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This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Transient Slope: A Metric for Assessing Heterogeneity from the Dielectrophoresis Spectrum

1
Department of Chemical and Biomolecular Engineering, University of California Irvine, Irvine, CA 92697, USA
2
Sue and Bill Gross Stem Cell Research Center, University of California, Irvine, CA 92697, USA
3
Department of Materials Science Engineering, University of California, Irvine, CA 92697, USA
4
Department of Biomedical Engineering, University of California, Irvine, CA 92697, USA
5
Department of Anatomy and Neurobiology, University of California, Irvine, CA 92697, USA
*
Author to whom correspondence should be addressed.
Biophysica 2024, 4(4), 695-710; https://doi.org/10.3390/biophysica4040045 (registering DOI)
Submission received: 18 November 2024 / Revised: 8 December 2024 / Accepted: 13 December 2024 / Published: 14 December 2024
(This article belongs to the Collection Feature Papers in Biophysics)

Abstract

Cellular heterogeneity, an inherent feature of biological systems, plays a critical role in processes such as development, immune response, and disease progression. Human mesenchymal stem cells (hMSCs) exemplify this heterogeneity due to their multi-lineage differentiation potential. However, their inherent variability complicates clinical use, and there is no universally accepted method for detecting and quantifying cell population heterogeneity. Dielectrophoresis (DEP) has emerged as a powerful electrokinetic technique for characterizing and manipulating cells based on their dielectric properties, offering label-free analysis capabilities. Quantitative information from the DEP spectrum, such as transient slope, measure cells’ transition between negative and positive DEP behaviors. In this study, we employed DEP to estimate transient slope of various cell populations, including relatively homogeneous HEK-293 cells, heterogeneous hMSCs, and cancer cells (PC3 and DU145). Our analysis encompassed hMSCs derived from bone marrow, adipose, and umbilical cord tissue, to capture tissue-specific heterogeneity. Transient slope was assessed using two methods, involving linear trendline fitting to different low-frequency regions of the DEP spectrum. We found that transient slope serves as a reliable indicator of cell population heterogeneity, with more heterogeneous populations exhibiting lower transient slopes and higher standard deviations. Validation using cell morphology, size, and stemness further supported the utility of transient slope as a heterogeneity metric. This label-free approach holds promise for advancing cell sorting, biomanufacturing, and personalized medicine.
Keywords: heterogeneity; dielectrophoresis; dielectrophoresis spectrum; transient slope; label-free cell analysis; mesenchymal stem cells; cancer cells heterogeneity; dielectrophoresis; dielectrophoresis spectrum; transient slope; label-free cell analysis; mesenchymal stem cells; cancer cells

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MDPI and ACS Style

Egun, E.; Wilson, T.; Rashad, Z.A.; Valentine, R.; Adams, T.N.G. Transient Slope: A Metric for Assessing Heterogeneity from the Dielectrophoresis Spectrum. Biophysica 2024, 4, 695-710. https://doi.org/10.3390/biophysica4040045

AMA Style

Egun E, Wilson T, Rashad ZA, Valentine R, Adams TNG. Transient Slope: A Metric for Assessing Heterogeneity from the Dielectrophoresis Spectrum. Biophysica. 2024; 4(4):695-710. https://doi.org/10.3390/biophysica4040045

Chicago/Turabian Style

Egun, Emmanuel, Tia Wilson, Zuri A. Rashad, Rominna Valentine, and Tayloria N. G. Adams. 2024. "Transient Slope: A Metric for Assessing Heterogeneity from the Dielectrophoresis Spectrum" Biophysica 4, no. 4: 695-710. https://doi.org/10.3390/biophysica4040045

APA Style

Egun, E., Wilson, T., Rashad, Z. A., Valentine, R., & Adams, T. N. G. (2024). Transient Slope: A Metric for Assessing Heterogeneity from the Dielectrophoresis Spectrum. Biophysica, 4(4), 695-710. https://doi.org/10.3390/biophysica4040045

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