101
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Mayer BT, Srinivasan S, Fiedler TL, Marrazzo JM, Fredricks DN, Schiffer JT. Rapid and Profound Shifts in the Vaginal Microbiota Following Antibiotic Treatment for Bacterial Vaginosis. J Infect Dis 2015; 212:793-802. [PMID: 25676470 DOI: 10.1093/infdis/jiv079] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 02/04/2015] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Bacterial vaginosis (BV) is a common polymicrobial disease associated with numerous negative reproductive health outcomes, including an increased risk of human immunodeficiency virus acquisition. BV is treatable with antibiotics, but relapse is common. A more detailed understanding of bacterial dynamics during antibiotic therapy for BV could identify conditions that favor establishment, maintenance, and eradication of BV-associated bacterial species, thereby improving treatment outcomes. METHODS We used mathematical models to analyze daily quantitative measurements of 11 key bacterial species during metronidazole treatment for 15 cases of BV. RESULTS We identified complete reorganization of vaginal bacterial composition within a day of initiating therapy. Although baseline bacterial levels predicted a longer time to clearance, all anaerobic species were eliminated rapidly within a median of 3 days. However, reemergence of BV-associated species was common following treatment cessation. Gardnerella vaginalis, a facultative anaerobe, was cleared more slowly than anaerobic BV-associated species, and levels of G. vaginalis often rebounded during treatment. We observed gradual Lactobacillus species growth, indicating that untargeted microbes fill the transient vacuum formed during treatment. CONCLUSIONS Under antibiotic pressure, the human microbiome can undergo rapid shifts on a scale of hours. When treatment is stopped, BV-associated bacteria quickly reemerge, suggesting a possible role for intermittent prophylactic treatment.
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Affiliation(s)
| | | | | | | | - David N Fredricks
- Vaccine and Infectious Disease Division Clinical Research Division, Fred Hutchinson Cancer Research Center Department of Medicine Department of Microbiology, University of Washington, Seattle
| | - Joshua T Schiffer
- Vaccine and Infectious Disease Division Clinical Research Division, Fred Hutchinson Cancer Research Center Department of Medicine
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102
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Cento V, Di Paolo D, Di Carlo D, Micheli V, Tontodonati M, De Leonardis F, Aragri M, Antonucci FP, Di Maio VC, Mancon A, Lenci I, Manunta A, Taliani G, Di Biagio A, Nicolini LA, Nosotti L, Sarrecchia C, Siciliano M, Landonio S, Pellicelli A, Gasbarrini A, Vecchiet J, Magni CF, Babudieri S, Mura MS, Andreoni M, Parruti G, Rizzardini G, Angelico M, Perno CF, Ceccherini-Silberstein F. Hepatitis C virus RNA levels at week-2 of telaprevir/boceprevir administration are predictive of virological outcome. Dig Liver Dis 2015; 47:157-63. [PMID: 25544656 DOI: 10.1016/j.dld.2014.11.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 11/12/2014] [Accepted: 11/18/2014] [Indexed: 12/11/2022]
Abstract
BACKGROUND Triple therapy with telaprevir/boceprevir + pegylated-interferon+ribavirin can achieve excellent antiviral efficacy, but it can be burdened with resistance development at failure. AIMS To evaluate kinetics of hepatitis C virus (HCV) RNA decay and early resistance development, in order to promptly identify patients at highest risk of failure to first generation protease inhibitors. METHODS HCV-RNA was prospectively quantified in 158 patients receiving pegylated-interferon+ribavirin+telaprevir (N = 114) or+boceprevir (N = 44), at early time-points and during per protocol follow-up. Drug resistance was contextually evaluated by population sequencing. RESULTS HCV-RNA at week-2 was significantly higher in patients experiencing virological failure to triple-therapy than in patients with sustained viral response (2.3 [1.9-2.8] versus 1.2 [0.3-1.7]log IU/mL, p < 0.001). A 100 IU/mL cut-off value for week-2 HCV-RNA had the highest sensitivity (86%) in predicting virological success. Indeed, 23/23 (100%) patients with undetectable HCV-RNA reached success, versus 26/34 (76.5%) patients with HCV-RNA<100 IU/mL, and only 11/31 (35.5%) with HCV-RNA > 100 IU/mL (p < 0.001). Furthermore, differently from failing patients, none of the patient with undetectable HCV-RNA at week-2 had baseline/early resistance. CONCLUSIONS With triple therapy based on first generation protease inhibitors, suboptimal HCV-RNA decay at week-2 combined with early detection of resistance can help identifying patients with higher risk of virological failure, thus requiring a closer monitoring during therapy.
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Affiliation(s)
- Valeria Cento
- Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome, Italy
| | - Daniele Di Paolo
- Hepatology Unit, University Hospital of Rome "Tor Vergata", Rome, Italy
| | - Domenico Di Carlo
- Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome, Italy
| | | | - Monica Tontodonati
- Infectious Disease Clinic, Chieti, Italy; Infectious Disease Unit, Pescara General Hospital, Pescara, Italy
| | | | - Marianna Aragri
- Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome, Italy
| | | | - Velia Chiara Di Maio
- Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome, Italy
| | | | - Ilaria Lenci
- Hepatology Unit, University Hospital of Rome "Tor Vergata", Rome, Italy
| | - Alessandra Manunta
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, University of Sassari, Italy
| | | | | | | | - Lorenzo Nosotti
- Hepatology Unit, National Institute of Health, Migration and Poverty, Rome, Italy
| | - Cesare Sarrecchia
- Infectious Disease, University Hospital of Rome "Tor Vergata", Rome, Italy
| | | | - Simona Landonio
- Division of Infectious Disease, Hospital Sacco of Milan, Milan, Italy
| | | | | | | | | | - Sergio Babudieri
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, University of Sassari, Italy
| | - Maria Stella Mura
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, University of Sassari, Italy
| | - Massimo Andreoni
- Infectious Disease, University Hospital of Rome "Tor Vergata", Rome, Italy
| | - Giustino Parruti
- Infectious Disease Unit, Pescara General Hospital, Pescara, Italy
| | | | - Mario Angelico
- Hepatology Unit, University Hospital of Rome "Tor Vergata", Rome, Italy
| | - Carlo Federico Perno
- Department of Experimental Medicine and Surgery, University of Rome "Tor Vergata", Rome, Italy
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103
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Ji H, Kozak RA, Biondi MJ, Pilon R, Vallee D, Liang BB, La D, Kim J, Van Domselaar G, Leonard L, Sandstrom P, Brooks J. Next generation sequencing of the hepatitis C virus NS5B gene reveals potential novel S282 drug resistance mutations. Virology 2015; 477:1-9. [PMID: 25600207 DOI: 10.1016/j.virol.2014.12.037] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 11/11/2014] [Accepted: 12/23/2014] [Indexed: 01/06/2023]
Abstract
Identifying HCV drug resistance mutations (DRMs) is increasingly important as new direct acting antiviral therapies (DAA) become available. Tagged pooled pyrosequencing (TPP) was originally developed as cost-effective approach for detecting low abundance HIV DRMs. Using 127 HCV-positive samples from a Canadian injection drug user cohort, we demonstrated the suitability and efficiency of TPP for evaluating DRMs in HCV NS5B gene. At a mutation identification threshold of 1%, no nucleoside inhibitor DRMs were detected among these DAA naïve subjects. Clinical NS5B resistance to non-nucleoside inhibitors and interferon/ribavirin was predicted to be low within this cohort. S282T mutation, the primary mutation selected by sofosbuvir in vitro, was not identified while S282G/C/R variants were detected in 9 subjects. Further characterization on these new S282 variants using in silico molecular modeling implied their potential association with resistance. Combining TPP with in silico analysis detects NS5B polymorphisms that may explain differences in treatment outcomes.
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Affiliation(s)
- Hezhao Ji
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - Robert A Kozak
- Department of Pathobiology, University of Guelph, Guelph, Canada
| | - Mia J Biondi
- Arthur Labatt Family School of Nursing, Western University, London, Canada
| | - Richard Pilon
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - Dominic Vallee
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - Ben Binhua Liang
- Bioinformatics Core, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - David La
- Bioinformatics Core, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - John Kim
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - Gary Van Domselaar
- Bioinformatics Core, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - Lynne Leonard
- Department of Epidemiology and Community Medicine, University of Ottawa, Ottawa, Canada
| | - Paul Sandstrom
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada
| | - James Brooks
- National HIV & Retrovirology Laboratories, National Microbiology Laboratory, Public Health Agency of Canada, Ottawa, Canada.
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104
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Abstract
Optimal therapy for patients with hepatitis C virus (HCV) genotype 4 (HCV-4) infection is changing rapidly, and the possibility of a total cure is near. The standard of care has been combination pegylated interferon (PEG-IFN)-ribavirin (RBV), with modest response rates and considerable adverse events. Since the introduction of sofosbuvir (SOF), simeprevir (SIM), and daclatasvir (DCV), the duration of treatment has been significantly shortened and response rates have increased. The recommended treatment for IFN-eligible patients is PEG-IFN/RBV plus SOF, SIM or DCV. In IFN ineligible patients, the optimal regimen is a 24-week course of SOF/RBV, or a 12-week course of SOF-SIM or SOF-DCV with or without RBV. The pipeline for patients with chronic HCV is highly active. IFN-free combinations with paritaprevir-ombitasvir, SOF-ledipasvir, or DCV-asunaprevir (ASV)-beclabuvir (BMS-791325) for 12 weeks or less with close to 100% cure rates will soon become the optimal therapy.
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Affiliation(s)
- Wael Abdel-Razek
- Hepatology Department, National Liver Institute, Menoufiya University, Menoufiya, Egypt
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105
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Peter J, Nelson DR. Optimal interferon-free therapy in treatment-experienced chronic hepatitis C patients. Liver Int 2015; 35 Suppl 1:65-70. [PMID: 25529089 DOI: 10.1111/liv.12718] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Over the past year, interferon (IFN) free dosing regimens have become available to treat chronic hepatitis C. Offering high rates of sustained virological response (SVR), short treatment and improved tolerability, IFN-free treatment now represents the paradigm for both treatment-naïve and -experienced patients. Patients with prior treatment failure, in particular those with cirrhosis, still represent some of the most difficult to treat, but the availability of multiple agents that can interrupt several steps of the HCV lifecycle affords providers and patients with options that can be combined and individually tailored to each patient's unique needs to obtain high rates of SVR.
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Affiliation(s)
- Joy Peter
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Florida, Gainesville, FL, USA
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106
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Chayama K, Mitsui F, Hayes CN. Optimizing triple therapy and IFN/RBV-free regimens for hepatitis C virus infection. Expert Rev Gastroenterol Hepatol 2015; 9:21-30. [PMID: 25220206 DOI: 10.1586/17474124.2015.960394] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Treatment of chronic hepatitis C virus infection has substantially improved following the advent of direct acting antiviral (DAA) agents. Although the first generation protease inhibitors telaprevir and boceprevir improved sustained viral response (SVR) rates, adverse events remain severe and immature termination of the therapy is frequent; however, intensive dose modification has improved completion and SVR rates. Interferon-free DAA combination therapies, such as asunaprevir and daclatasvir dual therapy are under development and promise higher SVR rates with fewer adverse events. Resistance monitoring and modification of DAA therapy based on pre-existing or de novo resistance variants should be considered. Future therapies are expected to have pan-genotypic activity with shorter duration and improved tolerability, even among cirrhotic and liver transplant patients.
