Skip to main content
Top
Published in: BMC Infectious Diseases 1/2014

Open Access 01-12-2014 | Research article

Deep sequencing of hepatitis C virus hypervariable region 1 reveals no correlation between genetic heterogeneity and antiviral treatment outcome

Authors: Kamila Caraballo Cortés, Osvaldo Zagordi, Karol Perlejewski, Tomasz Laskus, Krzysztof Maroszek, Iwona Bukowska-Ośko, Agnieszka Pawełczyk, Rafał Płoski, Hanna Berak, Andrzej Horban, Marek Radkowski

Published in: BMC Infectious Diseases | Issue 1/2014

Login to get access

Abstract

Background

Hypervariable region 1 (HVR1) contained within envelope protein 2 (E2) gene is the most variable part of HCV genome and its translation product is a major target for the host immune response. Variability within HVR1 may facilitate evasion of the immune response and could affect treatment outcome. The aim of the study was to analyze the impact of HVR1 heterogeneity employing sensitive ultra-deep sequencing, on the outcome of PEG-IFN-α (pegylated interferon α) and ribavirin treatment.

Methods

HVR1 sequences were amplified from pretreatment serum samples of 25 patients infected with genotype 1b HCV (12 responders and 13 non-responders) and were subjected to pyrosequencing (GS Junior, 454/Roche). Reads were corrected for sequencing error using ShoRAH software, while population reconstruction was done using three different minimal variant frequency cut-offs of 1%, 2% and 5%. Statistical analysis was done using Mann–Whitney and Fisher’s exact tests.

Results

Complexity, Shannon entropy, nucleotide diversity per site, genetic distance and the number of genetic substitutions were not significantly different between responders and non-responders, when analyzing viral populations at any of the three frequencies (≥1%, ≥2% and ≥5%). When clonal sample was used to determine pyrosequencing error, 4% of reads were found to be incorrect and the most abundant variant was present at a frequency of 1.48%. Use of ShoRAH reduced the sequencing error to 1%, with the most abundant erroneous variant present at frequency of 0.5%.

