کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7375568 1480073 2018 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A deterministic and stochastic model for the system dynamics of tumor-immune responses to chemotherapy
ترجمه فارسی عنوان
یک مدل قطعی و تصادفی برای پویایی سیستم از پاسخ های ایمنی تومور به شیمی درمانی
کلمات کلیدی
شیمی درمانی، مدل تعیین کننده، مدل تصادفی، تومور،
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 500, 15 June 2018, Pages 162-176
نویسندگان
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