Research

Selection in spatial stochastic models of cancer: Migration as a key modulator of fitness

Craig J Thalhauser¹, John S Lowengrub¹, Dwayne Stupack² and Natalia L Komarova^1*

• * Corresponding author: Natalia L Komarova komarova@uci.edu

Author Affiliations

¹ Department of Mathematics, University of California Irvine, Irvine, California, USA

² Department of Pathology, University of California San Diego, San Diego, California, USA

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Biology Direct 2010, 5:21 doi:10.1186/1745-6150-5-21

Published: 20 April 2010

Abstract

Background

We study the selection dynamics in a heterogeneous spatial colony of cells. We use two spatial generalizations of the Moran process, which include cell divisions, death and migration. In the first model, migration is included explicitly as movement to a proximal location. In the second, migration is implicit, through the varied ability of cell types to place their offspring a distance away, in response to another cell's death.

Results

In both models, we find that migration has a direct positive impact on the ability of a single mutant cell to invade a pre-existing colony. Thus, a decrease in the growth potential can be compensated by an increase in cell migration. We further find that the neutral ridges (the set of all types with the invasion probability equal to that of the host cells) remain invariant under the increase of system size (for large system sizes), thus making the invasion probability a universal characteristic of the cells selection status. We find that repeated instances of large scale cell-death, such as might arise during therapeutic intervention or host response, strongly select for the migratory phenotype.

Conclusions

These models can help explain the many examples in the biological literature, where genes involved in cell's migratory and invasive machinery are also associated with increased cellular fitness, even though there is no known direct effect of these genes on the cellular reproduction. The models can also help to explain how chemotherapy may provide a selection mechanism for highly invasive phenotypes.

Reviewers

This article was reviewed by Marek Kimmel and Glenn Webb.