An avascular tumor growth model based on porous media mechanics and evolving natural states

被引:43
|
作者
Mascheroni, P. [1 ]
Carfagna, M. [2 ]
Grillo, A. [2 ]
Boso, D. P. [1 ]
Schrefler, B. A. [3 ,4 ]
机构
[1] Univ Padua, Dipartimento Ingn Civile Edile & Ambientale, Padua, Italy
[2] Politecn Torino, Dipartimento Sci Matemat, Turin, Italy
[3] Tech Univ Munich, Inst Adv Study, Garching, Germany
[4] Houston Methodist Res Inst, Houston, TX USA
关键词
Biphasic systems; porous media; tumor growth; remodeling; cell reorganization; stress relaxation; nutrient transport; SOLID STRESS; BIOLOGICAL TISSUES; FLUID PRESSURE; MASS-TRANSPORT; CELL; DIFFERENTIATION; REORGANIZATION; DEFORMATION; OXYGENATION; PROGRESSION;
D O I
10.1177/1081286517711217
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Mechanical factors play a major role in tumor development and response to treatment. This is more evident for tumors grown in vivo, where cancer cells interact with the different components of the host tissue. Mathematical models are able to characterize the mechanical response of the tumor and can provide a better understanding of these interactions. In this work, we present a biphasic model for tumor growth based on the mechanics of fluid-saturated porous media. In our model, the porous medium is identified with the tumor cells and the extracellular matrix, and represents the system's solid phase, whereas the interstitial fluid constitutes the liquid phase. A nutrient is transported by the fluid phase, thereby supporting the growth of the tumor. The internal reorganization of the tissue in response to mechanical and chemical stimuli is described by enforcing the multiplicative decomposition of the deformation gradient tensor associated with the solid phase motion. In this way, we are able to distinguish the contributions of growth, rearrangement of cellular bonds, and elastic distortions which occur during tumor evolution. Results are shown for three cases of biological interest, addressing (i) the growth of a tumor spheroid in the culture medium, and (ii) the evolution of an avascular tumor growing first in a soft host tissue and then (iii) in a three-dimensional heterogeneous region. We analyze the dependence of tumor development on the mechanical environment, with particular focus on cell reorganization and its role in stress relaxation.
引用
收藏
页码:686 / 712
页数:27
相关论文
共 50 条
  • [1] An avascular tumor growth model based on porous media mechanics and evolving natural states (vol 23, pg 686, 2018)
    Mascheroni, Pietro
    Carfagna, Melania
    Grillo, Alfio
    Boso, Daniela P.
    Schrefler, Bernhard A.
    MATHEMATICS AND MECHANICS OF SOLIDS, 2020, 25 (08) : 1677 - 1677
  • [2] An Agent-Based Model of Avascular Tumor Growth
    Bobadilla, Ana Victoria Ponce
    Doursat, Rene
    Amblard, Francois
    ECAL 2015: THE THIRTEENTH EUROPEAN CONFERENCE ON ARTIFICIAL LIFE, 2015, : 648 - 655
  • [3] On a Model for the Growth of an Invasive Avascular Tumor
    Avila, J. A. J.
    Lozada-Cruz, G.
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2013, 7 (05): : 1857 - 1863
  • [4] A multiscale model for avascular tumor growth
    Jiang, Y
    Pjesivac-Grbovic, J
    Cantrell, C
    Freyer, JP
    BIOPHYSICAL JOURNAL, 2005, 89 (06) : 3884 - 3894
  • [5] Derivation and analysis of an effective model for biofilm growth in evolving porous media
    Schulz, Raphael
    Knabner, Peter
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017, 40 (08) : 2930 - 2948
  • [6] A Damage Mechanics Model for Porous Media
    Xue X.
    Zhang W.
    Yang X.
    Xue, X. (scuxxh@163.com), 1600, Kluwer Academic Publishers (31): : 817 - 825
  • [7] AN EFFECTIVE MODEL FOR BIOFILM GROWTH MADE BY CHEMOTACTICAL BACTERIA IN EVOLVING POROUS MEDIA
    Schulz, Raphael
    Knabner, Peter
    SIAM JOURNAL ON APPLIED MATHEMATICS, 2017, 77 (05) : 1653 - 1677
  • [8] A numerical algorithm for avascular tumor growth model
    Mahmood, Mohammed Shuker
    Mahmood, Silvia
    Dobrota, Dusan
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2010, 80 (06) : 1269 - 1277
  • [9] Reaction-diffusion model for the growth of avascular tumor
    Ferreira, SC
    Martins, ML
    Vilela, MJ
    PHYSICAL REVIEW E, 2002, 65 (02):
  • [10] A multiscale finite element model for avascular tumor growth
    Liu, Changyu
    Lu, Bin
    Li, Cong
    International Journal of Control and Automation, 2015, 8 (01): : 111 - 124