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      Tumor Evolution in Space: The Effects of Competition Colonization Tradeoffs on Tumor Invasion Dynamics

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          Abstract

          We apply competition colonization tradeoff models to tumor growth and invasion dynamics to explore the hypothesis that varying selection forces will result in predictable phenotypic differences in cells at the tumor invasive front compared to those in the core. Spatially, ecologically, and evolutionarily explicit partial differential equation models of tumor growth confirm that spatial invasion produces selection pressure for motile phenotypes. The effects of the invasive phenotype on normal adjacent tissue determine the patterns of growth and phenotype distribution. If tumor cells do not destroy their environment, colonizer and competitive phenotypes coexist with the former localized at the invasion front and the latter, to the tumor interior. If tumors cells do destroy their environment, then cell motility is strongly selected resulting in accelerated invasion speed with time. Our results suggest that the widely observed genetic heterogeneity within cancers may not be the stochastic effect of random mutations. Rather, it may be the consequence of predictable variations in environmental selection forces and corresponding phenotypic adaptations.

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          Most cited references30

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          Competition and Biodiversity in Spatially Structured Habitats

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            Invasion and the evolution of speed in toads.

            Cane toads (Bufo marinus) are large anurans (weighing up to 2 kg) that were introduced to Australia 70 years ago to control insect pests in sugar-cane fields. But the result has been disastrous because the toads are toxic and highly invasive. Here we show that the annual rate of progress of the toad invasion front has increased about fivefold since the toads first arrived; we find that toads with longer legs can not only move faster and are the first to arrive in new areas, but also that those at the front have longer legs than toads in older (long-established) populations. The disaster looks set to turn into an ecological nightmare because of the negative effects invasive species can have on native ecosystems; over many generations, rates of invasion will be accelerated owing to rapid adaptive change in the invader, with continual 'spatial selection' at the expanding front favouring traits that increase the toads' dispersal.
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              An evolutionary process that assembles phenotypes through space rather than through time.

              In classical evolutionary theory, traits evolve because they facilitate organismal survival and/or reproduction. We discuss a different type of evolutionary mechanism that relies upon differential dispersal. Traits that enhance rates of dispersal inevitably accumulate at expanding range edges, and assortative mating between fast-dispersing individuals at the invasion front results in an evolutionary increase in dispersal rates in successive generations. This cumulative process (which we dub "spatial sorting") generates novel phenotypes that are adept at rapid dispersal, irrespective of how the underlying genes affect an organism's survival or its reproductive success. Although the concept is not original with us, its revolutionary implications for evolutionary theory have been overlooked. A range of biological phenomena (e.g., acceleration of invasion fronts, insular flightlessness, preadaptation) may have evolved via spatial sorting as well as (or rather than) by natural selection, and this evolutionary mechanism warrants further study.
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                Author and article information

                Journal
                Front Oncol
                Front Oncol
                Front. Oncol.
                Frontiers in Oncology
                Frontiers Media S.A.
                2234-943X
                28 January 2013
                06 March 2013
                2013
                : 3
                : 45
                Affiliations
                [1] 1Biometry Research Group, Division of Cancer Prevention, National Cancer Institute Rockville, MD, USA
                [2] 2Department of Radiology, Moffitt Cancer Center Tampa, FL, USA
                [3] 3Department of Biological Sciences, University of Illinois at Chicago Chicago, IL, USA
                Author notes

                Edited by: Heiko Enderling, Tufts University School of Medicine, USA

                Reviewed by: Yosef Cohen, University of Minnesota, USA; Richard Durrett, Duke University, USA

                *Correspondence: Paul A. Orlando, Biometry Research Group, Division of Cancer Prevention, National Cancer Institute, 6130 Executive Blvd, Executive Plaza North, Suite 3131, Rockville, MD 20892, USA. e-mail: paul.orlando@ 123456nih.gov

                This article was submitted to Frontiers in Molecular and Cellular Oncology, a specialty of Frontiers in Oncology.

                Article
                10.3389/fonc.2013.00045
                3589695
                23508890
                930eb74a-c97c-4c84-a3f2-0d1ebad93315
                Copyright © 2013 Orlando, Gatenby and Brown.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.

                History
                : 21 December 2012
                : 20 February 2013
                Page count
                Figures: 9, Tables: 0, Equations: 14, References: 41, Pages: 12, Words: 7291
                Categories
                Oncology
                Hypothesis and Theory

                Oncology & Radiotherapy
                tumor invasion,spatial ecology,competition colonization tradeoff,partial differential equation model,spatial selection

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