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Wei Y, Li W, Du T, Hong Z, Lin J. Targeting HIV/HCV Coinfection Using a Machine Learning-Based Multiple Quantitative Structure-Activity Relationships (Multiple QSAR) Method. Int J Mol Sci 2019; 20:ijms20143572. [PMID: 31336592 PMCID: PMC6678913 DOI: 10.3390/ijms20143572] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 07/13/2019] [Accepted: 07/21/2019] [Indexed: 12/11/2022] Open
Abstract
Human immunodeficiency virus type-1 and hepatitis C virus (HIV/HCV) coinfection occurs when a patient is simultaneously infected with both human immunodeficiency virus type-1 (HIV-1) and hepatitis C virus (HCV), which is common today in certain populations. However, the treatment of coinfection is a challenge because of the special considerations needed to ensure hepatic safety and avoid drug–drug interactions. Multitarget inhibitors with less toxicity may provide a promising therapeutic strategy for HIV/HCV coinfection. However, the identification of one molecule that acts on multiple targets simultaneously by experimental evaluation is costly and time-consuming. In silico target prediction tools provide more opportunities for the development of multitarget inhibitors. In this study, by combining Naïve Bayes (NB) and support vector machine (SVM) algorithms with two types of molecular fingerprints, MACCS and extended connectivity fingerprints 6 (ECFP6), 60 classification models were constructed to predict compounds that were active against 11 HIV-1 targets and four HCV targets based on a multiple quantitative structure–activity relationships (multiple QSAR) method. Five-fold cross-validation and test set validation were performed to measure the performance of the 60 classification models. Our results show that the 60 multiple QSAR models appeared to have high classification accuracy in terms of the area under the ROC curve (AUC) values, which ranged from 0.83 to 1 with a mean value of 0.97 for the HIV-1 models and from 0.84 to 1 with a mean value of 0.96 for the HCV models. Furthermore, the 60 models were used to comprehensively predict the potential targets of an additional 46 compounds, including 27 approved HIV-1 drugs, 10 approved HCV drugs and nine selected compounds known to be active against one or more targets of HIV-1 or HCV. Finally, 20 hits, including seven approved HIV-1 drugs, four approved HCV drugs, and nine other compounds, were predicted to be HIV/HCV coinfection multitarget inhibitors. The reported bioactivity data confirmed that seven out of nine compounds actually interacted with HIV-1 and HCV targets simultaneously with diverse binding affinities. The remaining predicted hits and chemical-protein interaction pairs with the potential ability to suppress HIV/HCV coinfection are worthy of further experimental investigation. This investigation shows that the multiple QSAR method is useful in predicting chemical-protein interactions for the discovery of multitarget inhibitors and provides a unique strategy for the treatment of HIV/HCV coinfection.
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Affiliation(s)
- Yu Wei
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Wei Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
- Platform of Pharmaceutical Intelligence, Tianjin International Joint Academy of Biomedicine, Tianjin 300000, China
| | - Tengfei Du
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Zhangyong Hong
- State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China.
| | - Jianping Lin
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China.
- Platform of Pharmaceutical Intelligence, Tianjin International Joint Academy of Biomedicine, Tianjin 300000, China.
- Biodesign Center, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
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Doncheva NT, Domingues FS, McGivern DR, Shimakami T, Zeuzem S, Lengauer T, Lange CM, Albrecht M, Welsch C. Near-Neighbor Interactions in the NS3-4A Protease of HCV Impact Replicative Fitness of Drug-Resistant Viral Variants. J Mol Biol 2019; 431:2354-2368. [PMID: 31051172 DOI: 10.1016/j.jmb.2019.04.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 04/10/2019] [Accepted: 04/23/2019] [Indexed: 12/24/2022]
Abstract
A variety of amino acid substitutions in the NS3-4A protease of the hepatitis C virus lead to protease inhibitor (PI) resistance. Many of these significantly impair the replication fitness of the resistant variants in a genotype- and subtype-dependent manner, a critical factor in determining the probability with which resistant variants will persist. However, the underlying molecular mechanisms are unknown. Here, we present a novel residue-interaction network approach to determine how near-neighbor interactions of PI resistance mutations in NS3-4A can impact protease functional sites dependent on their genomic background. We constructed subtype-specific consensus residue networks for subtypes 1a and 1b from protease structure ensembles combined with biological properties of protein residues and evolutionary amino acid conservation. By applying local and global network topology analysis and visual exploration, we characterize PI resistance-associated sites and outline differences in near-neighbor interactions. We find local residue-interaction patterns and features at protease functional sites that are subtype specific. The noncovalent bonding patterns indicate higher fitness costs conferred by PI resistance mutations in a subtype 1b genomic background and explain the prevalence of Q80K and R155K in subtype 1a. Based on local residue interactions, we predict a subtype-specific role for the protease residue NS3-Q80 in molecular mechanisms related to the assembly of infectious virus particles that is supported by experimental data on the capacity of Q80K variants to replicate and produce infectious virus in subtype 1a and 1b cell culture.
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Affiliation(s)
- Nadezhda T Doncheva
- Department of Computational Biology and Applied Algorithmics, Max Planck Institute for Informatics, Saarbrücken, Germany; Graduate School of Computer Science, Saarland University, Saarbrücken, Germany
| | | | - David R McGivern
- Division of Infectious Diseases, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Tetsuro Shimakami
- Department of Gastroenterology, Kanazawa University Hospital, Kanazawa, Japan
| | - Stefan Zeuzem
- Department of Internal Medicine 1, Goethe University Hospital Frankfurt, Frankfurt a.M., Germany
| | - Thomas Lengauer
- Department of Computational Biology and Applied Algorithmics, Max Planck Institute for Informatics, Saarbrücken, Germany
| | - Christian M Lange
- Department of Internal Medicine 1, Goethe University Hospital Frankfurt, Frankfurt a.M., Germany
| | - Mario Albrecht
- Institute for Knowledge Discovery, Graz University of Technology, Graz, Austria
| | - Christoph Welsch
- Department of Computational Biology and Applied Algorithmics, Max Planck Institute for Informatics, Saarbrücken, Germany; Department of Internal Medicine 1, Goethe University Hospital Frankfurt, Frankfurt a.M., Germany.
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Raja R, Pareek A, Newar K, Dixit NM. Mutational pathway maps and founder effects define the within-host spectrum of hepatitis C virus mutants resistant to drugs. PLoS Pathog 2019; 15:e1007701. [PMID: 30934020 PMCID: PMC6459561 DOI: 10.1371/journal.ppat.1007701] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 04/11/2019] [Accepted: 03/13/2019] [Indexed: 12/11/2022] Open
Abstract
Knowledge of the within-host frequencies of resistance-associated amino acid variants (RAVs) is important to the identification of optimal drug combinations for the treatment of hepatitis C virus (HCV) infection. Multiple RAVs may exist in infected individuals, often below detection limits, at any resistance locus, defining the diversity of accessible resistance pathways. We developed a multiscale mathematical model to estimate the pre-treatment frequencies of the entire spectrum of mutants at chosen loci. Using a codon-level description of amino acids, we performed stochastic simulations of intracellular dynamics with every possible nucleotide variant as the infecting strain and estimated the relative infectivity of each variant and the resulting distribution of variants produced. We employed these quantities in a deterministic multi-strain model of extracellular dynamics and estimated mutant frequencies. Our predictions captured database frequencies of the RAV R155K, resistant to NS3/4A protease inhibitors, presenting a successful test of our formalism. We found that mutational pathway maps, interconnecting all viable mutants, and strong founder effects determined the mutant spectrum. The spectra were vastly different for HCV genotypes 1a and 1b, underlying their differential responses to drugs. Using a fitness landscape determined recently, we estimated that 13 amino acid variants, encoded by 44 codons, exist at the residue 93 of the NS5A protein, illustrating the massive diversity of accessible resistance pathways at specific loci. Accounting for this diversity, which our model enables, would help optimize drug combinations. Our model may be applied to describe the within-host evolution of other flaviviruses and inform vaccine design strategies.
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Affiliation(s)
- Rubesh Raja
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, India
| | - Aditya Pareek
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, India
| | - Kapil Newar
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, India
| | - Narendra M. Dixit
- Department of Chemical Engineering, Indian Institute of Science, Bangalore, India
- Centre for Biosystems Science and Engineering, Indian Institute of Science, Bangalore, India
- * E-mail:
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Hepatitis C Virus Genotype 1 to 6 Protease Inhibitor Escape Variants: In Vitro Selection, Fitness, and Resistance Patterns in the Context of the Infectious Viral Life Cycle. Antimicrob Agents Chemother 2016; 60:3563-78. [PMID: 27021330 DOI: 10.1128/aac.02929-15] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 03/21/2016] [Indexed: 02/06/2023] Open
Abstract
Hepatitis C virus (HCV) NS3 protease inhibitors (PIs) are important components of novel HCV therapy regimens. Studies of PI resistance initially focused on genotype 1. Therefore, knowledge about the determinants of PI resistance for the highly prevalent genotypes 2 to 6 remains limited. Using Huh7.5 cell culture-infectious HCV recombinants with genotype 1 to 6 NS3 protease, we identified protease positions 54, 155, and 156 as hot spots for the selection of resistance substitutions under treatment with the first licensed PIs, telaprevir and boceprevir. Treatment of a genotype 2 isolate with the newer PIs vaniprevir, faldaprevir, simeprevir, grazoprevir, paritaprevir, and deldeprevir identified positions 156 and 168 as hot spots for resistance; the Y56H substitution emerged for three newer PIs. Substitution selection also depended on the specific recombinant. The substitutions identified conferred cross-resistance to several PIs; however, most substitutions selected under telaprevir or boceprevir treatment conferred less resistance to certain newer PIs. In a single-cycle production assay, across genotypes, PI treatment primarily decreased viral replication, which was rescued by PI resistance substitutions. The substitutions identified resulted in differential effects on viral fitness, depending on the original recombinant and the substitution. Across genotypes, fitness impairment induced by resistance substitutions was due primarily to decreased replication. Most combinations of substitutions that were identified increased resistance or fitness. Combinations of resistance substitutions with fitness-compensating substitutions either rescued replication or compensated for decreased replication by increasing assembly. This comprehensive study provides insight into the selection patterns and effects of PI resistance substitutions for HCV genotypes 1 to 6 in the context of the infectious viral life cycle, which is of interest for clinical and virological HCV research.
