A LEVEL SET APPROACH FOR A MULTI-SCALE CANCER INVASION MODEL

被引:0
作者
Carraro, Thomas [1 ]
Wetterauer, Sven E.
Bobadilla, Ana Victoria Ponce
Trucu, Dumitru [1 ,2 ]
机构
[1] Univ Fed Armed Forces Hamburg, Fac Mech Engn Appl Math, Helmut Schmidt Univ, Holstenhofweg 85, D-22043 Hamburg, Germany
[2] Univ Dundee, Div Math, Dundee DD1 4HN, Scotland
来源
MATHEMATICS IN APPLIED SCIENCES AND ENGINEERING | 2021年 / 2卷 / 01期
关键词
cancer invasion; multiscale modelling; level set; FEM; cut-cells;
D O I
10.5206/mase/11087
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The quest for a deeper understanding of the cancer growth and spread process focuses on the naturally multiscale nature of cancer invasion, which requires an appropriate multiscale modeling and analysis approach. The cross-talk between the dynamics of the cancer cell population on the tissue scale (macroscale) and the proteolytic molecular processes along the tumor border on the cell scale (microscale) plays a particularly important role within the invasion processes, leading to dramatic changes in tumor morphology and influencing the overall pattern of cancer spread. Building on the multiscale moving boundary framework proposed in Trucu et al. (Multiscale Model. Simul. 11(2013), 309-335), in this work we propose a new formulation of this process involving a novel derivation of the macro scale boundary movement law based on micro-dynamics, involving a transport equation combined with the level set method. This is explored numerically in a novel finite element macro-micro framework based on cut-cells.
引用
收藏
页码:32 / 54
页数:23
相关论文
共 80 条
  • [61] Shuttleworth R., 2018, CELL MOVEMENT MODELL, P1
  • [62] Cell-Scale Degradation of Peritumoural Extracellular Matrix Fibre Network and Its Role Within Tissue-Scale Cancer Invasion
    Shuttleworth, Robyn
    Trucu, Dumitru
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2020, 82 (06)
  • [63] Multiscale dynamics of a heterotypic cancer cell population within a fibrous extracellular matrix
    Shuttleworth, Robyn
    Trucu, Dumitru
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2020, 486
  • [64] Multiscale Modelling of Fibres Dynamics and Cell Adhesion within Moving Boundary Cancer Invasion
    Shuttleworth, Robyn
    Trucu, Dumitru
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2019, 81 (07) : 2176 - 2219
  • [65] A positivity-preserving finite element method for chemotaxis problems in 3D
    Strehl, Robert
    Sokolov, Andriy
    Kuzmin, Dmitri
    Horstmann, Dirk
    Turek, Stefan
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2013, 239 : 290 - 303
  • [66] Directionality of Macrophages Movement in Tumour Invasion: A Multiscale Moving-Boundary Approach
    Suveges, Szabolcs
    Eftimie, Raluca
    Trucu, Dumitru
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2020, 82 (12)
  • [67] MATHEMATICAL MODELLING OF CANCER INVASION OF TISSUE: THE ROLE AND EFFECT OF NONLOCAL INTERACTIONS
    Szymanska, Zuzanna
    Rodrigo, Cristian Morales
    Lachowicz, Miroslaw
    Chaplain, Mark A. J.
    [J]. MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2009, 19 (02) : 257 - 281
  • [68] Multiphase modeling of tumor growth with matrix remodeling and fibrosis
    Tosin, Andrea
    Preziosi, Luigi
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 2010, 52 (7-8) : 969 - 976
  • [69] Evidence of a large-scale mechanosensing mechanism for cellular adaptation to substrate stiffness
    Trichet, Lea
    Le Digabel, Jimmy
    Hawkins, Rhoda J.
    Vedula, Ram Krishna
    Gupta, Mukund
    Ribrault, Claire
    Hersen, Pascal
    Voituriez, Raphael
    Ladoux, Benoit
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (18) : 6933 - 6938
  • [70] Trucu D., 2014, MANAGING COMPLEXITY, P45