Literature DB >> 26683105

Replicator dynamics of cancer stem cell: Selection in the presence of differentiation and plasticity.

Kamran Kaveh1, Mohammad Kohandel2, Siv Sivaloganathan3.   

Abstract

The cancer stem cell hypothesis has evolved into one of the most important paradigms in cancer research. According to cancer stem cell hypothesis, somatic mutations in a subpopulation of cells can transform them into cancer stem cells with the unique potential of tumour initiation. Stem cells have the potential to produce lineages of non-stem cell populations (differentiated cells) via a ubiquitous hierarchal division scheme. Differentiation of a stem cell into (partially) differentiated cells can happen either symmetrically or asymmetrically. The selection dynamics of a mutant cancer stem cell should be investigated in the light of a stem cell proliferation hierarchy and presence of a non-stem cell population. By constructing a three-compartment Moran-type model composed of normal stem cells, mutant (cancer) stem cells and differentiated cells, we derive the replicator dynamics of stem cell frequencies where asymmetric differentiation and differentiated cell death rates are included in the model. We determine how these new factors change the conditions for a successful mutant invasion and discuss the variation on the steady state fraction of the population as different model parameters are changed. By including the phenotypic plasticity/dedifferentiation, in which a progenitor/differentiated cell can transform back into a cancer stem cell, we show that the effective fitness of mutant stem cells is not only determined by their proliferation and death rates but also according to their dedifferentiation potential. By numerically solving the model we derive the phase diagram of the advantageous and disadvantageous phases of cancer stem cells in the space of proliferation and dedifferentiation potentials. The result shows that at high enough dedifferentiation rates even a previously disadvantageous mutant can take over the population of normal stem cells. This observation has implications in different areas of cancer research including experimental observations that imply metastatic cancer stem cell types might have lower proliferation potential than other stem cell phenotypes while showing much more phenotypic plasticity and can undergo clonal expansion.
Copyright © 2015 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Cancer stem cell; Differentiation and plasticity; Evolutionary dynamics; Mathematical modeling; Replicator dynamics

Mesh:

Year:  2015        PMID: 26683105     DOI: 10.1016/j.mbs.2015.11.012

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  7 in total

1.  Modeling heterogeneous tumor growth dynamics and cell-cell interactions at single-cell and cell-population resolution.

Authors:  Leonard A Harris; Samantha Beik; Patricia M M Ozawa; Lizandra Jimenez; Alissa M Weaver
Journal:  Curr Opin Syst Biol       Date:  2019-09-16

Review 2.  Dissecting Tumor Growth: The Role of Cancer Stem Cells in Drug Resistance and Recurrence.

Authors:  Beatrice Aramini; Valentina Masciale; Giulia Grisendi; Federica Bertolini; Michela Maur; Giorgia Guaitoli; Isca Chrystel; Uliano Morandi; Franco Stella; Massimo Dominici; Khawaja Husnain Haider
Journal:  Cancers (Basel)       Date:  2022-02-15       Impact factor: 6.639

3.  Effect of cellular de-differentiation on the dynamics and evolution of tissue and tumor cells in mathematical models with feedback regulation.

Authors:  Dominik Wodarz
Journal:  J Theor Biol       Date:  2018-03-30       Impact factor: 2.691

4.  Phenotypic heterogeneity in modeling cancer evolution.

Authors:  Ali Mahdipour-Shirayeh; Kamran Kaveh; Mohammad Kohandel; Sivabal Sivaloganathan
Journal:  PLoS One       Date:  2017-10-30       Impact factor: 3.240

Review 5.  Emerging role of exosome signalling in maintaining cancer stem cell dynamic equilibrium.

Authors:  Zhen Sun; Li Wang; Lihua Dong; Xiujie Wang
Journal:  J Cell Mol Med       Date:  2018-05-25       Impact factor: 5.295

Review 6.  The Role of Tumor Stem Cell Exosomes in Cancer Invasion and Metastasis.

Authors:  Kun Liu; Xin Gao; Baoqiang Kang; Yunpeng Liu; Dingding Wang; Yi Wang
Journal:  Front Oncol       Date:  2022-03-08       Impact factor: 6.244

7.  Radiosensitizing effects of miR-18a-5p on lung cancer stem-like cells via downregulating both ATM and HIF-1α.

Authors:  Xu Chen; Lei Wu; Dezhi Li; Yanmei Xu; Luping Zhang; Kai Niu; Rui Kong; Jiaoyang Gu; Zihan Xu; Zhengtang Chen; Jianguo Sun
Journal:  Cancer Med       Date:  2018-06-02       Impact factor: 4.452

  7 in total

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