HCV genome-wide genetic analyses in context of disease progression and hepatocellular carcinoma

Maureen J Donlin, Elena Lomonosova, Alexi Kiss, Xiaohong Cheng, Feng Cao, Teresa M Curto, Adrian Di Bisceglie, John E Tavis, Maureen J Donlin, Elena Lomonosova, Alexi Kiss, Xiaohong Cheng, Feng Cao, Teresa M Curto, Adrian Di Bisceglie, John E Tavis

Abstract

Hepatitis C virus (HCV) is a major cause of hepatitis and hepatocellular carcinoma (HCC) world-wide. Most HCV patients have relatively stable disease, but approximately 25% have progressive disease that often terminates in liver failure or HCC. HCV is highly variable genetically, with seven genotypes and multiple subtypes per genotype. This variation affects HCV's sensitivity to antiviral therapy and has been implicated to contribute to differences in disease. We sequenced the complete viral coding capacity for 107 HCV genotype 1 isolates to determine whether genetic variation between independent HCV isolates is associated with the rate of disease progression or development of HCC. Consensus sequences were determined by sequencing RT-PCR products from serum or plasma. Positions of amino acid conservation, amino acid diversity patterns, selection pressures, and genome-wide patterns of amino acid covariance were assessed in context of the clinical phenotypes. A few positions were found where the amino acid distributions or degree of positive selection differed between in the HCC and cirrhotic sequences. All other assessments of viral genetic variation and HCC failed to yield significant associations. Sequences from patients with slow disease progression were under a greater degree of positive selection than sequences from rapid progressors, but all other analyses comparing HCV from rapid and slow disease progressors were statistically insignificant. The failure to observe distinct sequence differences associated with disease progression or HCC employing methods that previously revealed strong associations with the outcome of interferon α-based therapy implies that variable ability of HCV to modulate interferon responses is not a dominant cause for differential pathology among HCV patients. This lack of significant associations also implies that host and/or environmental factors are the major causes of differential disease presentation in HCV patients.

Trial registration: ClinicalTrials.gov NCT00006164.

Conflict of interest statement

Competing Interests: Both MD and JT are Academic Editors for PLOS ONE. The authors both confirm that this does not alter their adherence to PLOS ONE Editorial policies and criteria. Additionally, no funding was directly received from Hoffmann-La Roche in support of this project. The HALT-C clinical trial from which some of the samples were derived received funding from Hoffman La Roche. However, HALT-C was funded and conducted independently of the authors’ viral genetics study, so no commercial funding was directly spent in support of this viral genetics project. Effort expended by the HALT-C personnel in support of this project was paid for by National Institutes of Health grant DK045715 to JT through a subcontract with the HALT-C Data Coordinating Center at the New England Research Institute. Despite this separation in funding sources, the authors included the funding sources for the HALT-C trial in our disclosures to provide full transparency. Therefore, the disclosure in the initial submission was complete and accurate, and an amendment of the conflict of interest statement does not appear to be needed. The authors attest that the funding of the parental HALT-C study by a commercial sources does not alter their adherence to all PLOS ONE policies on sharing data and materials.

Figures

Figure 1. HCV genome.
Figure 1. HCV genome.
The HCV genome contains 5′ and 3′ untranslated regions and a single, long open reading frame that encodes 10 proteins. The mature viral proteins encoded within the open reading frame and their major functions are indicated. Reprinted from under the creative commons license.
Figure 2. Amino acid covariance networks for…
Figure 2. Amino acid covariance networks for the HCC and cirrhotic sequences.
Amino acid covariances within alignments of the HCV cirrhotic (left) and HCC (right) sequences were graphed with the covarying positions (nodes) represented as circles and the covariances between the positions (edges) as lines. The size of the nodes is proportional to the number of edges that they contact. Yellow nodes are within structural proteins and green nodes are in non-structural proteins. The amino acid residue position numbered relative to the HCV polyprotein is indicated in the larger nodes.

