Agent-based computational modeling of wounded epithelial cell monolayers

被引:105
作者
Walker, DC
Hill, G
Wood, SM
Smallwood, RH
Southgate, J [1 ]
机构
[1] Univ York, Dept Biochem, Jack Birch Unit Mol Carcinogenesis, York YO10 5YW, N Yorkshire, England
[2] Univ Sheffield, Dept Comp Sci, Sheffield S1 4DP, S Yorkshire, England
[3] NHS Fdn Trust, Sheffield Teaching Hosp, Sheffield S10 2JF, S Yorkshire, England
基金
英国生物技术与生命科学研究理事会; 英国工程与自然科学研究理事会;
关键词
calcium; computational modeling; emergent structure; urinary epithelium; wound healing;
D O I
10.1109/TNB.2004.833680
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Computational modeling of biological systems, or in silico biology, is an emerging tool for understanding structure and order in biological tissues. Computational models of the behavior of epithelial cells in monolayer cell culture have been developed and used to predict the healing characteristics of scratch wounds made to urothelial cell cultures maintained in low- and physiological [Ca2+] environments. Both computational models and in vitro experiments demonstrated that in low exogenous [Ca2+], the closure of 500-mum scratch wounds was achieved primarily by cell migration into the denuded area. The wound healing rate in low (0.09 mM) [Ca2+] was approximately twice as rapid as in physiological (2 mM) [Ca2+]. Computational modeling predicted that in cell cultures that are actively proliferating, no increase in the fraction of cells in the S-phase would be expected, and this conclusion was supported experimentally in vitro by bromodeoxyuridine incorporation assay. We have demonstrated that a simple rule-based model of cell behavior, incorporating rules relating to contact inhibition of proliferation and migration, is sufficient to qualitatively predict the calcium-dependent pattern of wound closure observed in vitro. Differences between the in vitro and in silico models suggest a role for wound-induced signaling events in urothelial cell cultures.
引用
收藏
页码:153 / 163
页数:11
相关论文
共 20 条
[1]   Mechanisms of epithelial cell-cell adhesion and cell compaction revealed by high-resolution tracking of E-cadherin-green fluorescent protein [J].
Adams, CL ;
Chen, YT ;
Smith, SJ ;
Nelson, WJ .
JOURNAL OF CELL BIOLOGY, 1998, 142 (04) :1105-1119
[2]   Growth factors in bladder wound healing [J].
Baskin, LS ;
Sutherland, RS ;
Thomson, AA ;
Nguyen, HT ;
Morgan, DM ;
Hayward, SW ;
Hom, YK ;
DiSandro, M ;
Cunha, GR .
JOURNAL OF UROLOGY, 1997, 157 (06) :2388-2395
[3]   Cadherin interaction probed by atomic force microscopy [J].
Baumgartner, W ;
Hinterdorfer, P ;
Ness, W ;
Raab, A ;
Vestweber, D ;
Schindler, H ;
Drenckhahn, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (08) :4005-4010
[4]  
Chen HY, 1997, J CELL SCI, V110, P345
[5]  
Chung EH, 1999, INVEST OPHTH VIS SCI, V40, P1952
[6]   CALCIUM REGULATION OF CELL-CELL CONTACT AND DIFFERENTIATION OF EPIDERMAL-CELLS IN CULTURE - AN ULTRASTRUCTURAL-STUDY [J].
HENNINGS, H ;
HOLBROOK, KA .
EXPERIMENTAL CELL RESEARCH, 1983, 143 (01) :127-142
[7]   EFFECTS OF EXTRACELLULAR AND INTRACELLULAR CALCIUM-CONCENTRATION ON DNA-REPLICATION, LATERAL GROWTH, AND DIFFERENTIATION OF HUMAN EPIDERMAL-CELLS IN CULTURE [J].
JENSEN, PKA ;
NORGARD, JOR ;
KNUDSEN, C ;
NIELSEN, V ;
BOLUND, L .
VIRCHOWS ARCHIV B-CELL PATHOLOGY INCLUDING MOLECULAR PATHOLOGY, 1990, 59 (01) :17-25
[8]   CALCIUM-INDUCED CHANGES IN CYTOSKELETON AND MOTILITY OF CULTURED HUMAN KERATINOCYTES [J].
MAGEE, AI ;
LYTTON, NA ;
WATT, FM .
EXPERIMENTAL CELL RESEARCH, 1987, 172 (01) :43-53
[9]   Cell-cell signaling by direct contact increases cell proliferation via a PI3K-dependent signal [J].
Nelson, CM ;
Chen, CS .
FEBS LETTERS, 2002, 514 (2-3) :238-242
[10]  
Sammak PJ, 1997, J CELL SCI, V110, P465