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
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 50 条
  • [31] Automatic water segmentation method in SAR images using multi-scale level set
    Xu, Chuan
    Hua, Feng
    Sui, Haigang
    Chen, Guang
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2013, 39 (01): : 27 - 31
  • [32] Multi-level and multi-scale integrative approach to the understanding of human blastocyst implantation
    Sengupta, Jayasree
    Ghosh, Debabrata
    PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2014, 114 (01): : 49 - 60
  • [33] Developing constitutive model parameters via a multi-scale approach
    Anglin B.S.
    Gockel B.T.
    Rollett A.D.
    Anglin, B.S. (banglin@alumni.cmu.edu), 1600, Springer Science and Business Media Deutschland GmbH (05): : 212 - 231
  • [34] A Multi-scale Patch Approach with Diffusion Model for Image Dehazing
    Guo, Yao
    Wu, Yongliang
    Wan, Changsheng
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, PT VI, ICIC 2024, 2024, 14867 : 392 - 402
  • [35] A multi-level multi-scale approach to study essential genes in Mycobacterium tuberculosis
    Ghosh, Soma
    Baloni, Priyanka
    Mukherjee, Sumanta
    Anand, Praveen
    Chandra, Nagasuma
    BMC SYSTEMS BIOLOGY, 2013, 7
  • [36] Multi-scale Computational Model of Immune Cell Activation in Cancer
    Finley, Stacey D.
    BIOPHYSICAL JOURNAL, 2020, 118 (03) : 15A - 15A
  • [37] Concurrent multi-scale analysis of elastic composites by a multi-level computational model
    Raghavan, P
    Ghosh, S
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2004, 193 (6-8) : 497 - 538
  • [38] Constructal approach and multi-scale components
    Luo, L.
    Tondeur, D.
    Le Gall, H.
    Corbel, S.
    APPLIED THERMAL ENGINEERING, 2007, 27 (10) : 1708 - 1714
  • [39] A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems
    Shilpika, Shilpika
    Lusch, Bethany
    Emani, Murali
    Simini, Filippo
    Vishwanath, Venkatram
    Papka, Michael E.
    Ma, Kwan-Liu
    2024 IEEE 24TH INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING, CCGRID 2024, 2024, : 478 - 488
  • [40] A multi-scale approach to simulate the Galaxy
    Zwart, Simon Portegies
    370 YEARS OF ASTRONOMY IN UTRECHT, 2013, 470 : 353 - +