References

    1. Ray SC, Bailey JR, Thomas DL (2013) Hepatitis C Virus. In: Knipe DM, Howley PM, editors. Fields Virology. 6 ed. Philadelphia PA: Lippincott Williams & Wilkins. pp.795–824.
    1. Bostan N, Mahmood T (2010) An overview about hepatitis C: a devastating virus. Crit Rev Microbiol 36: 91–133.
    1. McHutchison JG, Bacon BR, Owens GS (2007) Making it happen: managed care considerations in vanquishing hepatitis C. Am J Manag Care. 13 Suppl 12S327–S336.
    1. Perz JF, Armstrong GL, Farrington LA, Hutin YJ, Bell BP (2006) The contributions of hepatitis B virus and hepatitis C virus infections to cirrhosis and primary liver cancer worldwide. J Hepatol 45: 529–538.
    1. Thomas DL, Seeff LB (2005) Natural history of hepatitis C. Clin Liver Dis 9: 383–398, vi.
    1. Gremion C, Cerny A (2005) Hepatitis C virus and the immune system: a concise review. Rev Med Virol 15: 235–268.
    1. Nelson DR, Lau JY (1997) Pathogenesis of hepatocellular damage in chronic hepatitis C virus infection. Clin Liver Dis 1: 515–528, v.
    1. Neumann-Haefelin C, Blum HE, Chisari FV, Thimme R (2005) T cell response in hepatitis C virus infection. J Clin Virol 32: 75–85.
    1. Lindenbach BD, Rice CM (2005) Unravelling hepatitis C virus replication from genome to function. Nature 436: 933–938.
    1. Moradpour D, Penin F, Rice CM (2007) Replication of hepatitis C virus. Nat Rev Microbiol 5: 453–463.
    1. Smith DB, Bukh J, Kuiken C, Muerhoff AS, Rice CM, et al. (2014) Expanded classification of hepatitis C virus into 7 genotypes and 67 subtypes: updated criteria and genotype assignment Web resource. Hepatology 59: 318–327.
    1. Hadziyannis SJ, Sette H Jr, Morgan TR, Balan V, Diago M, et al. (2004) Peginterferon-alpha2a and ribavirin combination therapy in chronic hepatitis C: a randomized study of treatment duration and ribavirin dose. Ann Intern Med 140: 346–355.
    1. Manns MP, McHutchison JG, Gordon SC, Rustgi VK, Shiffman M, et al. (2001) Peginterferon alfa-2b plus ribavirin compared with interferon alfa-2b plus ribavirin for initial treatment of chronic hepatitis C: a randomised trial. Lancet 358: 958–965.
    1. Poordad F, McCone J Jr, Bacon BR, Bruno S, Manns MP, et al. (2011) Boceprevir for untreated chronic HCV genotype 1 infection. N Engl J Med 364: 1195–1206.
    1. Jacobson IM, McHutchison JG, Dusheiko G, Di Bisceglie AM, Reddy KR, et al. (2011) Telaprevir for previously untreated chronic hepatitis C virus infection. N Engl J Med 364: 2405–2416.
    1. Vaidya A, Perry CM (2013) Simeprevir: first global approval. Drugs 73: 2093–2106.
    1. Lawitz E, Mangia A, Wyles D, Rodriguez-Torres M, Hassanein T, et al. (2013) Sofosbuvir for previously untreated chronic hepatitis C infection. N Engl J Med 368: 1878–1887.
    1. Kowdley KV, Lawitz E, Crespo I, Hassanein T, Davis MN, et al. (2013) Sofosbuvir with pegylated interferon alfa-2a and ribavirin for treatment-naive patients with hepatitis C genotype-1 infection (ATOMIC): an open-label, randomised, multicentre phase 2 trial. Lancet 381: 2100–2107.
    1. Tavis JE, Donlin MJ, Aurora R, Fan X, Di Bisceglie AM (2011) Prospects for personalizing antiviral therapy for hepatitis C virus with pharmacogenetics. Genome Medicine 3: 8.
    1. Ghany MG, Nelson DR, Strader DB, Thomas DL, Seeff LB, et al. (2011) An update on treatment of genotype 1 chronic hepatitis C virus infection: 2011 practice guideline by the American Association for the Study of Liver Diseases. Hepatology 54: 1433–1444.
    1. Manns MP, Bourliere M, Benhamou Y, Pol S, Bonacini M, et al. (2011) Potency, safety, and pharmacokinetics of the NS3/4A protease inhibitor BI201335 in patients with chronic HCV genotype-1 infection. J Hepatol 54: 1114–1122.
