Methods for assessing cell culture fluid by impedance spectra
Provided herein are techniques for identification of viable and nonviable cells in a cell culture that include measuring a resonance impedance spectral response of at least one resonator in proximity to the cell culture and correlating the measured response to the concentration of viable cells in cell culture and/or the concentration of nonviable cells in cell culture.
1. A method for assessing a cell culture reaction fluid of a cell culture reaction, comprising the steps of:
generating a plurality of frequencies with a sensor comprising a sensing region in operational contact with the cell culture reaction fluid and a plurality of tuning circuits outside the fluid;
receiving a signal from the sensor, wherein the signal is representative of impedance spectra of the sensing region in operational contact with the cell culture reaction fluid over a measured spectral frequency range;
analyzing the impedance spectra; and
determining one or more properties of the cell culture reaction fluid based on the analyzed impedance spectra.
2. The method of claim 1 , wherein the impedance spectra comprise resonance impedance spectra.
3. The method of claim 1 , wherein the tuning circuits comprise inductors.
4. The method of claim 1 , wherein the plurality of frequencies generate an impedance response over a frequency range of spectral beta dispersion of the cell culture reaction.
5. The method of claim 1 , wherein the plurality of frequencies generate an impedance response over a frequency range of spectral alpha, beta, gamma, and/or delta dispersion of the cell culture reaction.
6. The method of claim 1 , wherein the plurality of frequencies generate a resonant response over a frequency range of spectral beta dispersion of the cell culture reaction.
7. The method of claim 1 , wherein the plurality of frequencies comprise at least three frequencies over a frequency range of spectral beta dispersion of the cell culture reaction.
8. The method of claim 1 , wherein the sensing region is in direct contact with the cell culture reaction fluid.
9. The method of claim 1 , wherein the sensing region is separated from the cell culture reaction by a dielectric protective layer.
10. The method of claim 9 , wherein the dielectric protective layer has thickness from 10 nanometers to 10 millimeters.
11. The method of claim 1 , wherein analyzing the impedance spectra comprises analyzing at least six spectral parameters of each of impedance spectrum.
12. The method of claim 1 , wherein analyzing the impedance spectra comprises analyzing at least six spectral parameters of each of impedance spectrum that include resonance parameters Fp, Zp, F1, Z1, F2, Z2.
13. The method of claim 1 , wherein analyzing the impedance spectra comprises analyzing of at least real part of the impedance and/or imaginary part of the impedance.
14. The method of claim 1 , wherein the step of analyzing the impedance spectra further comprises the step of determining a linear combination of spectral parameters of the measured impedance spectra.
15. The method of claim 1 , wherein the step of analyzing the impedance spectra further comprises the step of fitting the impedance spectra to the equivalent circuit model.
16. The method of claim 1 , wherein the step of determining the properties of the cell culture reaction further comprises the step of determining a concentration of viable cells and a concentration of nonviable cells in the cell culture reaction.
17. The method of claim 1 , wherein the step of determining the properties of the cell culture reaction further comprises the step of determining a concentration of viable cells, a concentration of nonviable cells, and diameter of viable cells in the cell culture reaction.
18. The method of claim 1 , wherein the step of determining the properties of the cell culture reaction further comprises the step of determining cell culture productivity in measurement of a concentration of viable and a concentration of nonviable cells.