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The Role of Noise in the Tumor Dynamics under Chemotherapy Treatment

Authors :
Bashkirtseva, I.
Ryashko, L.
Duarte, J.
Seoane, J. M.
Sanjuan, M. A. F.
Bashkirtseva, I.
Ryashko, L.
Duarte, J.
Seoane, J. M.
Sanjuan, M. A. F.
Source :
Eur. Phys. J. Plus; European Physical Journal Plus
Publication Year :
2021

Abstract

Dynamical systems modeling tumor growth have been investigated to analyze the dynamics between tumor and healthy cells. Recent theoretical studies indicate that these interactions may lead to different dynamical outcomes under the effect of particular cancer therapies. In the present paper, we derive a system of nonlinear differential equations, in order to investigate solid tumors in vivo, taking into account the impact of chemotherapy on both tumor and healthy cells. We start by studying our model only in terms of deterministic dynamics under the variation of a drug concentration parameter. Later, with the introduction of noise, a stochastic model is used to analyze the impact of the unavoidable random fluctuations. As a result, new insights into noise-induced transitions are provided and illustrated in detail using techniques from dynamical systems and from the theory of stochastic processes. © 2021, The Author(s).

Details

Database :
OAIster
Journal :
Eur. Phys. J. Plus; European Physical Journal Plus
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1346381132
Document Type :
Electronic Resource