Application of genetic algorithm in extracting cell dielectric characteristics with electrorotation

Electrical properties of biological cells are useful to distinguish cells, either in their homogenous or heterogenous populations. They provide insight into the health, geometry, growth, differentiation, function, and physiological state, including death of any biological cell, i.e., phenotype and genotype of a cell. These properties play an important role in designing various microfluidic chip-based diagnostic tools that utilize electric field gradients for cell movement. Reported studies over several decades have revealed that electrorotation, dielectric spectroscopy, and dielectrophoresis are the most common cell characterization techniques to obtain electrical parameters. However, in each of these characterization techniques, several advancements have been reported especially within the last decade. Details of these advances vary from sophisticated methods like grinding electrode materials and mixing them with polymer composites for use as electrorotation electrodes to simple targeted means like using biological cells itself as electrodes. These advances in technologies are very well discussed in this review. Sequentially, a complete description of the characterized electrical properties targeted to specific bioparticles of interest is presented. The main concepts of dielectrophoresis, electrorotation, and impedance cytometry are given alongside the generated spectra including their analyses for both single and multiple cells. Also, various methods of electrode design, spacing, and fabrication are adequately discussed. The materials used for fabricating the electrodes and their advancement over time with respect to the choice of the materials are also substantially addressed. Finally, with the growing trend observed within this time frame, the future direction of bioparticle characterization could be predicted.

show abstract

Determination of Dielectric Properties of Cells using AC Electrokinetic-based Microfluidic Platform: A Review of Recent Advances

Yang

Wang

et al. 2020

Micromachines

View full text Add to dashboard Cite

Cell dielectric properties, a type of intrinsic property of cells, can be used as electrophysiological biomarkers that offer a label-free way to characterize cell phenotypes and states, purify clinical samples, and identify target cancer cells. Here, we present a review of the determination of cell dielectric properties using alternating current (AC) electrokinetic-based microfluidic mechanisms, including electro-rotation (ROT) and dielectrophoresis (DEP). The review covers theoretically how ROT and DEP work to extract cell dielectric properties. We also dive into the details of differently structured ROT chips, followed by a discussion on the determination of cell dielectric properties and the use of these properties in bio-related applications. Additionally, the review offers a look at the future challenges facing the AC electrokinetic-based microfluidic platform in terms of acquiring cell dielectric parameters. Our conclusion is that this platform will bring biomedical and bioengineering sciences to the next level and ultimately achieve the shift from lab-oriented research to real-world applications.

show abstract

Application of genetic algorithm in extracting cell dielectric characteristics with electrorotation

Cited by 3 publications

References 17 publications

Single-cell electrical characterization

Single-cell electrical characterization

Dielectric characterization of bioparticles via electrokinetics: The past, present, and the future

Determination of Dielectric Properties of Cells using AC Electrokinetic-based Microfluidic Platform: A Review of Recent Advances

Contact Info

Product

Resources

About