Conclusions

While deep sequencing revealed complex genetic heterogeneity of HVR1 in chronic hepatitis C patients, there was no correlation between treatment outcome and any of the analyzed quasispecies parameters.
Appendix
Available only for authorised users
Literature
1.
go back to reference Martell M, Esteban JI, Quer J, Genesca J, Weiner A, Esteban R, Guardia J, Gomez J: Hepatitis C virus (HCV) circulates as a population of different but closely related genomes: quasispecies nature of HCV genome distribution. J Virol. 1992, 66 (5): 3225-3229.PubMedPubMedCentral Martell M, Esteban JI, Quer J, Genesca J, Weiner A, Esteban R, Guardia J, Gomez J: Hepatitis C virus (HCV) circulates as a population of different but closely related genomes: quasispecies nature of HCV genome distribution. J Virol. 1992, 66 (5): 3225-3229.PubMedPubMedCentral
2.
go back to reference Duarte EA, Novella IS, Weaver SC, Domingo E, Wain-Hobson S, Clarke DK, Moya A, Elena SF, de la Torre JC, Holland JJ: RNA virus quasispecies: significance for viral disease and epidemiology. Infect Agents Dis. 1994, 3 (4): 201-214.PubMed Duarte EA, Novella IS, Weaver SC, Domingo E, Wain-Hobson S, Clarke DK, Moya A, Elena SF, de la Torre JC, Holland JJ: RNA virus quasispecies: significance for viral disease and epidemiology. Infect Agents Dis. 1994, 3 (4): 201-214.PubMed
3.
go back to reference Kato N, Ootsuyama Y, Ohkoshi S, Nakazawa T, Sekiya H, Hijikata M, Shimotohno K: Characterization of hypervariable regions in the putative envelope protein of hepatitis C virus. Biochem Biophys Res Commun. 1992, 189 (1): 119-127. 10.1016/0006-291X(92)91533-V.CrossRefPubMed Kato N, Ootsuyama Y, Ohkoshi S, Nakazawa T, Sekiya H, Hijikata M, Shimotohno K: Characterization of hypervariable regions in the putative envelope protein of hepatitis C virus. Biochem Biophys Res Commun. 1992, 189 (1): 119-127. 10.1016/0006-291X(92)91533-V.CrossRefPubMed
5.
go back to reference Kato N, Sekiya H, Ootsuyama Y, Nakazawa T, Hijikata M, Ohkoshi S, Shimotohno K: Humoral immune response to hypervariable region 1 of the putative envelope glycoprotein (gp70) of hepatitis C virus. J Virol. 1993, 67 (7): 3923-3930.PubMedPubMedCentral Kato N, Sekiya H, Ootsuyama Y, Nakazawa T, Hijikata M, Ohkoshi S, Shimotohno K: Humoral immune response to hypervariable region 1 of the putative envelope glycoprotein (gp70) of hepatitis C virus. J Virol. 1993, 67 (7): 3923-3930.PubMedPubMedCentral
6.
go back to reference Guglietta S, Garbuglia AR, Pacciani V, Scotta C, Perrone MP, Laurenti L, Spada E, Mele A, Capobianchi MR, Taliani G, Folgori A, Vitelli A, Ruggeri L, Nicosia A, Piccolella E, Del Porto P: Positive selection of cytotoxic T lymphocyte escape variants during acute hepatitis C virus infection. Eur J Immunol. 2005, 35 (9): 2627-2637. 10.1002/eji.200526067.CrossRefPubMed Guglietta S, Garbuglia AR, Pacciani V, Scotta C, Perrone MP, Laurenti L, Spada E, Mele A, Capobianchi MR, Taliani G, Folgori A, Vitelli A, Ruggeri L, Nicosia A, Piccolella E, Del Porto P: Positive selection of cytotoxic T lymphocyte escape variants during acute hepatitis C virus infection. Eur J Immunol. 2005, 35 (9): 2627-2637. 10.1002/eji.200526067.CrossRefPubMed
7.
go back to reference Zoulim F, Chevallier M, Maynard M, Trepo C: Clinical consequences of hepatitis C virus infection. Rev Med Virol. 2003, 13 (1): 57-68. 10.1002/rmv.371.CrossRefPubMed Zoulim F, Chevallier M, Maynard M, Trepo C: Clinical consequences of hepatitis C virus infection. Rev Med Virol. 2003, 13 (1): 57-68. 10.1002/rmv.371.CrossRefPubMed
8.
