Biomechanical and Nutrient Controls in the Growth of Mammalian Cell Populations

被引:12
作者
Hoehme, Stefan [1 ]
Drasdo, Dirk [2 ]
机构
[1] Univ Leipzig, Interdisciplinary Ctr Bioinformat, Leipzig, Germany
[2] INRIA Paris Rocquencourt, F-8153 Le Chesnay, France
关键词
agent-based simulation; biochemical constraints; growth dynamics; johnson-kendall-roberts theory; nutrient control; tumor; TUMOR-GROWTH; MULTICELLULAR TUMOR; SIMULATION; DYNAMICS; SPHEROIDS; HYPOXIA; GLUCOSE; SYSTEMS; MODELS; OXYGEN;
D O I
10.1080/08898480.2010.491032
中图分类号
C921 [人口统计学];
学科分类号
摘要
Growth kinetics and morphologies of growing mammalian cell populations are part of the growth dynamics of tumors. A biophysical agent-based simulation model describes a biological cell by a homogeneous elastic adhesive object able to migrate, grow and divide, and die. A comparison of simulation results with experimental data shows that the growth kinetics of growing multicellular spheroids (MCS) over a wide range of nutrient concentrations is explained by a bio-mechanical form of contact inhibition between cells. This inhibition mechanism explains the growth kinetics of the tumor diameter and the cell population size, the size of the necrotic core, the median cell volume, which decreases when the tumor diameter increases, and the spatial distribution of cell volumes in the tumor. The same model is used to predict how cell populations survive in low nutrient concentrations. Spatial patterns are different for changes of the cell phenotype by regulation or mutation. The cells appearing in the simulations decrease cell-cell adhesion, display chemotaxis movement, increase micro-motility and decrease cell cycle time. Each of these have been observed in invasive cancers.
引用
收藏
页码:166 / 187
页数:22
相关论文
共 82 条
  • [1] A mathematical model of the effects of hypoxia on the cell-cycle of normal and cancer cells
    Alarcón, T
    Byrne, HM
    Maini, PK
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2004, 229 (03) : 395 - 411
  • [2] Alberts B., 2002, CELL
  • [3] Microrheology of human lung epithelial cells measured by atomic force microscopy
    Alcaraz, J
    Buscemi, L
    Grabulosa, M
    Trepat, X
    Fabry, B
    Farré, R
    Navajas, D
    [J]. BIOPHYSICAL JOURNAL, 2003, 84 (03) : 2071 - 2079
  • [4] On the mechanics of a growing tumor
    Ambrosi, D
    Mollica, F
    [J]. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE, 2002, 40 (12) : 1297 - 1316
  • [5] Anderson A.R.A., 2000, J. Theor. Med, V2, DOI 10.1080/10273660008833042
  • [6] Tumor morphology and phenotypic evolution driven by selective pressure from the microenvironment
    Anderson, Alexander R. A.
    Weaver, Alissa M.
    Cummings, Peter T.
    Quaranta, Vito
    [J]. CELL, 2006, 127 (05) : 905 - 915
  • [7] Anderson ARA, 2007, SINGLE CELL BASED MO
  • [8] [Anonymous], 2007, BIOL CANC
  • [9] [Anonymous], 1997, A survey of models for tumor-immune system dynamics
  • [10] [Anonymous], 2003, Cancer modelling and simulation