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Article
An Empirical-Mathematical Approach for Calibration and Fitting Cell-Electrode Electrical Models in Bioimpedance Tests
Author/s | Serrano Viseas, Juan Alfonso
Huertas Sánchez, Gloria Maldonado-Jacobi, Andrés Olmo Fernández, Alberto Pérez García, Pablo Martín Rubio, María Esther Daza Navarro, María Paula Yúfera García, Alberto |
Editor | Rueda Rueda, Adoración
Sánchez Aguayo, Inmaculada |
Department | Universidad de Sevilla. Departamento de Electrónica y Electromagnetismo Universidad de Sevilla. Departamento de Tecnología Electrónica Universidad de Sevilla. Departamento de Biología Celular |
Publication Date | 2018 |
Deposit Date | 2018-09-07 |
Published in |
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Abstract | This paper proposes a new yet efficient method allowing a significant improvement in the on-line analysis of biological cell growing and evolution. The procedure is based on an empirical-mathematical approach for calibration ... This paper proposes a new yet efficient method allowing a significant improvement in the on-line analysis of biological cell growing and evolution. The procedure is based on an empirical-mathematical approach for calibration and fitting of any cell-electrode electrical model. It is valid and can be extrapolated for any type of cellular line used in electrical cell-substrate impedance spectroscopy (ECIS) tests. Parameters of the bioimpedance model, acquired from ECIS experiments, vary for each cell line, which makes obtaining results difficult and—to some extent-renders them inaccurate. We propose a fitting method based on the cell line initial characterization,and carry out subsequent experiments with the same line to approach the percentage of well filling and the cell density (or cell number in the well). To perform our calibration technique, the so-called oscillation-based test (OBT) approach is employed for each cell density. Calibration results are validated by performing other experiments with different concentrations on the same cell line with the same measurement technique. Accordingly, a bioimpedance electrical model of each cell line is determined, which is valid for any further experiment and leading to a more precise electrical model of the electrode-cell system. Furthermore, the model parameters calculated can be also used by any other measurement techniques. Promising experimental outcomes for three different cell-lines have been achieved, supporting the usefulness of this technique. |
Citation | Serrano Viseas, J.A., Huertas Sánchez, G., Maldonado-Jacobi, A., Olmo Fernández, A., Pérez García, P., Martín Rubio, M.E.,...,Yúfera García, A. (2018). An Empirical-Mathematical Approach for Calibration and Fitting Cell-Electrode Electrical Models in Bioimpedance Tests. Sensor, 18 (7), 1-16. |
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