Literature DB >> 22639338

Modeling quasispecies and drug resistance in hepatitis C patients treated with a protease inhibitor.

Libin Rong1, Ruy M Ribeiro, Alan S Perelson.   

Abstract

Telaprevir, a novel hepatitis C virus (HCV) NS3-4A serine protease inhibitor, has demonstrated substantial antiviral activity in patients infected with HCV. However, drug-resistant HCV variants were detected in vivo at relatively high frequency a few days after drug administration. Here we use a two-strain mathematical model to explain the rapid emergence of drug resistance in HCV patients treated with telaprevir monotherapy. We examine the effects of backward mutation and liver cell proliferation on the preexistence of the mutant virus and the competition between wild-type and drug-resistant virus during therapy. We also extend the two-strain model to a general model with multiple viral strains. Mutations during therapy only have a minor effect on the dynamics of various viral strains, although they are capable of generating low levels of HCV variants that would otherwise be completely suppressed because of fitness disadvantages. Liver cell proliferation may not affect the pretreatment frequency of mutant variants, but is able to influence the quasispecies dynamics during therapy. It is the relative fitness of each mutant strain compared with wild-type that determines which strain(s) will dominate the virus population. This study provides a theoretical framework for exploring the prevalence of preexisting mutant variants and the evolution of drug resistance during treatment with other HCV protease inhibitors or polymerase inhibitors.

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Year:  2012        PMID: 22639338      PMCID: PMC3400267          DOI: 10.1007/s11538-012-9736-y

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  63 in total

1.  Emergence of HIV-1 drug resistance during antiretroviral treatment.

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Journal:  Bull Math Biol       Date:  2007-04-21       Impact factor: 1.758

2.  Rapid emergence of protease inhibitor resistance in hepatitis C virus.

Authors:  Libin Rong; Harel Dahari; Ruy M Ribeiro; Alan S Perelson
Journal:  Sci Transl Med       Date:  2010-05-05       Impact factor: 17.956

3.  In vitro studies of cross-resistance mutations against two hepatitis C virus serine protease inhibitors, VX-950 and BILN 2061.

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Journal:  J Biol Chem       Date:  2005-08-08       Impact factor: 5.157

Review 4.  Future of hepatitis C therapy: development of direct-acting antivirals.

Authors:  Gregory J Dore; Gail V Matthews; Jürgen Rockstroh
Journal:  Curr Opin HIV AIDS       Date:  2011-11       Impact factor: 4.283

5.  ANALYSIS OF HEPATITIS C VIRUS INFECTION MODELS WITH HEPATOCYTE HOMEOSTASIS.

Authors:  Timothy C Reluga; Harel Dahari; Alan S Perelson
Journal:  SIAM J Appl Math       Date:  2009-01-14       Impact factor: 2.080

6.  Telaprevir with peginterferon and ribavirin for chronic HCV genotype 1 infection.

Authors:  John G McHutchison; Gregory T Everson; Stuart C Gordon; Ira M Jacobson; Mark Sulkowski; Robert Kauffman; Lindsay McNair; John Alam; Andrew J Muir
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8.  Interferon alfa-2b alone or in combination with ribavirin as initial treatment for chronic hepatitis C. Hepatitis Interventional Therapy Group.

Authors:  J G McHutchison; S C Gordon; E R Schiff; M L Shiffman; W M Lee; V K Rustgi; Z D Goodman; M H Ling; S Cort; J K Albrecht
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9.  Phenotypic characterization of resistant Val36 variants of hepatitis C virus NS3-4A serine protease.

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  16 in total

Review 1.  Modelling hepatitis C therapy--predicting effects of treatment.

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Journal:  Nat Rev Gastroenterol Hepatol       Date:  2015-06-30       Impact factor: 46.802

Review 2.  Virological and Immunological Outcomes of Coinfections.

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Journal:  Clin Microbiol Rev       Date:  2018-07-05       Impact factor: 26.132

3.  Treatment of hepatitis C with an interferon-based lead-in phase: a perspective from mathematical modelling.

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Review 4.  Viral kinetic modeling: state of the art.

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5.  Mathematical analysis of multiscale models for hepatitis C virus dynamics under therapy with direct-acting antiviral agents.

Authors:  Libin Rong; Alan S Perelson
Journal:  Math Biosci       Date:  2013-05-16       Impact factor: 2.144

Review 6.  Hepatitis C viral kinetics: the past, present, and future.

Authors:  Anushree Chatterjee; Patrick F Smith; Alan S Perelson
Journal:  Clin Liver Dis       Date:  2013-02       Impact factor: 6.126

Review 7.  Interferon at the cellular, individual, and population level in hepatitis C virus infection: Its role in the interferon-free treatment era.

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Journal:  Immunol Rev       Date:  2018-09       Impact factor: 12.988

8.  Combinations of lambda interferon with direct-acting antiviral agents are highly efficient in suppressing hepatitis C virus replication.

Authors:  Jacques Friborg; Steven Levine; Chaoqun Chen; Amy K Sheaffer; Susan Chaniewski; Stacey Voss; Julie A Lemm; Fiona McPhee
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9.  Naturally occurring dominant drug resistance mutations occur infrequently in the setting of recently acquired hepatitis C.

Authors:  Tanya L Applegate; Silvana Gaudieri; Anne Plauzolles; Abha Chopra; Jason Grebely; Michaela Lucas; Margaret Hellard; Fabio Luciani; Gregory J Dore; Gail V Matthews
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10.  Analysis of hepatitis C virus decline during treatment with the protease inhibitor danoprevir using a multiscale model.

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Journal:  PLoS Comput Biol       Date:  2013-03-14       Impact factor: 4.475

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