Literature DB >> 19518476

Stochastic model for tumor growth with immunization.

Thomas Bose1, Steffen Trimper.   

Abstract

We analyze a stochastic model for tumor cell growth with both multiplicative and additive colored noises as well as nonzero cross correlations in between. Whereas the death rate within the logistic model is altered by a deterministic term characterizing immunization, the birth rate is assumed to be stochastically changed due to biological motivated growth processes leading to a multiplicative internal noise. Moreover, the system is subjected to an external additive noise which mimics the influence of the environment of the tumor. The stationary probability distribution P_{s} is derived depending on the finite correlation time, the immunization rate, and the strength of the cross correlation. P_{s} offers a maximum which becomes more pronounced for increasing immunization rate. The mean-first-passage time is also calculated in order to find out under which conditions the tumor can suffer extinction. Its characteristics are again controlled by the degree of immunization and the strength of the cross correlation. The behavior observed can be interpreted in terms of a biological model of tumor evolution.

Entities:  

Mesh:

Year:  2009        PMID: 19518476     DOI: 10.1103/PhysRevE.79.051903

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  7 in total

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Authors:  UnJin Lee; John J Skinner; John Reinitz; Marsha Rich Rosner; Eun-Jin Kim
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Journal:  J Theor Biol       Date:  2020-02-06       Impact factor: 2.691

5.  Characterization and quantification of necrotic tissues and morphology in multicellular ovarian cancer tumor spheroids using optical coherence tomography.

Authors:  Feng Yan; Gokhan Gunay; Trisha I Valerio; Chen Wang; Jayla A Wilson; Majood S Haddad; Maegan Watson; Michael O Connell; Noah Davidson; Kar-Ming Fung; Handan Acar; Qinggong Tang
Journal:  Biomed Opt Express       Date:  2021-05-13       Impact factor: 3.732

6.  Optimal minimum variance-entropy control of tumour growth processes based on the Fokker-Planck equation.

Authors:  Maliheh Sargolzaei; Gholamreza Latif-Shabgahi; Mahdi Afshar
Journal:  IET Syst Biol       Date:  2020-12       Impact factor: 1.615

7.  Adaptive non-linear control for cancer therapy through a Fokker-Planck observer.

Authors:  Ehsan Shakeri; Gholamreza Latif-Shabgahi; Amir Esmaeili Abharian
Journal:  IET Syst Biol       Date:  2018-04       Impact factor: 1.615

  7 in total

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