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Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells

A single cell can be regarded as a complex network that contains thousands of overlapping signaling pathways. The traditional methods for describing the dynamics of this network are extremely complicated. The mechanical properties of a cell reflect the cytoskeletal structure and composition and are...

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Detalles Bibliográficos
Autores principales: Wang, Bo, Wang, Wenxue, Wang, Yuechao, Liu, Bin, Liu, Lianqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6190220/
http://dx.doi.org/10.3390/mi8060171
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author Wang, Bo
Wang, Wenxue
Wang, Yuechao
Liu, Bin
Liu, Lianqing
author_facet Wang, Bo
Wang, Wenxue
Wang, Yuechao
Liu, Bin
Liu, Lianqing
author_sort Wang, Bo
collection PubMed
description A single cell can be regarded as a complex network that contains thousands of overlapping signaling pathways. The traditional methods for describing the dynamics of this network are extremely complicated. The mechanical properties of a cell reflect the cytoskeletal structure and composition and are closely related to the cellular biological functions and physiological activities. Therefore, modeling the mechanical properties of single cells provides the basis for analyzing and controlling the cellular state. In this study, we developed a dynamical model with cellular viscoelasticity properties as the system parameters to describe the stress-relaxation phenomenon of a single cell indented by an atomic force microscope (AFM). The system order and parameters were identified and analyzed. Our results demonstrated that the parameters identified using this model represent the cellular mechanical elasticity and viscosity and can be used to classify cell types.
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spelling pubmed-61902202018-11-01 Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells Wang, Bo Wang, Wenxue Wang, Yuechao Liu, Bin Liu, Lianqing Micromachines (Basel) Article A single cell can be regarded as a complex network that contains thousands of overlapping signaling pathways. The traditional methods for describing the dynamics of this network are extremely complicated. The mechanical properties of a cell reflect the cytoskeletal structure and composition and are closely related to the cellular biological functions and physiological activities. Therefore, modeling the mechanical properties of single cells provides the basis for analyzing and controlling the cellular state. In this study, we developed a dynamical model with cellular viscoelasticity properties as the system parameters to describe the stress-relaxation phenomenon of a single cell indented by an atomic force microscope (AFM). The system order and parameters were identified and analyzed. Our results demonstrated that the parameters identified using this model represent the cellular mechanical elasticity and viscosity and can be used to classify cell types. MDPI 2017-06-01 /pmc/articles/PMC6190220/ http://dx.doi.org/10.3390/mi8060171 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Bo
Wang, Wenxue
Wang, Yuechao
Liu, Bin
Liu, Lianqing
Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title_full Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title_fullStr Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title_full_unstemmed Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title_short Dynamical Modeling and Analysis of Viscoelastic Properties of Single Cells
title_sort dynamical modeling and analysis of viscoelastic properties of single cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6190220/
http://dx.doi.org/10.3390/mi8060171
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