Related Experiment Video
Updated: Feb 3, 2026

Capture and Release of Viable Circulating Tumor Cells from Blood
Published on: October 28, 2016
Label-free independent quantitation of viable and non-viable cells using a multivariable multi-resonant sensor
Radislav A Potyrailo1, Jon Dieringer1, Victoria Cotero1
1GE Global Research, Niskayuna, NY 12309, USA.
Abstract:
Biological cells are utilized for diverse biotechnological and bioengineering purposes ranging from the production of biopharmaceuticals, to cell therapy, "human-on-a-chip" drug and toxicology assays, and drug-resistance tests. In these and other applications, it is critical to quantify the levels of not only viable but also non-viable cells. While traditional off-line cell-staining methods are available for counting of non-viable cells, many applications cannot periodically remove cells for their off-line analysis because of the risk of contamination or workflow logistics. Here we show in-situ label-free quantitation of viable and non-viable cells with multivariable multi-resonant sensors. We used Chinese hamster ovary (CHO) cells in suspension culture in single-use bioreactors as a representative example. The resonant sensor design strategy permitted enhanced sensor sensitivity versus conventional non-resonant measurements and probed the spectral dispersion of viable and non-viable cells with multiple resonances. These capabilities of label-free in-situ analysis of cell viability can be attractive in diverse cell applications such as cell suspensions, adhered cells, and their 3D assemblages.
Related Concept Videos
Introduction to Test of Independence
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Resonance
Law of Independent Assortment
Independent and Dependent Sources
Independent voltage or current sources supply a fixed amount of voltage or current, respectively, which is unaffected by other elements within the circuit. These are represented using specific symbols. Independent voltage sources are symbolized with polarities (+ and -), indicating the direction of the...
Multi-input and Multi-variable systems
In the absence of...

