Assay based on electrical impedance spectroscopy to discriminate between normal and cancerous mammalian cells

GIANA, FABIÁN EDUARDO; BONETTO, FABIÁN JOSÉ; BELLOTTI, MARIELA INÉS

Physical Review E

American Physical Society

Año: 2018 vol. 97

2470-0045

In this work we present an assay to discriminate between normal and cancerous cells. The method is based on the measurement of electrical impedance spectra of in vitro cell cultures. We developed a protocol consisting on four consecutive measurement phases, each of them designed to obtain different information about the cell cultures. Through the analysis of the measured data, 26 characteristic features were obtained for both cell types. From the complete set of features, we selected the most relevant in terms of their discriminant capacity by means of conventional statistical tests. A linear discriminant analysis was then carried out on the selected features, allowing the classification of the samples in normal or cancerous with 4.5% of false positives and no false negatives.