go back to reference Hoofnagle JH: Hepatitis C: the clinical spectrum of disease. Hepatology. 1997, 26 (3 Suppl 1): 15S-20S.CrossRefPubMed Hoofnagle JH: Hepatitis C: the clinical spectrum of disease. Hepatology. 1997, 26 (3 Suppl 1): 15S-20S.CrossRefPubMed
9.
go back to reference Farci P, Shimoda A, Coiana A, Diaz G, Peddis G, Melpolder JC, Strazzera A, Chien DY, Munoz SJ, Balestrieri A, Purcell RH, Alter HJ: The outcome of acute hepatitis C predicted by the evolution of the viral quasispecies. Science. 2000, 288 (5464): 339-344. 10.1126/science.288.5464.339.CrossRefPubMed Farci P, Shimoda A, Coiana A, Diaz G, Peddis G, Melpolder JC, Strazzera A, Chien DY, Munoz SJ, Balestrieri A, Purcell RH, Alter HJ: The outcome of acute hepatitis C predicted by the evolution of the viral quasispecies. Science. 2000, 288 (5464): 339-344. 10.1126/science.288.5464.339.CrossRefPubMed
10.
go back to reference Laskus T, Wilkinson J, Gallegos-Orozco JF, Radkowski M, Adair DM, Nowicki M, Operskalski E, Buskell Z, Seeff LB, Vargas H, Rakela J: Analysis of hepatitis C virus quasispecies transmission and evolution in patients infected through blood transfusion. Gastroenterology. 2004, 127 (3): 764-776. 10.1053/j.gastro.2004.06.005.CrossRefPubMed Laskus T, Wilkinson J, Gallegos-Orozco JF, Radkowski M, Adair DM, Nowicki M, Operskalski E, Buskell Z, Seeff LB, Vargas H, Rakela J: Analysis of hepatitis C virus quasispecies transmission and evolution in patients infected through blood transfusion. Gastroenterology. 2004, 127 (3): 764-776. 10.1053/j.gastro.2004.06.005.CrossRefPubMed
11.
go back to reference McHutchison JG, Poynard T, Pianko S, Gordon SC, Reid AE, Dienstag J, Morgan T, Yao R, Albrecht J: The impact of interferon plus ribavirin on response to therapy in black patients with chronic hepatitis C. The International Hepatitis Interventional Therapy Group. Gastroenterology. 2000, 119 (5): 1317-1323. 10.1053/gast.2000.19289.CrossRefPubMed McHutchison JG, Poynard T, Pianko S, Gordon SC, Reid AE, Dienstag J, Morgan T, Yao R, Albrecht J: The impact of interferon plus ribavirin on response to therapy in black patients with chronic hepatitis C. The International Hepatitis Interventional Therapy Group. Gastroenterology. 2000, 119 (5): 1317-1323. 10.1053/gast.2000.19289.CrossRefPubMed
12.
go back to reference Lam NP, Pitrak D, Speralakis R, Lau AH, Wiley TE, Layden TJ: Effect of obesity on pharmacokinetics and biologic effect of interferon-alpha in hepatitis C. Dig Dis Sci. 1997, 42 (1): 178-185. 10.1023/A:1018865928308.CrossRefPubMed Lam NP, Pitrak D, Speralakis R, Lau AH, Wiley TE, Layden TJ: Effect of obesity on pharmacokinetics and biologic effect of interferon-alpha in hepatitis C. Dig Dis Sci. 1997, 42 (1): 178-185. 10.1023/A:1018865928308.CrossRefPubMed
13.
go back to reference Asselah T, Estrabaud E, Bieche I, Lapalus M, De Muynck S, Vidaud M, Saadoun D, Soumelis V, Marcellin P: Hepatitis C: viral and host factors associated with non-response to pegylated interferon plus ribavirin. Liver Int. 2010, 30 (9): 1259-1269. 10.1111/j.1478-3231.2010.02283.x.CrossRefPubMedPubMedCentral Asselah T, Estrabaud E, Bieche I, Lapalus M, De Muynck S, Vidaud M, Saadoun D, Soumelis V, Marcellin P: Hepatitis C: viral and host factors associated with non-response to pegylated interferon plus ribavirin. Liver Int. 2010, 30 (9): 1259-1269. 10.1111/j.1478-3231.2010.02283.x.CrossRefPubMedPubMedCentral
14.
