| Literature DB >> 29776129 |
Fabián Eduardo Giana1,2,3, Fabián José Bonetto1,2,3, Mariela Inés Bellotti1.
Abstract
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.Entities:
Mesh:
Year: 2018 PMID: 29776129 DOI: 10.1103/PhysRevE.97.032410
Source DB: PubMed Journal: Phys Rev E ISSN: 2470-0045 Impact factor: 2.529