N-nitrosodiethylamine to male BALB/c mice. Tumors obtained were evaluated for their conductivity in frequency range of (4 Hz-5 MHz). All tumors were subjected to histopathological grading and parameters such as free spacing, necrosis, and cell density were estimated on histological slides. The status of gap junctions and gap junction intercellular communication (GJIC) were studied using enzyme-linked immunosorbent assay, immunohistochemistry, dye transfer assay, and electron microscopy.Results:Histopathological investigation revealed the presence of moderately to poorly-differentiated hepatocellular carcinoma (HCC) in mice. All types of tumors showed higher electrical conductivity than normal liver tissue in frequency range (4 Hz-1 kHz). However, in frequency range (10 kHz-5 MHz) only poorly-differentiated tumors showed higher conductivity compared to normal tissue. The most prominent findings in moderately-differentiated and poorly-differentiated HCC were increased visible free spaces and necrosis respectively. The status of cell gap junctions were significantly deteriorated in tumors and a corresponding significant reduction in GJIC was also observed. These biological indicators were correlated with electrical conductivity of hepatic tumors.Conclusion:Variations in electrical conductivity spectra of hepatic tumors reflect progression of HCC.General significance:Future studies can be planned to perform hierarchical clustering of dielectric parameters with more number of tumor samples to establish dielectric spectroscopy-based classification or staging of hepatic tumors.
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Affiliation(s)
- Sachin Shetty
- Department of Nuclear Medicine, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal (576104), India
| | - Anushree U
- Department of Nuclear Medicine, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal (576104), India
| | - Rajesh Kumar
- Department of Nuclear Medicine, All India Institute of Medical Sciences, Jodhpur, Rajasthan (342005), India
| | - Sanjay Bharati
- Department of Nuclear Medicine, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal (576104), India
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27
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Zhang K, Guo R, Li M, Yang F, Xu S, Abubakar A. Supervised Descent Learning for Thoracic Electrical Impedance Tomography. IEEE Trans Biomed Eng 2020; 68:1360-1369. [PMID: 32997620 DOI: 10.1109/tbme.2020.3027827] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The absolute image reconstruction problem of electrical impedance tomography (EIT) is ill-posed. Traditional methods usually solve a nonlinear least squares problem with some kind of regularization. These methods suffer from low accuracy, poor anti-noise performance, and long computation time. Besides, the integration of a priori information is not very flexible. This work tries to solve EIT inverse problem using a machine learning algorithm for the application of thorax imaging. METHODS We developed the supervised descent learning EIT (SDL-EIT) inversion algorithm based on the idea of supervised descent method (SDM). The algorithm approximates the mapping from measured data to the conductivity image by a series of descent directions learned from training samples. We designed a training data set in which the thorax contour, and some general structure of lungs, and heart are embedded. The algorithm is implemented in both two-, and three-dimensional cases, and is evaluated using synthetic, and measured thoracic data. Results, and conclusion: For synthetic data, SDL-EIT shows better accuracy, and anti-noise performance compared with traditional Gauss-Newton inversion (GNI) method. For measured data, the result of SDL-EIT is reasonable compared with computed tomography (CT) scan image. SIGNIFICANCE Using SDL-EIT, prior information can be easily integrated through the specifically designed training data set, and the image reconstruction process can be accelerated. The algorithm is effective in inverting measured thoracic data. It is a potential algorithm for human thorax imaging.
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Mansouri S, Alhadidi T, Ben Azouz M. Breast Cancer Detection Using Low-Frequency Bioimpedance Device. BREAST CANCER (DOVE MEDICAL PRESS) 2020; 12:109-116. [PMID: 32982399 PMCID: PMC7509336 DOI: 10.2147/bctt.s274421] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 09/01/2020] [Indexed: 11/30/2022]
Abstract
Introduction Early detection of breast cancer saves lives. Existing detecting techniques are invasive. Electrical bioimpedance is a noninvasive technique and has a high diagnostic potential. Methods An impedance value different from the normal can predict a physiological abnormality. The idea is to use a designed bioimpedance device to early detect breast cancer. A low-frequency current (1 kHz, 0.9 mA) is injected to each breast to measure the extracellular resistances. The resistances of the two breasts are then measured, and if there is a significant difference, warning is displayed. The performance was tested on a set of reference resistors, and the validation was done in vitro on (Na+Cl-) solutions and in vivo on a group of forty volunteer women. Results The results confirm that the electrical conductivity of an ionic solution is proportional to its concentration. The concentration and the resistance are strongly correlated (correlation coefficient of 0.97). The accuracy and the repeatability of the measures were satisfactory. Early detection means that we can detect small extracellular concentration variations into the breast (from 0.6 g/l). In vivo measurements made it possible to set the threshold at 50 ohm. If the difference between the two measured breast resistances is greater than this threshold, we advise the patient to consult a doctor promptly. Conclusion The difference between measured resistances of the right and left breast is a pertinent parameter to early detect the presence of a cancer. The lowest resistance value (RR or RL) can provide information on the breast affected by the cancer (right or left). Various improvements in the system are possible but already the results are encouraging. In the future, this system could be integrated into a bra.
