Abstract
The effect of tumor microenvironmental factors on tumor growth dynamics modeled by multiplicative colored noise is investigated. Using the Novikov theorem and Fox approach, an approximate Fokker--Planck equation for the non-Markovian stochastic equation is obtained and an analytic expression for the steady-state probability distribution \(P_{st} (x)\) is derived. We found that the strength of the microenvironmental factors \(\theta\) have a negative effect on the stability of tumor growth at weak correlation time \(\tau\) and at strong correlation time, the effect of \(\theta\) is opposed and instead a positive growth stability is noticed for the tumor growth dynamics which in other words corresponds to growth effect. The result indicated that the growth effect exerted by the non-immunogenic components of tumor microenvironmental depend on the strength of the correlation time \(\tau\).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Novikov, E.A.: Functionals and the random force method in turbulence theory. Sov. Phys. JETP 20(5), 1290–1294 (1965)
Fox, R.F.: Functional-calculus approach to stochastic differential equations. Phys. Rev. A 33(1), 467–476 (1986)
Wang, C.-J., Di, L., Mei D.-C.: Pure multiplicative noises induced population extinction in an anti-tumor model under immune surveillance. Commun. Theor. Phys. 52(3), 463–467 (2009)
Wang, C.-J., Wei, Q., Mei, D.-C.: Mean first-passage time of a tumor cell growth system subjected to a colored multiplicative noise and a white additive noise with colored cross-correlated noises. Mod. Phys. Lett. B 21(13), 789–797 (2007)
Wang, C.-J., Wei, Q., Mei, D.-C.: Associated relaxation time and the correlation function for a tumor cell growth system subjected to color noises. Phys. Lett. A 372, 2176–2182 (2008)
Wei, X., Cao, L., Wu, D.: Stochastic dynamics for systems driven by correlated colored noise. Phys. Lett. A 207, 338–341 (1995)
Zeng, C., Wang, H.: Colored noise enhanced stability in a tumor cell growth system under immune response. J. Stat. Phys. 141, 889–908 (2010)
Wang, C.-Y., Gao, Y., Wang, X.-W., Song, Y., Zhou, P., Yang, H.: Dynamical properties of a logistic growth model with cross-correlated noises. Phys. A 390, 1–7 (2011)
Jin, S., Zhu S.-Q.: Transitions in a logistic growth model induced by noise coupling and noise color. Commun. Theor. Phys. 46(1), 175–182 (2006)
Li-Bo, H., Xiao-Long, G., Li, C., Da-Jin, W.: Influence of colored correlated noises on probability distribution and mean of tumor cell number in the logistic growth model. Chin. Phys. Lett. 24(3), 632–635 (2007)
Liao, H.-Y., Ai, B.-Q., Lian, H.: Effects of multiplicative colored noise on bacteria growth. Braz. J. Phys. 37(3B), 1125–1128 (2007)
Ai, B.-Q., Wang, X.-J., Liu, G.-T., Liu, L.-G.: Correlated noise in a logistic growth model. Phys. Rev. E 67, 022903 (2003)
Bose, T., Trimper, S.: Stochastic model for tumor growth with immunization. Phys. Rev. E 79, 051903 (2009)
Witz, I.P.: Yin-yang activities and vicious cycles in the tumor microenvironment. Cancer Res. 68(1), 9–13 (2008)
Van Kampen, N.G.: Stochastic differential equations. Phys. Rep. 24(3), 171–228 (1976)
Hanggi, P., Mroczkowski, T.J., Moss, F., McClintoch, P.V.E.: Bistability driven by colored noise: theory and experiment. Phys. Rev. A 32(1), 695–698 (1985)
Gardiner, C.W.: Handbook of stochastic methods for physics, chemistry and the natural sciences, 2nd edn. Springer, Berlin (1985)
Risken, H.: The Fokker Planck equation method of solution and application. Springer, Berlin (1996)
Acknowledgments
One of the Authors (Ibrahim Mu’awiyya Idris) acknowledges financial support from Umaru Musa Yar’adua University Katsina Nigeria.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Idris, I.M., Bakar, M.R.A. (2017). Effect of Tumor Microenvironmental Factors on the Stability of Tumor Growth Dynamics with Nonzero Correlation Time. In: Ahmad, AR., Kor, L., Ahmad, I., Idrus, Z. (eds) Proceedings of the International Conference on Computing, Mathematics and Statistics (iCMS 2015). Springer, Singapore. https://doi.org/10.1007/978-981-10-2772-7_14
Download citation
DOI: https://doi.org/10.1007/978-981-10-2772-7_14
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-2770-3
Online ISBN: 978-981-10-2772-7
eBook Packages: EducationEducation (R0)