go back to reference Ijichi S, Izumo S, Nagai M, Shinmyozu K, Hall WW, Osame M: Anti-viral and immunomodulatory effects of interferon-alpha on cultured lymphocytes from patients with human T lymphotropic virus type I-associated myelopathy (HAM/TSP). J Neuroimmunol. 1995, 61 (2): 213-221. 10.1016/0165-5728(95)00101-7.CrossRefPubMed Ijichi S, Izumo S, Nagai M, Shinmyozu K, Hall WW, Osame M: Anti-viral and immunomodulatory effects of interferon-alpha on cultured lymphocytes from patients with human T lymphotropic virus type I-associated myelopathy (HAM/TSP). J Neuroimmunol. 1995, 61 (2): 213-221. 10.1016/0165-5728(95)00101-7.CrossRefPubMed
15.
go back to reference Shindo M, Hamada K, Koya S, Arai K, Sokawa Y, Okuno T: The clinical significance of changes in genetic heterogeneity of the hypervariable region 1 in chronic hepatitis C with interferon therapy. Hepatology. 1996, 24 (5): 1018-1023. 10.1002/hep.510240507.CrossRefPubMed Shindo M, Hamada K, Koya S, Arai K, Sokawa Y, Okuno T: The clinical significance of changes in genetic heterogeneity of the hypervariable region 1 in chronic hepatitis C with interferon therapy. Hepatology. 1996, 24 (5): 1018-1023. 10.1002/hep.510240507.CrossRefPubMed
16.
go back to reference Polyak SJ, McArdle S, Liu SL, Sullivan DG, Chung M, Hofgartner WT, Carithers RL, McMahon BJ, Mullins JI, Corey L, Gretch DR, Diaz G, Balestrieri A, Purcell RH: Evolution of hepatitis C virus quasispecies in hypervariable region 1 and the putative interferon sensitivity-determining region during interferon therapy and natural infection. J Virol. 1998, 72 (5): 4288-4296.PubMedPubMedCentral Polyak SJ, McArdle S, Liu SL, Sullivan DG, Chung M, Hofgartner WT, Carithers RL, McMahon BJ, Mullins JI, Corey L, Gretch DR, Diaz G, Balestrieri A, Purcell RH: Evolution of hepatitis C virus quasispecies in hypervariable region 1 and the putative interferon sensitivity-determining region during interferon therapy and natural infection. J Virol. 1998, 72 (5): 4288-4296.PubMedPubMedCentral
17.
go back to reference Sandres K, Dubois M, Pasquier C, Payen JL, Alric L, Duffaut M, Vinel JP, Pascal JP, Puel J, Izopet J: Genetic heterogeneity of hypervariable region 1 of the hepatitis C virus (HCV) genome and sensitivity of HCV to alpha interferon therapy. J Virol. 2000, 74 (2): 661-668. 10.1128/JVI.74.2.661-668.2000.CrossRefPubMedPubMedCentral Sandres K, Dubois M, Pasquier C, Payen JL, Alric L, Duffaut M, Vinel JP, Pascal JP, Puel J, Izopet J: Genetic heterogeneity of hypervariable region 1 of the hepatitis C virus (HCV) genome and sensitivity of HCV to alpha interferon therapy. J Virol. 2000, 74 (2): 661-668. 10.1128/JVI.74.2.661-668.2000.CrossRefPubMedPubMedCentral
18.
go back to reference Farci P, Strazzera R, Alter HJ, Farci S, Degioannis D, Coiana A, Peddis G, Usai F, Serra G, Chessa L, et al: Early changes in hepatitis C viral quasispecies during interferon therapy predict the therapeutic outcome. Proc Natl Acad Sci U S A. 2002, 99 (5): 3081-3086. 10.1073/pnas.052712599.CrossRefPubMedPubMedCentral Farci P, Strazzera R, Alter HJ, Farci S, Degioannis D, Coiana A, Peddis G, Usai F, Serra G, Chessa L, et al: Early changes in hepatitis C viral quasispecies during interferon therapy predict the therapeutic outcome. Proc Natl Acad Sci U S A. 2002, 99 (5): 3081-3086. 10.1073/pnas.052712599.CrossRefPubMedPubMedCentral
19.
go back to reference Pawlotsky JM, Germanidis G, Frainais PO, Bouvier M, Soulier A, Pellerin M, Dhumeaux D: Evolution of the hepatitis C virus second envelope protein hypervariable region in chronically infected patients receiving alpha interferon therapy. J Virol. 1999, 73 (8): 6490-6499.PubMedPubMedCentral Pawlotsky JM, Germanidis G, Frainais PO, Bouvier M, Soulier A, Pellerin M, Dhumeaux D: Evolution of the hepatitis C virus second envelope protein hypervariable region in chronically infected patients receiving alpha interferon therapy. J Virol. 1999, 73 (8): 6490-6499.PubMedPubMedCentral
