BMC Infectious Diseases | |
Deep sequencing of hepatitis C virus hypervariable region 1 reveals no correlation between genetic heterogeneity and antiviral treatment outcome | |
Marek Radkowski4  Andrzej Horban5  Hanna Berak1  Rafał Płoski2  Agnieszka Pawełczyk4  Iwona Bukowska-Ośko4  Krzysztof Maroszek4  Tomasz Laskus4  Karol Perlejewski4  Osvaldo Zagordi3  Kamila Caraballo Cortés4  | |
[1] Hospital for Infectious Diseases, 37 Wolska Street, 01-201 Warsaw, Poland;Department of Medical Genetics, Medical University of Warsaw, 3c Pawińskiego Street, 02-106 Warsaw, Poland;Institute of Medical Virology, University of Zurich, Winterthurerstrasse, 190 8057 Zurich, Switzerland;Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3c Pawińskiego Street, 02-106 Warsaw, Poland;Clinics of Infectious Diseases, Medical University of Warsaw, 37 Wolska Street, 01-201 Warsaw, Poland | |
关键词: Pyrosequencing; Quasispecies; Hepatitis C virus; Genetic heterogeneity; Treatment; Ultra-deep sequencing; Hypervariable region 1; | |
Others : 1127366 DOI : 10.1186/1471-2334-14-389 |
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received in 2014-03-10, accepted in 2014-07-07, 发布年份 2014 | |
【 摘 要 】
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.
【 授权许可】
2014 Carabello Cortés et al.; licensee BioMed Central Ltd.
【 预 览 】
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Figure 2. | 78KB | Image | download |
Figure 1. | 43KB | Image | download |
【 图 表 】
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【 参考文献 】
- [1]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.
- [2]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.
- [3]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.
- [4]Di Lorenzo C, Angus AG, Patel AH: Hepatitis C virus evasion mechanisms from neutralizing antibodies. Viruses 2011, 3(11):2280-2300.
- [5]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.
- [6]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.
- [7]Zoulim F, Chevallier M, Maynard M, Trepo C: Clinical consequences of hepatitis C virus infection. Rev Med Virol 2003, 13(1):57-68.
- [8]Hoofnagle JH: Hepatitis C: the clinical spectrum of disease. Hepatology 1997, 26(3 Suppl 1):15S-20S.
- [9]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]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.
- [11]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.
- [12]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.
- [13]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.
- [14]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.
- [15]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.
- [16]Polyak SJ, McArdle S, Liu SL, Sullivan DG, Chung M, Hofgartner WT, Carithers RL Jr, 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.
- [17]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.
- [18]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.
- [19]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.
- [20]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.
- [21]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.
- [22]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.
- [23]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.
- [24]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.
- [25]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.
- [26]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.
- [27]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. BioMed Central Full Text
- [28]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.
- [29]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.
- [30]Librado P, Rozas J: DnaSP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics 2009, 25(11):1451-1452.
- [31]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.
- [32]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.
- [33]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.
- [34]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.
- [35]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.
- [36]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.
- [37]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.
- [38]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.
- [39]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. BioMed Central Full Text
- [40]Beerenwinkel N, Zagordi O: Ultra-deep sequencing for the analysis of viral populations. Curr Opin Virol 2011, 1(5):413-418.