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Affiliation(s)
- Sofiene Mansouri
- College of Applied Medical Sciences, Department of Biomedical Technology, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia.,University of Tunis El Manar, Higher Institute of Medical Technologies of Tunis, Laboratory of Biophysics and Medical Technologies, Tunis 1009, Tunisia
| | - Tareq Alhadidi
- College of Applied Medical Sciences, Department of Biomedical Technology, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
| | - Marwa Ben Azouz
- University of Tunis El Manar, Higher Institute of Medical Technologies of Tunis, Laboratory of Biophysics and Medical Technologies, Tunis 1009, Tunisia
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Murillo-Ortiz B, Hernández-Ramírez A, Rivera-Villanueva T, Suárez-García D, Murguía-Pérez M, Martínez-Garza S, Rodríguez-Penin A, Romero-Coripuna R, López-Partida XM. Monofrequency electrical impedance mammography (EIM) diagnostic system in breast cancer screening. BMC Cancer 2020; 20:876. [PMID: 32928153 PMCID: PMC7489016 DOI: 10.1186/s12885-020-07283-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 08/10/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Some evidence has shown that malignant breast tumours have lower electrical impedance than surrounding normal tissues. Electrical impedance could be used as an indicator for breast cancer detection. The purpose of our study was to analyse the sensitivity and specificity of electrical impedance mammography (EIM) and its implementation for the differential diagnosis of pathological lesions of the breast, either alone or in combination with mammography/ultrasound, in 1200 women between 25 and 70 years old. METHODS This study is a prospective, cross-sectional epidemiological observational study of serial screening. The women were invited to participate and signed a consent letter. Impedance imaging of the mammary gland was evaluated with the computerized mammography equipment of MEIK electroimpedance v.5.6. (0.5 mA, 50 kHz), developed and manufactured by PKF SIM-Technika®. The successful identification of breast cancer along with the sensitivity, specificity, and positive and negative predictive values of EIM were determined as follows: % sensitivity; % specificity; % positive predictive value (PPV); and % negative predictive value (NPV). RESULTS EIM had a sensitivity of 85% and a specificity of 96%; the positive predictive value was 12%, and the negative predictive value was 99%. Seven cases were biopsy confirmed cancers. Significant correlations between the electrical conductivity index and body mass index (BMI) (p = 0.04) and patient age were observed (p = 0.01). We also observed that the average conductivity distribution increased according to age group (p = 0.001). We used the chi-squared test to assess the interactions between percent density and BMI (normal < 25 kg/m2 (n = 310), overweight 25-29.9 kg/m2 (n = 418) and obese ≥30 (n = 437)) (p < 0.05). The patients with a diagnosis of mammary carcinoma had a BMI of 35.51 kg/m2. CONCLUSIONS Our results demonstrate that the use of monofrequency electrical impedance mammography (EIM) in the detection of breast cancer had a sensitivity and specificity of 85 and 96%, respectively. These findings may support future research in the early detection of breast cancer. EIM is a non-radiation method that may also be used as a screening method for young women with dense breasts and a high risk of developing breast cancer.
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Affiliation(s)
- Blanca Murillo-Ortiz
- Unidad de Investigación en Epidemiología Clínica, Unidad Médica de Alta Especialidad No. 1 Bajío, Instituto Mexicano del Seguro Social, B. López Mateos Esq. Insurgentes S/N, Colonia: Los Paraísos, CP 37320, Leon, Guanajuato, Mexico.
| | - Abraham Hernández-Ramírez
- Servicio de Radiología e Imagen Unidad Médica de Alta Especialidad No. 48, Instituto Mexicano del Seguro Social, Leon, Guanajuato, Mexico
| | - Talia Rivera-Villanueva
- Departamento de Radiología, Hospital General de Zona No. 58, Delegación Guanajuato, Instituto Mexicano del Seguro Social, Leon, Guanajuato, Mexico
| | - David Suárez-García
- Departamento de Oncología, Unidad Médica de Alta Especialidad No. 1 Bajío, Leon, Guanajuato, Mexico
| | - Mario Murguía-Pérez
- Departamento de Patología, Unidad Médica de Alta Especialidad No. 1 Bajío, Instituto Mexicano del Seguro Social, Leon, Guanajuato, Mexico
| | - Sandra Martínez-Garza
- Unidad de Investigación en Epidemiología Clínica, Unidad Médica de Alta Especialidad No. 1 Bajío, Instituto Mexicano del Seguro Social, B. López Mateos Esq. Insurgentes S/N, Colonia: Los Paraísos, CP 37320, Leon, Guanajuato, Mexico
| | - Allyson Rodríguez-Penin
- Unidad de Investigación en Epidemiología Clínica, Unidad Médica de Alta Especialidad No. 1 Bajío, Instituto Mexicano del Seguro Social, B. López Mateos Esq. Insurgentes S/N, Colonia: Los Paraísos, CP 37320, Leon, Guanajuato, Mexico
| | - Rosario Romero-Coripuna
- Unidad de Investigación en Epidemiología Clínica, Unidad Médica de Alta Especialidad No. 1 Bajío, Instituto Mexicano del Seguro Social, B. López Mateos Esq. Insurgentes S/N, Colonia: Los Paraísos, CP 37320, Leon, Guanajuato, Mexico
| | - Xiomara Midory López-Partida
- Unidad de Medicina Familiar No. 51, Delegación Guanajuato, Instituto Mexicano del Seguro Social, Leon, Guanajuato, Mexico
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Mahdavi R, Hosseinpour P, Abbasvandi F, Mehrvarz S, Yousefpour N, Ataee H, Parniani M, Mamdouh A, Ghafari H, Abdolahad M. Bioelectrical pathology of the breast; real-time diagnosis of malignancy by clinically calibrated impedance spectroscopy of freshly dissected tissue. Biosens Bioelectron 2020; 165:112421. [PMID: 32729539 DOI: 10.1016/j.bios.2020.112421] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/18/2020] [Accepted: 07/01/2020] [Indexed: 10/23/2022]
Abstract
In this paper, freshly (non-fixed) dissected tissues obtained from breast cancer surgery were impedimetrically and pathologically scanned, analyzed, and probable electro-pathological mutual matching was investigated. A new electrical model was proposed for pathological scores of breast lesions based on the theory of electric current dispersion by different types of biological tissues. This integrated handheld bioimpedance sensor named EPA would score the clearance or malignancy involvement of dissected tumor margins by introducing two crucial classification parameters named Z1kHz and IPS (impedance phase slope in the frequency ranges of 100-500 kHz). EPA benefits from a precise signal recording and analysis method which leads to the detection of the presence of even about 5% distribution of premalignant cells among healthy breast tissue. EPA can be clinically used by pathologists, as a complementary device, for real-time diagnosis of suspicious margins of dissected tumors to declare more precise intraoperative diagnosis by scanning all around the dissected tissues. Each data sampling and analysis covers 2 mm of the surface in less than 5 s. Measurements on about 313 human breast tumor margins showed more than 90% accuracy and near 93% specificity for EPA as an independent diagnostic tool.