20.
go back to reference Cuevas JM, Torres-Puente M, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Carnicer F, Olmo JD, Ortega E, Moya A, Gonzalez-Candelas F: Refined analysis of genetic variability parameters in hepatitis C virus and the ability to predict antiviral treatment response. J Viral Hepat. 2008, 15 (8): 578-590. 10.1111/j.1365-2893.2008.00991.x.CrossRefPubMed Cuevas JM, Torres-Puente M, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Carnicer F, Olmo JD, Ortega E, Moya A, Gonzalez-Candelas F: Refined analysis of genetic variability parameters in hepatitis C virus and the ability to predict antiviral treatment response. J Viral Hepat. 2008, 15 (8): 578-590. 10.1111/j.1365-2893.2008.00991.x.CrossRefPubMed
21.
go back to reference Wang C, Mitsuya Y, Gharizadeh B, Ronaghi M, Shafer RW: Characterization of mutation spectra with ultra-deep pyrosequencing: application to HIV-1 drug resistance. Genome Res. 2007, 17 (8): 1195-1201. 10.1101/gr.6468307.CrossRefPubMedPubMedCentral Wang C, Mitsuya Y, Gharizadeh B, Ronaghi M, Shafer RW: Characterization of mutation spectra with ultra-deep pyrosequencing: application to HIV-1 drug resistance. Genome Res. 2007, 17 (8): 1195-1201. 10.1101/gr.6468307.CrossRefPubMedPubMedCentral
22.
go back to reference Simen BB, Simons JF, Hullsiek KH, Novak RM, Macarthur RD, Baxter JD, Huang C, Lubeski C, Turenchalk GS, Braverman MS, Desany B, Rothberg JM, Egholm M, Kozal MJ, Terry Beirn Community Programs for Clinical Research on AIDS: Low-abundance drug-resistant viral variants in chronically HIV-infected, antiretroviral treatment-naive patients significantly impact treatment outcomes. J Infect Dis. 2009, 199 (5): 693-701. 10.1086/596736.CrossRefPubMed Simen BB, Simons JF, Hullsiek KH, Novak RM, Macarthur RD, Baxter JD, Huang C, Lubeski C, Turenchalk GS, Braverman MS, Desany B, Rothberg JM, Egholm M, Kozal MJ, Terry Beirn Community Programs for Clinical Research on AIDS: Low-abundance drug-resistant viral variants in chronically HIV-infected, antiretroviral treatment-naive patients significantly impact treatment outcomes. J Infect Dis. 2009, 199 (5): 693-701. 10.1086/596736.CrossRefPubMed
23.
go back to reference Spear GT, Sikaroodi M, Zariffard MR, Landay AL, French AL, Gillevet PM: Comparison of the diversity of the vaginal microbiota in HIV-infected and HIV-uninfected women with or without bacterial vaginosis. J Infect Dis. 2008, 198 (8): 1131-1140. 10.1086/591942.CrossRefPubMedPubMedCentral Spear GT, Sikaroodi M, Zariffard MR, Landay AL, French AL, Gillevet PM: Comparison of the diversity of the vaginal microbiota in HIV-infected and HIV-uninfected women with or without bacterial vaginosis. J Infect Dis. 2008, 198 (8): 1131-1140. 10.1086/591942.CrossRefPubMedPubMedCentral
24.
go back to reference Bull RA, Luciani F, McElroy K, Gaudieri S, Pham ST, Chopra A, Cameron B, Maher L, Dore GJ, White PA, Lloyd AR: Sequential bottlenecks drive viral evolution in early acute hepatitis C virus infection. PLoS Pathog. 2011, 7 (9): e1002243-10.1371/journal.ppat.1002243.CrossRefPubMedPubMedCentral Bull RA, Luciani F, McElroy K, Gaudieri S, Pham ST, Chopra A, Cameron B, Maher L, Dore GJ, White PA, Lloyd AR: Sequential bottlenecks drive viral evolution in early acute hepatitis C virus infection. PLoS Pathog. 2011, 7 (9): e1002243-10.1371/journal.ppat.1002243.CrossRefPubMedPubMedCentral
