Literature DB >> 27761698

Collective Cell Behaviour with Neighbour-Dependent Proliferation, Death and Directional Bias.

Rachelle N Binny1,2,3, Alex James1,2, Michael J Plank4,5.   

Abstract

Collective cell migration and proliferation are integral to tissue repair, embryonic development, the immune response and cancer. Central to collective cell migration and proliferation are interactions among neighbouring cells, such as volume exclusion, contact inhibition and adhesion. These individual-level processes can have important effects on population-level outcomes, such as growth rate and equilibrium density. We develop an individual-based model of cell migration and proliferation that includes these interactions. This is an extension of a previous model with neighbour-dependent directional bias to incorporate neighbour-dependent proliferation and death. A deterministic approximation to this individual-based model is derived using a spatial moment dynamics approach, which retains information about the spatial structure of the cell population. We show that the individual-based model and spatial moment model match well across a range of parameter values. The spatial moment model allows insight into the two-way interaction between spatial structure and population dynamics that cannot be captured by traditional mean-field models.

Entities:  

Keywords:  Cell adhesion; Contact inhibition; Crowding effects; Pair correlation function; Spatial moment dynamics

Mesh:

Year:  2016        PMID: 27761698     DOI: 10.1007/s11538-016-0222-9

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  4 in total

1.  Identifying density-dependent interactions in collective cell behaviour.

Authors:  Alexander P Browning; Wang Jin; Michael J Plank; Matthew J Simpson
Journal:  J R Soc Interface       Date:  2020-04-29       Impact factor: 4.118

2.  Efficient Bayesian inference for mechanistic modelling with high-throughput data.

Authors:  Simon Martina Perez; Heba Sailem; Ruth E Baker
Journal:  PLoS Comput Biol       Date:  2022-06-21       Impact factor: 4.779

3.  Quantifying the impact of electric fields on single-cell motility.

Authors:  Thomas P Prescott; Kan Zhu; Min Zhao; Ruth E Baker
Journal:  Biophys J       Date:  2021-07-07       Impact factor: 3.699

4.  Spatial structure arising from chase-escape interactions with crowding.

Authors:  Anudeep Surendran; Michael J Plank; Matthew J Simpson
Journal:  Sci Rep       Date:  2019-10-18       Impact factor: 4.379

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.