Mathematical modeling of viral kinetics under immune control during primary HIV-1 infection

被引:64
作者
Burg, David [1 ]
Rong, Libin [2 ]
Neumann, Avidan U. [1 ]
Dahari, Harel [3 ]
机构
[1] Bar Ilan Univ, Mina & Everard Goodman Fac Life Sci, Ramat Gan, Israel
[2] Los Alamos Natl Lab, Los Alamos, NM 87545 USA
[3] Univ Illinois, Dept Med, Chicago, IL 60612 USA
关键词
Human immunodeficiency virus (HIV); Primary infection; Viral dynamics; Immune control; IMMUNODEFICIENCY VIRUS-INFECTION; AFRICAN-GREEN MONKEYS; T-CELL DYNAMICS; MANDRILLUS-SPHINX; IN-VIVO; REPLICATION; VIREMIA; CD4(+); PLASMA; ACTIVATION;
D O I
10.1016/j.jtbi.2009.04.010
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Primary human immunodeficiency virus (HIV) infection is characterized by an initial exponential increase of viral load in peripheral blood reaching a peak, followed by a rapid decline to the viral set point. Although the target-cell-limited model can account for part of the viral kinetics observed early in infection [Phillips, 1996. Reduction of HIV concentration during acute infection: independence from a specific immune response. Science 271 (5248), 497-499], it frequently predicts highly oscillatory kinetics after peak viremia, which is not typically observed in clinical data. Furthermore, the target-cell limited model is unable to predict long-term viral kinetics, unless a delayed immune effect is assumed [Stafford et al., 2000. Modeling plasma virus concentration during primary HIV infection. J. Theor. Biol. 203 (3), 285-301]. We show here that extending the target-cell-limited model, by implementing a saturation term for HIV-infected cell loss dependent upon infected cell levels, is able to reproduce the diverse observed viral kinetic patterns without the assumption of a delayed immune response. Our results suggest that the immuneresponse may have significant effect on the control of the virus during primary infection and may support experimental observations that an anti-HIV immune response is already functional during peak viremia. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:751 / 759
页数:9
相关论文
共 40 条
[31]   Contribution of peaks of virus load to simian immunodeficiency virus pathogenesis [J].
Regoes, RR ;
Staprans, SI ;
Feinberg, MB ;
Bonhoeffer, S .
JOURNAL OF VIROLOGY, 2002, 76 (05) :2573-2578
[32]   Control of viremia in simian immunodeficiency virus infection by CD8+ lymphocytes [J].
Schmitz, JE ;
Kuroda, MJ ;
Santra, S ;
Sasseville, VG ;
Simon, MA ;
Lifton, MA ;
Racz, P ;
Tenner-Racz, K ;
Dalesandro, M ;
Scallon, BJ ;
Ghrayeb, J ;
Forman, MA ;
Montefiori, DC ;
Rieber, EP ;
Letvin, NL ;
Reimann, KA .
SCIENCE, 1999, 283 (5403) :857-860
[33]   A MAJOR MECHANISM OF HUMAN IMMUNODEFICIENCY VIRUS-INDUCED CELL KILLING DOES NOT INVOLVE CELL-FUSION [J].
SOMASUNDARAN, M ;
ROBINSON, HL .
JOURNAL OF VIROLOGY, 1987, 61 (10) :3114-3119
[34]   Early activation and proliferation of T cells in simian immunodeficiency virus-infected rhesus monkeys [J].
Sopper, S ;
Sauer, U ;
Müller, JG ;
Stahl-Hennig, C ;
Ter Meulen, V .
AIDS RESEARCH AND HUMAN RETROVIRUSES, 2000, 16 (07) :689-697
[35]   HIV-1 infection kinetics in tissue cultures [J].
Spouge, JL ;
Shrager, RI ;
Dimitrov, DS .
MATHEMATICAL BIOSCIENCES, 1996, 138 (01) :1-22
[36]   Modeling plasma virus concentration during primary HIV infection [J].
Stafford, MA ;
Corey, L ;
Cao, YZ ;
Daar, ES ;
Ho, DD ;
Perelson, AS .
JOURNAL OF THEORETICAL BIOLOGY, 2000, 203 (03) :285-301
[37]   Do scarce targets or T killers control primary HIV infection? [J].
Wick, D ;
Self, SG ;
Corey, L .
JOURNAL OF THEORETICAL BIOLOGY, 2002, 214 (02) :209-214
[38]   Direct visualization of HIV-1-specific cytotoxic T lymphocytes during primary infection [J].
Wilson, JDK ;
Ogg, GS ;
Allen, RL ;
Davis, C ;
Shaunak, S ;
Downie, J ;
Dyer, W ;
Workman, C ;
Sullivan, JS ;
McMichael, AJ ;
Rowland-Jones, SL .
AIDS, 2000, 14 (03) :225-233
[39]  
Wu HL, 1999, J ACQ IMMUN DEF SYND, V21, P426
[40]   Parameter identifiability and estimation of HIV/AIDS dynamic models [J].
Wu, Hulin ;
Zhu, Haihong ;
Miao, Hongyu ;
Perelson, Alan S. .
BULLETIN OF MATHEMATICAL BIOLOGY, 2008, 70 (03) :785-799