25.
go back to reference Nasu A, Marusawa H, Ueda Y, Nishijima N, Takahashi K, Osaki Y, Yamashita Y, Inokuma T, Tamada T, Fujiwara T, Sato F, Shimizu K, Chiba T: Genetic heterogeneity of hepatitis C virus in association with antiviral therapy determined by ultra-deep sequencing. PLoS ONE. 2011, 6 (9): e24907-10.1371/journal.pone.0024907.CrossRefPubMedPubMedCentral Nasu A, Marusawa H, Ueda Y, Nishijima N, Takahashi K, Osaki Y, Yamashita Y, Inokuma T, Tamada T, Fujiwara T, Sato F, Shimizu K, Chiba T: Genetic heterogeneity of hepatitis C virus in association with antiviral therapy determined by ultra-deep sequencing. PLoS ONE. 2011, 6 (9): e24907-10.1371/journal.pone.0024907.CrossRefPubMedPubMedCentral
26.
go back to reference Caraballo Cortes K, Zagordi O, Laskus T, Ploski R, Bukowska-Osko I, Pawelczyk A, Berak H, Radkowski M: Ultradeep pyrosequencing of hepatitis C virus hypervariable region 1 in quasispecies analysis. Biomed Res Int. 2013, 2013: 626083-CrossRefPubMedPubMedCentral Caraballo Cortes K, Zagordi O, Laskus T, Ploski R, Bukowska-Osko I, Pawelczyk A, Berak H, Radkowski M: Ultradeep pyrosequencing of hepatitis C virus hypervariable region 1 in quasispecies analysis. Biomed Res Int. 2013, 2013: 626083-CrossRefPubMedPubMedCentral
27.
go back to reference Zagordi O, Bhattacharya A, Eriksson N, Beerenwinkel N: ShoRAH: estimating the genetic diversity of a mixed sample from next-generation sequencing data. BMC Bioinformatics. 2011, 12: 119-10.1186/1471-2105-12-119.CrossRefPubMedPubMedCentral Zagordi O, Bhattacharya A, Eriksson N, Beerenwinkel N: ShoRAH: estimating the genetic diversity of a mixed sample from next-generation sequencing data. BMC Bioinformatics. 2011, 12: 119-10.1186/1471-2105-12-119.CrossRefPubMedPubMedCentral
28.
go back to reference Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S: MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011, 28 (10): 2731-2739. 10.1093/molbev/msr121.CrossRefPubMedPubMedCentral Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S: MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011, 28 (10): 2731-2739. 10.1093/molbev/msr121.CrossRefPubMedPubMedCentral
29.
go back to reference Tamura K, Nei M: Estimation of the number of nucleotide substitutions in the control region of mitochondrial DNA in humans and chimpanzees. Mol Biol Evol. 1993, 10 (3): 512-526.PubMed Tamura K, Nei M: Estimation of the number of nucleotide substitutions in the control region of mitochondrial DNA in humans and chimpanzees. Mol Biol Evol. 1993, 10 (3): 512-526.PubMed
30.
go back to reference Librado P, Rozas J: DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics. 2009, 25 (11): 1451-1452. 10.1093/bioinformatics/btp187.CrossRefPubMed Librado P, Rozas J: DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics. 2009, 25 (11): 1451-1452. 10.1093/bioinformatics/btp187.CrossRefPubMed
31.
go back to reference Abbate I, Cappiello G, Lo Iacono O, Longo R, Ferraro D, Antonucci G, Di Marco V, Di Stefano R, Craxi A, Solmone MC, Spanò A, Ippolito G, Capobianchi MR: Heterogeneity of HVR-1 quasispecies is predictive of early but not sustained virological response in genotype 1b-infected patients undergoing combined treatment with PEG- or STD-IFN plus RBV. J Biol Regul Homeost Agents. 2003, 17 (2): 162-165.PubMed Abbate I, Cappiello G, Lo Iacono O, Longo R, Ferraro D, Antonucci G, Di Marco V, Di Stefano R, Craxi A, Solmone MC, Spanò A, Ippolito G, Capobianchi MR: Heterogeneity of HVR-1 quasispecies is predictive of early but not sustained virological response in genotype 1b-infected patients undergoing combined treatment with PEG- or STD-IFN plus RBV. J Biol Regul Homeost Agents. 2003, 17 (2): 162-165.PubMed