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Affiliation(s)
- Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Applied Life Sciences, Institute of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima 734-8551, Japan
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107
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Abdel-Razek W, Waked I. Optimal Management of HCV Genotype 4. CURRENT HEPATOLOGY REPORTS 2014; 13:286-294. [DOI: 10.1007/s11901-014-0243-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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108
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Cashman SB, Marsden BD, Dustin LB. The Humoral Immune Response to HCV: Understanding is Key to Vaccine Development. Front Immunol 2014; 5:550. [PMID: 25426115 PMCID: PMC4226226 DOI: 10.3389/fimmu.2014.00550] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Accepted: 10/16/2014] [Indexed: 12/15/2022] Open
Abstract
Hepatitis C virus (HCV) remains a global problem, despite advances in treatment. The low cost and high benefit of vaccines have made them the backbone of modern public health strategies, and the fight against HCV will not be won without an effective vaccine. Achievement of this goal will benefit from a robust understanding of virus-host interactions and protective immunity in HCV infection. In this review, we summarize recent findings on HCV-specific antibody responses associated with chronic and spontaneously resolving human infection. In addition, we discuss specific epitopes within HCV's envelope glycoproteins that are targeted by neutralizing antibodies. Understanding what prompts or prevents a successful immune response leading to viral clearance or persistence is essential to designing a successful vaccine.
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Affiliation(s)
- Siobhán B Cashman
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, University of Oxford , Oxford , UK
| | - Brian D Marsden
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, University of Oxford , Oxford , UK ; Nuffield Department of Medicine, Structural Genomics Consortium, University of Oxford , Oxford , UK
| | - Lynn B Dustin
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, University of Oxford , Oxford , UK
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109
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Ippolito G, Antonelli G, Capobianchi M, Lanini S. Hepatitis C virus treatment revolution: need for close monitoring. Clin Microbiol Infect 2014; 20:O790-1. [DOI: 10.1111/1469-0691.12693] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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110
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Dickinson BC, Packer MS, Badran AH, Liu DR. A system for the continuous directed evolution of proteases rapidly reveals drug-resistance mutations. Nat Commun 2014; 5:5352. [PMID: 25355134 PMCID: PMC4215169 DOI: 10.1038/ncomms6352] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2014] [Accepted: 09/19/2014] [Indexed: 12/11/2022] Open
Abstract
The laboratory evolution of protease enzymes has the potential to generate proteases with therapeutically relevant specificities, and to assess the vulnerability of protease inhibitor drug candidates to the evolution of drug resistance. Here we describe a system for the continuous directed evolution of proteases using phage-assisted continuous evolution (PACE) that links the proteolysis of a target peptide to phage propagation through a protease-activated RNA polymerase (PA-RNAP). We use protease PACE in the presence of danoprevir or asunaprevir, two hepatitis C virus (HCV) protease inhibitor drug candidates in clinical trials, to continuously evolve HCV protease variants that exhibit up to 30-fold drug resistance in only 1 to 3 days of PACE. The predominant mutations evolved during PACE are mutations observed to arise in human patients treated with danoprevir or asunaprevir, demonstrating that protease PACE can rapidly identify the vulnerabilities of drug candidates to the evolution of clinically relevant drug resistance.
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Affiliation(s)
- Bryan C Dickinson
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford St, Cambridge, Massachusetts 02138, USA
| | - Michael S Packer
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford St, Cambridge, Massachusetts 02138, USA
| | - Ahmed H Badran
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford St, Cambridge, Massachusetts 02138, USA
| | - David R Liu
- 1] Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford St, Cambridge, Massachusetts 02138, USA [2] Howard Hughes Medical Institute, Harvard University, 12 Oxford St, Cambridge, Massachusetts 02138, USA
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111
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Stirnimann G. Ombitasvir (ABT-267), a novel NS5A inhibitor for the treatment of hepatitis C. Expert Opin Pharmacother 2014; 15:2609-22. [PMID: 25347030 DOI: 10.1517/14656566.2014.972364] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Chronic hepatitis C infection is a global disease with 160 million people infected worldwide. Until recently, therapy was characterized by long duration, suboptimal success rates and significant adverse drug reactions. The development of direct-acting antivirals initiated a dramatic change in the treatment of hepatitis C. AREAS COVERED This review covers the development of the novel NS5A inhibitor ombitasvir (ABT-267) and its clinical evaluation in Phase I to III trials as monotherapy and in combination with the NS3/4A inhibitor ABT-450/r and the non-nucleoside NS5B inhibitor dasabuvir (ABT-333) ± ribavirin. EXPERT OPINION Ombitasvir (ABT-267) is a potent inhibitor of the hepatitis C virus protein NS5A, has favorable pharmacokinetic characteristics and is active in the picomolar range against genotype 1 - 6. In patients with genotype 1 and 4, 12-week combination treatment with ombitasvir, dasabuvir and ABT-450/r plus ribavirin was highly effective and resulted in 12-week sustained virological response rates higher than 95% in treatment-naöve and treatment-experienced patients. In liver transplant recipients with genotype 1 hepatitis C, success rates in the same range can be expected after 24 weeks of treatment according to preliminary trial results. Genotype 1a patients with compensated cirrhosis who were prior nonresponders benefit from a treatment duration of 24 weeks.
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Affiliation(s)
- Guido Stirnimann
- University Clinic for Visceral Surgery and Medicine, Inselspital, Hepatology , Bern , Switzerland +41 31 632 47 13 ; +41 31 632 74 89 ;
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112
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Canini L, Chatterjee A, Guedj J, Lemenuel-Diot A, Brennan B, Smith PF, Perelson AS. A pharmacokinetic/viral kinetic model to evaluate the treatment effectiveness of danoprevir against chronic HCV. Antivir Ther 2014; 20:469-77. [PMID: 25321394 DOI: 10.3851/imp2879] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2014] [Indexed: 12/11/2022]
Abstract
BACKGROUND Viral kinetic models have proven useful to characterize treatment effectiveness during HCV therapy with interferon (IFN) or with direct-acting antivirals. METHODS We use a pharmacokinetic/viral kinetic (PK/VK) model to describe HCV RNA kinetics during treatment with danoprevir, a protease inhibitor. In a Phase I study, danoprevir monotherapy was administered for 14 days in ascending doses ranging from 200 to 600 mg per day to 40 patients of whom 32 were treatment-naive and 8 were non-responders to prior pegylated IFN-α/ribavirin treatment. RESULTS In all patients, a biphasic decline of HCV RNA during therapy was observed. A two-compartment PK model and a VK model that considered treatment effectiveness to vary with the predicted danoprevir concentration inside the second compartment provided a good fit to the viral load data. A time-varying effectiveness model was also used to fit the viral load data. The antiviral effectiveness increased in a dose-dependent manner, with a 14-day time-averaged effectiveness of 0.95 at the lowest dose (100 mg twice daily) and 0.99 at the highest dose (200 mg three times daily). Prior IFN non-responders exhibited a 14-day time-averaged effectiveness of 0.98 (300 mg twice daily). The second phase decline showed two different behaviours, with 30% of patients exhibiting a rapid decline of HCV RNA, comparable to that seen with other protease inhibitors (>0.3 day(-1)), whereas the viral decline was slower in the other patients. CONCLUSIONS Our results are consistent with the modest SVR rates from the INFORM-SVR study where patients were treated with a combination of mericitabine and ritonavir-boosted danoprevir.
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Affiliation(s)
- Laetitia Canini
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA
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113
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Alexander HK, Martin G, Martin OY, Bonhoeffer S. Evolutionary rescue: linking theory for conservation and medicine. Evol Appl 2014; 7:1161-79. [PMID: 25558278 PMCID: PMC4275089 DOI: 10.1111/eva.12221] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 09/16/2014] [Indexed: 02/01/2023] Open
Abstract
Evolutionary responses that rescue populations from extinction when drastic environmental changes occur can be friend or foe. The field of conservation biology is concerned with the survival of species in deteriorating global habitats. In medicine, in contrast, infected patients are treated with chemotherapeutic interventions, but drug resistance can compromise eradication of pathogens. These contrasting biological systems and goals have created two quite separate research communities, despite addressing the same central question of whether populations will decline to extinction or be rescued through evolution. We argue that closer integration of the two fields, especially of theoretical understanding, would yield new insights and accelerate progress on these applied problems. Here, we overview and link mathematical modelling approaches in these fields, suggest specific areas with potential for fruitful exchange, and discuss common ideas and issues for empirical testing and prediction.
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Affiliation(s)
- Helen K Alexander
- Institute for Integrative Biology, D-USYS, ETH Zürich Zürich, Switzerland
| | - Guillaume Martin
- Institut des Sciences de l'Evolution, UMR 5554, Université Montpellier 2 - CNRS - IRD Montpellier Cedex, France
| | - Oliver Y Martin
- Institute for Integrative Biology, D-USYS, ETH Zürich Zürich, Switzerland
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114
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Lim PJ, Gallay PA. Hepatitis C NS5A protein: two drug targets within the same protein with different mechanisms of resistance. Curr Opin Virol 2014; 8:30-7. [PMID: 24879295 PMCID: PMC4195798 DOI: 10.1016/j.coviro.2014.04.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Revised: 04/29/2014] [Accepted: 04/30/2014] [Indexed: 12/18/2022]
Abstract
The era of interferon-free antiviral treatments for hepatitis C virus infection has arrived. With increasing numbers of approved antivirals, evaluating all parameters that may influence response is necessary to choose optimal combinations for treatment success. Targeting NS5A has become integral in antiviral combinations in clinical development. Daclatasvir and ledipasvir belong to the NS5A inhibitor class, which directly target the NS5A protein. Alisporivir, a host-targeting antiviral, is a cyclophilin inhibitor that indirectly targets NS5A by blocking NS5A/cyclophilin A interaction. Resistance to daclatasvir and ledipasvir differs from alisporivir, with mutations arising in NS5A domains I and II, respectively. Combining these two classes acting on distinct NS5A domains represents an attractive strategy for potentially effective interferon-free treatments for chronic hepatitis C infection.
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Affiliation(s)
- Precious J Lim
- Department of Immunology & Microbial Science, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Philippe A Gallay
- Department of Immunology & Microbial Science, The Scripps Research Institute, La Jolla, CA 92037, USA.
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115
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Koizumi Y, Iwami S. Mathematical modeling of multi-drugs therapy: a challenge for determining the optimal combinations of antiviral drugs. Theor Biol Med Model 2014; 11:41. [PMID: 25252828 PMCID: PMC4247767 DOI: 10.1186/1742-4682-11-41] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2014] [Accepted: 09/15/2014] [Indexed: 12/13/2022] Open
Abstract
In the current era of antiviral drug therapy, combining multiple drugs is a primary approach for improving antiviral effects, reducing the doses of individual drugs, relieving the side effects of strong antiviral drugs, and preventing the emergence of drug-resistant viruses. Although a variety of new drugs have been developed for HIV, HCV and influenza virus, the optimal combinations of multiple drugs are incompletely understood. To optimize the benefits of multi-drugs combinations, we must investigate the interactions between the combined drugs and their target viruses. Mathematical models of viral infection dynamics provide an ideal tool for this purpose. Additionally, whether drug combinations computed by these models are synergistic can be assessed by two prominent drug combination theories, Loewe additivity and Bliss independence. By combining the mathematical modeling of virus dynamics with drug combination theories, we could show the principles by which drug combinations yield a synergistic effect. Here, we describe the theoretical aspects of multi-drugs therapy and discuss their application to antiviral research.