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Affiliation(s)
- Reihane Mahdavi
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Parisa Hosseinpour
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran; SEPAS Pathology Laboratory, P.O.Box: 1991945391, Tehran, Iran
| | - Fereshteh Abbasvandi
- ATMP Department, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, P.O. BOX 15179/64311, Tehran, Iran
| | - Sajad Mehrvarz
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Narges Yousefpour
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Hossein Ataee
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Mohammad Parniani
- Department of Clinical Investigations, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, P.O. BOX 15179/64311, Tehran, Iran
| | - Amir Mamdouh
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Hadi Ghafari
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran
| | - Mohammad Abdolahad
- Nano Bioelectronics Devices Lab, Cancer Electronics Research Group, School of Electrical AndComputer Engineering, Faculty of Engineering, University of Tehran, Tehran, P.O. Box 14395/515, Iran.
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Liu H, Shi F, Tang X, Zheng S, Kolb J, Yao C. Application of bioimpedance spectroscopy to characterize chemoresistant tumor cell selectivity of nanosecond pulse stimulation. Bioelectrochemistry 2020; 135:107570. [PMID: 32526679 DOI: 10.1016/j.bioelechem.2020.107570] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 02/08/2023]
Abstract
The discriminating effects of nanosecond pulsed electric fields (nsPEFs) between chemoresistant tumor cells (CRTCs) and their respective homologous chemosensitive tumor cells (CSTCs) were investigated based on bioimpedance spectroscopy (BIS). The electrical properties of individual untreated cells were determined by fitting the impedance spectra to an equivalent circuit model and then using aided simulations to calculate the nuclear envelope transmembrane potential (nTMP) and electroporation area on the nuclear envelope. Additionally, fluorescence staining assays of cell monolayers after nanopulse stimulation (80 pulses, 200 ns, 3 kV) were conducted to validate the simulation results. The staining results indicated that CRTCs showed a larger ablation area and lower lethal threshold compared to CSTCs after exposure to the same nsPEF energy, which was in accordance with the higher nTMP and larger electroporation area calculated for CRTCs. The increase in the lethal effects of nsPEFs on CRTCs compared to CSTCs mainly resulted from the superposition of the changes in the electrical properties and nuclear size. The work shows that BIS can distinguish CRTCs and CSTCs and the corresponding nsPEF effects, suggesting potential applications for the optimization of novel anti-chemoresistance methods, including nsPEF-treatments.
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Affiliation(s)
- Hongmei Liu
- School of Electrical Engineering, Chongqing University, Chongqing 400033, China; State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400033, China
| | - Fukun Shi
- Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, 215163 Suzhou, China; Leibniz Institute for Plasma Science and Technology (INP), Greifswald 17489, Germany; Institute of Physics, University of Rostock, Rostock 18059, Germany
| | - Xiao Tang
- School of Electrical Engineering, Chongqing University, Chongqing 400033, China; State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400033, China
| | - Shuang Zheng
- School of Electrical Engineering, Chongqing University, Chongqing 400033, China; State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400033, China
| | - Juergen Kolb
- Leibniz Institute for Plasma Science and Technology (INP), Greifswald 17489, Germany; Institute of Physics, University of Rostock, Rostock 18059, Germany
| | - Chenguo Yao
- School of Electrical Engineering, Chongqing University, Chongqing 400033, China; State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing 400033, China.
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Cheng Z, Dall’Alba D, Caldwell DG, Fiorini P, Mattos LS. Design and Integration of Electrical Bio-Impedance Sensing in a Bipolar Forceps for Soft Tissue Identification: A Feasibility Study. IFMBE PROCEEDINGS 2020. [DOI: 10.1007/978-981-13-3498-6_1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Morgan K, Gamal W, Samuel K, Morley SD, Hayes PC, Bagnaninchi P, Plevris JN. Application of Impedance-Based Techniques in Hepatology Research. J Clin Med 2019; 9:jcm9010050. [PMID: 31878354 PMCID: PMC7019217 DOI: 10.3390/jcm9010050] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 12/18/2019] [Accepted: 12/19/2019] [Indexed: 12/22/2022] Open
Abstract
There are a variety of end-point assays and techniques available to monitor hepatic cell cultures and study toxicity within in vitro models. These commonly focus on one aspect of cell metabolism and are often destructive to cells. Impedance-based cellular assays (IBCAs) assess biological functions of cell populations in real-time by measuring electrical impedance, which is the resistance to alternating current caused by the dielectric properties of proliferating of cells. While the uses of IBCA have been widely reported for a number of tissues, specific uses in the study of hepatic cell cultures have not been reported to date. IBCA monitors cellular behaviour throughout experimentation non-invasively without labelling or damage to cell cultures. The data extrapolated from IBCA can be correlated to biological events happening within the cell and therefore may inform drug toxicity studies or other applications within hepatic research. Because tight junctions comprise the blood/biliary barrier in hepatocytes, there are major consequences when these junctions are disrupted, as many pathologies centre around the bile canaliculi and flow of bile out of the liver. The application of IBCA in hepatology provides a unique opportunity to assess cellular polarity and patency of tight junctions, vital to maintaining normal hepatic function. Here, we describe how IBCAs have been applied to measuring the effect of viral infection, drug toxicity /IC50, cholangiopathies, cancer metastasis and monitoring of the gut-liver axis. We also highlight key areas of research where IBCAs could be used in future applications within the field of hepatology.
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Affiliation(s)
- Katie Morgan
- The University of Edinburgh Hepatology Laboratory, Division of Heath Sciences, University of Edinburgh Medical School, Chancellor’s Building, Edinburgh BioQuarter, 49 Little France Crescent, Edinburgh EH16 4SB, UK; (S.D.M.); (P.C.H.); (J.N.P.)