32.
go back to reference Abbate I, Lo Iacono O, Di Stefano R, Cappiello G, Girardi E, Longo R, Ferraro D, Antonucci G, Di Marco V, Solmone M, Craxì A, Ippolito G, Capobianchi MR: HVR-1 quasispecies modifications occur early and are correlated to initial but not sustained response in HCV-infected patients treated with pegylated- or standard-interferon and ribavirin. J Hepatol. 2004, 40 (5): 831-836. 10.1016/j.jhep.2004.01.019.CrossRefPubMed Abbate I, Lo Iacono O, Di Stefano R, Cappiello G, Girardi E, Longo R, Ferraro D, Antonucci G, Di Marco V, Solmone M, Craxì A, Ippolito G, Capobianchi MR: HVR-1 quasispecies modifications occur early and are correlated to initial but not sustained response in HCV-infected patients treated with pegylated- or standard-interferon and ribavirin. J Hepatol. 2004, 40 (5): 831-836. 10.1016/j.jhep.2004.01.019.CrossRefPubMed
33.
go back to reference Morishima C, Polyak SJ, Ray R, Doherty MC, Di Bisceglie AM, Malet PF, Bonkovsky HL, Sullivan DG, Gretch DR, Rothman AL, Koziel MJ, Lindsay KL, Hepatitis C Antiviral Long-Term Treatment Against Cirrhosis Trial Group: Hepatitis C virus-specific immune responses and quasi-species variability at baseline are associated with nonresponse to antiviral therapy during advanced hepatitis C. J Infect Dis. 2006, 193 (7): 931-940. 10.1086/500952.CrossRefPubMed Morishima C, Polyak SJ, Ray R, Doherty MC, Di Bisceglie AM, Malet PF, Bonkovsky HL, Sullivan DG, Gretch DR, Rothman AL, Koziel MJ, Lindsay KL, Hepatitis C Antiviral Long-Term Treatment Against Cirrhosis Trial Group: Hepatitis C virus-specific immune responses and quasi-species variability at baseline are associated with nonresponse to antiviral therapy during advanced hepatitis C. J Infect Dis. 2006, 193 (7): 931-940. 10.1086/500952.CrossRefPubMed
34.
go back to reference Saludes V, Bracho MA, Valero O, Ardevol M, Planas R, Gonzalez-Candelas F, Ausina V, Martro E: Baseline prediction of combination therapy outcome in hepatitis C virus 1b infected patients by discriminant analysis using viral and host factors. PLoS ONE. 2010, 5 (11): e14132-10.1371/journal.pone.0014132.CrossRefPubMedPubMedCentral Saludes V, Bracho MA, Valero O, Ardevol M, Planas R, Gonzalez-Candelas F, Ausina V, Martro E: Baseline prediction of combination therapy outcome in hepatitis C virus 1b infected patients by discriminant analysis using viral and host factors. PLoS ONE. 2010, 5 (11): e14132-10.1371/journal.pone.0014132.CrossRefPubMedPubMedCentral
35.
go back to reference Pawlotsky JM, Pellerin M, Bouvier M, Roudot-Thoraval F, Germanidis G, Bastie A, Darthuy F, Remire J, Soussy CJ, Dhumeaux D: Genetic complexity of the hypervariable region 1 (HVR1) of hepatitis C virus (HCV): influence on the characteristics of the infection and responses to interferon alfa therapy in patients with chronic hepatitis C. J Med Virol. 1998, 54 (4): 256-264. 10.1002/(SICI)1096-9071(199804)54:4<256::AID-JMV4>3.0.CO;2-3.CrossRefPubMed Pawlotsky JM, Pellerin M, Bouvier M, Roudot-Thoraval F, Germanidis G, Bastie A, Darthuy F, Remire J, Soussy CJ, Dhumeaux D: Genetic complexity of the hypervariable region 1 (HVR1) of hepatitis C virus (HCV): influence on the characteristics of the infection and responses to interferon alfa therapy in patients with chronic hepatitis C. J Med Virol. 1998, 54 (4): 256-264. 10.1002/(SICI)1096-9071(199804)54:4<256::AID-JMV4>3.0.CO;2-3.CrossRefPubMed