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Hajji H, Aherfi S, Motte A, Ravaux I, Mokhtari S, Ruiz JM, Poizot-Martin I, Tourres C, Tivoli N, Gérolami R, Tamalet C, Colson P. Diversity of 1,213 hepatitis C virus NS3 protease sequences from a clinical virology laboratory database in Marseille university hospitals, southeastern France. J Med Virol 2015; 87:1921-33. [PMID: 25959702 DOI: 10.1002/jmv.24261] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2015] [Indexed: 12/21/2022]
Abstract
Infection with hepatitis C virus (HCV) represents a major public health concern worldwide. Recent therapeutic advances have been considerable, HCV genotype continuing to guide therapeutic management. Since 2008, HCV genotyping in our clinical microbiology laboratory at university hospitals of Marseille, Southeastern France, has been based on NS3 protease gene population sequencing, to allow concurrent HCV genotype and protease inhibitor (PI) genotypic resistance determinations. We aimed, first, to analyze the genetic diversity of HCV NS3 protease obtained from blood samples collected between 2003 and 2013 from patients monitored at university hospitals of Marseille and detect possible atypical sequences; and, second, to identify NS3 protease amino acid patterns associated with decreased susceptibility to HCV PIs. A total of 1,213 HCV NS3 protease sequences were available in our laboratory sequence database. We implemented a strategy based on bioinformatic tools to determine whether HCV sequences are representative of our local HCV genetic diversity, or divergent. In our 2003-2012 HCV NS3 protease sequence database, we delineated 32 clusters representative of the majority HCV genetic diversity, and 61 divergent sequences. Five of these divergent sequences showed less than 85% nucleotide identity with their top GenBank hit. In addition, among the 294 sequences obtained in 2013, three were divergent relative to these 32 previously delineated clusters. Finally, we detected both natural and on-treatment genotypic resistance to HCV NS3 PIs, including a substantial prevalence of Q80K substitutions associated with decreased susceptibility to simeprevir, a second generation PI.
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Affiliation(s)
- Hind Hajji
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France
| | - Sarah Aherfi
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France.,Aix-Marseille University, URMITE UM 63 CNRS 7278 IRD 198 INSERM U1905, Facultés de Médecine et de Pharmacie, Marseille, France
| | - Anne Motte
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France
| | - Isabelle Ravaux
- IHU Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Service de Maladies Infectieuses, Centre Hospitalo-Universitaire Conception, Assistance Publique-Hôpitaux de Marseille, Marseille, France
| | - Saadia Mokhtari
- IHU Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Service de Maladies Infectieuses, Centre Hospitalo-Universitaire Nord, Marseille, France
| | - Jean-Marie Ruiz
- Assistance Publique-Hôpitaux de Marseille, Hôpitaux Sud, Service de Médecine en milieu pénitentiaire, Centre pénitentiaire de Marseille, Marseille, France
| | - Isabelle Poizot-Martin
- AP-HM Sainte-Marguerite, Service d'Immuno-hématologie clinique, Marseille, France.,Aix-Marseille University, INSERM, UMR 912 (SESSTIM), Marseille, France
| | - Christian Tourres
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France
| | - Natacha Tivoli
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France
| | - René Gérolami
- Service d'Hépato-Gastro-Entérologie, Centre Hospitalo-Universitaire Conception, Marseille, France
| | - Catherine Tamalet
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France.,Aix-Marseille University, URMITE UM 63 CNRS 7278 IRD 198 INSERM U1905, Facultés de Médecine et de Pharmacie, Marseille, France
| | - Philippe Colson
- Institut Hospitalo-Universitaire (IHU), Méditerranée Infection, Pôle des Maladies Infectieuses et Tropicales Clinique et Biologique, Fédération de Bactériologie-Hygiène-Virologie, Centre Hospitalo-Universitaire Timone, Marseille, France.,Aix-Marseille University, URMITE UM 63 CNRS 7278 IRD 198 INSERM U1905, Facultés de Médecine et de Pharmacie, Marseille, France
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6
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Larrat S, Kulkarni O, Claude JB, Beugnot R, Blum MGB, Fusillier K, Lupo J, Tremeaux P, Plages A, Marlu A, Duborjal H, Signori-Schmuck A, Francois O, Zarski JP, Morand P, Leroy V. Ultradeep pyrosequencing of NS3 to predict response to triple therapy with protease inhibitors in previously treated chronic hepatitis C patients. J Clin Microbiol 2015; 53:389-97. [PMID: 25411182 PMCID: PMC4298514 DOI: 10.1128/jcm.02547-14] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Accepted: 10/28/2014] [Indexed: 01/04/2023] Open
Abstract
Despite the gain in sustained virological responses (SVR) provided by protease inhibitors (PIs), failures still occur. The aim of this study was to determine if a baseline analysis of the NS3 region using ultradeep pyrosequencing (UDPS) can help to predict an SVR. Serum samples from 40 patients with previously nonresponding genotype 1 chronic hepatitis C who were retreated with triple therapy, including a PI, were analyzed. Baseline UDPS of the NS3 gene was performed on plasma and peripheral blood mononuclear cells (PBMC). Mutations conferring resistance to PIs were sought. The overall diversity of the quasispecies was evaluated by calculating the Shannon entropy (SE). Resistance mutations were found in plasma and PBMC but were not discriminating enough to predict an SVR. NS3 quasispecies heterogeneity was significantly lower at baseline in patients achieving an SVR than in those not achieving an SVR (SE of 26.98 ± 16.64 × 10(-3) versus 44.93 ± 19.58 × 10(-3), P = 0.0047). With multivariate analysis, the independent predictors of an SVR were fibrosis of stage F ≤2 (odds ratio [OR], 13.3; 95% confidence interval [CI], 1.25 to 141.096; P < 0.03) and SE below the median (OR, 5.4; 95% CI, 1.22 to 23.87; P < 0.03). More than the presence of minor mutations at the baseline in plasma or in PBMC, the NS3 viral heterogeneity determined by UDPS is an independent factor for an SVR in previously treated patients receiving triple therapy that includes a PI.
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Affiliation(s)
- Sylvie Larrat
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unit of Virus Host Cell Interactions UMI 3265 UJF-EMBL-CNRS, BP 181, Grenoble, France
| | - Om Kulkarni
- Laboratoire TIMC-IMAG/University of Grenoble Alpes/CNRS/UMR 5525, Grenoble, France
| | | | - Réjane Beugnot
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France
| | - Michaël G B Blum
- Laboratoire TIMC-IMAG/University of Grenoble Alpes/CNRS/UMR 5525, Grenoble, France
| | - Katia Fusillier
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France
| | - Julien Lupo
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unit of Virus Host Cell Interactions UMI 3265 UJF-EMBL-CNRS, BP 181, Grenoble, France
| | - Pauline Tremeaux
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unit of Virus Host Cell Interactions UMI 3265 UJF-EMBL-CNRS, BP 181, Grenoble, France
| | - Agnès Plages
- Clinique Universitaire d'Hépato-gastroentérologie, Pôle Digidune, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France
| | - Alice Marlu
- Clinique Universitaire d'Hépato-gastroentérologie, Pôle Digidune, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France
| | | | - Anne Signori-Schmuck
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France
| | - Olivier Francois
- Laboratoire TIMC-IMAG/University of Grenoble Alpes/CNRS/UMR 5525, Grenoble, France
| | - Jean-Pierre Zarski
- Clinique Universitaire d'Hépato-gastroentérologie, Pôle Digidune, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unité INSERM/University Grenoble Alpes U823, IAPC Institut Albert Bonniot, Grenoble, France
| | - Patrice Morand
- Laboratoire de Virologie, Département des Agents Infectieux, Pôle Biologie, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unit of Virus Host Cell Interactions UMI 3265 UJF-EMBL-CNRS, BP 181, Grenoble, France
| | - Vincent Leroy
- Clinique Universitaire d'Hépato-gastroentérologie, Pôle Digidune, Centre Hospitalier Universitaire Grenoble, CS10217, Grenoble, France Unité INSERM/University Grenoble Alpes U823, IAPC Institut Albert Bonniot, Grenoble, France
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Wyles DL, Gutierrez JA. Importance of HCV genotype 1 subtypes for drug resistance and response to therapy. J Viral Hepat 2014; 21:229-40. [PMID: 24597691 DOI: 10.1111/jvh.12230] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Accepted: 12/12/2013] [Indexed: 12/11/2022]
Abstract
The treatment for patients infected with hepatitis C virus (HCV) genotype 1 has undergone major changes with the availability of direct-acting antivirals. Triple therapy, containing telaprevir or boceprevir, first-wave NS3 protease inhibitors, in combination with peginterferon and ribavirin, improved rates of sustained virologic response compared with peginterferon and ribavirin alone in patients with HCV genotype 1. However, the development of drug-resistant variants is a concern. In patients treated with telaprevir or boceprevir, different patterns of resistance are observed for the two major HCV genotype 1 subtypes, 1a and 1b. Genotype 1b is associated with a lower rate of resistant variant selection and better response to triple therapy compared with genotype 1a. Similar subtype-specific patterns have been observed for investigational direct-acting antivirals, including second-wave NS3 protease inhibitors, NS5A inhibitors and non-nucleoside NS5B inhibitors. This review explores resistance to approved and investigational direct-acting antivirals for the treatment of HCV, focusing on the differences between genotype 1a and genotype 1b. Finally, given the importance of HCV genotype 1 subtype on resistance and treatment outcomes, clinicians must also be aware of the tests currently available for genotype subtyping and their limitations.
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Affiliation(s)
- D L Wyles
- Division of Infectious Diseases, University of California, San Diego, CA, USA
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Schinazi R, Halfon P, Marcellin P, Asselah T. HCV direct-acting antiviral agents: the best interferon-free combinations. Liver Int 2014; 34 Suppl 1:69-78. [PMID: 24373081 PMCID: PMC7737539 DOI: 10.1111/liv.12423] [Citation(s) in RCA: 199] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
For HCV infection, there have been major advancements during last several years with large numbers of ongoing trials with various direct-acting antivirals (DAA) showing high potency, favourable tolerability profile, higher barrier to resistance, shortened treatment duration, all oral regimen, pan-genotypic, fewer drug interactions and reduced pill burden. By 2014, several DAAs are anticipated to complete successful phase III trials and will be commercially available. Initially, a wave of IFN-based regimen (sofosbuvir, faldaprevir and simeprevir) will be available for treatment of HCV genotype 1. In the near future, combination of antiviral agents with additive potency that lack cross-resistance with good safety profile will likely be the new recommended regimens, making HCV, the first chronic viral infection to be eradicated worldwide with a finite duration of combination DAA therapy without IFN or ribavirin. The aim of this review was to summarize the results obtained from recent DAA combination studies without IFN.
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Affiliation(s)
- Raymond Schinazi
- Center for AIDS Research, Emory University School of Medicine and Veterans Affairs Medical Center, Decatur, GA, USA
| | - Philippe Halfon
- Internal Medicine and Infectious Diseases Department, Hôpital Europeen and Laboratoire Alphabio Marseille, Marseille, France
| | - Patrick Marcellin
- Hepatology Department, AP-HP, University Paris Diderot 7 and INSERM U773, CRB3, Beaujon Hospital, Clichy, France
| | - Tarik Asselah
- Hepatology Department, AP-HP, University Paris Diderot 7 and INSERM U773, CRB3, Beaujon Hospital, Clichy, France
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9
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Rong L, Guedj J, Dahari H, Perelson AS. Treatment of hepatitis C with an interferon-based lead-in phase: a perspective from mathematical modelling. Antivir Ther 2014; 19:469-77. [PMID: 24434478 DOI: 10.3851/imp2725] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND The standard of care for HCV genotype 1 is a protease inhibitor (telaprevir or boceprevir) combined with pegylated interferon (PEG-IFN) and ribavirin (RBV). A lead-in phase of PEG-IFN/RBV therapy before addition of the protease inhibitor has been used, with the aim of improving response rates by reducing the development of protease inhibitor resistance. However, whether such a strategy can bring benefit to patients is unclear. METHODS A viral dynamic model was used to compare in silico HCV dynamics in patients treated with a period of PEG-IFN/RBV lead-in therapy followed by the addition of a protease inhibitor versus immediate triple therapy without lead-in. RESULTS The model predicts that both regimens result in a similar end-of-treatment viral load change (viral decline or breakthrough). Thus, the current lead-in strategy may not decrease the rate of viral breakthrough/relapse or increase the rate of sustained virological response. This agrees with available data from clinical trials of several HCV protease inhibitors, such as telaprevir, boceprevir and faldaprevir. CONCLUSIONS These results suggest that current PEG-IFN/RBV lead-in strategies may not improve treatment outcomes. However, viral kinetics during a period of PEG-IFN/RBV therapy, combined with other factors, such as the IL28B polymorphism and baseline viral load, can identify IFN-sensitive patients and help develop response-guided therapies.
