Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling
Abstract Cells mechanical property assessment has been a promising label-free method for cell differentiation. Several methods have been proposed for single-cell mechanical properties analysis. Dielectrophoresis (DEP) is one method used for single-cell mechanical property assessment, cell separation...
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doaj-ecf1c1a308a047fcb620ca7d9c13251c2021-01-31T16:19:50ZengNature Publishing GroupScientific Reports2045-23222021-01-0111111310.1038/s41598-020-78411-1Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modelingImman I. Hosseini0Mahdi Moghimi Zand1Amir Ali Ebadi2Morteza Fathipour3Small Medical Devices, BioMEMS & LoC Lab, Department of Mechanical Engineering, College of Engineering, University of TehranSmall Medical Devices, BioMEMS & LoC Lab, Department of Mechanical Engineering, College of Engineering, University of TehranMEMS & NEMS Lab, School of Electrical and Computer Engineering, Faculty of Engineering, University of TehranMEMS & NEMS Lab, School of Electrical and Computer Engineering, Faculty of Engineering, University of TehranAbstract Cells mechanical property assessment has been a promising label-free method for cell differentiation. Several methods have been proposed for single-cell mechanical properties analysis. Dielectrophoresis (DEP) is one method used for single-cell mechanical property assessment, cell separation, and sorting. DEP method has overcome weaknesses of other techniques, including compatibility with microfluidics, high throughput assessment, and high accuracy. However, due to the lack of a general and explicit model for this method, it has not been known as an ideal cell mechanical property evaluation method. Here we present an explicit model using the most general electromagnetic equation (Maxwell Stress Tensor) for single-cell mechanical evaluation based on the DEP method. For proof of concept, we used the proposed model for differentiation between three different types of cells, namely erythrocytes, peripheral blood mononuclear cells (PBMC), and an epithelial breast cancer cells line (T-47D). The results show that, by a lumped parameter that depends on cells' mechanical and electrical properties, the proposed model can successfully distinguish between the mentioned cell types that can be in a single blood sample. The proposed model would open up the chance to use a mechanical assessment method for cell searching in parallel with other methods.https://doi.org/10.1038/s41598-020-78411-1 |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Imman I. Hosseini Mahdi Moghimi Zand Amir Ali Ebadi Morteza Fathipour |
spellingShingle |
Imman I. Hosseini Mahdi Moghimi Zand Amir Ali Ebadi Morteza Fathipour Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling Scientific Reports |
author_facet |
Imman I. Hosseini Mahdi Moghimi Zand Amir Ali Ebadi Morteza Fathipour |
author_sort |
Imman I. Hosseini |
title |
Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
title_short |
Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
title_full |
Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
title_fullStr |
Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
title_full_unstemmed |
Cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
title_sort |
cell properties assessment using optimized dielectrophoresis-based cell stretching and lumped mechanical modeling |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-01-01 |
description |
Abstract Cells mechanical property assessment has been a promising label-free method for cell differentiation. Several methods have been proposed for single-cell mechanical properties analysis. Dielectrophoresis (DEP) is one method used for single-cell mechanical property assessment, cell separation, and sorting. DEP method has overcome weaknesses of other techniques, including compatibility with microfluidics, high throughput assessment, and high accuracy. However, due to the lack of a general and explicit model for this method, it has not been known as an ideal cell mechanical property evaluation method. Here we present an explicit model using the most general electromagnetic equation (Maxwell Stress Tensor) for single-cell mechanical evaluation based on the DEP method. For proof of concept, we used the proposed model for differentiation between three different types of cells, namely erythrocytes, peripheral blood mononuclear cells (PBMC), and an epithelial breast cancer cells line (T-47D). The results show that, by a lumped parameter that depends on cells' mechanical and electrical properties, the proposed model can successfully distinguish between the mentioned cell types that can be in a single blood sample. The proposed model would open up the chance to use a mechanical assessment method for cell searching in parallel with other methods. |
url |
https://doi.org/10.1038/s41598-020-78411-1 |
work_keys_str_mv |
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