Modeling shows that the NS5A inhibitor daclatasvir has two modes of action and yields a shorter estimate of the hepatitis C virus half-life

被引:258
作者
Guedj, Jeremie [1 ,2 ,3 ]
Dahari, Harel [1 ,4 ,5 ]
Rong, Libin [6 ,7 ]
Sansone, Natasha D. [5 ,8 ]
Nettles, Richard E. [9 ]
Cotler, Scott J. [5 ]
Layden, Thomas J. [5 ]
Uprichard, Susan L. [4 ,5 ,8 ]
Perelson, Alan S. [1 ]
机构
[1] Los Alamos Natl Lab, Los Alamos, NM 87545 USA
[2] INSERM, F-75018 Paris, France
[3] Univ Paris Diderot, Unite Mixte Rech 738, F-75018 Paris, France
[4] Univ Illinois, Dept Med, Chicago, IL 60612 USA
[5] Loyola Univ Chicago, Dept Med, Div Hepatol, Maywood, IL 60153 USA
[6] Oakland Univ, Dept Math & Stat, Rochester, MI 48309 USA
[7] Oakland Univ, Ctr Biomed Res, Rochester, MI 48309 USA
[8] Univ Illinois, Dept Microbiol & Immunol, Chicago, IL 60612 USA
[9] Bristol Myers Squibb Res & Dev, Dept Discovery Med & Clin Pharmacol, Princeton, NJ 08543 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
direct-acting antiviral agents; mathematical modeling; viral dynamics; RNA REPLICATION; NONSTRUCTURAL PROTEIN; VIRAL DYNAMICS; DOMAIN-III; KINETICS; INTERFERON;
D O I
10.1073/pnas.1203110110
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The nonstructural 5A (NS5A) protein is a target for drug development against hepatitis C virus (HCV). Interestingly, the NS5A inhibitor daclatasvir (BMS-790052) caused a decrease in serum HCV RNA levels by about two orders of magnitude within 6 h of administration. However, NS5A has no known enzymatic functions, making it difficult to understand daclatasvir's mode of action (MOA) and to estimate its antiviral effectiveness. Modeling viral kinetics during therapy has provided important insights into the MOA and effectiveness of a variety of anti-HCV agents. Here, we show that understanding the effects of daclatasvir in vivo requires a multiscale model that incorporates drug effects on the HCV intracellular lifecycle, and we validated this approach with in vitro HCV infection experiments. The model predicts that daclatasvir efficiently blocks two distinct stages of the viral lifecycle, namely viral RNA synthesis and virion assembly/secretion with mean effectiveness of 99% and 99.8%, respectively, and yields a more precise estimate of the serum HCV half-life, 45 min, i.e., around four times shorter than previous estimates. Intracellular HCV RNA in HCV-infected cells treated with daclatasvir and the HCV polymerase inhibitor NM107 showed a similar pattern of decline. However, daclatasvir treatment led to an immediate and rapid decline of extracellular HCV titers compared to a delayed (6-9 h) and slower decline with NM107, confirming an effect of daclatasvir on both viral replication and assembly/secretion. The multiscale modeling approach, validated with in vitro kinetic experiments, brings a unique conceptual framework for understanding the mechanism of action of a variety of agents in development for the treatment of HCV.
引用
收藏
页码:3991 / 3996
页数:6
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