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Affiliation(s)
| | - Shingo Iwami
- Department of Biology, Faculty of Sciences, Kyushu University, 6-10-1 Hakozaki, Higashi-ku, Fukuoka 812-8581, Japan.
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116
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Howe JA, Long J, Black S, Chase R, McMonagle P, Curry S, Thompson S, DiNubile MJ, Howe AYM. Clinical Implications of Detectable Baseline Hepatitis C Virus-Genotype 1 NS3/4A-Protease Variants on the Efficacy of Boceprevir Combined With Peginterferon/Ribavirin. Open Forum Infect Dis 2014; 1:ofu078. [PMID: 25734146 PMCID: PMC4281806 DOI: 10.1093/ofid/ofu078] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Accepted: 07/30/2014] [Indexed: 12/13/2022] Open
Abstract
Background We analyzed the impact of pretreatment variants conferring boceprevir-resistance on sustained virologic response (SVR) rates achieved with boceprevir plus peginterferon-α/ribavirin (P/R) for hepatitis C virus (HCV)-genotype-1 infection. Methods NS3-protease-polymorphisms emerging coincident with virologic failure on boceprevir/P/R regimens were identified as resistance-associated variants (RAVs). Baseline samples pooled from 6 phase II or phase III clinical trials were analyzed for RAVs by population sequencing. Interferon (IFN)-responsiveness was predefined as >1 log reduction in HCV-RNA level during the initial 4-week lead-in treatment with P/R before boceprevir was added. The effective boceprevir-concentration inhibiting RAV growth by 50% (EC50) was determined using a replicon assay relative to the wild-type referent. Results Sequencing was performed in 2241 of 2353 patients (95.2%) treated with boceprevir. At baseline, RAVs were detected in 178 patients (7.9%), including 153 of 1498 genotype-1a infections (10.2%) and 25 of 742 genotype-1b infections (3.4%) (relative risk, 3.03; 95% confidence interval [CI], [2.01, 4.58]). For IFN-responders, SVR24 (SVR assessed 24 weeks after discontinuation of all study medications) rates were 78% and 76% with or without RAVs detected at baseline, respectively. For the 510 poor IFN-responders, SVR24 rates were 8 of 36 subjects (22.2% [11.7%, 38.1%]) when baseline RAVs were detected vs 174 of 474 subjects (36.7% [32.5%, 41.1%]) when baseline RAVs were not detected (relative likelihood of SVR24 [95% CI], 0.61 [0.32, 1.05]). Sustained virologic response was achieved in 7 of 8 (87.5%) IFN-nonresponders with baseline variants exhibiting ≤2-fold increased EC50 for boceprevir in a replicon assay, whereas only 1 of 15 (7%) IFN-nonresponders with baseline RAVs associated with ≥3-fold increased EC50 achieved SVR. Conclusions Baseline protease-variants appear to negatively impact SVR rates for boceprevir/P/R regimens only when associated with decreased boceprevir susceptibility in vitro after a poor IFN-response during the lead-in period.
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Affiliation(s)
- John A Howe
- Merck Research Laboratories , Kenilworth, New Jersey
| | - Jianmin Long
- Merck Research Laboratories , Kenilworth, New Jersey
| | - Stuart Black
- Merck Research Laboratories , Kenilworth, New Jersey
| | - Robert Chase
- Merck Research Laboratories , Kenilworth, New Jersey
| | | | | | - Seth Thompson
- Merck Research Laboratories , Kenilworth, New Jersey
| | - Mark J DiNubile
- Office of the Chief Medical Officer, Merck , North Wales, Pennsylvania
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Laouénan C, Marcellin P, Lapalus M, Khelifa-Mouri F, Boyer N, Zoulim F, Serfaty L, Bronowicki JP, Martinot-Peignoux M, Lada O, Asselah T, Dorival C, Hézode C, Carrat F, Nicot F, Peytavin G, Mentré F, Guedj J. Using pharmacokinetic and viral kinetic modeling to estimate the antiviral effectiveness of telaprevir, boceprevir, and pegylated interferon during triple therapy in treatment-experienced hepatitis C virus-infected cirrhotic patients. Antimicrob Agents Chemother 2014; 58:5332-41. [PMID: 24982076 PMCID: PMC4135822 DOI: 10.1128/aac.02611-14] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 05/15/2014] [Indexed: 12/12/2022] Open
Abstract
Triple therapy combining a protease inhibitor (PI) (telaprevir or boceprevir), pegylated interferon (PEG-IFN), and ribavirin (RBV) has dramatically increased the chance of eradicating hepatitis C virus (HCV). However, the efficacy of this treatment remains suboptimal in cirrhotic treatment-experienced patients. Here, we aimed to better understand the origin of this impaired response by estimating the antiviral effectiveness of each drug. Fifteen HCV genotype 1-infected patients with compensated cirrhosis, who were nonresponders to prior PEG-IFN/RBV therapy, were enrolled in a nonrandomized study. HCV RNA and concentrations of PIs, PEG-IFN, and RBV were frequently assessed in the first 12 weeks of treatment and were analyzed using a pharmacokinetic/viral kinetic model. The two PIs achieved similar levels of molar concentrations (P=0.5), but there was a significant difference in the 50% effective concentrations (EC50) (P=0.008), leading to greater effectiveness for telaprevir than for boceprevir in blocking viral production (99.8% versus 99.0%, respectively, P=0.002). In all patients, the antiviral effectiveness of PEG-IFN was modest (43.4%), and there was no significant contribution of RBV exposure to the total antiviral effectiveness. The second phase of viral decline, which is attributed to the loss rate of infected cells, was slow (0.19 day(-1)) and was higher in patients who subsequently eradicated HCV (P=0.03). The two PIs achieved high levels of antiviral effectiveness. However, the suboptimal antiviral effectiveness of PEG-IFN/RBV and the low loss of infected cells suggest that a longer treatment duration might be needed in cirrhotic treatment-experienced patients and that a future IFN-free regimen may be particularly beneficial in these patients.
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Affiliation(s)
- Cédric Laouénan
- INSERM, IAME, UMR 1137, University Paris Diderot, Sorbonne Paris Cité, Paris, France AP-HP, Hôpital Bichat, Department of Biostatistics, Paris, France
| | - Patrick Marcellin
- INSERM, CRI Paris Montmartre, UMR 1149, University Paris Diderot, Clichy, France AP-HP, Hôpital Beaujon, Hepatology, Physiopathology and Treatment of Viral Hepatitis, Clichy, France
| | - Martine Lapalus
- INSERM, CRI Paris Montmartre, UMR 1149, University Paris Diderot, Clichy, France
| | - Feryel Khelifa-Mouri
- AP-HP, Hôpital Beaujon, Hepatology, Physiopathology and Treatment of Viral Hepatitis, Clichy, France
| | - Nathalie Boyer
- AP-HP, Hôpital Beaujon, Hepatology, Physiopathology and Treatment of Viral Hepatitis, Clichy, France
| | - Fabien Zoulim
- INSERM, UMR 1052, University of Lyon, Lyon, France Hospices Civils de Lyon, Department of Hepatology, Lyon, France
| | - Lawrence Serfaty
- AP-HP, Hôpital Saint-Antoine, Department of Hepatology, Paris, France
| | - Jean-Pierre Bronowicki
- INSERM, UMR 954, University of Lorraine, Vandoeuvre-les-Nancy, France Centre Hospitalier Universitaire de Nancy, Department of Hepatology, Vandoeuvre-les-Nancy, France
| | | | - Olivier Lada
- INSERM, CRI Paris Montmartre, UMR 1149, University Paris Diderot, Clichy, France
| | - Tarik Asselah
- INSERM, CRI Paris Montmartre, UMR 1149, University Paris Diderot, Clichy, France AP-HP, Hôpital Beaujon, Hepatology, Physiopathology and Treatment of Viral Hepatitis, Clichy, France
| | - Céline Dorival
- INSERM, UMR 707, University Pierre et Marie Curie, Paris, France
| | - Christophe Hézode
- INSERM, UMR 955, University Paris-Est, Créteil, France AP-HP, Hôpital Henri Mondor, Department of Hepatology, Créteil, France
| | - Fabrice Carrat
- INSERM, UMR 707, University Pierre et Marie Curie, Paris, France AP-HP, Hôpital Saint-Antoine, Department of Public Health, Paris, France
| | - Florence Nicot
- CHU Toulouse, IFB Purpan, Virology Laboratory, Toulouse, France
| | - Gilles Peytavin
- INSERM, IAME, UMR 1137, University Paris Diderot, Sorbonne Paris Cité, Paris, France AP-HP, Hôpital Bichat, Department of Clinical Pharmacokinetics, Paris, France
| | - France Mentré
- INSERM, IAME, UMR 1137, University Paris Diderot, Sorbonne Paris Cité, Paris, France AP-HP, Hôpital Bichat, Department of Biostatistics, Paris, France
| | - Jeremie Guedj
- INSERM, IAME, UMR 1137, University Paris Diderot, Sorbonne Paris Cité, Paris, France
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Chen YC, Bernaards C, Kulkarni R, Moreira S, Zhu Y, Chan A, Badman E, Ackrill A, Thommes J, Smith PF. Understanding the effect of the HCV polymerase inhibitor mericitabine on early viral kinetics in the phase 2 JUMP-C and PROPEL studies. Br J Clin Pharmacol 2014; 78:533-42. [PMID: 24602156 PMCID: PMC4243904 DOI: 10.1111/bcp.12369] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Accepted: 02/21/2014] [Indexed: 01/22/2023] Open
Abstract
AIMS The aim was to evaluate early viral kinetics in patients receiving mericitabine [hepatitis C virus (HCV) nucleoside polymerase inhibitor] with peginterferon alfa-2a (40KD) and ribavirin in two clinical trials (PROPEL and JUMP-C). METHODS We examined rapid virological responses (RVRs; week 4 HCV RNA <15 IU ml(-1) ) and complete early virological responses (cEVR; week 12 HCV RNA <15 IU ml(-1) ) in HCV genotype 1/4-infected patients receiving mericitabine (500 or 1000 mg) or placebo twice daily plus peginterferon alfa-2a and ribavirin. RESULTS Among IL28B rs12979860 CC genotype patients receiving 500 or 1000 mg mericitabine or placebo, respectively, RVR rates were 64.3% (95% confidence interval: 38.8-83.7%), 95.1% (83.9-98.7%) and 33.3% (20.2-49.7%), and cEVR rates were 100% (78.5-100%), 100% (91.4-100%) and 80.6% (65.0-90.3%). Among non-CC genotype patients, RVR rates were 26.5% (14.6-43.1%), 52.3% (43.0-61.3%) and 5.7% (2.2-13.8%), and cEVR rates were 76.5% (60.0-87.6%), 84.6% (76.6-90.1%) and 28.6% (19.3-40.1%), respectively. In multiple regression analysis, IL28B genotype (P < 0.0001), mericitabine dose (P < 0.0001) and bodyweight (P = 0.0009) were associated with first-phase (α) slope (change in log10 HCV RNA from baseline to week 1). CONCLUSIONS Mericitabine-containing triple therapy reduces the impact of IL28B genotype on RVR and cEVR compared with peginterferon alfa-2a and ribavirin dual therapy. The IL28B genotype, mericitabine dose and bodyweight are the most important factors associated with the α slope, and there is no evidence of a pharmacokinetic drug-drug interaction between mericitabine and ribavirin.