- Correspondence:
| | - Wesam Gamal
- James Nasmyth Building, Institute of Mechanical, Process and Energy Engineering, Heriot-Watt University School of Engineering and Physical Sciences, Edinburgh EH14 4AS, UK;
| | - Kay Samuel
- The Jack Copland Centre, Advanced Therapeutics, Scottish National Blood Transfusion Service, 52 Research Avenue North, Edinburgh EH14 4BE, UK;
| | - Steven D. Morley
- The University of Edinburgh Hepatology Laboratory, Division of Heath Sciences, University of Edinburgh Medical School, Chancellor’s Building, Edinburgh BioQuarter, 49 Little France Crescent, Edinburgh EH16 4SB, UK; (S.D.M.); (P.C.H.); (J.N.P.)
| | - Peter C. Hayes
- The University of Edinburgh Hepatology Laboratory, Division of Heath Sciences, University of Edinburgh Medical School, Chancellor’s Building, Edinburgh BioQuarter, 49 Little France Crescent, Edinburgh EH16 4SB, UK; (S.D.M.); (P.C.H.); (J.N.P.)
| | - Pierre Bagnaninchi
- MRC Centre for Regenerative Medicine 5 Little France Drive, Edinburgh EH16 4UU, UK;
| | - John N. Plevris
- The University of Edinburgh Hepatology Laboratory, Division of Heath Sciences, University of Edinburgh Medical School, Chancellor’s Building, Edinburgh BioQuarter, 49 Little France Crescent, Edinburgh EH16 4SB, UK; (S.D.M.); (P.C.H.); (J.N.P.)
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Zuluaga-Gomez J, Zerhouni N, Al Masry Z, Devalland C, Varnier C. A survey of breast cancer screening techniques: thermography and electrical impedance tomography. J Med Eng Technol 2019; 43:305-322. [DOI: 10.1080/03091902.2019.1664672] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- J. Zuluaga-Gomez
- FEMTO-ST Institute, University Bourgogne Franche-Comté, CNRS, ENSMM, Besançon, France
- Department of Electrical Engineering, University of Oviedo, Gijon, Spain
- Universidad Autonoma Del Caribe, Barranquilla, Colombia
| | - N. Zerhouni
- FEMTO-ST Institute, University Bourgogne Franche-Comté, CNRS, ENSMM, Besançon, France
| | - Z. Al Masry
- FEMTO-ST Institute, University Bourgogne Franche-Comté, CNRS, ENSMM, Besançon, France
| | - C. Devalland
- Department of Pathology, Hospital Nord Franche-Comte, Belfort, France
| | - C. Varnier
- FEMTO-ST Institute, University Bourgogne Franche-Comté, CNRS, ENSMM, Besançon, France
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Besztercei B, Vancsik T, Benedek A, Major E, Thomas MJ, Schvarcz CA, Krenács T, Benyó Z, Balogh A. Stress-Induced, p53-Mediated Tumor Growth Inhibition of Melanoma by Modulated Electrohyperthermia in Mouse Models without Major Immunogenic Effects. Int J Mol Sci 2019; 20:ijms20164019. [PMID: 31426515 PMCID: PMC6720184 DOI: 10.3390/ijms20164019] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 08/09/2019] [Accepted: 08/13/2019] [Indexed: 02/07/2023] Open
Abstract
Modulated electrohyperthermia (mEHT), an innovative complementary technique of radio-, chemo-, and targeted oncotherapy modalities, can induce tumor apoptosis and contribute to a secondary immune-mediated cancer death. Here, we tested the efficiency of high-fever range (~42 °C) mEHT on B16F10 melanoma both in cell culture and allograft models. In vivo, mEHT treatment resulted in significant tumor size reduction when repeated three times, and induced major stress response as indicated by upregulated cytoplasmic and cell membrane hsp70 levels. Despite the increased PUMA and apoptosis-inducing factor 1, and moderate rise in activated-caspase-3, apoptosis was not significant. However, phospho-H2AX indicated DNA double-strand breaks, which upregulated p53 protein and its downstream cyclin-dependent kinase inhibitors p21waf1 and p27kip. Combined in vitro treatment with mEHT and the p53 activator nutlin-3a additively reduced cell viability compared to monotherapies. Though mEHT promoted the release of damage-associated molecular pattern (DAMP) damage signaling molecules hsp70, HMGB1 and ATP to potentiate the tumor immunogenicity of melanoma allografts, it reduced MHC-I and melan-A levels in tumor cells. This might explain why the number of cytotoxic T cells was moderately reduced, while the amount of natural killer (NK) cells was mainly unchanged and only macrophages increased significantly. Our results suggest that mEHT-treatment-related tumor growth control was primarily mediated by cell-stress-induced p53, which upregulated cyclin-dependent kinase inhibitors. The downregulated tumor antigen-presenting machinery may explain the reduced cytotoxic T-cell response despite increased DAMP signaling. Decreased tumor antigen and MHC-I levels suggest that natural killer (NK) cells and macrophages were the major contributors to tumor eradication.
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Affiliation(s)
- Balázs Besztercei
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Tamás Vancsik
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1097 Budapest, Hungary
| | - Anett Benedek
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Enikő Major
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Mbuotidem J Thomas
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Csaba A Schvarcz
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Tibor Krenács
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1097 Budapest, Hungary
| | - Zoltán Benyó
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary
| | - Andrea Balogh
- Institute of Clinical Experimental Research, Semmelweis University, 1097 Budapest, Hungary.
