Viral Kinetic Modeling of Chronic Hepatitis C and B Infection

被引:1
作者
Herrmann, Eva [1 ]
Asai, Yusuke [1 ]
机构
[1] Goethe Univ Frankfurt, Dept Med, Inst Biostat & Math Modeling, Frankfurt, Germany
来源
NONAUTONOMOUS DYNAMICAL SYSTEMS IN THE LIFE SCIENCES | 2013年 / 2102卷
关键词
Models in medicine; Parameter estimation; Ordinary differential equations; PKPD models; PEGYLATED INTERFERON-ALPHA-2B; DRUG-RESISTANCE; HCV INFECTION; DYNAMICS; RIBAVIRIN; PEGINTERFERON; REPLICATION; LAMIVUDINE; EPIDEMICS;
D O I
10.1007/978-3-319-03080-7_8
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chronic infection with hepatitis C or hepatitis B virus are important world-wide health problems leading to long-term damage of the liver. There are, however, treatment options which can lead to viral eradication in hepatitis C or long-term viral suppression in hepatitis B in some patients. Nevertheless, there is still room for improvement. Mathematical compartment models based on ordinary differential equation systems have successfully been applied to improve antiviral treatment. Here, we illustrate how mathematical and statistical analysis of such models influenced clinical research and give an overview on the most important models for hepatitis C and hepatitis B viral kinetics.
引用
收藏
页码:251 / 268
页数:18
相关论文
共 36 条
[1]   A Multi-Variant, Viral Dynamic Model of Genotype 1 HCV to Assess the in vivo Evolution of Protease-Inhibitor Resistant Variants [J].
Adiwijaya, Bambang S. ;
Herrmann, Eva ;
Hare, Brian ;
Kieffer, Tara ;
Lin, Chao ;
Kwong, Ann D. ;
Garg, Varun ;
Randle, John C. R. ;
Sarrazin, Christoph ;
Zeuzem, Stefan ;
Caron, Paul R. .
PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (04)
[2]  
[Anonymous], 2000, VIRUS DYNAMICS
[3]   Stable Integration of Stiff Random Ordinary Differential Equations [J].
Asai, Y. ;
Herrmann, E. ;
Kloeden, P. E. .
STOCHASTIC ANALYSIS AND APPLICATIONS, 2013, 31 (02) :293-313
[4]   Hepatitis C viral kinetics in difficult to treat patients receiving high dose interferon and ribavirin [J].
Bekkering, FC ;
Brouwer, JT ;
Hansen, BE ;
Schalm, SW .
JOURNAL OF HEPATOLOGY, 2001, 34 (03) :435-440
[5]   Modelling hepatitis C virus infection and the development of hepatocellular carcinoma [J].
Chakrabarty, Siddhartha P. ;
Murray, John M. .
JOURNAL OF THEORETICAL BIOLOGY, 2012, 305 :24-29
[6]   Mathematical modelling of HCV infection: what can it teach us in the era of direct-acting antiviral agents? [J].
Chatterjee, Anushree ;
Guedj, Jeremie ;
Perelson, Alan S. .
ANTIVIRAL THERAPY, 2012, 17 (06) :1171-1182
[7]   The modeling of global epidemics: Stochastic dynamics and predictability [J].
Colizza V. ;
Barrat A. ;
Barthélemy M. ;
Vespignani A. .
Bulletin of Mathematical Biology, 2006, 68 (8) :1893-1921
[8]   Hepatitis C viral kinetics in the era of direct acting antiviral agents and interleukin-28B [J].
Dahari H. ;
Guedj J. ;
Perelson A.S. ;
Layden T.J. .
Current Hepatitis Reports, 2011, 10 (3) :214-227
[9]  
Dahari Harel, 2009, V510, P439, DOI 10.1007/978-1-59745-394-3_33
[10]   Modelling how ribavirin improves interferon response rates in hepatitis C virus infection [J].
Dixit, NM ;
Layden-Almer, JE ;
Layden, TJ ;
Perelson, AS .
NATURE, 2004, 432 (7019) :922-924