Literature DB >> 22902425

A theoretical investigation of the effect of proliferation and adhesion on monoclonal conversion in the colonic crypt.

Gary R Mirams1, Alexander G Fletcher, Philip K Maini, Helen M Byrne.   

Abstract

The surface epithelium lining the intestinal tract renews itself rapidly by a coordinated programme of cell proliferation, migration and differentiation events that is initiated in the crypts of Lieberkühn. It is generally believed that colorectal cancer arises due to mutations that disrupt the normal cellular dynamics of the crypts. Using a spatially structured cell-based model of a colonic crypt, we investigate the likelihood that the progeny of a mutated cell will dominate, or be sloughed out of, a crypt. Our approach is to perform multiple simulations, varying the spatial location of the initial mutation, and the proliferative and adhesive properties of the mutant cells, to obtain statistical distributions for the probability of their domination. Our simulations lead us to make a number of predictions. The process of monoclonal conversion always occurs, and does not require that the cell which initially gave rise to the population remains in the crypt. Mutations occurring more than one to two cells from the base of the crypt are unlikely to become the dominant clone. The probability of a mutant clone persisting in the crypt is sensitive to dysregulation of adhesion. By comparing simulation results with those from a simple one-dimensional stochastic model of population dynamics at the base of the crypt, we infer that this sensitivity is due to direct competition between wild-type and mutant cells at the base of the crypt. We also predict that increases in the extent of the spatial domain in which the mutant cells proliferate can give rise to counter-intuitive, non-linear changes to the probability of their fixation, due to effects that cannot be captured in simpler models.
Copyright © 2012 Elsevier Ltd. All rights reserved.

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Year:  2012        PMID: 22902425     DOI: 10.1016/j.jtbi.2012.08.002

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  26 in total

1.  A mathematical model of the colon crypt capturing compositional dynamic interactions between cell types.

Authors:  Kieran Smallbone; Bernard M Corfe
Journal:  Int J Exp Pathol       Date:  2013-12-20       Impact factor: 1.925

2.  Multi-scale modeling of APC and [Formula: see text]-catenin regulation in the human colonic crypt.

Authors:  Brooks Emerick; Gilberto Schleiniger; Bruce M Boman
Journal:  J Math Biol       Date:  2018-01-04       Impact factor: 2.259

3.  Three-Dimensional Spatiotemporal Modeling of Colon Cancer Organoids Reveals that Multimodal Control of Stem Cell Self-Renewal is a Critical Determinant of Size and Shape in Early Stages of Tumor Growth.

Authors:  Huaming Yan; Anna Konstorum; John S Lowengrub
Journal:  Bull Math Biol       Date:  2017-07-05       Impact factor: 1.758

4.  Chronic TNFα-driven injury delays cell migration to villi in the intestinal epithelium.

Authors:  Daniele Muraro; Aimee Parker; Laura Vaux; Sarah Filippi; Axel A Almet; Alexander G Fletcher; Alastair J M Watson; Carmen Pin; Philip K Maini; Helen M Byrne
Journal:  J R Soc Interface       Date:  2018-08       Impact factor: 4.118

5.  Multiscale Model of Colorectal Cancer Using the Cellular Potts Framework.

Authors:  James M Osborne
Journal:  Cancer Inform       Date:  2015-10-04

6.  A versatile mathematical work-flow to explore how Cancer Stem Cell fate influences tumor progression.

Authors:  Chiara Fornari; Gianfranco Balbo; Sami M Halawani; Omar Ba-Rukab; Ab Rahman Ahmad; Raffaele A Calogero; Francesca Cordero; Marco Beccuti
Journal:  BMC Syst Biol       Date:  2015-06-01

Review 7.  Colorectal cancer through simulation and experiment.

Authors:  Sophie K Kershaw; Helen M Byrne; David J Gavaghan; James M Osborne
Journal:  IET Syst Biol       Date:  2013-06       Impact factor: 1.615

8.  Chaste: an open source C++ library for computational physiology and biology.

Authors:  Gary R Mirams; Christopher J Arthurs; Miguel O Bernabeu; Rafel Bordas; Jonathan Cooper; Alberto Corrias; Yohan Davit; Sara-Jane Dunn; Alexander G Fletcher; Daniel G Harvey; Megan E Marsh; James M Osborne; Pras Pathmanathan; Joe Pitt-Francis; James Southern; Nejib Zemzemi; David J Gavaghan
Journal:  PLoS Comput Biol       Date:  2013-03-14       Impact factor: 4.475

9.  Patterns of proliferative activity in the colonic crypt determine crypt stability and rates of somatic evolution.

Authors:  Rui Zhao; Franziska Michor
Journal:  PLoS Comput Biol       Date:  2013-06-13       Impact factor: 4.475

10.  A calibrated agent-based computer model of stochastic cell dynamics in normal human colon crypts useful for in silico experiments.

Authors:  Rafael Bravo; David E Axelrod
Journal:  Theor Biol Med Model       Date:  2013-11-18       Impact factor: 2.432

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