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Liu X, Li H, Ma H, Xu C, Yang B, Dai M, Dong X, Fu F. An iterative damped least-squares algorithm for simultaneously monitoring the development of hemorrhagic and secondary ischemic lesions in brain injuries. Med Biol Eng Comput 2019; 57:1917-1931. [PMID: 31250276 DOI: 10.1007/s11517-019-02003-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Accepted: 06/07/2019] [Indexed: 10/26/2022]
Abstract
Electrical impedance tomography (EIT) is a non-invasive and real-time imaging method that has the potential to be used for monitoring intracerebral hemorrhage (ICH). Recent studies have proposed that ischemia secondary to ICH occurs simultaneously in the brain. Real-time monitoring of the development of hemorrhage and risk of secondary ischemia is crucial for clinical intervention. However, few studies have explored the performance of EIT monitoring in cases where hemorrhage and secondary ischemia exist. When these lesions get close to each other, or their conductivity and volume changes differ greatly, it becomes challenging for dynamic EIT algorithms to simultaneously reconstruct subtle injuries. To address this, an iterative damped least-squares (IDLS) algorithm is proposed in this study. The quality of the IDLS algorithm was assessed using blur radius and temporal response during computer simulation and a phantom 3D head-shaped model where bidirectional disturbance targets were simulated. The results showed that the IDLS algorithm enhanced contrast and concurrently reconstructed bidirectional disturbance targets in images. Moreover, it showed superior performance in decreasing the blur radius and was time cost-effective. With further improvement, the IDLS algorithm has the potential to be used for monitoring the development of hemorrhage and risk of ischemia secondary to ICH. Graphical abstract (a) and (b) are simulation images of bidirectional disturbance targets with different change ratios of volume (Vr) and conductivity (σr) based on the damped least-squares (DLS) algorithm and iterative damped least-squared (IDLS) algorithm, respectively. (c) shows the performance metrics of blur radius and temporal response with different volume ratio (corresponding to Vr). (d) shows the performance metrics of blur radius and temporal response with different conductivity change percentage (corresponding to σr).
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Affiliation(s)
- Xuechao Liu
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Haoting Li
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Hang Ma
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Canhua Xu
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Bin Yang
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Meng Dai
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Xiuzhen Dong
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China
| | - Feng Fu
- Department of Biomedical Engineering, Air Force Military Medical University, Xi'an, China.
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Zhang K, Li M, Yang F, Xu S, Abubakar A. Three-Dimensional Electrical Impedance Tomography With Multiplicative Regularization. IEEE Trans Biomed Eng 2019; 66:2470-2480. [PMID: 30605089 DOI: 10.1109/tbme.2018.2890410] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The multiplicative regularization scheme is applied to three-dimensional electrical impedance tomography (EIT) image reconstruction problem to alleviate its ill-posedness. METHODS A cost functional is constructed by multiplying the data misfit functional with the regularization functional. The regularization functional is based on a weighted L2-norm with the edge-preserving characteristic. Gauss-Newton method is used to minimize the cost functional. A method based on the discrete exterior calculus (DEC) theory is introduced to formulate the discrete gradient and divergence operators related to the regularization on unstructured meshes. RESULTS Both numerical and experimental results show good reconstruction accuracy and anti-noise performance of the algorithm. The reconstruction results using human thoracic data show promising applications in thorax imaging. CONCLUSION The multiplicative regularization can be applied to EIT image reconstruction with promising applications in thorax imaging. SIGNIFICANCE In the multiplicative regularization scheme, there is no need to set an artificial regularization parameter in the cost functional. This helps to reduce the workload related to choosing a regularization parameter which may require expertise and many numerical experiments. The DEC-based method provides a systematic and rigorous way to formulate operators on unstructured meshes. This may help EIT image reconstructions using regularizations imposing structural or spatial constraints.
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Ruiz-Vargas A, Ivorra A, Arkwright JW. Design, Construction and Validation of an Electrical Impedance Probe with Contact Force and Temperature Sensors Suitable for in-vivo Measurements. Sci Rep 2018; 8:14818. [PMID: 30287842 PMCID: PMC6172255 DOI: 10.1038/s41598-018-33221-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Accepted: 09/19/2018] [Indexed: 12/31/2022] Open
Abstract
Bioimpedance spectroscopy measurements can be used for tissue characterization. These measurements can be performed in soft tissues by direct contact of a non-invasive probe consisting of two or four electrodes. The amount of force applied by users can be quite different, and the measurements can vary as a result. To compensate for this, we have built an electrical impedance probe (diameter 3.2 mm) with fibre optic contact-force and temperature sensors built in it. The different sensors of the probe were tested individually. The errors in magnitude and phase angle of the probe are <0.9% and <4°, respectively, for a 0.9% NaCl solution. The linear dynamic range of the force sensor was from 0 to 100 grams. An ex-vivo experiment on a section of proximal colon from a guinea-pig was performed. Twenty bioimpedance measurements were taken in a frequency range of 5 kHz to 1 MHz, while simultaneously recording the force applied. For an increase in contact pressure applied to tissue from 0 to 15.4 kPa, the maximum change in resistivity was 33% at 5 kHz and the minimum was 6.6% at 142 kHz. The probe is small enough to be introduced via the instrument port of an endoscope.
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Affiliation(s)
- Albert Ruiz-Vargas
- The Medical Device Research Institute, College of Science and Engineering, Flinders University, Adelaide, Australia.
| | - Antoni Ivorra
- Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain
- Serra Húnter Programme, Universitat Pompeu Fabra, Barcelona, Spain
| | - John William Arkwright
- The Medical Device Research Institute, College of Science and Engineering, Flinders University, Adelaide, Australia
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Mori N, Tsuchiya K, Sheth D, Mugikura S, Takase K, Katscher U, Abe H. Diagnostic value of electric properties tomography (EPT) for differentiating benign from malignant breast lesions: comparison with standard dynamic contrast-enhanced MRI. Eur Radiol 2018; 29:1778-1786. [DOI: 10.1007/s00330-018-5708-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 07/17/2018] [Accepted: 08/06/2018] [Indexed: 10/28/2022]
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Sirtoli VG, Morcelles K, Bertemes-Filho P. Electrical properties of phantoms for mimicking breast tissue. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2017:157-160. [PMID: 29059834 DOI: 10.1109/embc.2017.8036786] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In order to test and calibrate an EIT (Electrical Impedance Tomography) system, many researchers rely on phantoms mimicking breast tissues. These phantoms are usually made of saline solutions, agar and/or vegetables, allowing the user to set the conductivity of the material by changing the salt concentration. Due to that fact that the dispersion behavior in the vicinity of megahertz is fundamental to detect carcinoma, this work aims to propose a phantom composed by a mixture of agar and gelatin (emulating the normal tissue) and a piece of carrot (emulating the carcinoma). It also investigates the frequency dependence from 1 to 10,000 kHz. The proposed phantom showed capability to mimic some absolute and relative electrical parameters used to detect cancer according to the literature. The differences in the impedance modulus were found to be more dispersive in the mimic carcinoma tissue type than the normal mimic one. It is simple to prepare, low cost, has similar electrical properties to the ones that have been used in the literature, better mechanical properties and longer life time. It can be concluded that gelatin-agar gel may have a high potential to be used as a breast tissue phantom.
