Literature DB >> 30930063

A nonlinear mathematical model of cell-mediated immune response for tumor phenotypic heterogeneity.

Robinson F Alvarez1, José A M Barbuto2, Roberto Venegeroles3.   

Abstract

Human cancers display intra-tumor heterogeneity in many phenotypic features, such as expression of cell surface receptors, growth, and angiogenic, proliferative, and immunogenic factors, which represent obstacles to a successful immune response. In this paper, we propose a nonlinear mathematical model of cancer immunosurveillance that takes into account some of these features based on cell-mediated immune responses. The model describes phenomena that are seen in vivo, such as tumor dormancy, robustness, immunoselection over tumor heterogeneity (also called "cancer immunoediting") and strong sensitivity to initial conditions in the composition of tumor microenvironment. The results framework has as common element the tumor as an attractor for abnormal cells. Bifurcation analysis give us as tumor attractors fixed-points, limit cycles and chaotic attractors, the latter emerging from period-doubling cascade displaying Feigenbaum's universality. Finally, we simulated both elimination and escape tumor scenarios by means of a stochastic version of the model according to the Doob-Gillespie algorithm.
Copyright © 2019 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Attractors; Bifurcations; Chaos; Doob-Gillespie; Immunoediting; Immunoselection

Mesh:

Year:  2019        PMID: 30930063     DOI: 10.1016/j.jtbi.2019.03.025

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  4 in total

Review 1.  Breast cancer dormancy: need for clinically relevant models to address current gaps in knowledge.

Authors:  Grace G Bushnell; Abhijeet P Deshmukh; Petra den Hollander; Ming Luo; Rama Soundararajan; Dongya Jia; Herbert Levine; Sendurai A Mani; Max S Wicha
Journal:  NPJ Breast Cancer       Date:  2021-05-28

2.  Spatio-temporal aspects of the interplay of cancer and the immune system.

Authors:  Vladimir P Zhdanov
Journal:  J Biol Phys       Date:  2019-11-26       Impact factor: 1.365

3.  A Mathematical Model of the Dynamics of Cytokine Expression and Human Immune Cell Activation in Response to the Pathogen Staphylococcus aureus.

Authors:  Kian Talaei; Steven A Garan; Barbara de Melo Quintela; Mette S Olufsen; Joshua Cho; Julia R Jahansooz; Puneet K Bhullar; Elliott K Suen; Walter J Piszker; Nuno R B Martins; Matheus Avila Moreira de Paula; Rodrigo Weber Dos Santos; Marcelo Lobosco
Journal:  Front Cell Infect Microbiol       Date:  2021-11-10       Impact factor: 5.293

4.  ZNF92, an unexplored transcription factor with remarkably distinct breast cancer over-expression associated with prognosis and cell-of-origin.

Authors:  Mohammad Kamran; Udayan Bhattacharya; Mohamed Omar; Luigi Marchionni; Tan A Ince
Journal:  NPJ Breast Cancer       Date:  2022-08-29
  4 in total

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