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Multi-frequency dielectrophoretic characterization of single cells
We explore the use of dielectrophoresis to discern the electrical properties of single cells by observing them at multiple frequencies. We first simulate experimental conditions to show that as we increase the number of measured frequencies, we are able to better discriminate among different cells....
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6220158/ https://www.ncbi.nlm.nih.gov/pubmed/31057911 http://dx.doi.org/10.1038/s41378-018-0023-4 |
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author | Jaffe, Alex Voldman, Joel |
author_facet | Jaffe, Alex Voldman, Joel |
author_sort | Jaffe, Alex |
collection | PubMed |
description | We explore the use of dielectrophoresis to discern the electrical properties of single cells by observing them at multiple frequencies. We first simulate experimental conditions to show that as we increase the number of measured frequencies, we are able to better discriminate among different cells. Furthermore, we use the simulation to find the optimal number and value of frequencies to use to best discriminate among different cells in general. We then fabricate a microfluidic device, calibrate it with polystyrene beads, and characterize it with BA/F3 cells. With this device, we test three different activation levels of HL60 cells treated with cytochalasin D using the optimal frequency sequence obtained in simulation to determine the differences in discrimination abilities depending on the number of frequencies used. We quantify the discrimination abilities of the optimal one, two, and three frequencies by minimizing 0-1 loss. |
format | Online Article Text |
id | pubmed-6220158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62201582019-05-03 Multi-frequency dielectrophoretic characterization of single cells Jaffe, Alex Voldman, Joel Microsyst Nanoeng Article We explore the use of dielectrophoresis to discern the electrical properties of single cells by observing them at multiple frequencies. We first simulate experimental conditions to show that as we increase the number of measured frequencies, we are able to better discriminate among different cells. Furthermore, we use the simulation to find the optimal number and value of frequencies to use to best discriminate among different cells in general. We then fabricate a microfluidic device, calibrate it with polystyrene beads, and characterize it with BA/F3 cells. With this device, we test three different activation levels of HL60 cells treated with cytochalasin D using the optimal frequency sequence obtained in simulation to determine the differences in discrimination abilities depending on the number of frequencies used. We quantify the discrimination abilities of the optimal one, two, and three frequencies by minimizing 0-1 loss. Nature Publishing Group UK 2018-09-10 /pmc/articles/PMC6220158/ /pubmed/31057911 http://dx.doi.org/10.1038/s41378-018-0023-4 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Jaffe, Alex Voldman, Joel Multi-frequency dielectrophoretic characterization of single cells |
title | Multi-frequency dielectrophoretic characterization of single cells |
title_full | Multi-frequency dielectrophoretic characterization of single cells |
title_fullStr | Multi-frequency dielectrophoretic characterization of single cells |
title_full_unstemmed | Multi-frequency dielectrophoretic characterization of single cells |
title_short | Multi-frequency dielectrophoretic characterization of single cells |
title_sort | multi-frequency dielectrophoretic characterization of single cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6220158/ https://www.ncbi.nlm.nih.gov/pubmed/31057911 http://dx.doi.org/10.1038/s41378-018-0023-4 |
work_keys_str_mv | AT jaffealex multifrequencydielectrophoreticcharacterizationofsinglecells AT voldmanjoel multifrequencydielectrophoreticcharacterizationofsinglecells |