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Jones TH, Javor J, Sequin EK, West JD, Prakash S, Subramaniam VV. Design and characterization of an electromagnetic probe for distinguishing morphological differences in soft tissues. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2018; 89:084302. [PMID: 30184712 DOI: 10.1063/1.5022692] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 07/11/2018] [Indexed: 06/08/2023]
Abstract
We present a method for designing and optimizing an in-house designed electromagnetic probe for distinguishing morphological differences in biological tissues. The probe comprises concentric multi-wound coils, the inner being the primary coil and the outer being the detector coil. A time-varying voltage is imposed on the primary coil, resulting in an induced current in the detector coil. For highly conductive samples, eddy currents are induced in the sample and inductively couple with the electromagnetic probe. However, in weakly conducting samples, the primary coupling mechanism is found to be capacitive though there can be a non-negligible inductive component. Both the mutual inductive coupling and the capacitive coupling between the sample and the probe are detected as a change in the induced voltage of the detector coil using lock-in detection. The induced voltage in the detector coil is influenced more by the morphological structure of the specimen rather than by changes in electrical conductivity within different regions of the sample. The instrument response of the lock-in amplifier is also examined with simulated input voltage signals to relate its output to specific changes in inductive and capacitive coupling, in order to relate sample characteristics to a single voltage output. A circuit element model is used to interpret the experimental measurements. It is found that the sensitivity of the measurement for a given set of probe characteristics (resistances, inductances, and capacitances) can be optimized by adding a small amount of capacitance in the external circuit in parallel with the detector coil. Illustrative measurements are presented on animal (porcine and bovine) tissue and on human liver tissue containing a metastatic tumor to demonstrate the capabilities of the probe and measurement method in distinguishing different tissue types despite having similar electrical conductivities. Since biological tissues are multi-scale, heterogeneous materials comprising regions of differing conductivity, permittivity, and morphological structure, the electromagnetic method presented here has the potential to examine structural variations in tissue undergoing physical changes due to healing or disease.
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Affiliation(s)
- T H Jones
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
| | - J Javor
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
| | - E K Sequin
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
| | - J D West
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
| | - S Prakash
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
| | - V V Subramaniam
- Applied Physics Laboratory, Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio 43210, USA
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Potential of electrical impedance spectroscopy to differentiate between healthy and osteopenic bone. Clin Biomech (Bristol, Avon) 2018; 57:81-88. [PMID: 29960118 DOI: 10.1016/j.clinbiomech.2018.05.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 05/25/2018] [Accepted: 05/25/2018] [Indexed: 02/06/2023]
Abstract
UNLABELLED Osteoporosis involves loss of structural stability of bone due to an increase in bone porosity. Dual energy X-ray absorptometry is used to evaluate bone in terms of quantity. However, it does not give an evaluation of the patient's bone quality. For this, present study has been carried out to assess the structural deterioration of bone using electrical impedance spectroscopy. METHODS Electrical Impedance Spectroscopy has been applied to evaluate the structural and compositional changes of cortical bone in the frequency range of 50 Hz to 5 MHz for the ovariectomized rat model. Initially, bone resorption in the ovariectomized group has been confirmed by estimating tartaric resistant acid phosphatase levels; morphometric parameters; bone matrix components, hydroxyapatite crystallite size and bone micro architecture. The mid diaphyseal regions from the femora and tibiae of sixty days post ovariectomy and control rats were used for the measurement of dielectric parameters. A dispersion model based analysis has been developed by a complex least square fitting of the dielectric data. FINDINGS Increased tartaric resistant acid phosphatase levels, altered bone matrix components, hydroxyapatite crystallite size and disturbed microarchitecture in the ovariectomized group give us the confirmation of increased bone resorption following estrogen deficiency. These changes were shown to be reflected by single dispersion model based fitted parameters which shows the considerable change in all the parameters of ovariectomized group compared to the control. INTERPRETATION It has been demonstrated that the parameters of the dispersion model can reflect the bone structural and compositional changes.
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Open-Ended Coaxial Probe Technique for Dielectric Measurement of Biological Tissues: Challenges and Common Practices. Diagnostics (Basel) 2018; 8:diagnostics8020040. [PMID: 29874833 PMCID: PMC6023382 DOI: 10.3390/diagnostics8020040] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 05/24/2018] [Accepted: 06/02/2018] [Indexed: 01/06/2023] Open
Abstract
Electromagnetic (EM) medical technologies are rapidly expanding worldwide for both diagnostics and therapeutics. As these technologies are low-cost and minimally invasive, they have been the focus of significant research efforts in recent years. Such technologies are often based on the assumption that there is a contrast in the dielectric properties of different tissue types or that the properties of particular tissues fall within a defined range. Thus, accurate knowledge of the dielectric properties of biological tissues is fundamental to EM medical technologies. Over the past decades, numerous studies were conducted to expand the dielectric repository of biological tissues. However, dielectric data is not yet available for every tissue type and at every temperature and frequency. For this reason, dielectric measurements may be performed by researchers who are not specialists in the acquisition of tissue dielectric properties. To this end, this paper reviews the tissue dielectric measurement process performed with an open-ended coaxial probe. Given the high number of factors, including equipment- and tissue-related confounders, that can increase the measurement uncertainty or introduce errors into the tissue dielectric data, this work discusses each step of the coaxial probe measurement procedure, highlighting common practices, challenges, and techniques for controlling and compensating for confounders.
