Dynamics of the HIV infection under antiretroviral therapy: A cellular automata approach

被引:22
作者
Gonzalez, Ramon E. R. [1 ]
Coutinho, Sergio [1 ]
Zorzenon dos Santos, Rita Maria [1 ]
de Figueiredo, Pedro Hugo [2 ]
机构
[1] Univ Fed Pernambuco, Dept Fis, Lab Fis Teor & Computac, BR-50670901 Recife, PE, Brazil
[2] Univ Fed Rural Pernambuco, Dept Fis, BR-52171900 Recife, PE, Brazil
关键词
Cellular automata; HIV infection; Pattern formation; Population dynamics; Drug therapies; VIRUS TYPE-1 INFECTION; IN-VIVO; FOLLOW-UP; CEREBROSPINAL-FLUID; LYMPHOID-TISSUES; DRUG-RESISTANCE; IMMUNE-RESPONSE; VIRAL DYNAMICS; T-CELLS; MODEL;
D O I
10.1016/j.physa.2013.05.056
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The dynamics of human immunodeficiency virus infection under antiretroviral therapy is investigated using a cellular automata model where the effectiveness of each drug is self-adjusted by the concentration of CD4(+) T infected cells present at each time step. The effectiveness of the drugs and the infected cell concentration at the beginning of treatment are the control parameters of the cell population's dynamics during therapy. The model allows describing processes of mono and combined therapies. The dynamics that emerges from this model when considering combined antiretroviral therapies reproduces with fair qualitative agreement the phases and different time scales of the process. As observed in clinical data, the results reproduce the significant decrease in the population of infected cells and a concomitant increase of the population of healthy cells in a short timescale (weeks) after the initiation of treatment. Over long time scales, early treatment with potent drugs may lead to undetectable levels of infection. For late treatment or treatments starting with a low density of CD4(+) T healthy cells it was observed that the treatment may lead to a steady state in which the T cell counts are above the threshold associated with the onset of AIDS. The results obtained are validated through comparison to available clinical trial data. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:4701 / 4716
页数:16
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