MATHEMATICAL MODELLING OF INTERNAL HIV DYNAMICS

被引:3
作者
Dalal, Nirav [1 ]
Greenhalgh, David [1 ]
Mao, Xuerong [1 ]
机构
[1] Dept Stat & Modelling Sci, Glasgow G1 1XH, Lanark, Scotland
来源
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B | 2009年 / 12卷 / 02期
关键词
HIV; AIDS; HAART; differential equations; R-0; equilibrium and stability analysis; deterministic model; stochastic model; probability of extinction; simulation; ANTIRETROVIRAL THERAPY; VIRAL DYNAMICS; DRUG-THERAPY; IN-VIVO; INTRACELLULAR DELAY; POPULATION-DYNAMICS; IMMUNE-RESPONSES; INFECTION; ERADICATION; MECHANISMS;
D O I
10.3934/dcdsb.2009.12.305
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study a mathematical model for the viral dynamics of HIV in an infected individual in the presence of HAART. The paper starts with a literature review and then formulates the basic mathematical model. An expression for R-0, the basic reproduction number of the virus under steady state application of HAART, is derived followed by an equilibrium and stability analysis. There is always a disease-free equilibrium (DFE) which is globally asymptotically stable for R-0<1. Deterministic simulations with realistic parameter values give additional insight into the model behaviour. We then look at a stochastic version of this model and calculate the probability of extinction of the virus near the DFE if initially there are only a small number of infected cells and infective virus particles. If R-0 <= 1 then the system will always approach the DFE, where as if R-0>1 then some simulations will die out whereas others will not. Stochastic simulations suggest that if R-0>1 those which do not die out approach a stochastic quasi-equilibrium consisting of random fluctuations about the non-trivial deterministic equilibrium levels, but the amplitude of these fluctuations is so small that practically the system is at the non-trivial equilibrium. A brief discussion concludes the paper.
引用
收藏
页码:305 / 321
页数:17
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