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Baghbani R, Moradi MH, Shadmehr MB. Identification of Pulmonary Nodules by Sweeping the Surface of the Lung with an Electrical Bioimpedance Probe: A Feasibility Study. J INVEST SURG 2018; 32:614-623. [PMID: 29553840 DOI: 10.1080/08941939.2018.1446106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Purpose: Identifying and localizing the invisible and nonpalpable pulmonary nodules are among the main challenges surgeons face during open and thoracoscopic surgeries. This in vitro study explores the feasibility of utilizing a simple and safe electrical bioimpedance probe in locating the pulmonary nodules by sweeping the surface of the lung tissue. Methods: A probe was designed with four spherical electrodes that were used for recording the bioimpedance spectrum of the lung tissue in a frequency range of 50 kHz to 5 MHz. In each of the 10 resected surgical specimens, the bioimpedance of normal lung tissue as well as the tumoral lung tissue were recorded and compared with each other. Results: By drawing the Nyquist curves, it was determined that the amplitude of the electrical impedance measured by moving the probe from the healthy point to the region of the pulmonary nodule decreases and the frequency characteristics of the bioimpedance spectrum increases. Conclusion: This method could be potentially beneficial in the localization of invisible and even nonpalpable in-depth pulmonary nodules in thoracic surgeries.
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Affiliation(s)
- Rasool Baghbani
- Biomedical Engineering Department, Amirkabir University of Technology , Tehran , Iran
| | | | - Mohammad Behgam Shadmehr
- Department of Thoracic Surgery, Tracheal Diseases Research Center (TDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences , Tehran , Iran
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Shukla VC, Kuang TR, Senthilvelan A, Higuita-Castro N, Duarte-Sanmiguel S, Ghadiali SN, Gallego-Perez D. Lab-on-a-Chip Platforms for Biophysical Studies of Cancer with Single-Cell Resolution. Trends Biotechnol 2018; 36:549-561. [PMID: 29559164 DOI: 10.1016/j.tibtech.2018.02.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 02/15/2018] [Accepted: 02/16/2018] [Indexed: 12/14/2022]
Abstract
Recent cancer research has more strongly emphasized the biophysical aspects of tumor development, progression, and microenvironment. In addition to genetic modifications and mutations in cancer cells, it is now well accepted that the physical properties of cancer cells such as stiffness, electrical impedance, and refractive index vary with tumor progression and can identify a malignant phenotype. Moreover, cancer heterogeneity renders population-based characterization techniques inadequate, as individual cellular features are lost in the average. Hence, platforms for fast and accurate characterization of biophysical properties of cancer cells at the single-cell level are required. Here, we highlight some of the recent advances in the field of cancer biophysics and the development of lab-on-a-chip platforms for single-cell biophysical analyses of cancer cells.
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Affiliation(s)
- Vasudha C Shukla
- Dorothy M. Davis Heart and Lung Research Institute, College of Medicine and Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA; These authors contributed equally to this work
| | - Tai-Rong Kuang
- The Key Laboratory of Polymer Processing Engineering of Ministry of Education, South China University of Technology, Guangzhou 510640, P.R. China; These authors contributed equally to this work.
| | - Abirami Senthilvelan
- Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA
| | - Natalia Higuita-Castro
- Department of Internal Medicine (Division of Pulmonary, Critical Care and Sleep Medicine), Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA; Department of Surgery, Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA
| | - Silvia Duarte-Sanmiguel
- Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA; Department of Human Sciences (Human Nutrition), College of Human Ecology, The Ohio State University, Columbus, OH 43210, USA
| | - Samir N Ghadiali
- Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA; Department of Internal Medicine (Division of Pulmonary, Critical Care and Sleep Medicine), Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA
| | - Daniel Gallego-Perez
- Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, OH 43210, USA; Department of Surgery, Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA.
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Dutra D, Bertemes-Filho P. Extracting Parasite Effects of Electrical Bioimpedance Measurements. JOURNAL OF ELECTRICAL BIOIMPEDANCE 2018; 9:115-122. [PMID: 33584927 PMCID: PMC7852010 DOI: 10.2478/joeb-2018-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Indexed: 06/12/2023]
Abstract
The objective of this work is to develop a technique for filtering parasitic effects from the impedance spectra (IS) measured in biological material phantoms. IS data are contaminated with unexpected capacitive and inductive effects from cable, input/output amplifiers capacitances, electrode polarization, temperature and contact pressure when collecting data. It is proposed a model which contains an RLC-network in series with the Cole model (RSC), then called RLC-Cole. It was built four circuits composed by resistors, capacitors and inductors. An impedance analyzer (HF2IS) was used to perform the measurements in the frequency range of 1 to 3000 kHz. Data were fitted into the model and comparisons to the nominal values were made. In order to validate the proposed model, a gelatin phantom and a chicken breast muscle impedance spectra were also collected and analyzed. After filtering, Cole fitting was performed. Results showed a maximum root-mean-square error of 1% for the circuits, 2.63% for the gelatin phantom, whereas 2.01% for the chicken breast. The RLC-Cole model could significantly remove parasitic effects out of a tissue impedance spectrum measured by a 4-point electrode probe. This may be highly important in EIS systems whose objective is to discriminate a normal tissue from a cancerous one.
