Electrical Impedance Spectroscopic Analysis on Whole Blood Cells to Correlate Severity Level of Ischemic Stroke Patients
DOI:
10.29303/jppipa.v9i11.5443Published:
2023-11-25Downloads
Abstract
Measuring the impedance value of biological materials in the form of blood samples has been widely used to determine a person's health status. Ischemic stroke patients in terms of impedance values and correlates with morphological tests on changes in red blood cells. The Electrical Impedance Spectroscopy (EIS) method is applied by providing a blood sample which is detected by electrodes and read using a BIA tool set so that the results are obtained on a laptop. The results obtained from the EIS test are in the form of Bode graphs, Bode phase graphs, Nyquist graphs, and impedance values. The EIS method uses a frequency of 100 Hz to 100 kHz by injecting a current of 10 μA. In this study, the impedance value obtained for normal people was 1058 Ω to 709 Ω, while for ischemic stroke patients with various levels of condition, it was from 517 Ω to 761 Ω. When counting the number of morphological cells in the patient's blood, changes were found ranging from the most cell changes to the least, namely with a value of 44% to 19%. The severity level of ischemic stroke patients obtained based on impedance tests and morphological tests includes the order P4, P5, P3, P2, P10, P21, P15, P19, P1, P6, P13, P18, P14, P17, P16, P20, P12, P11, P8, P7, P9.
Keywords:
Electrical impedance spectroscopy Ischemic stroke patients Severity levels Whole blood cellsReferences
Astashev, M. E., Konchekov, E. M., Kolik, L. V., & Gudkov, S. V. (2022). Electric Impedance Spectroscopy in Trees Condition Analysis: Theory and Experiment. Sensors, 22(21), 8310. https://doi.org/10.3390/s22218310
Bakonyi, I. (2021). Accounting for the resistivity contribution of grain boundaries in metals: Critical analysis of reported experimental and theoretical data for Ni and Cu. The European Physical Journal Plus, 136(4), 410. https://doi.org/10.1140/epjp/s13360-021-01303-4
Cabrera-Peña, J., Brito-Garcia, S. J., Mirza-Rosca, J. C., & Callico, G. M. (2023). Electrical Equivalent Circuit Model Prediction of High-Entropy Alloy Behavior in Aggressive Media. Metals, 13(7), 1204. https://doi.org/10.3390/met13071204
Chowdhury, S. P., Hartmann, A., Gao, X. W., & Borriss, R. (2015). Biocontrol mechanism by root-associated Bacillus amyloliquefaciens FZB42—A review. Frontiers in Microbiology, 6(JUL), 1–11. https://doi.org/10.3389/fmicb.2015.00780
Feigin, V. L., Stark, B. A., Johnson, C. O., Roth, G. A., Bisignano, C., Abady, G. G., Abbasifard, M., Abbasi-Kangevari, M., Abd-Allah, F., Abedi, V., Abualhasan, A., Abu-Rmeileh, N. M., Abushouk, A. I., Adebayo, O. M., Agarwal, G., Agasthi, P., Ahinkorah, B. O., Ahmad, S., Ahmadi, S., … & Murray, C. J. L. (2021). Global, regional, and national burden of stroke and its risk factors, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet Neurology, 20(10), 795–820. https://doi.org/10.1016/S1474-4422(21)00252-0
Huerta-Nuñez, L. F. E., Gutierrez-Iglesias, G., Martinez-Cuazitl, A., Mata-Miranda, M. M., Alvarez-Jiménez, V. D., Sánchez-Monroy, V., Golberg, A., & González-DÃaz, C. A. (2019). A biosensor capable of identifying low quantities of breast cancer cells by electrical impedance spectroscopy. Scientific Reports, 9(1), 1–12. https://doi.org/10.1038/s41598-019-42776-9
Kim, H., Zhbanov, A., & Yang, S. (2022). Microfluidic Systems for Blood and Blood Cell Characterization. Biosensors, 13(1), 13. https://doi.org/10.3390/bios13010013
Kong, X., Plett, G. L., Trimboli, M. S., Zhang, Z., & Zheng, Y. (2020). An Exact Closed-Form Impedance Model for Porous-Electrode Lithium-Ion Cells. Journal of The Electrochemical Society, 167(1), 013539. https://doi.org/10.1149/1945-7111/ab67c7
Kwon, S., Yang, W., Moon, D., & Kim, K. S. (2020). Biomarkers to quantify cell migration characteristics. Cancer Cell International, 20(1), 217. https://doi.org/10.1186/s12935-020-01312-w
Liao, S., Ye, P., Chen, C., Zhang, J., Xu, L., & Tan, F. (2022). Comparing of Frequency Shift and Impedance Analysis Method Based on QCM Sensor for Measuring the Blood Viscosity. Sensors, 22(10), 3804. https://doi.org/10.3390/s22103804
Liu, Y., Li, D., Qian, J., Di, B., Zhang, G., & Ren, Z. (2021). Electrical impedance spectroscopy (EIS) in plant roots research: A review. Plant Methods, 17(1), 118. https://doi.org/10.1186/s13007-021-00817-3
