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题名A deterministic and stochastic model for the system dynamics of tumor–immune responses to chemotherapy
作者
发表日期2018
发表期刊Physica A: Statistical Mechanics and its Applications
ISSN/eISSN0378-4371
卷号500页码:162-176
摘要

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.

关键词Chemotherapy Deterministic model Stochastic model Tumor
DOI10.1016/j.physa.2018.02.118
URL查看来源
收录类别SCIE
语种英语English
WOS研究方向Physics
WOS类目Physics, Multidisciplinary
WOS记录号WOS:000430027400016
引用统计
被引频次:33[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/5018
专题个人在本单位外知识产出
作者单位
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
推荐引用方式
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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