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Affiliation(s)
- Douglas Dutra
- Department of Electrical Engineering, University of Santa Catarina State, Joinville, Brazil
| | - Pedro Bertemes-Filho
- Department of Electrical Engineering, University of Santa Catarina State, Joinville, Brazil
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Baghbani R, Moradi MH, Shadmehr MB. Identifying and Localizing of the In-depth Pulmonary Nodules Using Electrical Bio-Impedance. J INVEST SURG 2017; 32:208-217. [DOI: 10.1080/08941939.2017.1394403] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Rasool Baghbani
- Biomedical Engineering Department, Amirkabir University of Technology, Tehran, Iran
| | | | - Mohammad Behgam Shadmehr
- Department of Thoracic Surgery, Tracheal Diseases Research Center (TDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Tabbaa SM, Sharp JL, Burg KJL. Characterization and Separation of Cancer Cells with a Wicking Fiber Device. Ann Biomed Eng 2017; 45:2933-2941. [PMID: 28986723 DOI: 10.1007/s10439-017-1909-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2017] [Accepted: 08/27/2017] [Indexed: 11/29/2022]
Abstract
Current cancer diagnostic methods lack the ability to quickly, simply, efficiently, and inexpensively screen cancer cells from a mixed population of cancer and normal cells. Methods based on biomarkers are unreliable due to complexity of cancer cells, plasticity of markers, and lack of common tumorigenic markers. Diagnostics are time intensive, require multiple tests, and provide limited information. In this study, we developed a novel wicking fiber device that separates cancer and normal cell types. To the best of our knowledge, no previous work has used vertical wicking of cells through fibers to identify and isolate cancer cells. The device separated mouse mammary tumor cells from a cellular mixture containing normal mouse mammary cells. Further investigation showed the device separated and isolated human cancer cells from a heterogeneous mixture of normal and cancerous human cells. We report a simple, inexpensive, and rapid technique that has potential to identify and isolate cancer cells from large volumes of liquid samples that can be translated to on-site clinic diagnosis.
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Affiliation(s)
- Suzanne M Tabbaa
- Department of Bioengineering, Clemson University, Clemson, SC, 29634, USA.,Institute for Biological Interfaces of Engineering, Clemson University, Clemson, SC, 29634, USA
| | - Julia L Sharp
- Department of Mathematical Sciences, Clemson University, Clemson, SC, 29634, USA
| | - Karen J L Burg
- Institute for Biological Interfaces of Engineering, Clemson University, Clemson, SC, 29634, USA. .,College of Veterinary Medicine, University of Georgia, 501 D.W. Brooks Drive, Athens, GA, 30602, USA.
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Burkland DA, Ganapathy AV, John M, Greet BD, Saeed M, Rasekh A, Razavi M. Near-field impedance accurately distinguishes among pericardial, intracavitary, and anterior mediastinal position. J Cardiovasc Electrophysiol 2017; 28:1492-1499. [PMID: 28833720 DOI: 10.1111/jce.13325] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 07/27/2017] [Accepted: 08/09/2017] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Epicardial catheter ablation is increasingly used to treat arrhythmias with an epicardial component. Nevertheless, percutaneous epicardial access remains associated with a significant risk of major complications. Developing a technology capable of confirming proper placement within the pericardial space could decrease complication rates. The purpose of this study was to examine differences in bioimpedance among the pericardial space, anterior mediastinum, and right ventricle. METHODS An ovine model (n = 3) was used in this proof-of-concept study. A decapolar catheter was used to collect bipolar impedance readings; data were collected between each of five electrode pairs of varying distances. Data were collected from three test regions: the pericardial space, anterior mediastinum, and right ventricle. A control region in the inferior vena cava was used to normalize the data from the test regions. Analysis of variance was used to test for differences among regions. RESULTS A total of 10 impedance values were collected in each animal between each of the five electrode pairs in the three test regions (n = 340) and the control region (n = 145). The average normalized impedance values were significantly different among the pericardial space (1.760 ± 0.370), anterior mediastinum (3.209 ± 0.227), and right ventricle (1.024 ± 0.207; P < 0.0001). In post hoc testing, the differences between each pair of regions were significant, as well (P < 0.001 for all). CONCLUSION Impedance values are significantly different among these three anatomical compartments. Therefore, impedance can be potentially used as a means to guide percutaneous epicardial access.
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Affiliation(s)
- David A Burkland
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Anand V Ganapathy
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Mathews John
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA
| | - Brian D Greet
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Mohammad Saeed
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Abdi Rasekh
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Mehdi Razavi
- Department of Cardiology, Texas Heart Institute, Houston, TX, USA.,Department of Internal Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
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Yun J, Kim HW, Lee JH. Improvement of Depth Profiling into Biotissues Using Micro Electrical Impedance Spectroscopy on a Needle with Selective Passivation. SENSORS 2016; 16:s16122207. [PMID: 28009845 PMCID: PMC5191185 DOI: 10.3390/s16122207] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 12/12/2016] [Accepted: 12/20/2016] [Indexed: 12/22/2022]
Abstract
A micro electrical impedance spectroscopy (EIS)-on-a-needle for depth profiling (μEoN-DP) with a selective passivation layer (SPL) on a hypodermic needle was recently fabricated to measure the electrical impedance of biotissues along with the penetration depths. The SPL of the μEoN-DP enabled the sensing interdigitated electrodes (IDEs) to contribute predominantly to the measurement by reducing the relative influence of the connection lines on the sensor output. The discrimination capability of the μEoN-DP was verified using phosphate-buffered saline (PBS) at various concentration levels. The resistance and capacitance extracted through curve fitting were similar to those theoretically estimated based on the mixing ratio of PBS and deionized water; the maximum discrepancies were 8.02% and 1.85%, respectively. Depth profiling was conducted using four-layered porcine tissue to verify the effectiveness of the discrimination capability of the μEoN-DP. The magnitude and phase between dissimilar porcine tissues (fat and muscle) were clearly discriminated at the optimal frequency of 1 MHz. Two kinds of simulations, one with SPL and the other with complete passivation layer (CPL), were performed, and it was verified that the SPL was advantageous over CPL in the discrimination of biotissues in terms of sensor output.
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Affiliation(s)
- Joho Yun
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 500-712, Korea.
| | - Hyeon Woo Kim
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 500-712, Korea.
| | - Jong-Hyun Lee
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 500-712, Korea.
- School of Mechanical Engineering, Gwangju Institute of Science and Technology, Gwangju 500-712, Korea.
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