Literature DB >> 23431163

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

Jeremie Guedj1, Harel Dahari, Libin Rong, Natasha D Sansone, Richard E Nettles, Scott J Cotler, Thomas J Layden, Susan L Uprichard, Alan S Perelson.   

Abstract

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.

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Year:  2013        PMID: 23431163      PMCID: PMC3593898          DOI: 10.1073/pnas.1203110110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  28 in total

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Authors:  E Snoeck; P Chanu; M Lavielle; P Jacqmin; E N Jonsson; K Jorga; T Goggin; J Grippo; N L Jumbe; N Frey
Journal:  Clin Pharmacol Ther       Date:  2010-05-12       Impact factor: 6.875

2.  Viral and cellular determinants of hepatitis C virus RNA replication in cell culture.

Authors:  Volker Lohmann; Sandra Hoffmann; Ulrike Herian; Francois Penin; Ralf Bartenschlager
Journal:  J Virol       Date:  2003-03       Impact factor: 5.103

3.  Expression of hepatitis C virus proteins induces distinct membrane alterations including a candidate viral replication complex.

Authors:  Denise Egger; Benno Wölk; Rainer Gosert; Leonardo Bianchi; Hubert E Blum; Darius Moradpour; Kurt Bienz
Journal:  J Virol       Date:  2002-06       Impact factor: 5.103

4.  Preliminary study of two antiviral agents for hepatitis C genotype 1.

Authors:  Anna S Lok; David F Gardiner; Eric Lawitz; Claudia Martorell; Gregory T Everson; Reem Ghalib; Robert Reindollar; Vinod Rustgi; Fiona McPhee; Megan Wind-Rotolo; Anna Persson; Kurt Zhu; Dessislava I Dimitrova; Timothy Eley; Tong Guo; Dennis M Grasela; Claudio Pasquinelli
Journal:  N Engl J Med       Date:  2012-01-19       Impact factor: 91.245

5.  Hepatitis C viral kinetics with the nucleoside polymerase inhibitor mericitabine (RG7128).

Authors:  Jeremie Guedj; Harel Dahari; Emi Shudo; Patrick Smith; Alan S Perelson
Journal:  Hepatology       Date:  2012-02-15       Impact factor: 17.425

6.  Modeling subgenomic hepatitis C virus RNA kinetics during treatment with alpha interferon.

Authors:  Harel Dahari; Bruno Sainz; Alan S Perelson; Susan L Uprichard
Journal:  J Virol       Date:  2009-04-15       Impact factor: 5.103

7.  Small molecules targeting hepatitis C virus-encoded NS5A cause subcellular redistribution of their target: insights into compound modes of action.

Authors:  Paul Targett-Adams; Emily J S Graham; Jenny Middleton; Amy Palmer; Stephen M Shaw; Helen Lavender; Philip Brain; Thien Duc Tran; Lyn H Jones; Florian Wakenhut; Blanda Stammen; David Pryde; Chris Pickford; Mike Westby
Journal:  J Virol       Date:  2011-04-20       Impact factor: 5.103

8.  Identification of residues required for RNA replication in domains II and III of the hepatitis C virus NS5A protein.

Authors:  Timothy L Tellinghuisen; Katie L Foss; Jason C Treadaway; Charles M Rice
Journal:  J Virol       Date:  2007-11-21       Impact factor: 5.103

9.  Chemical genetics strategy identifies an HCV NS5A inhibitor with a potent clinical effect.

Authors:  Min Gao; Richard E Nettles; Makonen Belema; Lawrence B Snyder; Van N Nguyen; Robert A Fridell; Michael H Serrano-Wu; David R Langley; Jin-Hua Sun; Donald R O'Boyle; Julie A Lemm; Chunfu Wang; Jay O Knipe; Caly Chien; Richard J Colonno; Dennis M Grasela; Nicholas A Meanwell; Lawrence G Hamann
Journal:  Nature       Date:  2010-04-21       Impact factor: 49.962

10.  Interaction of hepatitis C virus nonstructural protein 5A with core protein is critical for the production of infectious virus particles.