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Affiliation(s)
- Libin Rong
- Department of Mathematics and Statistics and Center for Biomedical Research, Oakland University, Rochester, MI, USA
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de Bruijne J, Thomas XV, Rebers SP, Weegink CJ, Treitel MA, Hughes E, Bergmann JF, de Knegt RJ, Janssen HLA, Reesink HW, Molenkamp R, Schinkel J. Evolutionary dynamics of hepatitis C virus NS3 protease domain during and following treatment with narlaprevir, a potent NS3 protease inhibitor. J Viral Hepat 2013; 20:779-89. [PMID: 24168257 DOI: 10.1111/jvh.12104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2012] [Accepted: 02/03/2013] [Indexed: 12/09/2022]
Abstract
Narlaprevir, a hepatitis C virus (HCV) NS3/4A serine protease inhibitor, has demonstrated robust antiviral activity in a placebo-controlled phase 1 study. To study evolutionary dynamics of resistant variants, the NS3 protease sequence was clonally analysed in thirty-two HCV genotype 1-infected patients following treatment with narlaprevir. Narlaprevir monotherapy was administered for one week (period 1) followed by narlaprevir/pegylated interferon-alpha-2b combination therapy with or without ritonavir (period 2) during two weeks, interrupted by a washout period of one month. Thereafter, all patients initiated pegylated interferon-alpha-2b/ribavirin combination therapy. Longitudinal clonal analysis was performed in those patients with NS3 mutations. After narlaprevir re-exposure, resistance-associated mutations at position V36, T54, R155 and A156 were detected in five patients in >95% of the clones. Narlaprevir retreatment resulted in a 2.58 and 5.06 log10 IU/mL viral load decline in patients with and without mutations, respectively (P=<0.01). After treatment, resistant variants were replaced with wild-type virus within 2-24 weeks in three patients. However, the R155K mutation was still observed 3.1 years after narlaprevir dosing in two patients in 5% and 45% of the viral population. Resistant variants could be detected early during treatment with narlaprevir. A slower viral load decline was observed in those patients with resistance-associated mutations detectable by direct population sequencing. These mutations disappeared within six months following treatment with the exception of R155K mutation, which persisted in two patients.
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Affiliation(s)
- J de Bruijne
- Department of Gastroenterology and Hepatology, Academic Medical Center, Amsterdam, The Netherlands
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11
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In vitro phenotypic characterization of hepatitis C virus NS3 protease variants observed in clinical studies of telaprevir. Antimicrob Agents Chemother 2013; 57:6236-45. [PMID: 24100495 DOI: 10.1128/aac.01578-13] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Telaprevir is a linear, peptidomimetic small molecule that inhibits hepatitis C virus (HCV) replication by specifically inhibiting the NS3·4A protease. In phase 3 clinical studies, telaprevir in combination with peginterferon and ribavirin (PR) significantly improved sustained virologic response (SVR) rates in genotype 1 chronic HCV-infected patients compared with PR alone. In patients who do not achieve SVR after treatment with telaprevir-based regimens, variants with mutations in the NS3·4A protease region have been observed. Such variants can contribute to drug resistance and limit the efficacy of treatment. To gain a better understanding of the viral resistance profile, we conducted phenotypic characterization of the variants using HCV replicons carrying site-directed mutations. The most frequently observed (significantly enriched) telaprevir-resistant variants, V36A/M, T54A/S, R155K/T, and A156S, conferred lower-level resistance (3- to 25-fold), whereas A156T and V36M+R155K conferred higher-level resistance (>25-fold) to telaprevir. Rarely observed (not significantly enriched) variants included V36I/L and I132V, which did not confer resistance to telaprevir; V36C/G, R155G/I/M/S, V36A+T54A, V36L+R155K, T54S+R155K, and R155T+D168N, which conferred lower-level resistance to telaprevir; and A156F/N/V, V36A+R155K/T, V36M+R155T, V36A/M+A156T, T54A+A156S, T54S+A156S/T, and V36M+T54S+R155K, which conferred higher-level resistance to telaprevir. All telaprevir-resistant variants remained fully sensitive to alpha interferon, ribavirin, and HCV NS5B nucleoside and nonnucleoside polymerase inhibitors. In general, the replication capacity of telaprevir-resistant variants was lower than that of the wild-type replicon.
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12
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Natural NS3 resistance polymorphisms occur frequently prior to treatment in HIV-positive patients with acute hepatitis C. AIDS 2013; 27:2485-8. [PMID: 23770494 DOI: 10.1097/qad.0b013e328363b1f9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
NS3 protease inhibitors are set to improve sustained virological response rates in HIV-positive patients with hepatitis C. We measured the prevalence of natural resistance polymorphisms in 38 acutely infected treatment-naive patients using direct and deep sequencing. Twenty six percent of patients (10/38) had a majority variant resistance mutation (in order of frequency; Q80K - 16%, V36M - 5%, T54S - 3%, V55A - 3%, and D168A - 3%). Low-frequency mutations were detected in all samples. Further studies are required to determine threshold levels associated with treatment failure.
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13
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Abstract
The current treatment for hepatitis C virus (HCV) genotype 1 chronic infection is the addition of direct-acting antivirals (DAA) with a protease inhibitor (telaprevir or boceprevir) to the pegylated interferon (PEG-IFN) plus ribavirin (RBV) regimen. Major progress has been made in the past few years: numerous ongoing trials with different compounds, increasing sustained virological response (SVR) rates with oral regimens and shortened treatment duration. Combinations of antivirals with additive potency that lack cross-resistance and with a good safety profile may provide new regimens in the future to make HCV the first chronic viral infection to be eradicated worldwide with a finite duration of combination DAA therapy without IFN.
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Affiliation(s)
- Tarik Asselah
- Hepatology Department, AP-HP, University Paris Diderot 7 and INSERM U773, CRB3, Beaujon Hospital, Clichy, France.
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14
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Hotiana HA, Haider MK. Structural modeling of HCV NS3/4A serine protease drug-resistance mutations using end-point continuum solvation and side-chain flexibility calculations. J Chem Inf Model 2013; 53:435-51. [PMID: 23305404 DOI: 10.1021/ci3004754] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Computational methods of modeling protein-ligand interactions have gained widespread application in modern drug discovery. In continuum solvation-based methods of binding affinity estimation, limited description of solvent environment and protein flexibility is traded for a time scale that fits medicinal chemistry test cycles. The results of this speed-accuracy trade-off have been promising in terms of modeling structure-activity relationships of ligand series against protein targets. The potential of these approaches in recapitulating structural and energetic effects of resistance mutations, which involve large changes in binding affinity, remains relatively unexplored. We used continuum solvation binding affinity predictions and graph theory-based flexibility calculations to model thirteen drug resistance mutations in HCV NS3/4A serine protease, against three small-molecule inhibitors, with a 2-fold objective: quantitative assessment of binding energy predictions against experimental data and elucidation of structural/energetic determinants of resistance. The results show statistically significant correlation between predicted and experimental binding affinities, with R(2) and predictive index of up to 0.83 and 0.91, respectively. The level of accuracy was consistent with what has been reported for the inverse problem of binding affinity estimation of congeneric ligands against the same target. The quality of predictions was poor for mutations involving induced-fit effects, primarily, because of the lack of entropy terms. Flexibility analysis explained this discrepancy by indicating characteristic changes in side-chain mobility of a key binding site residue. The combined results from two approaches provide novel insights regarding the molecular mechanism of resistance. NS3/4A inhibitors, with large P2 substituents, derive high affinity with optimal van der Waals interactions in the S2 subsite, in order to overcome unfavorable desolvation and entropic cost of induced-fit effects. High-level resistance mutations tend to increase the desolvation and/or entropic barrier to ligand binding. The lead optimization strategies should, therefore, address the balance of these opposing energetic contributions in both the wild-type and mutant target.
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Affiliation(s)
- Hajira Ahmed Hotiana
- Undergraduate Program in Science, Department of Biology, Syed Babar Ali School of Science and Engineering, Lahore University of Management Sciences, Lahore 54792, Pakistan
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15
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De Meyer S, Dierynck I, Ghys A, Beumont M, Daems B, Van Baelen B, Sullivan JC, Bartels DJ, Kieffer TL, Zeuzem S, Picchio G. Characterization of telaprevir treatment outcomes and resistance in patients with prior treatment failure: results from the REALIZE trial. Hepatology 2012; 56:2106-15. [PMID: 22806681 DOI: 10.1002/hep.25962] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Accepted: 06/18/2012] [Indexed: 12/11/2022]
Abstract
UNLABELLED In the Phase 3 REALIZE study, 662 genotype 1 hepatitis C virus (HCV)-infected patients with prior peginterferon/ribavirin treatment failure (including relapsers, partial, and null responders) were randomized to 12 weeks of telaprevir given immediately (T12/PR48) or following 4 weeks of peginterferon/ribavirin (lead-in T12/PR48), or 12 weeks of placebo (PR48), combined with a total of 48 weeks of peginterferon alfa-2a/ribavirin. Sustained virologic response (SVR) rates were 64% (T12/PR48), 66% (lead-in T12/PR48), and 17% (PR48). This analysis aimed to characterize treatment outcomes and viral variants emerging in telaprevir-treated patients not achieving SVR. HCV NS3·4A population sequencing was performed at baseline, during treatment, and follow-up. Telaprevir-resistant variants were classified into lower-level (3- to 25-fold 50% inhibitory concentration [IC(50) ] increase: V36A/M, T54A/S, R155I/K/M/T, and A156S) and higher-level (>25-fold IC(50) increase: V36M+R155K and A156T/V) resistance. Resistant variants were uncommon at baseline. Overall, 18% (52%, 19%, and 1% of prior null and partial responders and relapsers, respectively) of telaprevir-treated patients had on-treatment virologic failure, with no significant difference with or without a lead-in. Virologic failure during the telaprevir-treatment phase was predominantly associated with higher-level resistance; virologic failure during the peginterferon/ribavirin-treatment phase was associated with higher- or lower-level, or wildtype variants, depending on genotype. Relapse occurred in 9% of patients completing assigned treatment and was generally associated with lower-level resistant variants or wildtype. Resistant variants were no longer detectable by study end (median follow-up of 11 months) in 58% of non-SVR patients. CONCLUSION In REALIZE, variants emerging in non-SVR, telaprevir-treated patients were similar irrespective of the use of a lead-in and were consistent with those previously reported. In most patients, resistant variants became undetectable over time.