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Affiliation(s)
| | | | | | | | | | - Anna Chan
- Hoffmann-La Roche Inc.Nutley, NJ, USA
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119
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Maimone S, Tripodi G, Musolino C, Cacciola I, Pollicino T, Raimondo G. Lack of the NS5B S282T mutation in HCV isolates from liver tissue of treatment-naive patients with HCV genotype-1b infection. Antivir Ther 2014; 20:245-7. [PMID: 25171743 DOI: 10.3851/imp2844] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Despite the availability of several direct-acting antivirals (DAAs) specifically inhibiting different HCV proteins, treatment of chronic HCV infection is still a challenge also because of the possible selection of resistant viral variants under DAA therapy. Indeed, only the emergence of viruses resistant to the nucleoside inhibitors of the HCV NS5B polymerase (Pol) has not yet been reported, in spite of the fact that in vitro studies have clearly shown that an S282T amino acid change in the Pol protein may confer resistance to these drugs. On the basis of a previous study showing that viral variants resistant to HCV protease inhibitors are largely present in the liver - but not in the serum - of untreated patients, we investigated the possible natural occurrence of viral populations with the S282T change in the Pol protein, analysing viral isolates from liver and serum of HCV genotype-1b treatment-naive patients. METHODS HCV-1b isolates from liver specimens and serum samples of 10 chronic hepatitis C patients were analysed by cloning and sequencing. RESULTS The S282T mutation was not found in any of the viral isolates from either liver or serum samples of all the cases, although an S282G mutation of unknown virological/clinical relevance was detected in 2/19 liver isolates from one patient. CONCLUSIONS Our study confirms that the natural selection of the S282T mutation is a rare event, thus explaining the lack of emergence and takeover of these variants under drug pressure.
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Affiliation(s)
- Sergio Maimone
- Division of Clinical and Molecular Hepatology, University Hospital of Messina, Messina, Italy
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120
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Applegate TL, Gaudieri S, Plauzolles A, Chopra A, Grebely J, Lucas M, Hellard M, Luciani F, Dore GJ, Matthews GV. Naturally occurring dominant drug resistance mutations occur infrequently in the setting of recently acquired hepatitis C. Antivir Ther 2014; 20:199-208. [PMID: 25105742 DOI: 10.3851/imp2821] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Direct-acting antivirals (DAAs) are predicted to transform hepatitis C therapy, yet little is known about the prevalence of naturally occurring resistance mutations in recently acquired HCV. This study aimed to determine the prevalence and frequency of drug resistance mutations in the viral quasispecies among HIV-positive and -negative individuals with recent HCV. METHODS The NS3 protease, NS5A and NS5B polymerase genes were amplified from 50 genotype 1a participants of the Australian Trial in Acute Hepatitis C. Amino acid variations at sites known to be associated with possible drug resistance were analysed by ultra-deep pyrosequencing. RESULTS A total of 12% of individuals harboured dominant resistance mutations, while 36% demonstrated non-dominant resistant variants below that detectable by bulk sequencing (that is, <20%) but above a threshold of 1%. Resistance variants (<1%) were observed at most sites associated with DAA resistance from all classes, with the exception of sofosbuvir. CONCLUSIONS Dominant resistant mutations were uncommonly observed in the setting of recent HCV. However, low-level mutations to all DAA classes were observed by deep sequencing at the majority of sites and in most individuals. The significance of these variants and impact on future treatment options remains to be determined. Clinicaltrials.gov NCT00192569.
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121
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Haseltine EL, De Meyer S, Dierynck I, Bartels DJ, Ghys A, Davis A, Zhang EZ, Tigges AM, Spanks J, Picchio G, Kieffer TL, Sullivan JC. Modeling viral evolutionary dynamics after telaprevir-based treatment. PLoS Comput Biol 2014; 10:e1003772. [PMID: 25101970 PMCID: PMC4138032 DOI: 10.1371/journal.pcbi.1003772] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Accepted: 06/06/2014] [Indexed: 12/23/2022] Open
Abstract
For patients infected with hepatitis C virus (HCV), the combination of the direct-acting antiviral agent telaprevir, pegylated-interferon alfa (Peg-IFN), and ribavirin (RBV) significantly increases the chances of sustained virologic response (SVR) over treatment with Peg-IFN and RBV alone. If patients do not achieve SVR with telaprevir-based treatment, their viral population is often significantly enriched with telaprevir-resistant variants at the end of treatment. We sought to quantify the evolutionary dynamics of these post-treatment resistant variant populations. Previous estimates of these dynamics were limited by analyzing only population sequence data (20% sensitivity, qualitative resistance information) from 388 patients enrolled in Phase 3 clinical studies. Here we add clonal sequence analysis (5% sensitivity, quantitative) for a subset of these patients. We developed a computational model which integrates both the qualitative and quantitative sequence data, and which forms a framework for future analyses of drug resistance. The model was qualified by showing that deep-sequence data (1% sensitivity) from a subset of these patients are consistent with model predictions. When determining the median time for viral populations to revert to 20% resistance in these patients, the model predicts 8.3 (95% CI: 7.6, 8.4) months versus 10.7 (9.9, 12.8) months estimated using solely population sequence data for genotype 1a, and 1.0 (0.0, 1.4) months versus 0.9 (0.0, 2.7) months for genotype 1b. For each individual patient, the time to revert to 20% resistance predicted by the model was typically comparable to or faster than that estimated using solely population sequence data. Furthermore, the model predicts a median of 11.0 and 2.1 months after treatment failure for viral populations to revert to 99% wild-type in patients with HCV genotypes 1a or 1b, respectively. Our modeling approach provides a framework for projecting accurate, quantitative assessment of HCV resistance dynamics from a data set consisting of largely qualitative information. Hepatitis C virus (HCV) chronically infects approximately 170 million people worldwide. The goal of HCV treatment is viral eradication (sustained virologic response; SVR). Telaprevir directly inhibits viral replication by inhibiting the HCV protease, leading to high SVR rates when combined with pegylated-interferon alfa and ribavirin. Telaprevir-resistant variants may be detected in the subset of patients who do not achieve SVR with telaprevir. While the clinical impact of viral resistance is unknown, typically the telaprevir-sensitive virus re-emerges after the end of treatment due to competition between the telaprevir-sensitive and resistant variants. Previous estimates of these competition dynamics were obtained from population sequence data, which are qualitative and have a limited sensitivity of ∼20%. We sought to improve these estimates by combining these data with clonal sequence data, which are quantitative and have a sensitivity of ∼5%, and using quantitative modeling. The resulting model, which was verified with an independent data set, predicted that the median time for telaprevir-resistant variants to decline to less than 1% of the viral population was ≤1 year. Our modeling approach provides a framework for accurately projecting HCV resistance dynamics from a dataset consisting of largely qualitative information.
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Affiliation(s)
- Eric L. Haseltine
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | | | | | - Doug J. Bartels
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - Anne Ghys
- Janssen Infectious Diseases BVBA, Beerse, Belgium
| | - Andrew Davis
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - Eileen Z. Zhang
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - Ann M. Tigges
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - Joan Spanks
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - Gaston Picchio
- Janssen Research & Development, Titusville, New Jersey, United States of America
| | - Tara L. Kieffer
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
| | - James C. Sullivan
- Vertex Pharmaceuticals Incorporated, Boston, Massachussets, United States of America
- * E-mail:
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122
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Conway JM, Perelson AS. A hepatitis C virus infection model with time-varying drug effectiveness: solution and analysis. PLoS Comput Biol 2014; 10:e1003769. [PMID: 25101902 PMCID: PMC4125050 DOI: 10.1371/journal.pcbi.1003769] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 06/24/2014] [Indexed: 12/15/2022] Open
Abstract
Simple models of therapy for viral diseases such as hepatitis C virus (HCV) or human immunodeficiency virus assume that, once therapy is started, the drug has a constant effectiveness. More realistic models have assumed either that the drug effectiveness depends on the drug concentration or that the effectiveness varies over time. Here a previously introduced varying-effectiveness (VE) model is studied mathematically in the context of HCV infection. We show that while the model is linear, it has no closed-form solution due to the time-varying nature of the effectiveness. We then show that the model can be transformed into a Bessel equation and derive an analytic solution in terms of modified Bessel functions, which are defined as infinite series, with time-varying arguments. Fitting the solution to data from HCV infected patients under therapy has yielded values for the parameters in the model. We show that for biologically realistic parameters, the predicted viral decay on therapy is generally biphasic and resembles that predicted by constant-effectiveness (CE) models. We introduce a general method for determining the time at which the transition between decay phases occurs based on calculating the point of maximum curvature of the viral decay curve. For the parameter regimes of interest, we also find approximate solutions for the VE model and establish the asymptotic behavior of the system. We show that the rate of second phase decay is determined by the death rate of infected cells multiplied by the maximum effectiveness of therapy, whereas the rate of first phase decline depends on multiple parameters including the rate of increase of drug effectiveness with time.
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Affiliation(s)
- Jessica M. Conway
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Alan S. Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- * E-mail:
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123
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Coronaviruses resistant to a 3C-like protease inhibitor are attenuated for replication and pathogenesis, revealing a low genetic barrier but high fitness cost of resistance. J Virol 2014; 88:11886-98. [PMID: 25100843 DOI: 10.1128/jvi.01528-14] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Viral protease inhibitors are remarkably effective at blocking the replication of viruses such as human immunodeficiency virus and hepatitis C virus, but they inevitably lead to the selection of inhibitor-resistant mutants, which may contribute to ongoing disease. Protease inhibitors blocking the replication of coronavirus (CoV), including the causative agents of severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), provide a promising foundation for the development of anticoronaviral therapeutics. However, the selection and consequences of inhibitor-resistant CoVs are unknown. In this study, we exploited the model coronavirus, mouse hepatitis virus (MHV), to investigate the genotype and phenotype of MHV quasispecies selected for resistance to a broad-spectrum CoV 3C-like protease (3CLpro) inhibitor. Clonal sequencing identified single or double mutations within the 3CLpro coding sequence of inhibitor-resistant virus. Using reverse genetics to generate isogenic viruses with mutant 3CLpros, we found that viruses encoding double-mutant 3CLpros are fully resistant to the inhibitor and exhibit a significant delay in proteolytic processing of the viral replicase polyprotein. The inhibitor-resistant viruses also exhibited postponed and reduced production of infectious virus particles. Biochemical analysis verified double-mutant 3CLpro enzyme as impaired for protease activity and exhibiting reduced sensitivity to the inhibitor and revealed a delayed kinetics of inhibitor hydrolysis and activity restoration. Furthermore, the inhibitor-resistant virus was shown to be highly attenuated in mice. Our study provides the first insight into the pathogenicity and mechanism of 3CLpro inhibitor-resistant CoV mutants, revealing a low genetic barrier but high fitness cost of resistance. Importance: RNA viruses are infamous for their ability to evolve in response to selective pressure, such as the presence of antiviral drugs. For coronaviruses such as the causative agent of Middle East respiratory syndrome (MERS), protease inhibitors have been developed and shown to block virus replication, but the consequences of selection of inhibitor-resistant mutants have not been studied. Here, we report the low genetic barrier and relatively high deleterious consequences of CoV resistance to a 3CLpro protease inhibitor in a coronavirus model system, mouse hepatitis virus (MHV). We found that although mutations that confer resistance arise quickly, the resistant viruses replicate slowly and do not cause lethal disease in mice. Overall, our study provides the first analysis of the low barrier but high cost of resistance to a CoV 3CLpro inhibitor, which will facilitate the further development of protease inhibitors as anti-coronavirus therapeutics.