Authors:  Takahiro Masaki; Ryosuke Suzuki; Kyoko Murakami; Hideki Aizaki; Koji Ishii; Asako Murayama; Tomoko Date; Yoshiharu Matsuura; Tatsuo Miyamura; Takaji Wakita; Tetsuro Suzuki
Journal:  J Virol       Date:  2008-06-04       Impact factor: 5.103

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  134 in total

1.  Reply: To PMID 25098971.

Authors:  Jeremie Guedj; Laetitia Canini; Scott Cotler; Harel Dahari
Journal:  Hepatology       Date:  2015-04-18       Impact factor: 17.425

Review 2.  Treatment of HCV in Patients who Failed First-Generation PI Therapy: a Review of Current Literature.

Authors:  Paul Y Kwo; Maaz B Badshah
Journal:  Curr Gastroenterol Rep       Date:  2015-10

3.  Modeling population heterogeneity in viral dynamics for chronic hepatitis C infection: Insights from Phase 3 telaprevir clinical studies.

Authors:  Eric L Haseltine; Holly Kimko; Haobin Luo; John Tolsma; Doug J Bartels; Tara L Kieffer; Varun Garg
Journal:  J Pharmacokinet Pharmacodyn       Date:  2015-08-20       Impact factor: 2.745

4.  A pharmacokinetic/viral kinetic model to evaluate treatment of chronic HCV infection with a non-nucleoside polymerase inhibitor.

Authors:  Laetitia Canini; Annabelle Lemenuel-Diot; Barbara J Brennan; Patrick F Smith; Alan S Perelson
Journal:  Antivir Ther       Date:  2018

5.  HCV kinetic and modeling analyses indicate similar time to cure among sofosbuvir combination regimens with daclatasvir, simeprevir or ledipasvir.

Authors:  Harel Dahari; Laetitia Canini; Frederik Graw; Susan L Uprichard; Evaldo S A Araújo; Guillaume Penaranda; Emilie Coquet; Laurent Chiche; Aurelie Riso; Christophe Renou; Marc Bourliere; Scott J Cotler; Philippe Halfon
Journal:  J Hepatol       Date:  2016-02-22       Impact factor: 25.083

6.  A multi-scale mathematical modeling framework to investigate anti-viral therapeutic opportunities in targeting HIV-1 accessory proteins.

Authors:  Gajendra W Suryawanshi; Alexander Hoffmann
Journal:  J Theor Biol       Date:  2015-09-16       Impact factor: 2.691

7.  Hepatitis C Virus (HCV) NS3 sequence diversity and antiviral resistance-associated variant frequency in HCV/HIV coinfection.

Authors:  Cassandra B Jabara; Fengyu Hu; Katie R Mollan; Sara E Williford; Prema Menezes; Yan Yang; Joseph J Eron; Michael W Fried; Michael G Hudgens; Corbin D Jones; Ronald Swanstrom; Stanley M Lemon
Journal:  Antimicrob Agents Chemother       Date:  2014-08-04       Impact factor: 5.191

8.  Efficacy and safety of sofosbuvir plus daclatasvir with or without ribavirin: large real-life results of patients with chronic hepatitis C genotype 4.

Authors:  Adel Abdel-Moneim; Alaa Aboud; Mohamed Abdel-Gabaar; Mohamed I Zanaty; Mohamed Ramadan
Journal:  Hepatol Int       Date:  2018-05-12       Impact factor: 6.047

9.  Numerical schemes for solving and optimizing multiscale models with age of hepatitis C virus dynamics.

Authors:  Vladimir Reinharz; Harel Dahari; Danny Barash
Journal:  Math Biosci       Date:  2018-03-15       Impact factor: 2.144

10.  Zika viral dynamics and shedding in rhesus and cynomolgus macaques.

Authors:  Christa E Osuna; So-Yon Lim; Claire Deleage; Bryan D Griffin; Derek Stein; Lukas T Schroeder; Robert Were Omange; Katharine Best; Ma Luo; Peter T Hraber; Hanne Andersen-Elyard; Erwing Fabian Cardozo Ojeda; Scott Huang; Dana L Vanlandingham; Stephen Higgs; Alan S Perelson; Jacob D Estes; David Safronetz; Mark G Lewis; James B Whitney
Journal:  Nat Med       Date:  2016-10-03       Impact factor: 53.440

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