Dynamics of HIV Infection: A Cellular Automata Approach

Rita Maria Zorzenon dos Santos and Sérgio Coutinho
Phys. Rev. Lett. 87, 168102 – Published 26 September 2001
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Abstract

We use a cellular automata model to study the evolution of human immunodeficiency virus (HIV) infection and the onset of acquired innumodeficiency syndrome (AIDS). The model takes into account the global features of the immune response to any pathogen, the fast mutation rate of the HIV, and a fair amount of spatial localization, which may occur in the lymph nodes. Our results reproduce the three-phase pattern observed in T cell and virus counts of infected patients, namely, the primary response, the clinical latency period, and the onset of AIDS. The dynamics of real experimental data is related to the transient behavior of our model and not to its steady state. We have also found that the infected cells organize themselves into spatial structures, which are responsible for the decrease on the concentration of uninfected cells, leading to AIDS.

  • Received 31 July 2000

DOI:https://doi.org/10.1103/PhysRevLett.87.168102

©2001 American Physical Society

Authors & Affiliations

Rita Maria Zorzenon dos Santos*

  • Instituto de Física de São Carlos, Universidade de SãoPaulo, CP 369, CEP 13560-970, São Carlos, São Paulo, Brazil

Sérgio Coutinho

  • Laboratório de Física Teórica e Computacional, Universidade Federal de Pernambuco, CEP 50670-901, Recife, Pernambuco, Brazil

  • *Permanent address: Instituto de Física, Universidade Federal Fluminense, Av. Litorânea s/n- CEP 24210-340, Niterói, Rio de Janeiro, Brazil.Email address: zorzenon@if.uff.br
  • Email address: sergio@lftc.ufpe.br

Comments & Replies

Comment on “Dynamics of HIV Infection: A Cellular Automata Approach”

Matthew C. Strain and Herbert Levine
Phys. Rev. Lett. 89, 219805 (2002)

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Vol. 87, Iss. 16 — 15 October 2001

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