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Hepatitis C Virus (HCV) NS3 sequence diversity and antiviral resistance-associated variant frequency in HCV/HIV coinfection. Antimicrob Agents Chemother 2014; 58:6079-92. [PMID: 25092699 DOI: 10.1128/aac.03466-14] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
HIV coinfection accelerates disease progression in chronic hepatitis C and reduces sustained antiviral responses (SVR) to interferon-based therapy. New direct-acting antivirals (DAAs) promise higher SVR rates, but the selection of preexisting resistance-associated variants (RAVs) may lead to virologic breakthrough or relapse. Thus, pretreatment frequencies of RAVs are likely determinants of treatment outcome but typically are below levels at which the viral sequence can be accurately resolved. Moreover, it is not known how HIV coinfection influences RAV frequency. We adopted an accurate high-throughput sequencing strategy to compare nucleotide diversity in HCV NS3 protease-coding sequences in 20 monoinfected and 20 coinfected subjects with well-controlled HIV infection. Differences in mean pairwise nucleotide diversity (π), Tajima's D statistic, and Shannon entropy index suggested that the genetic diversity of HCV is reduced in coinfection. Among coinfected subjects, diversity correlated positively with increases in CD4(+) T cells on antiretroviral therapy, suggesting T cell responses are important determinants of diversity. At a median sequencing depth of 0.084%, preexisting RAVs were readily identified. Q80K, which negatively impacts clinical responses to simeprevir, was encoded by more than 99% of viral RNAs in 17 of the 40 subjects. RAVs other than Q80K were identified in 39 of 40 subjects, mostly at frequencies near 0.1%. RAV frequency did not differ significantly between monoinfected and coinfected subjects. We conclude that HCV genetic diversity is reduced in patients with well-controlled HIV infection, likely reflecting impaired T cell immunity. However, RAV frequency is not increased and should not adversely influence the outcome of DAA therapy.
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Abstract
The interferons (IFNs) are glycoproteins with strong antiviral activities that represent one of the first lines of host defense against invading pathogens. These proteins are classified into three groups, Type I, II and III IFNs, based on the structure of their receptors on the cell surface. Due to their ability to modulate immune responses, they have become attractive therapeutic options to control chronic virus infections. In combination with other drugs, Type I IFNs are considered as "standard of care" in suppressing Hepatitis C (HCV) and Hepatitis B (HBV) infections, while Type III IFN has generated encouraging results as a treatment for HCV infection in phase III clinical trials. However, though effective, using IFNs as a treatment is not without the need for caution. IFNs are such powerful cytokines that affect a wide array of cell types; as a result, patients usually experience unpleasant symptoms, with a percentage of patients suffering system wide effects. Thus, constant monitoring is required for patients treated with IFN in order to reach the treatment goals of suppressing virus infection and maintaining quality of life.
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Affiliation(s)
- Fan-ching Lin
- Laboratory of Experimental Immunology, Cancer and Inflammation Program, Center for Cancer, Research, National Cancer Institute, Frederick, MD 21702, USA.
| | - Howard A Young
- Laboratory of Experimental Immunology, Cancer and Inflammation Program, Center for Cancer, Research, National Cancer Institute, Frederick, MD 21702, USA.
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Rodrigue-Gervais IG, Rigsby H, Jouan L, Willems B, Lamarre D. Intact dendritic cell pathogen-recognition receptor functions associate with chronic hepatitis C treatment-induced viral clearance. PLoS One 2014; 9:e102605. [PMID: 25033043 PMCID: PMC4102513 DOI: 10.1371/journal.pone.0102605] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Accepted: 06/20/2014] [Indexed: 12/17/2022] Open
Abstract
Although studies have addressed the exhaustion of the host's immune response to HCV and its role in treatment, there is little information about the possible contribution of innate immunity to treatment-induced clearance. We hypothesized that because intact myeloid dendritic cell (MDC) pathogen sensing functions are associated with improved HCV-specific CD8+ T cell functionality in some chronically infected patients, it might enhance HCV clearance rate under standard interferon therapy. To investigate this hypothesis, TLR-induced MDC activation and HCV-specific CD8+ T cell response quality were monitored longitudinally at the single-cell level using polychromatic flow cytometry in chronically infected patients undergoing interferon therapy. We correlated the immunological, biochemical and virological data with response to treatment. We demonstrate that the clinical efficacy of interferon-induced viral clearance is influenced by the extent to which HCV inhibits MDC functions before treatment, rather than solely on a breakdown of the extrinsic T cell immunosuppressive environment. Thus, viral inhibition of MDC functions before treatment emerges as a co-determining factor in the clinical efficacy of interferon therapy during chronic HCV infection.
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Affiliation(s)
- Ian Gaël Rodrigue-Gervais
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
| | - Hawley Rigsby
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
| | - Loubna Jouan
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
| | - Bernard Willems
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
- Département de Médecine, Université de Montréal, Montréal, Québec, Canada
| | - Daniel Lamarre
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Québec, Canada
- Département de Médecine, Université de Montréal, Montréal, Québec, Canada
- * E-mail:
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127
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Dustin LB, Cashman SB, Laidlaw SM. Immune control and failure in HCV infection--tipping the balance. J Leukoc Biol 2014; 96:535-48. [PMID: 25015956 DOI: 10.1189/jlb.4ri0214-126r] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Despite the development of potent antiviral drugs, HCV remains a global health problem; global eradication is a long way off. In this review, we discuss the immune response to HCV infection and particularly, the interplay between viral strategies that delay the onset of antiviral responses and host strategies that limit or even eradicate infected cells but also contribute to pathogenesis. Although HCV can disable some cellular virus-sensing machinery, IFN-stimulated antiviral genes are induced in the infected liver. Whereas epitope evolution contributes to escape from T cell-mediated immunity, chronic high antigen load may also blunt the T cell response by activating exhaustion or tolerance mechanisms. The evasive maneuvers of HCV limit sterilizing humoral immunity through rapid evolution of decoy epitopes, epitope masking, stimulation of interfering antibodies, lipid shielding, and cell-to-cell spread. Whereas the majority of HCV infections progress to chronic hepatitis with persistent viremia, at least 20% of patients spontaneously clear the infection. Most of these are protected from reinfection, suggesting that protective immunity to HCV exists and that a prophylactic vaccine may be an achievable goal. It is therefore important that we understand the correlates of protective immunity and mechanisms of viral persistence.
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Affiliation(s)
- Lynn B Dustin
- University of Oxford, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, Oxford, United Kingdom
| | - Siobhán B Cashman
- University of Oxford, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, Oxford, United Kingdom
| | - Stephen M Laidlaw
- University of Oxford, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, Kennedy Institute of Rheumatology, Oxford, United Kingdom
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128
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Genotypic and phenotypic analyses of hepatitis C virus variants observed in clinical studies of VX-222, a nonnucleoside NS5B polymerase inhibitor. Antimicrob Agents Chemother 2014; 58:5456-65. [PMID: 24982088 DOI: 10.1128/aac.03052-14] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
VX-222, a thiophene-2-carboxylic acid derivative, is a selective nonnucleoside inhibitor of the hepatitis C virus (HCV) NS5B RNA-dependent RNA polymerase. In phase 1 and 2 clinical studies, VX-222 demonstrated effective antiviral efficacy, with substantial reductions in plasma HCV RNA in patients chronically infected with genotype 1 HCV. To characterize the potential for selection of VX-222-resistant variants in HCV-infected patients, the HCV NS5B gene was sequenced at baseline and during and after 3 days of VX-222 dosing (monotherapy) in a phase 1 study. Variants with the substitutions L419C/I/M/P/S/V, R422K, M423I/T/V, I482L/N/T, A486S/T/V, and V494A were selected during VX-222 dosing, and their levels declined over time after the end of dosing. Phenotypic analysis of these variants was conducted using HCV replicons carrying site-directed mutations. Of the 17 variants, 14 showed reduced susceptibility to VX-222 compared with the wild type, with the L419C/S and R422K variants having higher levels of resistance (>200-fold) than the rest of the variants (6.8- to 76-fold). The M423I and A486S variants remained susceptible to VX-222. The 50% effective concentration (EC50) for the L419P variant could not be obtained due to the poor replication of this replicon. The majority of the variants (15/17) were less fit than the wild type. A subset of the variants, predominately the L419S and R422K variants, were observed when the efficacy and safety of VX-222- and telaprevir-based regimens given for 12 weeks were investigated in genotype 1 HCV-infected patients in a phase 2 study. The NS3 and NS5B variants selected during the dual combination therapy showed reduced susceptibility to both telaprevir and VX-222 and had a lower replication capacity than the wild type. The phase 1b study has the ClinicalTrials.gov identifier NCT00911963, and the phase 2a study has ClinicalTrials.gov identifier NCT01080222.
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129
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Canini L, Perelson AS. Viral kinetic modeling: state of the art. J Pharmacokinet Pharmacodyn 2014; 41:431-43. [PMID: 24961742 DOI: 10.1007/s10928-014-9363-3] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Accepted: 06/03/2014] [Indexed: 12/11/2022]
Abstract
Viral kinetic (VK) modeling has led to increased understanding of the within host dynamics of viral infections and the effects of therapy. Here we review recent developments in the modeling of viral infection kinetics with emphasis on two infectious diseases: hepatitis C and influenza. We review how VK modeling has evolved from simple models of viral infections treated with a drug or drug cocktail with an assumed constant effectiveness to models that incorporate drug pharmacokinetics and pharmacodynamics, as well as phenomenological models that simply assume drugs have time varying-effectiveness. We also discuss multiscale models that include intracellular events in viral replication, models of drug-resistance, models that include innate and adaptive immune responses and models that incorporate cell-to-cell spread of infection. Overall, VK modeling has provided new insights into the understanding of the disease progression and the modes of action of several drugs. We expect that VK modeling will be increasingly used in the coming years to optimize drug regimens in order to improve therapeutic outcomes and treatment tolerability for infectious diseases.
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Affiliation(s)
- Laetitia Canini
- Theoretical Biology and Biophysics, MS-K710, Los Alamos National Laboratory, Los Alamos, NM, 87545, USA
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130
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Affiliation(s)
- T Jake Liang
- From the National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
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131
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Resistance to hepatitis C virus protease inhibitors. Curr Opin Virol 2014; 8:16-21. [PMID: 24852142 DOI: 10.1016/j.coviro.2014.04.008] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2014] [Revised: 04/23/2014] [Accepted: 04/25/2014] [Indexed: 12/31/2022]
Abstract
Significant scientific advances have enabled the development of new classes of antivirals for the treatment of HCV. Protease inhibitors were the first approved, achieving substantially higher response rates, with shorter treatment durations, in the majority of genotype 1 infected patients. However, in patients who fail treatment, drug resistant variants frequently emerge. The pattern of resistant variants observed is a result of the specific inhibitor, viral subtype, and level of drug selective pressure. Data suggest the replacement of these variants over time; however, retreatment of these patients is an area of needed investigation. As multiple drug classes progress in development, combinations of agents improve treatment success, increase the genetic barrier to resistance, and provide shorter treatment durations for diverse patient populations.
