Continuum-based modeling of collective cell migration

Hyungmin Jun, Hwanseok Jang, Joong Jae Kim, Yongdoo Park, Eun Bo Shim

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)4271-4277
Number of pages7
JournalJournal of Mechanical Science and Technology
Volume35
Issue number9
DOIs
Publication statusPublished - 2021 Sept

Bibliographical note

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.

Keywords

  • Collective cell migration
  • Explicit time integration
  • Finite element method
  • Hyperelastic material
  • Mathematical model

ASJC Scopus subject areas

  • Mechanics of Materials
  • Mechanical Engineering

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