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Sullivan JC, Zhang EZ, Bartels DJ, Tigges A, Dorrian JL, Kwong AD, Kieffer TL. Compensatory substitutions in the HCV NS3/4A protease cleavage sites are not observed in patients treated unsuccessfully with telaprevir combination treatment. Virol J 2012; 9:147. [PMID: 22866919 PMCID: PMC3499439 DOI: 10.1186/1743-422x-9-147] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2012] [Accepted: 07/18/2012] [Indexed: 01/15/2023] Open
Abstract
Background Development of compensatory mutations within the HIV p7/p1 and p1/p6 protease cleavage site region has been observed in HIV-infected patients treated with protease inhibitors. Mechanisms of fitness compensation may occur in HCV populations upon treatment of HCV protease inhibitors as well. Findings In this study, we investigated whether substitutions in protease cleavage site regions of HCV occur in response to a treatment regimen containing the NS3/4A protease inhibitor telaprevir (TVR). Evaluation of viral populations from 569 patients prior to treatment showed that the four NS3/4A cleavage sites were well conserved. Few changes in the cleavage site regions were observed in the 159 patients who failed TVR combination treatment, and no residues displayed evidence of directional selection after the acquisition of TVR-resistance. Conclusions Cleavage site mutations did not occur after treatment with the HCV protease inhibitor telaprevir.
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Affiliation(s)
- James C Sullivan
- Vertex Pharmaceuticals Incorporated, 130 Waverly Street, Cambridge, MA 02139, USA
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17
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Progress in the development of anti-hepatitis C virus nucleoside and nucleotide prodrugs. Future Med Chem 2012; 4:625-50. [PMID: 22458682 DOI: 10.4155/fmc.12.10] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
The search for new anti-hepatitis C virus (HCV) therapeutics continues as the current treatment, consisting of PEGylated IFN-α and ribavirin, is of limited efficacy, nonspecific and can cause significant side effects. Modified nucleoside analogues with improved efficacy and selectivity, may become the backbone of the future standard of care for anti-HCV therapies. Several families of modified nucleoside are known to inhibit HCV RNA-dependent RNA polymerase, a vital enzyme for viral replication. Ongoing efforts are focused on improvement of potency, selectivity and delivery of antiviral nucleoside analogues, with several recent promising advances into clinical trials. This review summarizes the current progress in the development of new anti-HCV nucleoside and nucleotide prodrugs.
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18
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Romano KP, Ali A, Aydin C, Soumana D, Özen A, Deveau LM, Silver C, Cao H, Newton A, Petropoulos CJ, Huang W, Schiffer CA. The molecular basis of drug resistance against hepatitis C virus NS3/4A protease inhibitors. PLoS Pathog 2012; 8:e1002832. [PMID: 22910833 PMCID: PMC3406087 DOI: 10.1371/journal.ppat.1002832] [Citation(s) in RCA: 145] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2012] [Accepted: 06/13/2012] [Indexed: 01/16/2023] Open
Abstract
Hepatitis C virus (HCV) infects over 170 million people worldwide and is the leading cause of chronic liver diseases, including cirrhosis, liver failure, and liver cancer. Available antiviral therapies cause severe side effects and are effective only for a subset of patients, though treatment outcomes have recently been improved by the combination therapy now including boceprevir and telaprevir, which inhibit the viral NS3/4A protease. Despite extensive efforts to develop more potent next-generation protease inhibitors, however, the long-term efficacy of this drug class is challenged by the rapid emergence of resistance. Single-site mutations at protease residues R155, A156 and D168 confer resistance to nearly all inhibitors in clinical development. Thus, developing the next-generation of drugs that retain activity against a broader spectrum of resistant viral variants requires a comprehensive understanding of the molecular basis of drug resistance. In this study, 16 high-resolution crystal structures of four representative protease inhibitors – telaprevir, danoprevir, vaniprevir and MK-5172 – in complex with the wild-type protease and three major drug-resistant variants R155K, A156T and D168A, reveal unique molecular underpinnings of resistance to each drug. The drugs exhibit differential susceptibilities to these protease variants in both enzymatic and antiviral assays. Telaprevir, danoprevir and vaniprevir interact directly with sites that confer resistance upon mutation, while MK-5172 interacts in a unique conformation with the catalytic triad. This novel mode of MK-5172 binding explains its retained potency against two multi-drug-resistant variants, R155K and D168A. These findings define the molecular basis of HCV N3/4A protease inhibitor resistance and provide potential strategies for designing robust therapies against this rapidly evolving virus. Hepatitis C virus (HCV) infects over 170 million people worldwide and is the leading cause of chronic liver diseases, including cirrhosis, liver failure, and liver cancer. New classes of directly-acting antiviral agents that target various HCV enzymes are being developed. Two such drugs that target the essential HCV NS3/4A protease are approved by the FDA and several others are at various stages of clinical development. These drugs, when used in combination with pegylated interferon and ribavirin, significantly improve treatment outcomes. However HCV evolves very quickly and drug resistance develops against directly-acting antiviral agents. Thus, despite the therapeutic success of NS3/4A protease inhibitors, their long-term effectiveness is challenged by drug resistance. Our study explains in atomic detail how and why drug resistance occurs for four chemically representative protease inhibitors –telaprevir, danoprevir, vaniprevir and MK-5172. Potentially with this knowledge, new drugs could be developed that are less susceptible to drug resistance. More generally, understanding the underlying mechanisms by which drug resistance occurs can be incorporated in drug development to many quickly evolving diseases.
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Affiliation(s)
- Keith P. Romano
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Akbar Ali
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Cihan Aydin
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Djade Soumana
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Ayşegül Özen
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Laura M. Deveau
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Casey Silver
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Hong Cao
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Alicia Newton
- Monogram Biosciences, San Francisco, California, United States of America
| | | | - Wei Huang
- Monogram Biosciences, San Francisco, California, United States of America
| | - Celia A. Schiffer
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- * E-mail:
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19
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Hepatitis C variability, patterns of resistance, and impact on therapy. Adv Virol 2012; 2012:267483. [PMID: 22851970 PMCID: PMC3407602 DOI: 10.1155/2012/267483] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Accepted: 05/10/2012] [Indexed: 12/17/2022] Open
Abstract
Hepatitis C (HCV), a leading cause of chronic liver disease, cirrhosis, and hepatocellular carcinoma, is the most common indication for liver transplantation in the United States. Although annual incidence of infection has declined since the 1980s, aging of the currently infected population is expected to result in an increase in HCV burden. HCV is prone to develop resistance to antiviral drugs, and despite considerable efforts to understand the virus for effective treatments, our knowledge remains incomplete. This paper reviews HCV resistance mechanisms, the traditional treatment with and the new standard of care for hepatitis C treatment. Although these new treatments remain PEG-IFN-α- and ribavirin-based, they add one of the newly FDA approved direct antiviral agents, telaprevir or boceprevir. This new “triple therapy” has resulted in greater viral cure rates, although treatment failure remains a possibility. The future may belong to nucleoside/nucleotide analogues, non-nucleoside RNA-dependent RNA polymerase inhibitors, or cyclophilin inhibitors, and the treatment of HCV may ultimately parallel that of HIV. However, research should focus not only on effective treatments, but also on the development of a HCV vaccine, as this may prove to be the most cost-effective method of eradicating this disease.
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20
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Akuta N, Suzuki F, Hirakawa M, Kawamura Y, Yatsuji H, Sezaki H, Suzuki Y, Hosaka T, Kobayashi M, Kobayashi M, Saitoh S, Arase Y, Ikeda K, Chayama K, Nakamura Y, Kumada H. Amino acid substitution in HCV core region and genetic variation near the IL28B gene affect viral dynamics during telaprevir, peginterferon and ribavirin treatment. Intervirology 2012; 55:417-25. [PMID: 21325786 DOI: 10.1159/000323526] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2010] [Accepted: 11/18/2010] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Genetic variation near the IL28B gene and substitution of aa 70 and 91 in the core region of HCV-1b are useful as predictors of treatment efficacy to telaprevir/pegylated interferon (PEG-IFN)/ribavirin, but its impact on viral dynamics is not clear. METHODS This study investigated predictive factors of viral dynamics during 12- or 24-week regimen of triple therapy in 80 Japanese adults infected with HCV-1b. RESULTS After 24 h of commencement of treatment, the proportion of patients with Arg70 and Leu91 substitutions in the core region who showed ≥3.0 log drop in HCV RNA level was significantly higher than that of patients with Gln70 (His70) and/or Met91. At 8 and 12 weeks, HCV RNA loss rate of patients with rs8099917 genotype TT near IL28B gene was significantly higher than that of patients with non-TT. Multivariate analysis identified substitution of aa 70 and 91 as a predictor of ≥3.0 log fall in HCV RNA level at 24 h (Arg70 and Leu91) and SVR (Arg70), and rs8099917 (TT) as a predictor of HCV RNA loss at 12 weeks and SVR. CONCLUSIONS This study identified genetic variation near IL28B gene and aa substitution of the core region as predictors of viral dynamics during triple therapy.
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Affiliation(s)
- Norio Akuta
- Department of Hepatology, Toranomon Hospital, Tokyo, Japan.
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21
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Vallet S, Viron F, Henquell C, Le Guillou-Guillemette H, Lagathu G, Abravanel F, Trimoulet P, Soussan P, Schvoerer E, Rosenberg A, Gouriou S, Colson P, Izopet J, Payan C. NS3 protease polymorphism and natural resistance to protease inhibitors in French patients infected with HCV genotypes 1-5. Antivir Ther 2012; 16:1093-102. [PMID: 22024525 DOI: 10.3851/imp1900] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Resistant HCV populations may pre-exist in patients before NS3 protease inhibitor therapy and would likely be selected under specific antiviral pressure. The higher prevalence and lower rate of response to treatment associated with HCV genotype 1 infections has led to drug discovery efforts being focused primarily on enzymes produced by this genotype. Protease inhibitors may also be useful for non-genotype-1-infected patients, notably for non-responders. METHODS We investigated the prevalence of dominant resistance mutations and polymorphism in 298 HCV protease-inhibitor-naive patients infected with HCV genotypes 1, 2, 3, 4 or 5. Genotype-specific NS3 primers were designed to amplify and sequence the NS3 protease gene. RESULTS None of the 233 analysed sequences contained major telaprevir (TVR) or boceprevir (BOC) resistance mutations (R155K/T/M, A156S/V/T and V170A). Some substitutions (V36L, T54S, Q80K/R, D168Q and V170T) linked to low or moderate decreases in HCV sensitivity to protease inhibitors were prevalent according to genotype (between 2% and 100%). Other than genotype signature mutations at positions 36, 80 and 168, the most frequent substitution was T54S (4 genotype 1 and 2 genotype 4 sequences). All genotype 2-5 sequences had the non-genotype-1 signature V36L mutation known to confer low-level resistance to both TVR and BOC. CONCLUSIONS We have developed an HCV protease NS3 inhibitor resistance genotyping tool suitable for use with HCV genotypes 1-5. Polymorphism data is valuable for interpreting genotypic resistance profiles in cases of failure of anti-HCV NS3 protease treatment.
