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Status已发表Published
TitleA deterministic and stochastic model for the system dynamics of tumor–immune responses to chemotherapy
Creator
Date Issued2018
Source PublicationPhysica A: Statistical Mechanics and its Applications
ISSN0378-4371
Volume500Pages:162-176
Abstract

Modern medical studies show that chemotherapy can help most cancer patients, especially for those diagnosed early, to stabilize their disease conditions from months to years, which means the population of tumor cells remained nearly unchanged in quite a long time after fighting against immune system and drugs. In order to better understand the dynamics of tumor–immune responses under chemotherapy, deterministic and stochastic differential equation models are constructed to characterize the dynamical change of tumor cells and immune cells in this paper. The basic dynamical properties, such as boundedness, existence and stability of equilibrium points, are investigated in the deterministic model. Extended stochastic models include stochastic differential equations (SDEs) model and continuous-time Markov chain (CTMC) model, which accounts for the variability in cellular reproduction, growth and death, interspecific competitions, and immune response to chemotherapy. The CTMC model is harnessed to estimate the extinction probability of tumor cells. Numerical simulations are performed, which confirms the obtained theoretical results. © 2018 Elsevier B.V.

KeywordChemotherapy Deterministic model Stochastic model Tumor
DOI10.1016/j.physa.2018.02.118
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaPhysics
WOS SubjectPhysics, Multidisciplinary
WOS IDWOS:000430027400016
Citation statistics
Cited Times:32[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/5018
CollectionResearch outside affiliated institution
Affiliation
1.Donlinks School of Economics and Management, University of Science and Technology Beijing, Beijing, 100083, China
2.School of Mathematics, The University of Manchester, Oxford Road, Manchester, M13 9PL, United Kingdom
Recommended Citation
GB/T 7714
Liu, Xiangdong,Li, Qingze,Pan, Jianxin. A deterministic and stochastic model for the system dynamics of tumor–immune responses to chemotherapy[J]. Physica A: Statistical Mechanics and its Applications, 2018, 500: 162-176.
APA Liu, Xiangdong, Li, Qingze, & Pan, Jianxin. (2018). A deterministic and stochastic model for the system dynamics of tumor–immune responses to chemotherapy. Physica A: Statistical Mechanics and its Applications, 500, 162-176.
MLA Liu, Xiangdong,et al."A deterministic and stochastic model for the system dynamics of tumor–immune responses to chemotherapy". Physica A: Statistical Mechanics and its Applications 500(2018): 162-176.
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