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DETERMINISTIC AND STOCHASTIC MODEL FOR HTLV-I INFECTION OF CD4+ T CELLS

机译:CD4 + T细胞HTLV-I感染的确定性和随机模型

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An ODE model of HTLV-I infection with CD4+ T cells is considered and analyzed. The model system has three equilibria: infection free equilibrium, uninfected equilibrium with leukemia cell only and infected equilibrium. It is observed that the infection persists (infected equilibrium is g.a.s.) if basic reproduction number is bigger than one. This model is further modified by introducing discrete time delay to account for the latent period of infection and it is shown that this delay has no destabilizing effect on the local stability of infected equilibrium. Again, this delay model system is extended to corresponding stochastic model considering the randomness in proliferation of leukemia cells. It is done by introducing white noise term in proliferation rate of Leukemia cells and corresponding stochastic delay differential equation model is analyzed using Fourier Transform technique. We observe fluctuations only in Leukemia cells populations and corresponding variations are obtained analytically. A numerical experimentation is performed to analyse and explain the outcomes. We observe that the fluctuations in Leukemia cells' population are contributed by white noise perturbation of proliferation rate and this has no impact of both uninfected and infected CD4+ T cells.
机译:考虑并分析了HTLV-I感染的ode模型和分析。该模型系统具有三种平衡:感染平衡,未感染的平衡与白血病细胞仅和感染的平衡。如果基本的再现数量大于1,则观察到感染仍然存在(感染的平衡为G.A.S.)。通过引入离散时间延迟来考虑潜在感染的潜在时期,进一步修改该模型,并表明该延迟对感染平衡的局部稳定性没有稳定的影响。同样,这种延迟模型系统延伸到考虑白血病细胞增殖中的随机性的相应随机模型。通过引入白血病细胞增殖率的白噪声术语,使用傅里叶变换技术分析相应的随机延迟微分方程模型。我们观察仅在白血病细胞群体中的波动,并在分析上获得相应的变化。进行数值实验以分析和解释结果。我们观察到白血病细胞群体的波动因增殖率的白噪声扰动而导致,这对未感染和感染的CD4 + T细胞没有影响。

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