Meddings, N., Heinrich, M., Overney, F., Lee, J.-S., Ruiz, V., Napolitano, E., Seitz, S., Hinds, G., Raccichini, R., GaberÅ¡Äek, M., & Park, J. (2020). Application of electrochemical impedance spectroscopy to commercial Li-ion cells: A review. Journal of Power Sources, 480, 228742. https://doi.org/10.1016/j.jpowsour.2020.228742
Mukai, M., & Oka, T. (2018). Mechanism and management of cancer-associated thrombosis. Journal of Cardiology, 72(2), 89–93. https://doi.org/10.1016/j.jjcc.2018.02.011
Oswald, S., Riewald, F., & Gasteiger, H. A. (2022). Novel Method for Monitoring the Electrochemical Capacitance by In Situ Impedance Spectroscopy as Indicator for Particle Cracking of Nickel-Rich NCMs: Part III. Development of a Simplified Measurement Setup. Journal of the Electrochemical Society, 169(4), 040552. https://doi.org/10.1149/1945-7111/ac67b3
Patil, S., Rossi, R., Jabrah, D., & Doyle, K. (2022). Detection, Diagnosis and Treatment of Acute Ischemic Stroke: Current and Future Perspectives. Frontiers in Medical Technology, 4, 748949. https://doi.org/10.3389/fmedt.2022.748949
Pedro, B. G., Marcôndes, D. W. C., & Bertemes-Filho, P. (2020). Analytical model for blood glucose detection using electrical impedance spectroscopy. Sensors (Switzerland), 20(23), 1–11. https://doi.org/10.3390/s20236928
Pedro, B., Marcôndes, D., & Bertemes-Filho, P. (2020). Analytical Model for Blood Glucose Detection Using Electrical Impedance Spectroscopy. Sensors, 20(23), 6928. https://doi.org/10.3390/s20236928
Pîslaru-Dănescu, L., Zărnescu, G.-C., Telipan, G., & Stoica, V. (2022). Design and Manufacturing of Equipment for Investigation of Low Frequency Bioimpedance. Micromachines, 13(11), 1858. https://doi.org/10.3390/mi13111858
Qin, P., Liu, Y., Song, Z., Ma, F., Wang, Y., Zhang, X., Miao, C., & Dong, X. (2020). An Electrical Resistivity Method of Characterizing Hydromechanical and Structural Properties of Compacted Loess During Constant Rate of Strain Compression. Sensors, 20(17), 4783. https://doi.org/10.3390/s20174783
Rahman, S., Azam, B., Khan, S. U., Awais, M., Ali, I., & Ul Hussen Khan, R. J. (2021). Automatic identification of abnormal blood smear images using color and morphology variation of RBCS and central pallor. Computerized Medical Imaging and Graphics, 87, 101813. https://doi.org/10.1016/j.compmedimag.2020.101813
Santoso, D. R., Pitaloka, B., Widodo, C. S., & Juswono, U. P. (2020). Low-Cost, Compact, and Rapid Bio-Impedance Spectrometer with Real-Time Bode and Nyquist Plots. Applied Sciences, 10(3), 878. https://doi.org/10.3390/app10030878
Serrano-Finetti, E., Castillo, E., Alejos, S., & León Hilario, L. M. (2023). Toward noninvasive monitoring of plant leaf water content by electrical impedance spectroscopy. Computers and Electronics in Agriculture, 210, 107907. https://doi.org/10.1016/j.compag.2023.107907
Seyoum, M., Enawgaw, B., & Melku, M. (2018). Human blood platelets and viruses: Defense mechanism and role in the removal of viral pathogens. Thrombosis Journal, 16(1), 16. https://doi.org/10.1186/s12959-018-0170-8
Swanepoel, A. C., & Pretorius, E. (2012). Scanning electron microscopy analysis of erythrocytes in thromboembolic ischemic stroke. International Journal of Laboratory Hematology, 34(2), 185–191. https://doi.org/10.1111/j.1751-553X.2011.01379.x
Urbanowicz, T., Michalak, M., Marzec, E., Komosa, A., Filipiak, K. J., Olasińska-Wiśniewska, A., Witkowska, A., Rodzki, M., Tykarski, A., & Jemielity, M. (2023). Coronary Artery Disease and Inflammatory Activation Interfere with Peripheral Tissue Electrical Impedance Spectroscopy Characteristics—Initial Report. International Journal of Environmental Research and Public Health, 20(3), 2745. https://doi.org/10.3390/ijerph20032745
Wegener, J., Keese, C. R., & Giaever, I. (2000). Electric cell-substrate impedance sensing (ECIS) as a noninvasive means to monitor the kinetics of cell spreading to artificial surfaces. Experimental Cell Research, 259(1), 158–166. https://doi.org/10.1006/excr.2000.4919
Yang, L., Liu, W., Chen, R., Zhang, G., Li, W., Fu, F., & Dong, X. (2017). In Vivo Bioimpedance Spectroscopy Characterization of Healthy, Hemorrhagic and Ischemic Rabbit Brain within 10 Hz–1 MHz. Sensors, 17(4), 791. https://doi.org/10.3390/s17040791
Yokoyama, Y., Tanaka, A., & Tagawa, Y. (2022). Droplet impact of blood and blood simulants on a solid surface: Effect of the deformability of red blood cells and the elasticity of plasma. Forensic Science International, 331, 111138. https://doi.org/10.1016/j.forsciint.2021.111138
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