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Affiliation(s)
- Sophie Vallet
- Université de Brest, UFR Médecine et des Sciences de la Santé, LUBEM, EA3882, Brest, France.
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22
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Welsch C, Shimakami T, Hartmann C, Yang Y, Domingues FS, Lengauer T, Zeuzem S, Lemon SM. Peptidomimetic escape mechanisms arise via genetic diversity in the ligand-binding site of the hepatitis C virus NS3/4A serine protease. Gastroenterology 2012; 142:654-63. [PMID: 22155364 PMCID: PMC3288278 DOI: 10.1053/j.gastro.2011.11.035] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Revised: 11/25/2011] [Accepted: 11/29/2011] [Indexed: 12/02/2022]
Abstract
BACKGROUND & AIMS It is a challenge to develop direct-acting antiviral agents that target the nonstructural protein 3/4A protease of hepatitis C virus because resistant variants develop. Ketoamide compounds, designed to mimic the natural protease substrate, have been developed as inhibitors. However, clinical trials have revealed rapid selection of resistant mutants, most of which are considered to be pre-existing variants. METHODS We identified residues near the ketoamide-binding site in x-ray structures of the genotype 1a protease, co-crystallized with boceprevir or a telaprevir-like ligand, and then identified variants at these positions in 219 genotype-1 sequences from a public database. We used side-chain modeling to assess the potential effects of these variants on the interaction between ketoamide and the protease, and compared these results with the phenotypic effects on ketoamide resistance, RNA replication capacity, and infectious virus yields in a cell culture model of infection. RESULTS Thirteen natural binding-site variants with potential for ketoamide resistance were identified at 10 residues in the protease, near the ketoamide binding site. Rotamer analysis of amino acid side-chain conformations indicated that 2 variants (R155K and D168G) could affect binding of telaprevir more than boceprevir. Measurements of antiviral susceptibility in cell-culture studies were consistent with this observation. Four variants (ie, Q41H, I132V, R155K, and D168G) caused low-to-moderate levels of ketoamide resistance; 3 of these were highly fit (Q41H, I132V, and R155K). CONCLUSIONS Using a comprehensive sequence and structure-based analysis, we showed how natural variation in the hepatitis C virus protease nonstructural protein 3/4A sequences might affect susceptibility to first-generation direct-acting antiviral agents. These findings increase our understanding of the molecular basis of ketoamide resistance among naturally existing viral variants.
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Affiliation(s)
- Christoph Welsch
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599--7292, USA.
| | - Tetsuro Shimakami
- The University of North Carolina at Chapel Hill, Division of Infectious Diseases, Department of Medicine, and the Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599-7292, USA
| | - Christoph Hartmann
- Max Planck Institute for Informatics, Computational Biology & Applied Algorithmics, Stuhlsatzenhausweg 81, Campus E1 4, 66123 Saarbrücken, Germany
| | - Yan Yang
- The University of North Carolina at Chapel Hill, Division of Infectious Diseases, Department of Medicine, and the Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599-7292, USA
| | | | - Thomas Lengauer
- Max Planck Institute for Informatics, Computational Biology & Applied Algorithmics, Stuhlsatzenhausweg 81, Campus E1 4, 66123 Saarbrücken, Germany
| | - Stefan Zeuzem
- J. W. Goethe-University Hospital, Department of Internal Medicine I, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Stanley M. Lemon
- The University of North Carolina at Chapel Hill, Division of Infectious Diseases, Department of Medicine, and the Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599-7292, USA
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Asselah T, Marcellin P. Direct acting antivirals for the treatment of chronic hepatitis C: one pill a day for tomorrow. Liver Int 2012; 32 Suppl 1:88-102. [PMID: 22212578 DOI: 10.1111/j.1478-3231.2011.02699.x] [Citation(s) in RCA: 113] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chronic hepatitis C is one of the leading causes of chronic liver disease with approximately 170 million people infected worldwide. Sustained virological response (SVR) is equivalent to viral eradication and associated with a reduction in the risk of cirrhosis. Nowadays the treatment for hepatitis C virus (HCV) genotype 1 chronic infection is the addition of direct acting antivirals (DAA) with a protease inhibitor (telaprevir or boceprevir) to the pegylated interferon (PEG-IFN) plus ribavirin (RBV) regimen. The future management of patients with these new molecules will require good clinical practice, knowledge of indications, management of side effects and monitoring for antiviral resistance. Certain major medical needs are still unmet and require studies in special populations (HIV-HCV coinfected patients, transplanted patients, etc.…) and also in HCV non-1 genotype patients and in non-responders. Second generation DAA are in development. Combinations of antivirals with additive potency that lack cross resistance and with a good safety profile may provide new regimens in the future to make HCV the first chronic viral infection eradicated worldwide with a finite duration of combination DAA therapy without IFN. The aim of this review is to summarize mechanisms of action and results obtained with DAAs.
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Affiliation(s)
- Tarik Asselah
- Service d'hépatologie, Hôpital Beaujon, APHP, University Paris-Diderot and INSERM CRB3, Clichy, France.
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24
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Abstract
Until recently, chronic hepatitis C caused by persistent infection with the hepatitis C virus (HCV) has been treated with a combination of pegylated interferon-alpha (PEG-IFNα) and ribavirin (RBV). This situation has changed with the development of two drugs targeting the NS3/4A protease, approved for combination therapy with PEG-IFNα/RBV for patients infected with genotype 1 viruses. Moreover, two additional viral proteins, the RNA-dependent RNA polymerase (residing in NS5B) and the NS5A protein have emerged as promising drug targets and a large number of antivirals targeting these proteins are at different stages of clinical development. Although this progress is very promising, it is not clear whether these new compounds will suffice to eradicate the virus in an infected individual, ideally by using a PEG-IFNα/RBV-free regimen, or whether additional compounds targeting other factors that promote HCV replication are required. In this respect, host cell factors have emerged as a promising alternative. They reduce the risk of development of antiviral resistance and they increase the chance for broad-spectrum activity, ideally covering all HCV genotypes. Work in the last few years has identified several host cell factors used by HCV for productive replication. These include, amongst others, cyclophilins, especially cyclophilinA (cypA), microRNA-122 (miR-122) or phosphatidylinositol-4-kinase III alpha. For instance, cypA inhibitors have shown to be effective in combination therapy with PEG-IFN/RBV in increasing the sustained viral response (SVR) rate significantly compared to PEG-IFN/RBV. This review briefly summarizes recent advances in the development of novel antivirals against HCV.
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Affiliation(s)
- Sandra Bühler
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Heidelberg, Germany
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Gambarin-Gelwan M, Jacobson IM. Resistance-associated variants in chronic hepatitis C patients treated with protease inhibitors. Curr Gastroenterol Rep 2012; 14:47-54. [PMID: 22161022 DOI: 10.1007/s11894-011-0237-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Direct-acting antiviral agents in combination with pegylated interferon (PEG-IFN) and ribavirin (RBV) significantly improve sustained virologic response rate and reduce duration of therapy among both treatment-naïve and treatment-experienced patients with genotype 1 chronic hepatitis C. One of the most important considerations with both boceprevir and telaprevir is the potential development of resistant variants with therapy. Patients with poor intrinsic responsiveness to interferon, and those with incomplete virological suppression on protease inhibitor therapy, appear to be at higher risk for resistance. In this article we will define antiviral resistance and review the data on both in vitro and in vivo resistance to protease inhibitors, concentrating on data on boceprevir and telaprevir. We will also explore the significance of resistant variants present at the baseline, as well as the fate of the resistant variants and the ways to minimize the development of resistance to protease inhibitors.
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Affiliation(s)
- Maya Gambarin-Gelwan
- Division of Gastroenterology and Hepatology, Center for the Study of Hepatitis C, Weill Cornell Medical College, New York, NY 10021, USA.
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26
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Sheaffer AK, Lee MS, Hernandez D, Chaniewski S, Yu F, Falk P, Friborg J, Zhai G, McPhee F. Development of a chimeric replicon system for phenotypic analysis of NS3 protease sequences from HCV clinical isolates. Antivir Ther 2012; 16:705-18. [PMID: 21817192 DOI: 10.3851/imp1825] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND To support clinical development of HCV non-structural protein (NS) 3 protease inhibitors (PIs), phenotypic monitoring of patient isolates is a prerequisite for understanding the emergence of resistance. HCV isolates typically fail to replicate in cell culture, necessitating the use of alternative phenotyping methods. METHODS An NS3 protease chimeric replicon system was developed to monitor the phenotype of clinical isolates. The transfer of NS3 protease domain sequences from HCV-infected patients to the background of genotype (Gt) 1a-H77c, 1b-Con1 and 2a-JFH-1 lab strain replicons adapted to high-level cell culture replication was investigated. RESULTS NS3 protease sequences derived from HCV Gt 1a or Gt 1b infected patients were transferred into Gt 1a and 1b replicons, respectively. Replication was detected for 20% of Gt 1a and 75% of Gt 1b sequences. Incorporation of known cell culture adaptive change NS3-E176G improved replication of Gt 1b but not of Gt 1a sequences. Transfer of Gt 1a clinical sequences into the Gt 1b background enhanced replication and allowed phenotypic analysis of all sequences. A correlation was observed between clinical isolate sequence polymorphisms and reduced susceptibility to NS3 PI. In mixed populations containing known NS3 PI resistance changes NS3-R155K or D168E/V, sensitivity of resistance detection was ≥ 10%. CONCLUSIONS An HCV replicon capable of supporting phenotypic characterization of patient-derived HCV NS3 protease sequences was developed. Pre-existence of amino acid changes associated with NS3 PI resistance highlights the need for combination therapies in the treatment of HCV.
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Affiliation(s)
- Amy K Sheaffer
- Bristol-Myers Squibb Research and Development, Wallingford, CT, USA.
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Adiwijaya BS, Kieffer TL, Henshaw J, Eisenhauer K, Kimko H, Alam JJ, Kauffman RS, Garg V. A viral dynamic model for treatment regimens with direct-acting antivirals for chronic hepatitis C infection. PLoS Comput Biol 2012; 8:e1002339. [PMID: 22241977 PMCID: PMC3252270 DOI: 10.1371/journal.pcbi.1002339] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Accepted: 11/16/2011] [Indexed: 12/22/2022] Open
Abstract
We propose an integrative, mechanistic model that integrates in vitro virology data, pharmacokinetics, and viral response to a combination regimen of a direct-acting antiviral (telaprevir, an HCV NS3-4A protease inhibitor) and peginterferon alfa-2a/ribavirin (PR) in patients with genotype 1 chronic hepatitis C (CHC). This model, which was parameterized with on-treatment data from early phase clinical studies in treatment-naïve patients, prospectively predicted sustained virologic response (SVR) rates that were comparable to observed rates in subsequent clinical trials of regimens with different treatment durations in treatment-naïve and treatment-experienced populations. The model explains the clinically-observed responses, taking into account the IC50, fitness, and prevalence prior to treatment of viral resistant variants and patient diversity in treatment responses, which result in different eradication times of each variant. The proposed model provides a framework to optimize treatment strategies and to integrate multifaceted mechanistic information and give insight into novel CHC treatments that include direct-acting antiviral agents.
