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.
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页码:32 / 54
页数:23
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