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132
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Emergent properties of the interferon-signalling network may underlie the success of hepatitis C treatment. Nat Commun 2014; 5:3872. [PMID: 24834957 DOI: 10.1038/ncomms4872] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2014] [Accepted: 04/11/2014] [Indexed: 02/01/2023] Open
Abstract
Current interferon alpha-based treatment of hepatitis C virus (HCV) infection fails to cure a sizeable fraction of patients treated. The cause of this treatment failure remains unknown. Here using mathematical modelling, we predict treatment failure to be a consequence of the emergent properties of the interferon-signalling network. HCV induces bistability in the network, creating a new steady state where it can persist. Cells that admit the new steady state alone are refractory to interferon. Using a model of viral kinetics, we show that when the fraction of cells refractory to interferon in a patient exceeds a critical value, treatment fails. Direct-acting antivirals that suppress HCV replication can eliminate the new steady state, restoring interferon sensitivity and improving treatment response. Our study thus presents a new conceptual basis of HCV persistence and treatment response, elucidates the origin of the synergy between interferon and direct-acting antivirals, and facilitates rational treatment optimization.
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133
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Xiao F, Fofana I, Heydmann L, Barth H, Soulier E, Habersetzer F, Doffoël M, Bukh J, Patel AH, Zeisel MB, Baumert TF. Hepatitis C virus cell-cell transmission and resistance to direct-acting antiviral agents. PLoS Pathog 2014; 10:e1004128. [PMID: 24830295 PMCID: PMC4022730 DOI: 10.1371/journal.ppat.1004128] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Accepted: 04/02/2014] [Indexed: 12/12/2022] Open
Abstract
Hepatitis C virus (HCV) is transmitted between hepatocytes via classical cell entry but also uses direct cell-cell transfer to infect neighboring hepatocytes. Viral cell-cell transmission has been shown to play an important role in viral persistence allowing evasion from neutralizing antibodies. In contrast, the role of HCV cell-cell transmission for antiviral resistance is unknown. Aiming to address this question we investigated the phenotype of HCV strains exhibiting resistance to direct-acting antivirals (DAAs) in state-of-the-art model systems for cell-cell transmission and spread. Using HCV genotype 2 as a model virus, we show that cell-cell transmission is the main route of viral spread of DAA-resistant HCV. Cell-cell transmission of DAA-resistant viruses results in viral persistence and thus hampers viral eradication. We also show that blocking cell-cell transmission using host-targeting entry inhibitors (HTEIs) was highly effective in inhibiting viral dissemination of resistant genotype 2 viruses. Combining HTEIs with DAAs prevented antiviral resistance and led to rapid elimination of the virus in cell culture model. In conclusion, our work provides evidence that cell-cell transmission plays an important role in dissemination and maintenance of resistant variants in cell culture models. Blocking virus cell-cell transmission prevents emergence of drug resistance in persistent viral infection including resistance to HCV DAAs. In spite of the rapid development of antiviral agents, antiviral resistance remains a challenge for the treatment of viral infections including hepatitis B and C virus (HBV, HCV), human immunodeficiency virus (HIV) and influenza. Virus spreads from infected cells to surrounding uninfected host cells to develop infection through cell-free and cell-cell transmission routes. Understanding the spread of resistant virus is important for the development of novel antiviral strategies to prevent and treat antiviral resistance. Here, we characterize the spread of resistant viruses and its impact for emergence and prevention of resistance using HCV as a model system. Our results show that cell-cell transmission is the main transmission route for antiviral resistant HCV strains and is crucial for the maintenance of infection. Monoclonal antibodies or small molecules targeting HCV entry factors are effective in inhibiting the spread of resistant HCV in cell culture models and thus should be evaluated clinically for prevention and treatment of HCV resistance. Combination of inhibitors targeting viral entry and clinically used direct-acting antivirals (DAAs) prevents antiviral resistance and leads to viral eradication in cell culture models. Collectively, the investigation provides a new strategy for prevention of viral resistance to antiviral agents.
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Affiliation(s)
- Fei Xiao
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Isabel Fofana
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Laura Heydmann
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Heidi Barth
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Laboratoire de Virologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Eric Soulier
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - François Habersetzer
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Pôle Hépato-digestif, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Michel Doffoël
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Pôle Hépato-digestif, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Jens Bukh
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases and Clinical Research Centre, Hvidovre Hospital and Department of International Health, Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Arvind H. Patel
- MRC-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Mirjam B. Zeisel
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Thomas F. Baumert
- Inserm, U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Pôle Hépato-digestif, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Gastrointestinal Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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134
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Belema M, Meanwell NA. Discovery of daclatasvir, a pan-genotypic hepatitis C virus NS5A replication complex inhibitor with potent clinical effect. J Med Chem 2014; 57:5057-71. [PMID: 24749835 DOI: 10.1021/jm500335h] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The discovery and development of the first-in-class hepatitis C virus (HCV) NS5A replication complex inhibitor daclatasvir (6) provides a compelling example of the power of phenotypic screening to identify leads engaging novel targets in mechanistically unique ways. HCV NS5A replication complex inhibitors are pan-genotypic in spectrum, and this mechanistic class provides the most potent HCV inhibitors in vitro that have been described to date. Clinical trials with 6 demonstrated a potent effect on reducing plasma viral load and, in combination with mechanistically orthogonal HCV inhibitors, established the ability to cure even the most difficult infections without the need for immune stimulation. In this Drug Annotation, we describe the discovery of the original high-throughput screening lead 7 and the chemical conundrum and challenges resolved in optimizing to 6 as a clinical candidate and finally we summarize the results of select clinical studies.
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Affiliation(s)
- Makonen Belema
- Department of Discovery Chemistry, Bristol-Myers Squibb Research and Development , 5 Research Parkway, Wallingford, Connecticut 06492, United States
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135
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Qi H, Olson CA, Wu NC, Ke R, Loverdo C, Chu V, Truong S, Remenyi R, Chen Z, Du Y, Su SY, Al-Mawsawi LQ, Wu TT, Chen SH, Lin CY, Zhong W, Lloyd-Smith JO, Sun R. A quantitative high-resolution genetic profile rapidly identifies sequence determinants of hepatitis C viral fitness and drug sensitivity. PLoS Pathog 2014; 10:e1004064. [PMID: 24722365 PMCID: PMC3983061 DOI: 10.1371/journal.ppat.1004064] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2013] [Accepted: 02/17/2014] [Indexed: 12/17/2022] Open
Abstract
Widely used chemical genetic screens have greatly facilitated the identification of many antiviral agents. However, the regions of interaction and inhibitory mechanisms of many therapeutic candidates have yet to be elucidated. Previous chemical screens identified Daclatasvir (BMS-790052) as a potent nonstructural protein 5A (NS5A) inhibitor for Hepatitis C virus (HCV) infection with an unclear inhibitory mechanism. Here we have developed a quantitative high-resolution genetic (qHRG) approach to systematically map the drug-protein interactions between Daclatasvir and NS5A and profile genetic barriers to Daclatasvir resistance. We implemented saturation mutagenesis in combination with next-generation sequencing technology to systematically quantify the effect of every possible amino acid substitution in the drug-targeted region (domain IA of NS5A) on replication fitness and sensitivity to Daclatasvir. This enabled determination of the residues governing drug-protein interactions. The relative fitness and drug sensitivity profiles also provide a comprehensive reference of the genetic barriers for all possible single amino acid changes during viral evolution, which we utilized to predict clinical outcomes using mathematical models. We envision that this high-resolution profiling methodology will be useful for next-generation drug development to select drugs with higher fitness costs to resistance, and also for informing the rational use of drugs based on viral variant spectra from patients. The emergence of drug resistance during antiviral treatment limits treatment options and poses challenges to pharmaceutical development. Meanwhile, the search for novel antiviral compounds with chemical genetic screens has led to the identification of antiviral agents with undefined drug mechanisms. Daclatasvir, an effective NS5A inhibitor, is one such example. In traditional methods to identify critical residues governing drug-protein interactions, wild type virus is passaged under drug treatment pressure, enabling the identification of resistant mutations evolved after multiple viral passages. However, this method only characterizes a fraction of the positively selected variants. Here we have simultaneously quantified the relative change in replication fitness as well as the relative sensitivity to Daclatasvir for all possible single amino acid mutations in the NS5A domain IA, thereby identifying the entire panel of positions that interact with the drug. Using mathematical models, we predicted which mutations pose the greatest risk of causing emergence of resistance under different scenarios of treatment compliance. The mutant fitness and drug-sensitivity profiles obtained can also inform the patient-specific use of Daclatasvir and may facilitate the development of second-generation drugs with a higher genetic barrier to resistance.
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Affiliation(s)
- Hangfei Qi
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - C Anders Olson
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Nicholas C Wu
- The Molecular Biology Institute, University of California Los Angeles, Los Angeles, California, United States of America
| | - Ruian Ke
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Claude Loverdo
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Virginia Chu
- Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Shawna Truong
- Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Roland Remenyi
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Zugen Chen
- Department of Human Genetics, University of California Los Angeles, Los Angeles, California, United States of America
| | - Yushen Du
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Sheng-Yao Su
- Institute of Information Science, Academia Sinica, Taipei, Taiwan; Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan
| | - Laith Q Al-Mawsawi
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Ting-Ting Wu
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Shu-Hua Chen
- Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | - Chung-Yen Lin
- Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | - Weidong Zhong
- Department of Infectious Diseases, Novartis Institutes for BioMedical Research, Emeryville, California, United States of America
| | - James O Lloyd-Smith
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, United States of America; Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Ren Sun
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, United States of America; The Molecular Biology Institute, University of California Los Angeles, Los Angeles, California, United States of America; School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
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136
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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: 56] [Impact Index Per Article: 5.1] [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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137
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Ivanisenko NV, Mishchenko EL, Akberdin IR, Demenkov PS, Likhoshvai VA, Kozlov KN, Todorov DI, Gursky VV, Samsonova MG, Samsonov AM, Clausznitzer D, Kaderali L, Kolchanov NA, Ivanisenko VA. A new stochastic model for subgenomic hepatitis C virus replication considers drug resistant mutants. PLoS One 2014; 9:e91502. [PMID: 24643004 PMCID: PMC3958367 DOI: 10.1371/journal.pone.0091502] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 02/12/2014] [Indexed: 12/17/2022] Open
Abstract
As an RNA virus, hepatitis C virus (HCV) is able to rapidly acquire drug resistance, and for this reason the design of effective anti-HCV drugs is a real challenge. The HCV subgenomic replicon-containing cells are widely used for experimental studies of the HCV genome replication mechanisms, for drug testing in vitro and in studies of HCV drug resistance. The NS3/4A protease is essential for virus replication and, therefore, it is one of the most attractive targets for developing specific antiviral agents against HCV. We have developed a stochastic model of subgenomic HCV replicon replication, in which the emergence and selection of drug resistant mutant viral RNAs in replicon cells is taken into account. Incorporation into the model of key NS3 protease mutations leading to resistance to BILN-2061 (A156T, D168V, R155Q), VX-950 (A156S, A156T, T54A) and SCH 503034 (A156T, A156S, T54A) inhibitors allows us to describe the long term dynamics of the viral RNA suppression for various inhibitor concentrations. We theoretically showed that the observable difference between the viral RNA kinetics for different inhibitor concentrations can be explained by differences in the replication rate and inhibitor sensitivity of the mutant RNAs. The pre-existing mutants of the NS3 protease contribute more significantly to appearance of new resistant mutants during treatment with inhibitors than wild-type replicon. The model can be used to interpret the results of anti-HCV drug testing on replicon systems, as well as to estimate the efficacy of potential drugs and predict optimal schemes of their usage.
