Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy

The mechanical behaviour of adherent cells when subjected to the local indentation can be modelled via various approaches. Specifically, the tensegrity structure has been widely used in describing the organization of discrete intracellular cytoskeletal components, including microtubules (MTs) and mi...

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Main Authors: Tianyao Shen, Bijan Shirinzadeh, Yongmin Zhong, Julian Smith, Joshua Pinskier, Mohammadali Ghafarian
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/6/1764
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spelling doaj-2fbfb4bf6df14c02a1d42317f9775bbc2020-11-25T02:41:17ZengMDPI AGSensors1424-82202020-03-01206176410.3390/s20061764s20061764Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force MicroscopyTianyao Shen0Bijan Shirinzadeh1Yongmin Zhong2Julian Smith3Joshua Pinskier4Mohammadali Ghafarian5Robotics and Mechatronics Research Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, AustraliaRobotics and Mechatronics Research Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, AustraliaSchool of Engineering, RMIT University, Bundoora, VIC 3083, AustraliaDepartment of Surgery, Monash University, Clayton, VIC 3800, AustraliaRobotics and Mechatronics Research Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, AustraliaRobotics and Mechatronics Research Laboratory, Department of Mechanical and Aerospace Engineering, Monash University, Clayton, VIC 3800, AustraliaThe mechanical behaviour of adherent cells when subjected to the local indentation can be modelled via various approaches. Specifically, the tensegrity structure has been widely used in describing the organization of discrete intracellular cytoskeletal components, including microtubules (MTs) and microfilaments. The establishment of a tensegrity model for adherent cells has generally been done empirically, without a mathematically demonstrated methodology. In this study, a rotationally symmetric prism-shaped tensegrity structure is introduced, and it forms the basis of the proposed multi-level tensegrity model. The modelling approach utilizes the force density method to mathematically assure self-equilibrium. The proposed multi-level tensegrity model was developed by densely distributing the fundamental tensegrity structure in the intracellular space. In order to characterize the mechanical behaviour of the adherent cell during the atomic force microscopy (AFM) indentation with large deformation, an integrated model coupling the multi-level tensegrity model with a hyperelastic model was also established and applied. The coefficient of determination between the computational force-distance (F-D) curve and the experimental F-D curve was found to be at 0.977 in the integrated model on average. In the simulation range, along with the increase in the overall deformation, the local stiffness contributed by the cytoskeletal components decreased from 75% to 45%, while the contribution from the hyperelastic components increased correspondingly.https://www.mdpi.com/1424-8220/20/6/1764cytoskeletontensegrityfinite element modellinglocal stiffnessatomic force microscope
collection DOAJ
language English
format Article
sources DOAJ
author Tianyao Shen
Bijan Shirinzadeh
Yongmin Zhong
Julian Smith
Joshua Pinskier
Mohammadali Ghafarian
spellingShingle Tianyao Shen
Bijan Shirinzadeh
Yongmin Zhong
Julian Smith
Joshua Pinskier
Mohammadali Ghafarian
Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
Sensors
cytoskeleton
tensegrity
finite element modelling
local stiffness
atomic force microscope
author_facet Tianyao Shen
Bijan Shirinzadeh
Yongmin Zhong
Julian Smith
Joshua Pinskier
Mohammadali Ghafarian
author_sort Tianyao Shen
title Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
title_short Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
title_full Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
title_fullStr Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
title_full_unstemmed Sensing and Modelling Mechanical Response in Large Deformation Indentation of Adherent Cell Using Atomic Force Microscopy
title_sort sensing and modelling mechanical response in large deformation indentation of adherent cell using atomic force microscopy
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-03-01
description The mechanical behaviour of adherent cells when subjected to the local indentation can be modelled via various approaches. Specifically, the tensegrity structure has been widely used in describing the organization of discrete intracellular cytoskeletal components, including microtubules (MTs) and microfilaments. The establishment of a tensegrity model for adherent cells has generally been done empirically, without a mathematically demonstrated methodology. In this study, a rotationally symmetric prism-shaped tensegrity structure is introduced, and it forms the basis of the proposed multi-level tensegrity model. The modelling approach utilizes the force density method to mathematically assure self-equilibrium. The proposed multi-level tensegrity model was developed by densely distributing the fundamental tensegrity structure in the intracellular space. In order to characterize the mechanical behaviour of the adherent cell during the atomic force microscopy (AFM) indentation with large deformation, an integrated model coupling the multi-level tensegrity model with a hyperelastic model was also established and applied. The coefficient of determination between the computational force-distance (F-D) curve and the experimental F-D curve was found to be at 0.977 in the integrated model on average. In the simulation range, along with the increase in the overall deformation, the local stiffness contributed by the cytoskeletal components decreased from 75% to 45%, while the contribution from the hyperelastic components increased correspondingly.
topic cytoskeleton
tensegrity
finite element modelling
local stiffness
atomic force microscope
url https://www.mdpi.com/1424-8220/20/6/1764
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