Literature DB >> 29546457

Nonlinear studies of tumor morphological stability using a two-fluid flow model.

Kara Pham1,2, Emma Turian3,4, Kai Liu1, Shuwang Li5, John Lowengrub6.   

Abstract

We consider the nonlinear dynamics of an avascular tumor at the tissue scale using a two-fluid flow Stokes model, where the viscosity of the tumor and host microenvironment may be different. The viscosities reflect the combined properties of cell and extracellular matrix mixtures. We perform a linear morphological stability analysis of the tumors, and we investigate the role of nonlinearity using boundary-integral simulations in two dimensions. The tumor is non-necrotic, although cell death may occur through apoptosis. We demonstrate that tumor evolution is regulated by a reduced set of nondimensional parameters that characterize apoptosis, cell-cell/cell-extracellular matrix adhesion, vascularization and the ratio of tumor and host viscosities. A novel reformulation of the equations enables the use of standard boundary integral techniques to solve the equations numerically. Nonlinear simulation results are consistent with linear predictions for nearly circular tumors. As perturbations develop and grow, the linear and nonlinear results deviate and linear theory tends to underpredict the growth of perturbations. Simulations reveal two basic types of tumor shapes, depending on the viscosities of the tumor and microenvironment. When the tumor is more viscous than its environment, the tumors tend to develop invasive fingers and a branched-like structure. As the relative ratio of the tumor and host viscosities decreases, the tumors tend to grow with a more compact shape and develop complex invaginations of healthy regions that may become encapsulated in the tumor interior. Although our model utilizes a simplified description of the tumor and host biomechanics, our results are consistent with experiments in a variety of tumor types that suggest that there is a positive correlation between tumor stiffness and tumor aggressiveness.

Entities:  

Keywords:  Boundary integral method; Moving boundary problems; Solid tumor growth; Stokes flow

Mesh:

Year:  2018        PMID: 29546457     DOI: 10.1007/s00285-018-1212-3

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


  29 in total

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3.  Nonlinear modelling of cancer: bridging the gap between cells and tumours.

Authors:  J S Lowengrub; H B Frieboes; F Jin; Y-L Chuang; X Li; P Macklin; S M Wise; V Cristini
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Review 4.  Plasticity of cell migration: a multiscale tuning model.

Authors:  Peter Friedl; Katarina Wolf
Journal:  J Cell Biol       Date:  2009-12-01       Impact factor: 10.539

5.  Nonlinear simulations of solid tumor growth using a mixture model: invasion and branching.

Authors:  Vittorio Cristini; Xiangrong Li; John S Lowengrub; Steven M Wise
Journal:  J Math Biol       Date:  2008-09-12       Impact factor: 2.259

Review 6.  Integrative mathematical oncology.

Authors:  Alexander R A Anderson; Vito Quaranta
Journal:  Nat Rev Cancer       Date:  2008-03       Impact factor: 60.716

Review 7.  The mathematics of cancer: integrating quantitative models.

Authors:  Philipp M Altrock; Lin L Liu; Franziska Michor
Journal:  Nat Rev Cancer       Date:  2015-12       Impact factor: 60.716

8.  Three-dimensional multispecies nonlinear tumor growth--I Model and numerical method.

Authors:  S M Wise; J S Lowengrub; H B Frieboes; V Cristini
Journal:  J Theor Biol       Date:  2008-03-28       Impact factor: 2.691

Review 9.  Forcing through Tumor Metastasis: The Interplay between Tissue Rigidity and Epithelial-Mesenchymal Transition.

Authors:  Spencer C Wei; Jing Yang
Journal:  Trends Cell Biol       Date:  2015-10-24       Impact factor: 20.808

Review 10.  A tense situation: forcing tumour progression.

Authors:  Darci T Butcher; Tamara Alliston; Valerie M Weaver
Journal:  Nat Rev Cancer       Date:  2009-02       Impact factor: 60.716

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