On a 2D Model of Avascular Tumor with Weak Allee Effect

Recent studies reveal that Allee effect may play important roles in the growth of tumor. We present one of the first mathematical models of avascular tumor that incorporates the weak Allee effect. The model considers the densities of tumor cells in three stages: proliferating cells, quiescent cells, and necrotic cells. We investigate how Allee effect impacts the growth of the avascular tumor. We also investigate the effect of apoptosis of proliferating cells and necrosis of quiescent cells. The system is numerically solved in 2D using different sets of parameters. We show that Allee effect and apoptosis play important roles in the growth of tumor and the formation of necrotic core.

[1]  Jeff Gore,et al.  Turning ecology and evolution against cancer , 2014, Nature Reviews Cancer.

[2]  V. P. Collins,et al.  Formation and growth of multicellular spheroids of human origin , 1983, International journal of cancer.

[3]  Dorothy I. Wallace,et al.  Properties of Tumor Spheroid Growth Exhibited by Simple Mathematical Models , 2013, Front. Oncol..

[4]  D. Hilhorst,et al.  Travelling wave solutions of a parabolic-hyperbolic system for contact inhibition of cell-growth , 2015, European Journal of Applied Mathematics.

[5]  J. Freyer Role of necrosis in regulating the growth saturation of multicellular spheroids. , 1988, Cancer research.

[6]  I. Kareva What can ecology teach us about cancer? , 2011, Translational oncology.

[7]  J. P. Freyer,et al.  Influence of glucose and oxygen supply conditions on the oxygenation of multicellular spheroids. , 1986, British Journal of Cancer.

[8]  D L S McElwain,et al.  A history of the study of solid tumour growth: The contribution of mathematical modelling , 2004, Bulletin of mathematical biology.

[9]  P. Szlosarek,et al.  Tumour necrosis factor-α as a tumour promoter , 2006 .

[10]  W. C. Allee,et al.  Studies in animal aggregations: Mass protection against colloidal silver among goldfishes , 1932 .

[11]  M. Chaplain,et al.  Mathematical modelling of cancer cell invasion of tissue , 2005, Math. Comput. Model..

[12]  Rolf Bjerkvig,et al.  In vivo models of primary brain tumors: pitfalls and perspectives , 2012, Neuro-oncology.

[13]  J. Folkman,et al.  SELF-REGULATION OF GROWTH IN THREE DIMENSIONS , 1973, The Journal of experimental medicine.

[14]  J P Freyer,et al.  In situ oxygen consumption rates of cells in V‐79 multicellular spheroids during growth , 1984, Journal of cellular physiology.

[15]  Mark A. J. Chaplain,et al.  Mathematical modelling of cancer invasion of tissue: dynamic heterogeneity , 2006, Networks Heterog. Media.

[16]  Philipp M. Altrock,et al.  The mathematics of cancer: integrating quantitative models , 2015, Nature Reviews Cancer.

[17]  J. King,et al.  Mathematical modelling of avascular-tumour growth. , 1997, IMA journal of mathematics applied in medicine and biology.

[18]  J. King,et al.  Mathematical modelling of avascular-tumour growth. II: Modelling growth saturation. , 1999, IMA journal of mathematics applied in medicine and biology.

[19]  D. Aronson,et al.  Multidimensional nonlinear di u-sion arising in population genetics , 1978 .

[20]  L. Sewalt,et al.  Influences of Allee effects in the spreading of malignant tumours. , 2016, Journal of theoretical biology.

[21]  Alessandro Bevilacqua,et al.  3D tumor spheroid models for in vitro therapeutic screening: a systematic approach to enhance the biological relevance of data obtained , 2016, Scientific Reports.

[22]  P. Gerlee,et al.  Diffusion-limited tumour growth: simulations and analysis. , 2010, Mathematical biosciences and engineering : MBE.

[23]  Andreas Deutsch,et al.  An Emerging Allee Effect Is Critical for Tumor Initiation and Persistence , 2015, PLoS Comput. Biol..

[24]  W. Mueller‐Klieser Tumor biology and experimental therapeutics. , 2000, Critical reviews in oncology/hematology.

[25]  Vittorio Cristini,et al.  Three-dimensional multispecies nonlinear tumor growth-II: Tumor invasion and angiogenesis. , 2010, Journal of theoretical biology.

[26]  T. Nederman Effects of vinblastine and 5-fluorouracil on human glioma and thyroid cancer cell monolayers and spheroids. , 1984, Cancer Research.

[27]  S. Jonathan Chapman,et al.  Mathematical Models of Avascular Tumor Growth , 2007, SIAM Rev..

[28]  M. Berens,et al.  The effects of human recombinant tumor necrosis factor on glioma‐derived cell lines: Cellular proliferation, cytotoxicity, morphological and radioreceptor studies , 1988, International journal of cancer.

[29]  M. Chaplain,et al.  A new mathematical model for avascular tumour growth , 2001, Journal of mathematical biology.

[30]  Sergei Petrovskii,et al.  Regimes of biological invasion in a predator-prey system with the Allee effect , 2005, Bulletin of mathematical biology.

[31]  Qing Nie,et al.  Nonlinear three-dimensional simulation of solid tumor growth , 2007 .

[32]  Huiyan Zhu,et al.  Existence of traveling wavefronts for Sherratt’s avascular tumor model , 2011 .

[33]  A. Anderson,et al.  A Computational Study of the Development of Epithelial Acini: I. Sufficient Conditions for the Formation of a Hollow Structure , 2008, Bulletin of mathematical biology.