Literature DB >> 26936033

Mass concentration in a nonlocal model of clonal selection.

J-E Busse1, P Gwiazda2,3, A Marciniak-Czochra4,5,6.   

Abstract

Self-renewal is a constitutive property of stem cells. Testing the cancer stem cell hypothesis requires investigation of the impact of self-renewal on cancer expansion. To better understand this impact, we propose a mathematical model describing the dynamics of a continuum of cell clones structured by the self-renewal potential. The model is an extension of the finite multi-compartment models of interactions between normal and cancer cells in acute leukemias. It takes a form of a system of integro-differential equations with a nonlinear and nonlocal coupling which describes regulatory feedback loops of cell proliferation and differentiation. We show that this coupling leads to mass concentration in points corresponding to the maxima of the self-renewal potential and the solutions of the model tend asymptotically to Dirac measures multiplied by positive constants. Furthermore, using a Lyapunov function constructed for the finite dimensional counterpart of the model, we prove that the total mass of the solution converges to a globally stable equilibrium. Additionally, we show stability of the model in the space of positive Radon measures equipped with the flat metric (bounded Lipschitz distance). Analytical results are illustrated by numerical simulations.

Entities:  

Keywords:  Bounded Lipschitz distance; Cell differentiation model; Clonal evolution; Integro-differential equations; Lyapunov function; Mass concentration; Selection process

Mesh:

Year:  2016        PMID: 26936033      PMCID: PMC5018043          DOI: 10.1007/s00285-016-0979-3

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  24 in total

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Review 6.  Identifying leukemia stem cells--is it feasible and does it matter?

Authors:  Christoph Lutz; Van T Hoang; Eike Buss; Anthony D Ho
Journal:  Cancer Lett       Date:  2012-07-20       Impact factor: 8.679

7.  Evidence for a novel in vivo control mechanism of granulopoiesis: mature cell-related control of a regulatory growth factor.

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8.  Cell division patterns in acute myeloid leukemia stem-like cells determine clinical course: a model to predict patient survival.

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Journal:  Cancer Res       Date:  2015-01-22       Impact factor: 12.701

9.  Cell lineages and the logic of proliferative control.

Authors:  Arthur D Lander; Kimberly K Gokoffski; Frederic Y M Wan; Qing Nie; Anne L Calof
Journal:  PLoS Biol       Date:  2009-01-20       Impact factor: 8.029

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Journal:  PLoS Comput Biol       Date:  2014-08-07       Impact factor: 4.475

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4.  Evolutionary dynamics of competing phenotype-structured populations in periodically fluctuating environments.

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