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Affiliation(s)
- Nikita V. Ivanisenko
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Elena L. Mishchenko
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Ilya R. Akberdin
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Pavel S. Demenkov
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Vitaly A. Likhoshvai
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Konstantin N. Kozlov
- Department of Computational Biology, St. Petersburg State Polytechnical University, St. Petersburg, Russia
| | - Dmitry I. Todorov
- Department of Computational Biology, St. Petersburg State Polytechnical University, St. Petersburg, Russia
- Chebyshev Laboratory, St. Petersburg State University, St. Petersburg, Russia
| | - Vitaly V. Gursky
- Department of Computational Biology, St. Petersburg State Polytechnical University, St. Petersburg, Russia
- Theoretical Department, Ioffe Physical-Technical Institute of the Russian Academy of Sciences, St.Petersburg, Russia
| | - Maria G. Samsonova
- Department of Computational Biology, St. Petersburg State Polytechnical University, St. Petersburg, Russia
| | - Alexander M. Samsonov
- Department of Computational Biology, St. Petersburg State Polytechnical University, St. Petersburg, Russia
- Theoretical Department, Ioffe Physical-Technical Institute of the Russian Academy of Sciences, St.Petersburg, Russia
| | - Diana Clausznitzer
- Institute for Medical Informatics and Biometry, Technische Universität Dresden, Dresden, Germany
| | - Lars Kaderali
- Institute for Medical Informatics and Biometry, Technische Universität Dresden, Dresden, Germany
| | - Nikolay A. Kolchanov
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
| | - Vladimir A. Ivanisenko
- Department of Systems Biology, Institute of Cytology and Genetics SB RAS, Novosibirsk, Russia
- PB-soft Llc, Novosibirsk, Russia
- * E-mail:
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138
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Macartney MJ, Irish D, Bridge SH, Garcia-Diaz A, Booth CL, McCormick AL, Labbett W, Smith C, Velazquez C, Tanwar S, Trembling P, Jacobs M, Dusheiko G, Rosenberg W, Haque T. Telaprevir or boceprevir based therapy for chronic hepatitis C infection: development of resistance-associated variants in treatment failure. Antiviral Res 2014; 105:112-7. [PMID: 24594347 DOI: 10.1016/j.antiviral.2014.02.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2014] [Revised: 02/19/2014] [Accepted: 02/23/2014] [Indexed: 12/14/2022]
Abstract
The use of triple-therapy, pegylated-interferon, ribavirin and either of the first generation hepatitis C virus (HCV) protease inhibitors telaprevir or boceprevir, is the new standard of care for treating genotype 1 chronic HCV. Clinical trials have shown response rates of around 70-80%, but there is limited data from the use of this combination outside this setting. Through an expanded access programme, we treated 59 patients, treatment naïve and experienced, with triple therapy. Baseline factors predicting treatment response or failure during triple therapy phase were identified in 58 patients. Thirty seven (63.8%) of 58 patients had undetectable HCV RNA 12weeks after the end of treatment. Genotype 1a (p=0.053), null-response to previous treatment (p=0.034), the rate of viral load decline after 12weeks of previous interferon-based treatment (p=0.033) were all associated with triple-therapy failure. The most common cause of on-treatment failure for telaprevir-based regimens was the development of resistance-associated variants (RAVs) at amino acids 36 and/or 155 of HCV protease (p=0.027) whereas in boceprevir-based regimens mutations at amino acid 54 were significant (p=0.015). SVR12 rates approaching 64% were achieved using triple therapy outside the clinical trial setting, in a patient cohort that included cirrhotics.
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Affiliation(s)
- Malcolm J Macartney
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom.
| | - Dianne Irish
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Simon H Bridge
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Ana Garcia-Diaz
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Clare L Booth
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Adele L McCormick
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Wendy Labbett
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Colette Smith
- Department of Population Studies, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Carmen Velazquez
- Directorate of Hepatology, Nephrology and Transplantation, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Sudeep Tanwar
- UCL Institute for Liver and Digestive Health, Royal Free Campus, Rowland Hill Street, London NW3 2PF, United Kingdom
| | - Paul Trembling
- UCL Institute for Liver and Digestive Health, Royal Free Campus, Rowland Hill Street, London NW3 2PF, United Kingdom
| | - Michael Jacobs
- Directorate of Hepatology, Nephrology and Transplantation, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - Geoff Dusheiko
- Directorate of Hepatology, Nephrology and Transplantation, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
| | - William Rosenberg
- Directorate of Hepatology, Nephrology and Transplantation, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom; UCL Institute for Liver and Digestive Health, Royal Free Campus, Rowland Hill Street, London NW3 2PF, United Kingdom
| | - Tanzina Haque
- Department of Virology, Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, United Kingdom
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139
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Welsch C. Genetic barrier and variant fitness in hepatitis C as critical parameters for drug resistance development. DRUG DISCOVERY TODAY. TECHNOLOGIES 2014; 11:19-25. [PMID: 24847649 DOI: 10.1016/j.ddtec.2013.12.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The approval of direct-acting antiviral agents (DAAs) has marked a pivotal change in the treatment landscape of chronic hepatitis C. As for DAAs targeting other viral diseases, there are concerns regarding the development of resistant viral variants. Their selection allows the virus to escape from drug pressure with subsequent treatment failure. The emergence of resistant variants depends on multiple factors that range from genetic barriers to mutations to the fitness of viral variants. This article illustrates the basic mechanisms underlying development of resistance to specific antiviral agents with a special emphasis on NS3 protease inhibitors. The role of fitness deficits and compensation for variant selection and persistence is discussed together with technical issues in sequencing as well as clinical implications in the use of DAAs now and in the future.
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140
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The competitive binding between inhibitors and substrates of HCV NS3/4A protease: A general mechanism of drug resistance. Antiviral Res 2014; 103:60-70. [DOI: 10.1016/j.antiviral.2014.01.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Revised: 01/05/2014] [Accepted: 01/13/2014] [Indexed: 11/19/2022]
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141
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Brochot E, Riachi G, Plantier JC, Guillemard C, Vabret A, Mathurin P, Nguyen-Khac E, Duverlie G. Kinetics of relapse after pegylated interferon and ribavirin therapy for chronic hepatitis C. J Med Virol 2014; 85:1191-8. [PMID: 23918537 DOI: 10.1002/jmv.23592] [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: 02/21/2013] [Indexed: 01/18/2023]
Abstract
To optimize standard treatment of chronic hepatitis C in responder patients who have achieved undetectable viral load, a prospective study was conducted to determine the factors and kinetics of virologic relapse. Responder patients were monitored 2, 4, 8, 12, 16, and 24 weeks after the end of treatment with pegylated interferon and ribavirin. Forty-seven of the 154 patients (30.5%) relapsed. Relapse was significantly associated with absence of rapid virologic response (RVR), retreatment, higher baseline viral load, older age, and lower weight-based dose of pegylated interferon. Relapse was more frequent in patients failing to achieve a RVR after receiving pegylated interferon alpha 2a < 2.5 µg/week or alpha 2b < 1.5 µg/week (P = 0.002). Among patients infected with hepatitis C virus (HCV) genotype 1 with non-CC IL-28B polymorphism (rs12979860), viral decay during treatment was lower in relapsers (P = 0.003 at week 4). Relapse was detected at weeks 2, 4, 8, and 12 after the end of treatment for 5, 8, 10, and 6 patients infected with HCV genotype 1, respectively. Positive predictive values for sustained virologic response were 70.9%, 80.2%, 91.9%, and 98.8% at weeks 2, 4, 8, and 12, respectively. Only one patient relapsed beyond 24 weeks. Closer follow-up and treatment adaptation in patients failing to achieve RVR may decrease the relapse rate in slower responders and heavier patients. Monitoring viral load as early as 1 month after the end of treatment could be useful to assess virologic response.
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Affiliation(s)
- Etienne Brochot
- Department of Virology, Amiens University Hospital, Amiens, France.
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142
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Adkison KK, Jones LS, Lou Y, Gan J, Wilfret DA. Effects of omeprazole and ritonavir on absorption and elimination of the hepatitis C virus NS5A inhibitor GSK2336805 in healthy adults. Clin Pharmacol Drug Dev 2014; 3:338-45. [DOI: 10.1002/cpdd.104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 01/07/2014] [Indexed: 11/07/2022]
Affiliation(s)
| | | | - Yu Lou
- GlaxoSmithKline; Research Triangle Park NC USA
| | - Jianjun Gan
- GlaxoSmithKline; Research Triangle Park NC USA
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143
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Feld JJ. The beginning of the end: what is the future of interferon therapy for chronic hepatitis C? Antiviral Res 2014; 105:32-8. [PMID: 24548815 DOI: 10.1016/j.antiviral.2014.02.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 02/04/2014] [Accepted: 02/07/2014] [Indexed: 02/07/2023]
Abstract
Interferon has been the backbone of therapy for hepatitis C virus (HCV) infection for over 20years. Initial response rates were poor, however they have slowly but steadily improved, such that with the addition of the nucleotide analogue ribavirin and the pegylation of interferon, over 50% of infected individuals could be cured with a course of therapy. However, interferon therapy is not ideal, requiring up to a year of weekly injections and associated with numerous systemic side effects. Advances in understanding of the HCV lifecycle have led to the development of numerous highly effective, well-tolerated oral direct acting antivirals (DAAs). Although the first DAAs were combined with peginterferon and ribavirin, with the rapid progress in the field, it is likely that interferon-free therapy will be available for most patients in the relatively near future. In the short term, peginterferon will be required with either the protease inhibitor simeprevir, or the nucleotide analogue polymerase inhibitor, sofosbuvir, for the treatment of genotype 1 infection. Peginterferon also appears to be a useful adjunct to sofosbuvir and ribavirin for patients with genotype 3 infection, particularly those with cirrhosis. In the future, once combination DAA therapies are available, peginterferon will serve a smaller and smaller role. Peginterferon may be useful as part of QUAD therapy with 2 DAAs and ribavirin in prior null responders or in patients who fail DAA regimens with multi-drug resistant HCV. Peginterferon may also have a role in resource-limited regions to reduce the number and/or duration of DAAs required. Ultimately, although peginterferon will remain a salvage therapy, its days as a mainstay of therapy are definitely numbered.
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Affiliation(s)
- Jordan J Feld
- Toronto Centre for Liver Disease, Sandra Rotman Centre for Global Health, University of Toronto, Canada.
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144
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Wadood A, Riaz M, Uddin R, ul-Haq Z. In silico identification and evaluation of leads for the simultaneous inhibition of protease and helicase activities of HCV NS3/4A protease using complex based pharmacophore mapping and virtual screening. PLoS One 2014; 9:e89109. [PMID: 24551230 PMCID: PMC3923879 DOI: 10.1371/journal.pone.0089109] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 01/17/2014] [Indexed: 01/09/2023] Open
Abstract
Hepatitis C virus (HCV) infection is an alarming and growing threat to public health. The present treatment gives limited efficacy and is poorly tolerated, recommending the urgent medical demand for novel therapeutics. NS3/4A protease is a significant emerging target for the treatment of HCV infection. This work reports the complex-based pharmacophore modeling to find out the important pharmacophoric features essential for the inhibition of both protease and helicase activity of NS3/4A protein of HCV. A seven featured pharmacophore model of HCV NS3/4A protease was developed from the crystal structure of NS3/4A protease in complex with a macrocyclic inhibitor interacting with both protease and helicase sites residues via MOE pharmacophore constructing tool. It consists of four hydrogen bond acceptors (Acc), one hydrophobic (Hyd), one for lone pair or active hydrogen (Atom L) and a heavy atom feature (Atom Q). The generated pharmacophore model was validated by a test database of seventy known inhibitors containing 55 active and 15 inactive/least active compounds. The validated pharmacophore model was used to virtually screen the ChemBridge database. As a result of screening 1009 hits were retrieved and were subjected to filtering by Lipinski’s rule of five on the basis of which 786 hits were selected for further assessment using molecular docking studies. Finally, 15 hits of different scaffolds having interactions with important active site residues were predicted as lead candidates. These candidates having unique scaffolds have a strong likelihood to act as further starting points in the development of novel and potent NS3/4A protease inhibitors.