    1. Zeuzem S, Buggisch P, Agarwal K, Marcellin P, Sereni D, et al. (2012) The protease inhibitor, GS-9256, and non-nucleoside polymerase inhibitor tegobuvir alone, with ribavirin, or pegylated interferon plus ribavirin in hepatitis C. Hepatology. 55: 749–758.
    1. Pawlotsky J (2003) Mechanisms of antiviral treatment efficacy and failure in chronic hepatitis C. Antiviral Research. 59: 1–11.
    1. Hnatyszyn H (2005) Chronic hepatitis C and genotyping: the clinical significance of determining HCV genotypes. Antiviral Therapy 10: 1–11.
    1. Donlin MJ, Cannon NA, Aurora R, Li J, Wahed A, et al. (2010) Contribution of genome-wide HCV genetic differences to outcome of interferon-based therapy in Caucasian American and African American patients. PLoS ONE 5: e9032.
    1. Donlin MJ, Cannon NA, Yao E, Li J, Wahed A, et al. (2007) Pretreatment sequence diversity differences in the full-length Hepatitis C Virus open reading frame correlate with early response to therapy. J Virol 81: 8211–8224.
    1. Aurora R, Donlin MJ, Cannon NA, Tavis JE (2009) Genome-wide hepatitis C virus amino acid covariance networks can predict response to antiviral therapy in humans. J Clin Invest 119: 225–236.
    1. Gale M Jr, Foy EM (2005) Evasion of intracellular host defence by hepatitis C virus. Nature 436: 939–945.
    1. Campo DS, Dimitrova Z, Mitchell RJ, Lara J, Khudyakov Y (2008) Coordinated evolution of the hepatitis C virus. Proc Natl Acad Sci USA 105: 9685–9690.
    1. Lara J, Xia G, Purdy M, Khudyakov Y (2011) Coevolution of the hepatitis C virus polyprotein sites in patients on combined pegylated interferon and ribavirin therapy. J Virol 85: 3649–3663.
    1. Lara J, Tavis JE, Donlin MJ, Lee WM, Yuan HJ, et al. (2012) Coordinated evolution among hepatitis C virus genomic sites is coupled to host factors and resistance to interferon. In Silico Biol 11: 213–224.
    1. Adinolfi LE, Gambardella M, Andreana A, Tripodi MF, Utili R, et al. (2001) Steatosis accelerates the progression of liver damage of chronic hepatitis C patients and correlates with specific HCV genotype and visceral obesity. Hepatology 33: 1358–1364.
    1. Rubbia-Brandt L, Quadri R, Abid K, Giostra E, Male PJ, et al. (2000) Hepatocyte steatosis is a cytopathic effect of hepatitis C virus genotype 3. J Hepatol 33: 106–115.
    1. Polyak SJ, Khabar KS, Rezeiq M, Gretch DR (2001) Elevated levels of interleukin-8 in serum are associated with hepatitis C virus infection and resistance to interferon therapy. J Virol 75: 6209–6211.
    1. Kadoya H, Nagano-Fujii M, Deng L, Nakazono N, Hotta H (2005) Nonstructural proteins 4A and 4B of hepatitis C virus transactivate the interleukin 8 promoter. Microbiol Immunol 49: 265–273.
    1. Polyak SJ, Khabar KS, Paschal DM, Ezelle HJ, Duverlie G, et al. (2001) Hepatitis C virus nonstructural 5A protein induces interleukin-8, leading to partial inhibition of the interferon-induced antiviral response. J Virol 75: 6095–6106.
    1. Kato N, Yoshida H, Kioko Ono-Nita S, Kato J, Goto T, et al. (2000) Activation of intracellular signaling by hepatitis B and C viruses: C-viral core is the most potent signal inducer. Hepatology 32: 405–412.
    1. Hoshida Y, Kato N, Yoshida H, Wang Y, Tanaka M, et al. (2005) Hepatitis C virus core protein and hepatitis activity are associated through transactivation of interleukin-8. J Infect Dis 192: 266–275.
    1. Jarvis LM, Ludlam CA, Ellender JA, Nemes L, Field SP, et al. (1996) Investigation of the relative infectivity and pathogenicity of different hepatitis C virus genotypes in hemophiliacs. Blood 87: 3007–3011.
    1. Romeo R, Colombo M, Rumi M, Soffredini R, Del Ninno E, et al. (1996) Lack of association between type of hepatitis C virus, serum load and severity of liver disease. J Viral Hepat 3: 183–190.
    1. Dusheiko G, Schmilovitz-Weiss H, Brown D, McOmish F, Yap PL, et al. (1994) Hepatitis C virus genotypes: an investigation of type-specific differences in geographic origin and disease. Hepatology 19: 13–18.
