Literature DB >> 27317864

Mathematical model of tumor-immune surveillance.

Khaphetsi Joseph Mahasa1, Rachid Ouifki2, Amina Eladdadi3, Lisette de Pillis4.   

Abstract

We present a novel mathematical model involving various immune cell populations and tumor cell populations. The model describes how tumor cells evolve and survive the brief encounter with the immune system mediated by natural killer (NK) cells and the activated CD8(+) cytotoxic T lymphocytes (CTLs). The model is composed of ordinary differential equations describing the interactions between these important immune lymphocytes and various tumor cell populations. Based on up-to-date knowledge of immune evasion and rational considerations, the model is designed to illustrate how tumors evade both arms of host immunity (i.e. innate and adaptive immunity). The model predicts that (a) an influx of an external source of NK cells might play a crucial role in enhancing NK-cell immune surveillance; (b) the host immune system alone is not fully effective against progression of tumor cells; (c) the development of immunoresistance by tumor cells is inevitable in tumor immune surveillance. Our model also supports the importance of infiltrating NK cells in tumor immune surveillance, which can be enhanced by NK cell-based immunotherapeutic approaches.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Immune surveillance; Immunotherapy; Mathematical model; Tumor escape

Mesh:

Year:  2016        PMID: 27317864     DOI: 10.1016/j.jtbi.2016.06.012

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


  14 in total

Review 1.  Mathematical modeling of tumor-immune cell interactions.

Authors:  Grace E Mahlbacher; Kara C Reihmer; Hermann B Frieboes
Journal:  J Theor Biol       Date:  2019-03-02       Impact factor: 2.691

2.  MiR-21 is required for anti-tumor immune response in mice: an implication for its bi-directional roles.

Authors:  W He; C Wang; R Mu; P Liang; Z Huang; J Zhang; L Dong
Journal:  Oncogene       Date:  2017-03-27       Impact factor: 9.867

3.  Circulating immune cell phenotype dynamics reflect the strength of tumor-immune cell interactions in patients during immunotherapy.

Authors:  Jason I Griffiths; Pierre Wallet; Lance T Pflieger; David Stenehjem; Xuan Liu; Patrick A Cosgrove; Neena A Leggett; Jasmine A McQuerry; Gajendra Shrestha; Maura Rossetti; Gemalene Sunga; Philip J Moos; Frederick R Adler; Jeffrey T Chang; Sunil Sharma; Andrea H Bild
Journal:  Proc Natl Acad Sci U S A       Date:  2020-06-22       Impact factor: 11.205

4.  Phenylboronic ester-modified polymeric nanoparticles for promoting TRP2 peptide antigen delivery in cancer immunotherapy.

Authors:  Qiyan Wang; Zhipeng Dong; Fangning Lou; Yunxue Yin; Jiahao Zhang; Hanning Wen; Tao Lu; Yue Wang
Journal:  Drug Deliv       Date:  2022-12       Impact factor: 6.819

5.  A computational multiscale agent-based model for simulating spatio-temporal tumour immune response to PD1 and PDL1 inhibition.

Authors:  Chang Gong; Oleg Milberg; Bing Wang; Paolo Vicini; Rajesh Narwal; Lorin Roskos; Aleksander S Popel
Journal:  J R Soc Interface       Date:  2017-09       Impact factor: 4.118

6.  A computational modelling framework to quantify the effects of passaging cell lines.

Authors:  Wang Jin; Catherine J Penington; Scott W McCue; Matthew J Simpson
Journal:  PLoS One       Date:  2017-07-27       Impact factor: 3.240

Review 7.  Modeling immune cell behavior across scales in cancer.

Authors:  Sahak Z Makaryan; Colin G Cess; Stacey D Finley
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2020-03-04

8.  An in silico exploration of combining Interleukin-12 with Oxaliplatin to treat liver-metastatic colorectal cancer.

Authors:  Qing Wang; Zhijun Wang; Yan Wu; David J Klinke
Journal:  BMC Cancer       Date:  2020-01-08       Impact factor: 4.430

9.  Enhancing network activation in natural killer cells: predictions from in silico modeling.

Authors:  Sahak Z Makaryan; Stacey D Finley
Journal:  Integr Biol (Camb)       Date:  2020-05-21       Impact factor: 2.192

10.  Mathematical Modelling for the Role of CD4+T Cells in Tumor-Immune Interactions.

Authors:  Ahmed M Makhlouf; Lamiaa El-Shennawy; Hesham A Elkaranshawy
Journal:  Comput Math Methods Med       Date:  2020-02-19       Impact factor: 2.238

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