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Lim SR, Qin X, Susser S, Nicholas JB, Lange C, Herrmann E, Hong J, Arfsten A, Hooi L, Bradford W, Nájera I, Smith P, Zeuzem S, Kossen K, Sarrazin C, Seiwert SD. Virologic escape during danoprevir (ITMN-191/RG7227) monotherapy is hepatitis C virus subtype dependent and associated with R155K substitution. Antimicrob Agents Chemother 2012; 56:271-9. [PMID: 22064535 PMCID: PMC3256012 DOI: 10.1128/aac.05636-11] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2011] [Accepted: 10/26/2011] [Indexed: 01/03/2023] Open
Abstract
Danoprevir is a hepatitis C virus (HCV) NS3/4A protease inhibitor that promotes multi-log(10) reductions in HCV RNA when administered as a 14-day monotherapy to patients with genotype 1 chronic HCV. Of these patients, 14/37 experienced a continuous decline in HCV RNA, 13/37 a plateau, and 10/37 a rebound. The rebound and continuous-decline groups experienced similar median declines in HCV RNA through day 7, but their results diverged notably at day 14. Plateau group patients experienced a lesser, but sustained, median HCV RNA decline. Baseline danoprevir susceptibility was similar across response groups but was reduced significantly at day 14 in the rebound group. Viral rebound in genotype 1b was uncommon (found in 2/23 patients). Population-based sequence analysis of NS3 and NS4A identified treatment-emergent substitutions at four amino acid positions in the protease domain of NS3 (positions 71, 155, 168, and 170), but only two (155 and 168) were in close proximity to the danoprevir binding site and carried substitutions that impacted danoprevir potency. R155K was the predominant route to reduced danoprevir susceptibility and was observed in virus isolated from all 10 rebound, 2/13 plateau, and 1/14 continuous-decline patients. Virus in one rebound patient additionally carried partial R155Q and D168E substitutions. Treatment-emergent substitutions in plateau patients were less frequently observed and more variable. Single-rebound patients carried virus with R155Q, D168V, or D168T. Clonal sequence analysis and drug susceptibility testing indicated that only a single patient displayed multiple resistance pathways. These data indicate the ascendant importance of R155K for viral escape during danoprevir treatment and may have implications for the clinical use of this agent.
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Pharmacodynamic analysis of a serine protease inhibitor, MK-4519, against hepatitis C virus using a novel in vitro pharmacodynamic system. Antimicrob Agents Chemother 2011; 56:1170-81. [PMID: 22155837 DOI: 10.1128/aac.05383-11] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The development of new antiviral compounds active against hepatitis C virus (HCV) has surged in recent years. In order for these new compounds to be efficacious in humans, optimal dosage regimens for each compound must be elucidated. We have developed a novel in vitro pharmacokinetic/pharmacodynamic system, the BelloCell system, to identify optimal dosage regimens for anti-HCV compounds. In these experiments, genotype 1b HCV replicon-bearing cells (2209-23 cells) were inoculated onto carrier flakes in BelloCell bottles and treated with MK-4519, a serine protease inhibitor. Our dose-ranging studies illustrated that MK-4519 inhibited replicon replication in a dose-dependent manner, yielding a 50% effective concentration (EC(50)) of 1.8 nM. Dose-fractionation studies showed that shorter dosing intervals resulted in greater replicon suppression, indicating that the time that the concentration is greater than the EC(50) is the pharmacodynamic parameter for MK-4519 linked with inhibition of replicon replication. Mutations associated with resistance to serine protease inhibitors were detected in replicons harvested from all treatment arms. These data suggest that MK-4519 is highly active against genotype 1b HCV, but monotherapy is not sufficient to prevent the amplification of resistant replicons. In summary, our findings show that the BelloCell system is a useful and clinically relevant tool for predicting optimal dosage regimens for anti-HCV compounds.
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Abstract
Treatment of chronic hepatitis C is currently based on a combination of pegylated interferon-o! and ribavirin. Neither drug exerts direct selective pressure on viral functions, meaning that interferon-a/ribavirin treatment failure is not due to selection of interferon-a- or ribavirin-resistant viral variants. Several novel antiviral approaches are currently in preclinical or clinical development, and most target viral enzymes and functions, such as hepatitis C virus protease and polymerase. These new drugs all potentially select resistant viral variants both in vitro and in vivo, and resistance is therefore likely to become an important issue in clinical practice.
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Affiliation(s)
- Jean-Michel Pawlotsky
- National Reference Center for Viral Hepatitis B, C and Delta, Department of Virology, Hôpital Henri Mondor, Université Paris 12, Créteil, France; and INSERM U955, Créteil, France
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31
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Discovery and development of telaprevir: an NS3-4A protease inhibitor for treating genotype 1 chronic hepatitis C virus. Nat Biotechnol 2011; 29:993-1003. [PMID: 22068541 DOI: 10.1038/nbt.2020] [Citation(s) in RCA: 204] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Infection with hepatitis C virus (HCV) is a major medical problem with over 170 million people infected worldwide. Substantial morbidity and mortality are associated with hepatic manifestations (cirrhosis and hepatocellular carcinoma), which develop with increasing frequency in people infected with HCV for more than 20 years. Less well known is the burden of HCV disease associated with extrahepatic manifestations (diabetes, B-cell proliferative disorders, depression, cognitive disorders, arthritis and Sjögren's syndrome). For patients infected with genotype 1 HCV, treatment with polyethylene glycol decorated interferon (peginterferon) α and ribavirin (PR) is associated with a low (40-50%) success rate, substantial treatment-limiting side effects and a long (48-week) duration of treatment. In the past 15 years, major scientific advances have enabled the development of new classes of HCV therapy, the direct-acting antiviral agents, also known as specifically targeted antiviral therapy for hepatitis C (STAT-C). In combination with PR, the HCV NS3-4A protease inhibitor telaprevir has recently been approved for treatment of genotype 1 chronic HCV in the United States, Canada, European Union and Japan. Compared with PR, telaprevir combination therapy offers significantly improved viral cure rates and the possibility of shortened treatment duration for diverse patient populations. Developers of innovative drugs have to blaze a new path with few validated sign posts to guide the way. Indeed, telaprevir's development was once put on hold because of its performance in a standard IC(50) assay. Data from new hypotheses and novel experiments were required to justify further investment and reduce risk that the drug might fail in the clinic. In addition, the poor drug-like properties of telaprevir were a formidable hurdle, which the manufacturing and formulation teams had to overcome to make the drug. Finally, novel clinical trial designs were developed to improve efficacy and shorten treatment in parallel instead of sequentially. Lessons learned from the development of telaprevir suggest that makers of innovative medicines cannot rely solely on traditional drug discovery metrics, but must develop innovative, scientifically guided pathways for success.
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32
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In vitro resistance profile of the hepatitis C virus NS3 protease inhibitor BI 201335. Antimicrob Agents Chemother 2011; 56:569-72. [PMID: 22024816 DOI: 10.1128/aac.05166-11] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The in vitro resistance profile of BI 201335 was evaluated through selection and characterization of variants in genotype 1a (GT 1a) and genotype 1b (GT 1b) replicons. NS3 R155K and D168V were the most frequently observed resistant variants. Phenotypic characterization of the mutants revealed shifts in sensitivity specific to BI 201335 that did not alter susceptibility to alpha interferon. In contrast to macrocyclic and covalent protease inhibitors, changes at V36, T54, F43, and Q80 did not confer resistance to BI 201335.
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Klibanov OM, Williams SH, Smith LS, Olin JL, Vickery SB. Telaprevir: A Novel NS3/4 Protease Inhibitor for the Treatment of Hepatitis C. Pharmacotherapy 2011; 31:951-74. [DOI: 10.1592/phco.31.10.951] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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34
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Abstract
The nucleotide sequence diversity present among hepatitis C virus (HCV) isolates allows rapid adjustment to exterior forces including host immunity and drug therapy. This viral response reflects a combination of a high rate of replication together with an error-prone RNA-dependent RNA polymerase, providing for the selection and proliferation of the viruses with the highest fitness. We examined HCV subtype 1a whole-genome sequences to identify positions contributing to genotypic and phenotypic diversity. Phylogenetic tree reconstructions showed two distinct clades existing within the 1a subtype with each clade having a star-like tree topology and lacking definite correlation between time or place of isolation and phylogeny. Identification of significant phylogenetically informative sites at the nucleotide level revealed positions not only contributing to clade differentiation, but which are located at or proximal to codons associated with resistance to protease inhibitors (NS3 Q41) or polymerase inhibitors (NS5B S368). Synonymous/nonsynonymous substitution mutation analyses revealed that the majority of nucleotide mutations yielded synonymous amino acids, indicating the presence of purifying selection pressure across the polyprotein with pockets of positive selection also being detected. Despite evidence for divergence at several loci, certain 1a characteristics were preserved including the length of the alternative reading frame/F protein (ARF/F) gene, and a subtype 1a-specific phosphorylation site in NS5A (S349). Our analysis suggests that there may be strain-specific differences in the development of antiviral resistance to viruses infecting patients who are dependent on the genetic variation separating these two clades.
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Affiliation(s)
- B E Pickett
- Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL, USA
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35
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Abstract
This article introduces one of the most diverse classes of direct-acting antivirals for hepatitis C, the nucleoside and non-nucleoside NS5B polymerase inhibitors. Through a systematic review of the published literature, we describe their structure, mechanism of action, issues with resistance, and clinical effectiveness shown in the latest clinical trials. Direct-acting antiviral combination trials that have already shown some early promising results even in the setting of interferon-sparing antiviral regimens are discussed.
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36
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Halfon P, Locarnini S. Hepatitis C virus resistance to protease inhibitors. J Hepatol 2011; 55:192-206. [PMID: 21284949 DOI: 10.1016/j.jhep.2011.01.011] [Citation(s) in RCA: 251] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2010] [Revised: 01/20/2011] [Accepted: 01/20/2011] [Indexed: 12/17/2022]
Abstract
Recent advances in molecular biology have led to the development of novel small molecules that target specific viral proteins of the hepatitis C virus (HCV) life cycle. These drugs, collectively termed directly acting antivirals (DAA) against HCV, include a range of non-structural (NS) 3/NS4A protease, NS5B polymerase, and NS5A inhibitors at various stages of clinical development. The rapid replication rate of HCV, along with the low fidelity of its polymerase, gives rise to generations of mutations throughout the viral genome resulting in remarkable sequence variation in the HCV population, known as a quasispecies. The efficacy of DAAs is limited by the presence of those mutations that give rise to amino-acid substitutions within the targeted protein, and that affect the viral sensitivity to these compounds. Thus, due to the high genetic variability of HCV, variants with reduced susceptibility to DAA can occur naturally even before treatment begins, but usually at low levels. Not surprisingly then, these changes are selected in patients either breaking through or not responding to potent DAA treatment. In vitro or in vivo, six major position mutations in the NS3 HCV protease (36, 54, 155, 156, 168, and 170) have now been reported associated with different levels of resistance. The amino acid composition at several of the drug resistance sites can vary between the HCV genotypes/subtypes, resulting in different consensus amino acids leading to a reduction in replicative fitness as well as reduced DAA sensitivity. Different amino acid diversity profiles for HCV genotypes/subtypes suggest differences in the position/type of immune escape and drug resistance mutations. Also, different pathways of resistance profiles based on the chemical scaffold (linear or macrocyclic) of the protease inhibitors have been described. This review first describes how resistance to a protease inhibitor can develop and then provides an overview of the mechanism of how particular mutations confer varying levels of resistance to protease inhibitor, which have been identified and characterized using both genotypic and phenotypic tools. Future potential therapeutic strategies to assist patients who do develop resistance to protease inhibitors are also outlined. The challenge developing new HCV protease inhibitors should take into consideration not only the antiviral potency of the drugs, the occurrence and importance of side effects, the frequency of oral administration, but also the resistance profiles of these agents.