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Affiliation(s)
- Abdul Wadood
- Computational Medicinal Chemistry Laboratory, Department of Biochemistry Abdul Wali Khan University Mardan, Mardan, Khyber Pakhthunkhwa, Pakistan
- * E-mail:
| | - Muhammad Riaz
- Computational Medicinal Chemistry Laboratory, Department of Biochemistry Abdul Wali Khan University Mardan, Mardan, Khyber Pakhthunkhwa, Pakistan
| | - Reaz Uddin
- Dr. Panjwani Center for Molecular Medicine and Drug Research, University of Karachi, Karach, Sindh, Pakistan
| | - Zaheer ul-Haq
- Dr. Panjwani Center for Molecular Medicine and Drug Research, University of Karachi, Karach, Sindh, Pakistan
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145
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Ivanisenko NV, Mishchenko EL, Akberdin IR, Demenkov PS, Likhoshvai VA, Kozlov KN, Todorov DI, Samsonova MG, Samsonov AM, Kolchanov NA, Ivanisenko VA. Replication of the subgenomic hepatitis C virus replicon in the presence of the NS3 protease inhibitors: a stochastic model. Biophysics (Nagoya-shi) 2014. [DOI: 10.1134/s0006350913050059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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146
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Belema M, Lopez OD, Bender JA, Romine JL, St Laurent DR, Langley DR, Lemm JA, O'Boyle DR, Sun JH, Wang C, Fridell RA, Meanwell NA. Discovery and development of hepatitis C virus NS5A replication complex inhibitors. J Med Chem 2014; 57:1643-72. [PMID: 24621191 DOI: 10.1021/jm401793m] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Lead inhibitors that target the function of the hepatitis C virus (HCV) nonstructural 5A (NS5A) protein have been identified by phenotypic screening campaigns using HCV subgenomic replicons. The demonstration of antiviral activity in HCV-infected subjects by the HCV NS5A replication complex inhibitor (RCI) daclatasvir (1) spawned considerable interest in this mechanistic approach. In this Perspective, we summarize the medicinal chemistry studies that led to the discovery of 1 and other chemotypes for which resistance maps to the NS5A protein and provide synopses of the profiles of many of the compounds currently in clinical trials. We also summarize what is currently known about the NS5A protein and the studies using NS5A RCIs and labeled analogues that are helping to illuminate aspects of both protein function and inhibitor interaction. We conclude with a synopsis of the results of notable clinical trials with HCV NS5A RCIs.
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Affiliation(s)
- Makonen Belema
- Department of Discovery Chemistry, ‡Department of Virology Discovery, and §Department of Computer-Assisted Drug Design, Bristol-Myers Squibb Research and Development , 5 Research Parkway, Wallingford, Connecticut 06492, United States
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147
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Everson GT, Sims KD, Rodriguez-Torres M, Hézode C, Lawitz E, Bourlière M, Loustaud-Ratti V, Rustgi V, Schwartz H, Tatum H, Marcellin P, Pol S, Thuluvath PJ, Eley T, Wang X, Huang SP, McPhee F, Wind-Rotolo M, Chung E, Pasquinelli C, Grasela DM, Gardiner DF. Efficacy of an interferon- and ribavirin-free regimen of daclatasvir, asunaprevir, and BMS-791325 in treatment-naive patients with HCV genotype 1 infection. Gastroenterology 2014; 146:420-9. [PMID: 24184132 DOI: 10.1053/j.gastro.2013.10.057] [Citation(s) in RCA: 175] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Revised: 10/21/2013] [Accepted: 10/26/2013] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS The combination of peginterferon and ribavirin with telaprevir or boceprevir is the standard treatment of hepatitis C virus (HCV) genotype 1 infection. However, these drugs are not well tolerated because of their side effects and suboptimal virologic responses. In a phase 2a, open-label study, we examined the safety and efficacy of an interferon-free, ribavirin-free regimen of direct-acting antivirals, comprising daclatasvir (an NS5A replication complex inhibitor), asunaprevir (an NS3 protease inhibitor), and BMS-791325 (a non-nucleoside NS5B inhibitor), in patients with chronic HCV infection. METHODS We analyzed data from 66 treatment-naive patients with HCV genotype 1 infection without cirrhosis who were assigned randomly to groups given daclatasvir (60 mg, once daily), asunaprevir (200 mg, twice daily), and BMS-791325 (75 or 150 mg, twice daily) for 12 or 24 weeks. The primary end point was an HCV-RNA level less than 25 IU/mL at 12 weeks after treatment (sustained virologic response at 12 weeks [SVR12]). RESULTS In 64 patients, HCV-RNA levels were less than 25 IU/mL by week 4 of treatment (including 48 of 49 patients with HCV genotype 1a infection and 45 of 46 patients with the non-CC interleukin 28B genotype). Sixty-one patients (92%) achieved SVR12, based on a modified intention-to-treat analysis. Virologic responses were similar between 12 and 24 weeks of treatment. During the study, 2 patients experienced viral breakthrough and 1 patient relapsed. There were no grade 3-4 increases in levels of alanine or aspartate aminotransferases or bilirubin; there were no deaths or discontinuations resulting from serious adverse events or adverse events related to the treatment regimen. The most common adverse events were headache, asthenia, and gastrointestinal symptoms. CONCLUSIONS In a phase 2a study, the all-oral, interferon-free, and ribavirin-free regimen of daclatasvir, asunaprevir, and BMS-791325 was well tolerated and achieved high rates of SVR12 in patients with HCV genotype 1 infection. Further studies of this regimen are warranted. ClinicalTrials.gov, number NCT01455090.
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Affiliation(s)
| | | | | | - Christophe Hézode
- Service d'Hépato-Gastroentérologie, CHU Henri Mondor, Créteil, France
| | - Eric Lawitz
- The Texas Liver Institute, University of Texas Health Science Center, San Antonio, Texas
| | - Marc Bourlière
- Service d'Hépato-Gastroentérologie, Hôpital Saint Joseph, Marseille, France
| | | | | | | | | | | | - Stanislas Pol
- Université Paris Descartes, INSERM U1610 and Liver Unit, Hôpital Cochin, Paris, France
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148
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Ninomiya M, Ueno Y, Shimosegawa T. Application of deep sequence technology in hepatology. Hepatol Res 2014; 44:141-8. [PMID: 23905712 DOI: 10.1111/hepr.12214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Revised: 07/02/2013] [Accepted: 07/25/2013] [Indexed: 02/08/2023]
Abstract
Deep sequencing technologies are currently cutting edge, and are opening fascinating opportunities in biomedicine, producing over 100-times more data compared to the conventional capillary sequencers based on the Sanger method. Next-generation sequencing (NGS) is now generally defined as the sequencing technology that, by employing parallel sequencing processes, producing thousands or millions of sequence reads simultaneously. Since the GS20 was released as the first NGS sequencer on the market by 454 Life Sciences, the competition in the development of the new sequencers has become intense. In this review, we describe the current deep sequencing systems and discuss the application of advanced technologies in the field of hepatology.
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Affiliation(s)
- Masashi Ninomiya
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai
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149
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Kakarla R, Liu J, Naduthambi D, Chang W, Mosley RT, Bao D, Steuer HMM, Keilman M, Bansal S, Lam AM, Seibel W, Neilson S, Furman PA, Sofia MJ. Discovery of a novel class of potent HCV NS4B inhibitors: SAR studies on piperazinone derivatives. J Med Chem 2014; 57:2136-60. [PMID: 24476391 DOI: 10.1021/jm4012643] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
HTS screening identified compound 2a (piperazinone derivative) as a low micromolar HCV genotype 1 (GT-1) inhibitor. Resistance mapping studies suggested that this piperazinone chemotype targets the HCV nonstructural protein NS4B. Extensive SAR studies were performed around 2a and the amide function and the C-3/C-6 cis stereochemistry of the piperazinone core were essential for HCV activity. A 10-fold increase in GT-1 potency was observed when the chiral phenylcyclopropyl amide side chain of 2a was replaced with p-fluorophenylisoxazole-carbonyl moiety (67). Replacing the C-6 nonpolar hydrophobic moiety of 67 with a phenyl moiety (95) did not diminish the GT-1 potency. A heterocyclic thiophene moiety (103) and an isoxazole moiety (108) were incorporated as isosteric replacements for the C-6 phenyl moiety (95), resulting in significant improvement in GT-1b and 1a potency. However, the piperazonone class of compounds lacks GT-2 activity and, consequently, were not pursued further into development.
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Affiliation(s)
- Ramesh Kakarla
- Pharmasset, Inc. 303A College Road East, Princeton, New Jersey 08540, United States
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150
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Guedj J, Pang PS, Denning J, Rodriguez-Torres M, Lawitz E, Symonds W, Perelson AS. Analysis of hepatitis C viral kinetics during administration of two nucleotide analogues: sofosbuvir (GS-7977) and GS-0938. Antivir Ther 2014; 19:211-20. [PMID: 24464551 DOI: 10.3851/imp2733] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/28/2013] [Indexed: 01/29/2023]
Abstract
BACKGROUND Sofosbuvir (GS-7977) and GS-0938 are nucleotide analogue HCV polymerase inhibitors, with sofosbuvir being a pyrimidine and GS-0938 being a purine. Mathematical modelling has provided important insights for characterizing HCV RNA decline and for estimating the in vivo effectiveness of single direct-acting antiviral agents (DAAs); however it has not been used to characterize viral kinetics with combination DAA therapy. METHODS We evaluated the antiviral activity of sofosbuvir and GS-0938 given alone and in combination for 14 days in 32 HCV genotype 1 treatment-naive patients (P2938-0212; NUCLEAR study). RESULTS Viral load declined rapidly in a biphasic manner in all subjects and could be well fitted by assuming that both drugs had a similar and additive level of effectiveness in reducing viral production equal to 99.96%, on average. The model predicted that this level of effectiveness was not reached until 0.6 and 2 days for GS-0938 and sofosbuvir, respectively, and likely represents the time needed to accumulate intracellular triphosphates. Subsequently, both drugs led to a rapid second phase of viral decline with a mean rate of 0.35 d(-1). No effect of IL28B-polymorphism was found on viral kinetic parameters. CONCLUSIONS Both sofosbuvir and GS-0938 are highly effective at blocking viral production from HCV-infected cells. Both drugs led to a rapid and consistent second phase viral decline and exhibited no breakthroughs or other signs of resistance. From a kinetics perspective, because both drugs were of the same class there was little benefit in combining them, suggesting that future DAA combinations should consider utilizing drugs with different modes of action.
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Affiliation(s)
- Jeremie Guedj
- INSERM UMR 738, University Paris Diderot, F-75018 Paris, France
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