Literature DB >> 28210916

A Multiscale Mathematical Model of Tumour Invasive Growth.

Lu Peng1,2, Dumitru Trucu3, Ping Lin1, Alastair Thompson4, Mark A J Chaplain5.   

Abstract

Known as one of the hallmarks of cancer (Hanahan and Weinberg in Cell 100:57-70, 2000) cancer cell invasion of human body tissue is a complicated spatio-temporal multiscale process which enables a localised solid tumour to transform into a systemic, metastatic and fatal disease. This process explores and takes advantage of the reciprocal relation that solid tumours establish with the extracellular matrix (ECM) components and other multiple distinct cell types from the surrounding microenvironment. Through the secretion of various proteolytic enzymes such as matrix metalloproteinases or the urokinase plasminogen activator (uPA), the cancer cell population alters the configuration of the surrounding ECM composition and overcomes the physical barriers to ultimately achieve local cancer spread into the surrounding tissue. The active interplay between the tissue-scale tumour dynamics and the molecular mechanics of the involved proteolytic enzymes at the cell scale underlines the biologically multiscale character of invasion and raises the challenge of modelling this process with an appropriate multiscale approach. In this paper, we present a new two-scale moving boundary model of cancer invasion that explores the tissue-scale tumour dynamics in conjunction with the molecular dynamics of the urokinase plasminogen activation system. Building on the multiscale moving boundary method proposed in Trucu et al. (Multiscale Model Simul 11(1):309-335, 2013), the modelling that we propose here allows us to study the changes in tissue-scale tumour morphology caused by the cell-scale uPA microdynamics occurring along the invasive edge of the tumour. Our computational simulation results demonstrate a range of heterogeneous dynamics which are qualitatively similar to the invasive growth patterns observed in a number of different types of cancer, such as the tumour infiltrative growth patterns discussed in Ito et al. (J Gastroenterol 47:1279-1289, 2012).

Entities:  

Keywords:  Cancer invasion; Multiscale modelling; uPA system

Mesh:

Substances:

Year:  2017        PMID: 28210916     DOI: 10.1007/s11538-016-0237-2

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  8 in total

1.  Cell-Scale Degradation of Peritumoural Extracellular Matrix Fibre Network and Its Role Within Tissue-Scale Cancer Invasion.

Authors:  Robyn Shuttleworth; Dumitru Trucu
Journal:  Bull Math Biol       Date:  2020-05-26       Impact factor: 1.758

2.  Multiscale Modelling of Fibres Dynamics and Cell Adhesion within Moving Boundary Cancer Invasion.

Authors:  Robyn Shuttleworth; Dumitru Trucu
Journal:  Bull Math Biol       Date:  2019-04-12       Impact factor: 1.758

Review 3.  Unravelling cell migration: defining movement from the cell surface.

Authors:  Francisco Merino-Casallo; Maria Jose Gomez-Benito; Silvia Hervas-Raluy; Jose Manuel Garcia-Aznar
Journal:  Cell Adh Migr       Date:  2022-12       Impact factor: 3.255

4.  Collective Cell Migration in a Fibrous Environment: A Hybrid Multiscale Modelling Approach.

Authors:  Szabolcs Suveges; Ibrahim Chamseddine; Katarzyna A Rejniak; Raluca Eftimie; Dumitru Trucu
Journal:  Front Appl Math Stat       Date:  2021-06-25

5.  Mathematical simulation of tumour angiogenesis: angiopoietin balance is a key factor in vessel growth and regression.

Authors:  Hayato Yanagisawa; Masahiro Sugimoto; Tomoyuki Miyashita
Journal:  Sci Rep       Date:  2021-01-11       Impact factor: 4.379

6.  Model-informed experimental design recommendations for distinguishing intrinsic and acquired targeted therapeutic resistance in head and neck cancer.

Authors:  Santiago D Cárdenas; Constance J Reznik; Ruchira Ranaweera; Feifei Song; Christine H Chung; Elana J Fertig; Jana L Gevertz
Journal:  NPJ Syst Biol Appl       Date:  2022-09-08

7.  Directionality of Macrophages Movement in Tumour Invasion: A Multiscale Moving-Boundary Approach.

Authors:  Szabolcs Suveges; Raluca Eftimie; Dumitru Trucu
Journal:  Bull Math Biol       Date:  2020-11-19       Impact factor: 1.758

8.  Cancer growth and metastasis as a metaphor of Go gaming: An Ising model approach.

Authors:  Didier Barradas-Bautista; Matias Alvarado-Mentado; Mark Agostino; Germinal Cocho
Journal:  PLoS One       Date:  2018-05-02       Impact factor: 3.240

  8 in total

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