Literature DB >> 29776129

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

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.

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Year:  2018        PMID: 29776129     DOI: 10.1103/PhysRevE.97.032410

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  2 in total

1.  Autoregressive parametric modeling combined ANOVA approach for label-free-based cancerous and normal cells discrimination.

Authors:  Aysha F AbdulGani; Mahmoud Al Ahmad
Journal:  Heliyon       Date:  2021-05-12

2.  Dielectrophoretic and Electrical Impedance Differentiation of Cancerous Cells Based on Biophysical Phenotype.

Authors:  Ina Turcan; Iuliana Caras; Thomas Gabriel Schreiner; Catalin Tucureanu; Aurora Salageanu; Valentin Vasile; Marioara Avram; Bianca Tincu; Marius Andrei Olariu
Journal:  Biosensors (Basel)       Date:  2021-10-17
  2 in total

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