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Affiliation(s)
- Philippe Halfon
- Virological Departement Laboratoire Alphabio, Hôpital Ambroise Paré, Marseille, France.
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37
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Colson P, Gérolami R. Two Years’ Persistence of Naturally Present Substitution R155K Within Hepatitis C Virus NS3 Protease in the Absence of Protease Inhibitor–based Therapy. J Infect Dis 2011; 203:1341-2; author reply 1342-3. [DOI: 10.1093/infdis/jir021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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38
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Bruno R, Cima S, Maiocchi L, Sacchi P. Forthcoming challenges in the management of direct-acting antiviral agents (DAAs) for hepatitis C. Dig Liver Dis 2011; 43:337-44. [PMID: 20980211 DOI: 10.1016/j.dld.2010.09.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Accepted: 09/09/2010] [Indexed: 12/11/2022]
Abstract
Agents that specifically target the replication cycle of the virus direct-acting antiviral agents (DAAs) by directly inhibiting the NS3/4A serine protease, the NS5B polymerase and NS5A are currently in clinical development. The need to achieve serum drug concentrations able to suppress viral replication is a key factor for a successful antiviral therapy and the prevention of resistance. Thus pharmacokinetics parameters became important issues for drugs used in the therapy of hepatitis C. The ratio of C(min)/IC(50) (inhibitory quotient or IQ) can provide a surrogate measure of a drug's ability to suppress HCV replication, by taking into account the relationship between plasma drug levels and viral susceptibility to the drug. Ritonavir boosting may be a useful strategy to improve pharmacokinetic parameters. Characterising resistance to DAAs in clinical trials is essential for the management of a drug regimen to reduce the development of resistance and thereby maximise SVR rate. The lesson of HIV therapy, provide a compelling case for the exploration of combinations of direct-acting antiviral agents.
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Affiliation(s)
- Raffaele Bruno
- Department of Infectious Diseases, Foundation IRCCS San Matteo Hospital - University of Pavia, Pavia, Italy.
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Kwong AD, Najera I, Bechtel J, Bowden S, Fitzgibbon J, Harrington P, Kempf D, Kieffer TL, Koletzki D, Kukolj G, Lim S, Pilot-Matias T, Lin K, Mani N, Mo H, O'Rear J, Otto M, Parkin N, Pawlotsky JM, Petropoulos C, Picchio G, Ralston R, Reeves JD, Schooley RT, Seiwert S, Standring D, Stuyver L, Sullivan J, Miller V. Sequence and phenotypic analysis for resistance monitoring in hepatitis C virus drug development: recommendations from the HCV DRAG. Gastroenterology 2011; 140:755-60. [PMID: 21255574 DOI: 10.1053/j.gastro.2011.01.029] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Ann D Kwong
- Vertex Pharmaceuticals, Inc, Cambridge, Massachusetts, USA
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Selection of clinically relevant protease inhibitor-resistant viruses using the genotype 2a hepatitis C virus infection system. Antimicrob Agents Chemother 2011; 55:2197-205. [PMID: 21357305 DOI: 10.1128/aac.01382-10] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Treatment of patients infected with hepatitis C virus (HCV) with direct acting antivirals can lead to the emergence of drug-resistant variants that may pose a long-term threat to viral eradication. HCV replicons have been used to select resistance mutations; however, genotype 2a JFH-1-based viruses provide the opportunity to perform resistance selection in a bona fide infection system. In this study, we used a tissue culture-adapted J6/JFH-1 virus to select resistance to the NS3 protease inhibitors BILN-2061 and VX-950. Lunet-CD81 cells were infected with J6/JFH-1 virus and maintained in the presence of inhibitors until high-titer viral supernatant was produced. Viral supernatants were passaged over naive cells at escalating drug concentrations, and the resulting viruses were then characterized. Three NS3 resistance mutations were identified in BILN-2061-resistant viruses: A156G, D168A, and D168V. Interestingly, D168A, D168V, and A156T/V, but not A156G, were selected in parallel using a genotype 2a replicon. For VX-950, the T54A and A156S NS3 resistance mutations were identified in the virus selections, whereas only A156T/V emerged in genotype 2a replicon selections. Of note, VX-950 resistance mutations selected using the 2a virus (T54A and A156S) were also observed during VX-950 clinical studies in genotype 2 patients. We also performed viral fitness evaluations and determined that the mutations selected in the viral system did not confer marked reductions in virus production kinetics or peak titers. Overall, the HCV infection system is an efficient tool for drug resistance selections and has advantages for the rapid identification and characterization of clinically relevant resistance mutations.
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Shimakami T, Welsch C, Yamane D, McGivern D, Yi M, Zeuzem S, Lemon SM. Protease inhibitor-resistant hepatitis C virus mutants with reduced fitness from impaired production of infectious virus. Gastroenterology 2011; 140:667-75. [PMID: 21056040 PMCID: PMC3155954 DOI: 10.1053/j.gastro.2010.10.056] [Citation(s) in RCA: 124] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2010] [Revised: 10/17/2010] [Accepted: 10/28/2010] [Indexed: 01/02/2023]
Abstract
BACKGROUND & AIMS Several small molecule inhibitors of the hepatitis C virus (HCV) nonstructural protein (NS) 3/4A protease have advanced successfully to clinical trials. However, the selection of drug-resistant mutants is a significant issue with protease inhibitors (PIs). A variety of amino acid substitutions in the protease domain of NS3 can lead to PI resistance. Many of these significantly impair the replication fitness of HCV RNA replicons. However, it is not known whether these mutations also adversely affect infectious virus assembly and release, processes in which NS3 also participates. METHODS We studied the impact of 25 previously identified PI-resistance mutations on the capacity of genotype 1a H77S RNA to replicate in cell culture and produce infectious virus. RESULTS Most PI-resistance mutations resulted in moderate loss of replication competence, although several (V36A/L/M, R109K, and D168E) showed fitness comparable to wild type, whereas others (S138T and A156V) were severely impaired both in RNA replication and infectious virus production. Although reductions in RNA replication capacity correlated with decreased yields of infectious virus for most mutations, a subset of mutants (Q41R, F43S, R155T, A156S, and I170A/T) showed greater impairment in their ability to produce virus than predicted from reductions in RNA replication capacity. Detailed examination of the I170A mutant showed no defect in release of virus from cells and no significant difference in specific infectivity of extracellular virus particles. CONCLUSIONS Replicon-based assays might underestimate the loss of fitness caused by PI-resistance mutations, because some mutations in the NS3 protease domain specifically impair late steps in the viral life cycle that involve intracellular assembly of infectious virus.
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Affiliation(s)
- Tetsuro Shimakami
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, and the Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Christoph Welsch
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, and the Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA,Department of Internal Medicine, Johann Wolfgang Goethe-University, 60590 Frankfurt/Main,Max Planck Institute for Informatics, Computational Biology, and Applied Algorithmics, 66123 Saarbrücken, Germany
| | - Daisuke Yamane
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, and the Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - David McGivern
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, and the Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - MinKyung Yi
- Institute for Human Infections & Immunity and the Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, Texas, 77555-0610 USA
| | - Stefan Zeuzem
- Department of Internal Medicine, Johann Wolfgang Goethe-University, 60590 Frankfurt/Main
| | - Stanley M. Lemon
- Division of Infectious Diseases, Department of Medicine, Inflammatory Diseases Institute, and the Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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Drug resistance against HCV NS3/4A inhibitors is defined by the balance of substrate recognition versus inhibitor binding. Proc Natl Acad Sci U S A 2010; 107:20986-91. [PMID: 21084633 DOI: 10.1073/pnas.1006370107] [Citation(s) in RCA: 145] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Hepatitis C virus infects an estimated 180 million people worldwide, prompting enormous efforts to develop inhibitors targeting the essential NS3/4A protease. Resistance against the most promising protease inhibitors, telaprevir, boceprevir, and ITMN-191, has emerged in clinical trials. In this study, crystal structures of the NS3/4A protease domain reveal that viral substrates bind to the protease active site in a conserved manner defining a consensus volume, or substrate envelope. Mutations that confer the most severe resistance in the clinic occur where the inhibitors protrude from the substrate envelope, as these changes selectively weaken inhibitor binding without compromising the binding of substrates. These findings suggest a general model for predicting the susceptibility of protease inhibitors to resistance: drugs designed to fit within the substrate envelope will be less susceptible to resistance, as mutations affecting inhibitor binding would simultaneously interfere with the recognition of viral substrates.
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43
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Powdrill MH, Bernatchez JA, Götte M. Inhibitors of the Hepatitis C Virus RNA-Dependent RNA Polymerase NS5B. Viruses 2010; 2:2169-2195. [PMID: 21994615 PMCID: PMC3185568 DOI: 10.3390/v2102169] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Revised: 09/06/2010] [Accepted: 09/06/2010] [Indexed: 12/26/2022] Open
Abstract
More than 20 years after the identification of the hepatitis C virus (HCV) as a novel human pathogen, the only approved treatment remains a combination of pegylated interferon-α and ribavirin. This rather non-specific therapy is associated with severe side effects and by far not everyone benefits from treatment. Recently, progress has been made in the development of specifically targeted antiviral therapy for HCV (STAT-C). A major target for such direct acting antivirals (DAAs) is the HCV RNA-dependent RNA polymerase or non-structural protein 5B (NS5B), which is essential for viral replication. This review will examine the current state of development of inhibitors targeting the polymerase and issues such as the emergence of antiviral resistance during treatment, as well as strategies to address this problem.
