TY - JOUR
T1 - Continuum-based modeling of collective cell migration
AU - Jun, Hyungmin
AU - Jang, Hwanseok
AU - Kim, Joong Jae
AU - Park, Yongdoo
AU - Shim, Eun Bo
N1 - Funding Information:
This paper was supported by research funds for newly appointed professors of Jeonbuk National University in 2020 and supported by Basic Research Fund of Kangwon National University (No 520170145), and by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (No. 2019M3D1A10 78940).
Publisher Copyright:
© 2021, The Korean Society of Mechanical Engineers and Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2021/9
Y1 - 2021/9
N2 - In this paper, we present a computationally efficient cellular mathematical model that accounts for the boundary collective behavior of a cell group by hepatocyte growth factor. The large cell group is modeled using continuum-based finite elements with incompressible hyperelastic materials for the nonlinear elastic behaviors. The total Lagrangian formulation is used enabling for large deformations, and the explicit time integration scheme without the Newton-Raphson iterative solution required for a time step is adopted to model the dynamics of the collective cell migration. With the explicit time integration and low order finite elements under the total Lagrangian framework, the proposed model is much computationally efficient for modeling the dynamic mechanical behavior of a cell colony. Detailed comparison to the experimental data shows that the proposed mathematical model provides a quantitatively accurate description of the collective cell motion in three different concentrations of hepatocyte growth factor.
AB - In this paper, we present a computationally efficient cellular mathematical model that accounts for the boundary collective behavior of a cell group by hepatocyte growth factor. The large cell group is modeled using continuum-based finite elements with incompressible hyperelastic materials for the nonlinear elastic behaviors. The total Lagrangian formulation is used enabling for large deformations, and the explicit time integration scheme without the Newton-Raphson iterative solution required for a time step is adopted to model the dynamics of the collective cell migration. With the explicit time integration and low order finite elements under the total Lagrangian framework, the proposed model is much computationally efficient for modeling the dynamic mechanical behavior of a cell colony. Detailed comparison to the experimental data shows that the proposed mathematical model provides a quantitatively accurate description of the collective cell motion in three different concentrations of hepatocyte growth factor.
KW - Collective cell migration
KW - Explicit time integration
KW - Finite element method
KW - Hyperelastic material
KW - Mathematical model
UR - http://www.scopus.com/inward/record.url?scp=85113808451&partnerID=8YFLogxK
U2 - 10.1007/s12206-021-0837-0
DO - 10.1007/s12206-021-0837-0
M3 - Article
AN - SCOPUS:85113808451
SN - 1738-494X
VL - 35
SP - 4271
EP - 4277
JO - Journal of Mechanical Science and Technology
JF - Journal of Mechanical Science and Technology
IS - 9
ER -