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Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model
An improved approach for comparative study of plant cells for long term and continuous monitoring using electrical impedance spectroscopy is demonstrated for tomato and tobacco plant cells (MSK8 and BY2) in suspensions. This approach is based on the locations and magnitudes of defining features in t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481493/ https://www.ncbi.nlm.nih.gov/pubmed/34588592 http://dx.doi.org/10.1038/s41598-021-98901-0 |
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author | Kadan-Jamal, Kian Jog, Aakash Sophocleous, Marios Georgiou, Julius Avni, Adi Shacham-Diamand, Yosi |
author_facet | Kadan-Jamal, Kian Jog, Aakash Sophocleous, Marios Georgiou, Julius Avni, Adi Shacham-Diamand, Yosi |
author_sort | Kadan-Jamal, Kian |
collection | PubMed |
description | An improved approach for comparative study of plant cells for long term and continuous monitoring using electrical impedance spectroscopy is demonstrated for tomato and tobacco plant cells (MSK8 and BY2) in suspensions. This approach is based on the locations and magnitudes of defining features in the impedance spectra of the recently reported unified equivalent circuit model. The ultra-wide range (4 Hz to 20 GHz) impedance spectra of the cell lines were measured using custom probes, and were analyzed using the unified equivalent circuit model, highlighting significant negative phase peaks in the ~ 1 kHz to ~ 10 MHz range. These peaks differ between the tomato and tobacco cells, and since they can be easily defined, they can potentially be used as the signal for differentiating between different cell cultures or monitoring them over time. These findings were further analysed, showing that ratios relating the resistances of the media and the resistance of the cells define the sensitivity of the method, thus affecting its selectivity. It was further shown that cell agglomeration is also an important factor in the impedance modeling in addition to the overall cell concentration. These results can be used for optimizing and calibrating electrical impedance spectroscopy-based sensors for long term monitoring of cell lines in suspension for a given specific cell and media types. |
format | Online Article Text |
id | pubmed-8481493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84814932021-10-01 Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model Kadan-Jamal, Kian Jog, Aakash Sophocleous, Marios Georgiou, Julius Avni, Adi Shacham-Diamand, Yosi Sci Rep Article An improved approach for comparative study of plant cells for long term and continuous monitoring using electrical impedance spectroscopy is demonstrated for tomato and tobacco plant cells (MSK8 and BY2) in suspensions. This approach is based on the locations and magnitudes of defining features in the impedance spectra of the recently reported unified equivalent circuit model. The ultra-wide range (4 Hz to 20 GHz) impedance spectra of the cell lines were measured using custom probes, and were analyzed using the unified equivalent circuit model, highlighting significant negative phase peaks in the ~ 1 kHz to ~ 10 MHz range. These peaks differ between the tomato and tobacco cells, and since they can be easily defined, they can potentially be used as the signal for differentiating between different cell cultures or monitoring them over time. These findings were further analysed, showing that ratios relating the resistances of the media and the resistance of the cells define the sensitivity of the method, thus affecting its selectivity. It was further shown that cell agglomeration is also an important factor in the impedance modeling in addition to the overall cell concentration. These results can be used for optimizing and calibrating electrical impedance spectroscopy-based sensors for long term monitoring of cell lines in suspension for a given specific cell and media types. Nature Publishing Group UK 2021-09-29 /pmc/articles/PMC8481493/ /pubmed/34588592 http://dx.doi.org/10.1038/s41598-021-98901-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kadan-Jamal, Kian Jog, Aakash Sophocleous, Marios Georgiou, Julius Avni, Adi Shacham-Diamand, Yosi Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title | Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title_full | Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title_fullStr | Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title_full_unstemmed | Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title_short | Towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
title_sort | towards optimization of plant cell detection in suspensions using impedance-based analyses and the unified equivalent circuit model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481493/ https://www.ncbi.nlm.nih.gov/pubmed/34588592 http://dx.doi.org/10.1038/s41598-021-98901-0 |
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