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Affiliation(s)
- Megan H. Powdrill
- McGill University, Department of Microbiology and Immunology, 3775 University Room D6, Montreal Quebec, H3A2B4, Canada; E-Mail:
| | - Jean A. Bernatchez
- McGill University, Department of Biochemistry, 3775 University Room D6, Montreal Quebec, H3A2B4, Canada; E-Mail:
| | - Matthias Götte
- McGill University, Department of Microbiology and Immunology, 3775 University Room D6, Montreal Quebec, H3A2B4, Canada; E-Mail:
- McGill University, Department of Biochemistry, 3775 University Room D6, Montreal Quebec, H3A2B4, Canada; E-Mail:
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44
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Rong L, Dahari H, Ribeiro RM, Perelson AS. Rapid emergence of protease inhibitor resistance in hepatitis C virus. Sci Transl Med 2010; 2:30ra32. [PMID: 20445200 DOI: 10.1126/scitranslmed.3000544] [Citation(s) in RCA: 307] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
About 170 million people worldwide are infected with hepatitis C virus (HCV). The current standard therapy leads to sustained viral elimination in only approximately 50% of the treated patients. Telaprevir, an HCV protease inhibitor, has substantial antiviral activity in patients with chronic HCV infection. However, in clinical trials, drug-resistant variants emerge at frequencies of 5 to 20% of the total virus population as early as the second day after the beginning of treatment. Here, using probabilistic and viral dynamic models, we show that such rapid emergence of drug resistance is expected. We calculate that all possible single- and double-mutant viruses preexist before treatment and that one additional mutation is expected to arise during therapy. Examining data from a clinical trial of telaprevir therapy for HCV infection in detail, we show that our model fits the observed dynamics of both drug-sensitive and drug-resistant viruses and argue that therapy with only direct antivirals will require drug combinations that have a genetic barrier of four or more mutations.
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Affiliation(s)
- Libin Rong
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
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45
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Akuta N, Suzuki F, Hirakawa M, Kawamura Y, Yatsuji H, Sezaki H, Suzuki Y, Hosaka T, Kobayashi M, Kobayashi M, Saitoh S, Arase Y, Ikeda K, Chayama K, Nakamura Y, Kumada H. Amino acid substitution in hepatitis C virus core region and genetic variation near the interleukin 28B gene predict viral response to telaprevir with peginterferon and ribavirin. Hepatology 2010; 52:421-9. [PMID: 20648473 DOI: 10.1002/hep.23690] [Citation(s) in RCA: 220] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
UNLABELLED Genetic variation near the IL28B gene and substitution of amino acid (aa) 70 and 91 in the core region of hepatitis C virus (HCV) genotype 1b can predict the response to pegylated interferon (PEG-IFN)/ribavirin combination therapy, but its impact on triple therapy of telaprevir/PEG-IFN/ribavirin is not clear. The aims of this study were to investigate the predictive factors of sustained virological response to a 12-week or 24-week regimen of triple therapy in 72 of 81 Japanese adults infected with HCV genotype 1. Overall, sustained virological response and end-of-treatment response were achieved by 61% and 89%, respectively. Especially, the sustained virological response was achieved by 45% and 67% in the 12- and 24-week regimens, respectively. Multivariate analysis identified rs8099917 near the IL28B gene (genotype TT) and substitution at aa 70 (Arg70) as significant determinants of sustained virological response. Prediction of response to therapy based on a combination of these factors had high sensitivity, specificity, and positive and negative predictive values. The efficacy of triple therapy was high in the patients with genotype TT, who accomplished sustained virological response (84%), irrespective of substitution of core aa 70. In the patients having genotype non-TT, those of Arg70 gained high sustained virological response (50%), and sustained virological response (12%) was the worst in patients who possessed both genotype non-TT and Gln70(His70). CONCLUSION This study identified genetic variation near the IL28B gene and aa substitution of the core region as predictors of sustained virological response to a triple therapy of telaprevir/PEG-IFN/ribavirin in Japanese patients infected with HCV genotype 1b.
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Affiliation(s)
- Norio Akuta
- Department of Hepatology, Toranomon Hospital, Tokyo, Japan.
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46
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Salloum S, Kluge SF, Kim AY, Roggendorf M, Timm J. The resistance mutation R155K in the NS3/4A protease of hepatitis C virus also leads the virus to escape from HLA-A*68-restricted CD8 T cells. Antiviral Res 2010; 87:272-5. [PMID: 20488208 DOI: 10.1016/j.antiviral.2010.05.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2009] [Revised: 05/06/2010] [Accepted: 05/12/2010] [Indexed: 12/31/2022]
Abstract
The NS3/4A serine protease of the hepatitis C virus (HCV) is one of the most attractive targets for specific antiviral agents. However, mutations conferring resistance may decrease the efficacy of these drugs. Although the level of resistance associated with specific mutations differs between different compounds, substitutions R155K and A156T reduce susceptibility to all protease inhibitors published so far. Interestingly, variants harboring the resistant mutation R155K were also detected as the predominant quasispecies in some treatment-naïve patients. Of note, key positions for resistance overlap with the HLA-A*68-restricted epitope HAVGIFRAAV(1175-1184). The aim of our study was to analyze the impact of protease inhibitor resistance mutations on the replication level and the antiviral CD8 T cell response against this HCV epitope. Our findings suggest that the R155K variant is associated with a relatively high replication level and with a substantial loss of cross-recognition by specific CD8 T cells targeting the epitope HAVGIFRAAV(1175-1184), providing a possible explanation for its existence in the absence of drug selection pressure.
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Affiliation(s)
- Shadi Salloum
- Institute for Virology, University of Duisburg-Essen, Virchowstrasse 179, 45147 Essen, Germany
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47
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Akuta N, Suzuki F, Hirakawa M, Kawamura Y, Yatsuji H, Sezaki H, Suzuki Y, Hosaka T, Kobayashi M, Kobayashi M, Saitoh S, Arase Y, Ikeda K, Kumada H. Amino acid substitutions in the hepatitis C virus core region of genotype 1b affect very early viral dynamics during treatment with telaprevir, peginterferon, and ribavirin. J Med Virol 2010; 82:575-82. [PMID: 20166188 DOI: 10.1002/jmv.21741] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Substitution of amino acid (aa) 70 and 91 in the core region of hepatitis C virus (HCV) genotype 1b can predict the response to pegylated interferon (PEG-IFN)/ribavirin combination therapy, but its impact on triple therapy of telaprevir/PEG-IFN/ribavirin is not clear. The aims of this study were to investigate the rate of HCV RNA loss following 12-week triple therapy, and determine the effect of aa substitutions on very early (within 48 hr) viral dynamics. Sixty-seven patients infected with HCV genotype 1b (HCV-1b) and high viral load who received 12-week triple therapy were studied. RNA loss could be achieved in 2%, 34%, 80%, 92%, 95%, 94%, and 90% of the patients after 1, 2, 4, 6, 8, 10, and 12 weeks of triple therapy, respectively. After 24-hr treatment, the proportion of patients with Arg70 and Leu91 substitutions with > or = 3.0 log fall in HCV RNA was significantly higher than those with < 3.0 log fall (P = 0.008). However, the aa substitution patterns in the core region did not influence the fall in HCV RNA after 48-hr treatment. Multivariate analysis identified substitutions of aa 70 and 91 (P = 0.014) and level of viremia at baseline (> or = 7.0 log IU/ml; P = 0.085) as independent parameters that determined the > or = 3.0 log fall in HCV RNA level after 24-hr triple therapy. It is concluded that 12-week triple therapy achieved high rates of loss of HCV RNA in Japanese patients infected with HCV-1b and high viral load, and that the aa substitution pattern in the core region seems to influence very early viral dynamics.
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Affiliation(s)
- Norio Akuta
- Department of Hepatology, Toranomon Hospital, Tokyo, Japan.
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48
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Adiwijaya BS, Herrmann E, Hare B, Kieffer T, Lin C, Kwong AD, Garg V, Randle JCR, Sarrazin C, Zeuzem S, Caron PR. A multi-variant, viral dynamic model of genotype 1 HCV to assess the in vivo evolution of protease-inhibitor resistant variants. PLoS Comput Biol 2010; 6:e1000745. [PMID: 20419154 PMCID: PMC2855330 DOI: 10.1371/journal.pcbi.1000745] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2009] [Accepted: 03/17/2010] [Indexed: 12/29/2022] Open
Abstract
Variants resistant to compounds specifically targeting HCV are observed in clinical trials. A multi-variant viral dynamic model was developed to quantify the evolution and in vivo fitness of variants in subjects dosed with monotherapy of an HCV protease inhibitor, telaprevir. Variant fitness was estimated using a model in which variants were selected by competition for shared limited replication space. Fitness was represented in the absence of telaprevir by different variant production rate constants and in the presence of telaprevir by additional antiviral blockage by telaprevir. Model parameters, including rate constants for viral production, clearance, and effective telaprevir concentration, were estimated from 1) plasma HCV RNA levels of subjects before, during, and after dosing, 2) post-dosing prevalence of plasma variants from subjects, and 3) sensitivity of variants to telaprevir in the HCV replicon. The model provided a good fit to plasma HCV RNA levels observed both during and after telaprevir dosing, as well as to variant prevalence observed after telaprevir dosing. After an initial sharp decline in HCV RNA levels during dosing with telaprevir, HCV RNA levels increased in some subjects. The model predicted this increase to be caused by pre-existing variants with sufficient fitness to expand once available replication space increased due to rapid clearance of wild-type (WT) virus. The average replicative fitness estimates in the absence of telaprevir ranged from 1% to 68% of WT fitness. Compared to the relative fitness method, the in vivo estimates from the viral dynamic model corresponded more closely to in vitro replicon data, as well as to qualitative behaviors observed in both on-dosing and long-term post-dosing clinical data. The modeling fitness estimates were robust in sensitivity analyses in which the restoration dynamics of replication space and assumptions of HCV mutation rates were varied.
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Affiliation(s)
- Bambang S Adiwijaya
- Vertex Pharmaceuticals Incorporated, Cambridge, Massachusetts, United States of America.
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49
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Sarrazin C, Zeuzem S. Resistance to direct antiviral agents in patients with hepatitis C virus infection. Gastroenterology 2010; 138:447-62. [PMID: 20006612 DOI: 10.1053/j.gastro.2009.11.055] [Citation(s) in RCA: 436] [Impact Index Per Article: 31.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2009] [Revised: 11/11/2009] [Accepted: 11/12/2009] [Indexed: 12/11/2022]
Abstract
Chronic hepatitis C virus (HCV) infection is one of the major causes of cirrhosis, hepatocellular carcinoma, and liver failure that leads to transplantation. The current standard treatment, a combination of pegylated interferon alfa and ribavirin, eradicates the virus in only about 50% of patients. Directly acting antiviral (DAA) agents, which inhibit HCV replication, are in phase 1, 2, and 3 trials; these include reagents that target the nonstructural (NS)3 protease, the NS5A protein, the RNA-dependent RNA-polymerase NS5B, as well as compounds that directly inhibit HCV replication through interaction with host cell proteins. Because of the high genetic heterogeneity of HCV and its rapid replication, monotherapy with DAA agents poses a high risk for selection of resistant variants. We review the parameters that determine resistance, genotypic and phenotypic resistance profiles of DAA agents, and strategies to avoid the selection of resistant variants.
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Affiliation(s)
- Christoph Sarrazin
- J. W. Goethe-University Hospital, Medizinische Klinik 1, Frankfurt am Main, Germany.
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50
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Kieffer TL, Kwong AD, Picchio GR. Viral resistance to specifically targeted antiviral therapies for hepatitis C (STAT-Cs). J Antimicrob Chemother 2009; 65:202-12. [DOI: 10.1093/jac/dkp388] [Citation(s) in RCA: 101] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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