36.
go back to reference Lopez-Labrador FX, Ampurdanes S, Gimenez-Barcons M, Guilera M, Costa J, Jimenez de Anta MT, Sanchez-Tapias JM, Rodes J, Saiz JC: Relationship of the genomic complexity of hepatitis C virus with liver disease severity and response to interferon in patients with chronic HCV genotype 1b infection [correction of interferon]. Hepatology. 1999, 29 (3): 897-903. 10.1002/hep.510290306.CrossRefPubMed Lopez-Labrador FX, Ampurdanes S, Gimenez-Barcons M, Guilera M, Costa J, Jimenez de Anta MT, Sanchez-Tapias JM, Rodes J, Saiz JC: Relationship of the genomic complexity of hepatitis C virus with liver disease severity and response to interferon in patients with chronic HCV genotype 1b infection [correction of interferon]. Hepatology. 1999, 29 (3): 897-903. 10.1002/hep.510290306.CrossRefPubMed
37.
go back to reference Cuevas JM, Torres-Puente M, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Wrobel B, Carnicer F, del Olmo J, Ortega E, Moya A, González-Candelas F: Genetic variability of hepatitis C virus before and after combined therapy of interferon plus ribavirin. PLoS ONE. 2008, 3 (8): e3058-10.1371/journal.pone.0003058.CrossRefPubMedPubMedCentral Cuevas JM, Torres-Puente M, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Wrobel B, Carnicer F, del Olmo J, Ortega E, Moya A, González-Candelas F: Genetic variability of hepatitis C virus before and after combined therapy of interferon plus ribavirin. PLoS ONE. 2008, 3 (8): e3058-10.1371/journal.pone.0003058.CrossRefPubMedPubMedCentral
38.
go back to reference Torres-Puente M, Cuevas JM, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Wrobel B, Carnicer F, Del Olmo J, Ortega E, Moya A, González-Candelas F: Genetic variability in hepatitis C virus and its role in antiviral treatment response. J Viral Hepat. 2008, 15 (3): 188-199.CrossRefPubMed Torres-Puente M, Cuevas JM, Jimenez-Hernandez N, Bracho MA, Garcia-Robles I, Wrobel B, Carnicer F, Del Olmo J, Ortega E, Moya A, González-Candelas F: Genetic variability in hepatitis C virus and its role in antiviral treatment response. J Viral Hepat. 2008, 15 (3): 188-199.CrossRefPubMed
39.
go back to reference Gilles A, Meglecz E, Pech N, Ferreira S, Malausa T, Martin JF: Accuracy and quality assessment of 454 GS-FLX Titanium pyrosequencing. BMC Genomics. 2011, 12: 245-10.1186/1471-2164-12-245.CrossRefPubMedPubMedCentral Gilles A, Meglecz E, Pech N, Ferreira S, Malausa T, Martin JF: Accuracy and quality assessment of 454 GS-FLX Titanium pyrosequencing. BMC Genomics. 2011, 12: 245-10.1186/1471-2164-12-245.CrossRefPubMedPubMedCentral
40.
go back to reference Beerenwinkel N, Zagordi O: Ultra-deep sequencing for the analysis of viral populations. Curr Opin Virol. 2011, 1 (5): 413-418. 10.1016/j.coviro.2011.07.008.CrossRefPubMed Beerenwinkel N, Zagordi O: Ultra-deep sequencing for the analysis of viral populations. Curr Opin Virol. 2011, 1 (5): 413-418. 10.1016/j.coviro.2011.07.008.CrossRefPubMed
Metadata
Title
Deep sequencing of hepatitis C virus hypervariable region 1 reveals no correlation between genetic heterogeneity and antiviral treatment outcome
Authors
Kamila Caraballo Cortés
Osvaldo Zagordi
Karol Perlejewski
Tomasz Laskus
Krzysztof Maroszek
Iwona Bukowska-Ośko
Agnieszka Pawełczyk
Rafał Płoski
Hanna Berak
Andrzej Horban
Marek Radkowski
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2014
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/1471-2334-14-389

Other articles of this Issue 1/2014

BMC Infectious Diseases 1/2014 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.