Viral kinetic modeling: state of the art

被引:67
作者
Canini, Laetitia [1 ]
Perelson, Alan S. [1 ]
机构
[1] Los Alamos Natl Lab, Los Alamos, NM 87545 USA
关键词
Viral kinetics; Hepatitis C; Influenza; Mathematical modeling; Antiviral drug; Resistance emergence; HEPATITIS-B-VIRUS; COMPLEX DECAY PROFILES; DYNAMICS IN-VIVO; INFLUENZA-A; IMMUNE-RESPONSE; ANTIVIRAL THERAPY; NS5A INHIBITOR; RNA DECLINE; INFECTION; HOST;
D O I
10.1007/s10928-014-9363-3
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Viral kinetic (VK) modeling has led to increased understanding of the within host dynamics of viral infections and the effects of therapy. Here we review recent developments in the modeling of viral infection kinetics with emphasis on two infectious diseases: hepatitis C and influenza. We review how VK modeling has evolved from simple models of viral infections treated with a drug or drug cocktail with an assumed constant effectiveness to models that incorporate drug pharmacokinetics and pharmacodynamics, as well as phenomenological models that simply assume drugs have time varying-effectiveness. We also discuss multiscale models that include intracellular events in viral replication, models of drug-resistance, models that include innate and adaptive immune responses and models that incorporate cell-to-cell spread of infection. Overall, VK modeling has provided new insights into the understanding of the disease progression and the modes of action of several drugs. We expect that VK modeling will be increasingly used in the coming years to optimize drug regimens in order to improve therapeutic outcomes and treatment tolerability for infectious diseases.
引用
收藏
页码:431 / 443
页数:13
相关论文
共 101 条
[61]   Viral dynamics and response differences in HCV-infected African American and white patients treated with IFN and ribavirin [J].
Layden-Almer, JE ;
Ribeiro, RM ;
Wiley, T ;
Perelson, AS ;
Layden, TJ .
HEPATOLOGY, 2003, 37 (06) :1343-1350
[62]   Analysis of hepatitis B viral load decline under potent therapy: Complex decay profiles observed [J].
Lewin, SR ;
Ribeiro, RM ;
Walters, T ;
Lau, GK ;
Bowden, S ;
Locarnini, S ;
Perelson, AS .
HEPATOLOGY, 2001, 34 (05) :1012-1020
[63]   Quantifying the Early Immune Response and Adaptive Immune Response Kinetics in Mice Infected with Influenza A Virus [J].
Miao, Hongyu ;
Hollenbaugh, Joseph A. ;
Zand, Martin S. ;
Holden-Wiltse, Jeanne ;
Mosmann, Tim R. ;
Perelson, Alan S. ;
Wu, Hulin ;
Topham, David J. .
JOURNAL OF VIROLOGY, 2010, 84 (13) :6687-6698
[64]   Transmissibility of 1918 pandemic influenza [J].
Mills, CE ;
Robins, JM ;
Lipsitch, M .
NATURE, 2004, 432 (7019) :904-906
[65]   Towards multiscale modeling of influenza infection [J].
Murillo, Lisa N. ;
Murillo, Michael S. ;
Perelson, Alan S. .
JOURNAL OF THEORETICAL BIOLOGY, 2013, 332 :267-290
[66]   Dynamics of hepatitis B virus clearance in chimpanzees [J].
Murray, JM ;
Wieland, SF ;
Purcell, RH ;
Chisari, FV .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (49) :17780-17785
[67]   Differences in viral dynamics between genotypes 1 and 2 of hepatitis C virus [J].
Neumann, AU ;
Lam, NP ;
Dahari, H ;
Davidian, M ;
Wiley, TE ;
Mika, BP ;
Perelson, AS ;
Layden, TJ .
JOURNAL OF INFECTIOUS DISEASES, 2000, 182 (01) :28-35
[68]   Hepatitis C viral dynamics in vivo and the antiviral efficacy of interferon-α therapy [J].
Neumann, AU ;
Lam, NP ;
Dahari, H ;
Gretch, DR ;
Wiley, TE ;
Layden, TJ ;
Perelson, AS .
SCIENCE, 1998, 282 (5386) :103-107
[69]   Viral dynamics in hepatitis B virus infection [J].
Nowak, MA ;
Bonhoeffer, S ;
Hill, AM ;
Boehme, R ;
Thomas, HC ;
McDade, H .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (09) :4398-4402
[70]   Modeling Within-Host Dynamics of Influenza Virus Infection Including Immune Responses [J].
Pawelek, Kasia A. ;
Huynh, Giao T. ;
Quinlivan, Michelle ;
Cullinane, Ann ;
Rong, Libin ;
Perelson, Alan S. .
PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (06)