    1. Ichimura H, Tamura I, Kurimura O, Koda T, Mizui M, et al. (1994) Hepatitis C virus genotypes, reactivity to recombinant immunoblot assay 2 antigens and liver disease. J Med Virol 43: 212–215.
    1. Pozzato G, Kaneko S, Moretti M, Croce LS, Franzin F, et al. (1994) Different genotypes of hepatitis C virus are associated with different severity of chronic liver disease. J Med Virol 43: 291–296.
    1. Pozzato G, Moretti M, Franzin F, Croce LS, Tiribelli C, et al. (1991) Severity of liver disease with different hepatitis C viral clones. Lancet 338: 509.
    1. Zein NN, Poterucha JJ, Gross JB Jr, Wiesner RH, Therneau TM, et al. (1996) Increased risk of hepatocellular carcinoma in patients infected with hepatitis C genotype 1b. Am J Gastroenterol 91: 2560–2562.
    1. Bruno S, Silini E, Crosignani A, Borzio F, Leandro G, et al. (1997) Hepatitis C virus genotypes and risk of hepatocellular carcinoma in cirrhosis: a prospective study. Hepatology 25: 754–758.
    1. Silini E, Bottelli R, Asti M, Bruno S, Candusso ME, et al. (1996) Hepatitis C virus genotypes and risk of hepatocellular carcinoma in cirrhosis: a case-control study. Gastroenterology 111: 199–205.
    1. Benvegnu L, Pontisso P, Cavalletto D, Noventa F, Chemello L, et al. (1997) Lack of correlation between hepatitis C virus genotypes and clinical course of hepatitis C virus-related cirrhosis. Hepatology 25: 211–215.
    1. Serfaty L, Aumaitre H, Chazouilleres O, Bonnand AM, Rosmorduc O, et al. (1998) Determinants of outcome of compensated hepatitis C virus-related cirrhosis. Hepatology 27: 1435–1440.
    1. Farci P, Purcell RH (2000) Clinical significance of hepatitis C virus genotypes and quasispecies. Semin Liver Dis 20: 103–126.
    1. Tsai WL, Chung RT (2010) Viral hepatocarcinogenesis. Oncogene 29: 2309–2324.
    1. Moriya K, Fujie H, Shintani Y, Yotsuyanagi H, Tsutsumi T, et al. (1998) The core protein of hepatitis C virus induces hepatocellular carcinoma in transgenic mice. Nat Med 4: 1065–1067.
    1. Naas T, Ghorbani M, Alvarez-Maya I, Lapner M, Kothary R, et al. (2005) Characterization of liver histopathology in a transgenic mouse model expressing genotype 1a hepatitis C virus core and envelope proteins 1 and 2. J Gen Virol 86: 2185–2196.
    1. Fishman SL, Factor SH, Balestrieri C, Fan X, Dibisceglie AM, et al. (2009) Mutations in the hepatitis C virus core gene are associated with advanced liver disease and hepatocellular carcinoma. Clin Cancer Res 15: 3205–3213.
    1. Akuta N, Suzuki F, Hirakawa M, Kawamura Y, Sezaki H, et al. (2011) Amino acid substitutions in hepatitis C virus core region predict hepatocarcinogenesis following eradication of HCV RNA by antiviral therapy. J Med Virol 83: 1016–1022.
    1. Seko Y, Akuta N, Suzuki F, Kawamura Y, Sezaki H, et al. (2013) Amino acid substitutions in the hepatitis C Virus core region and lipid metabolism are associated with hepatocarcinogenesis in nonresponders to interferon plus ribavirin combination therapy. Intervirology 56: 13–21.
    1. Akuta N, Suzuki F, Kawamura Y, Yatsuji H, Sezaki H, et al. (2007) Amino acid substitutions in the hepatitis C virus core region are the important predictor of hepatocarcinogenesis. Hepatology 46: 1357–1364.
    1. Ogata S, Nagano-Fujii M, Ku Y, Yoon S, Hotta H (2002) Comparative sequence analysis of the core protein and its frameshift product, the F protein, of hepatitis C virus subtype 1b strains obtained from patients with and without hepatocellular carcinoma. J Clin Microbiol 40: 3625–3630.
    1. Gale M Jr, Kwieciszewski B, Dossett M, Nakao H, Katze MG (1999) Antiapoptotic and oncogenic potentials of hepatitis C virus are linked to interferon resistance by viral repression of the PKR protein kinase. J Virol 73: 6506–6516.
    1. Gimenez-Barcons M, Wang C, Chen M, Sanchez-Tapias JM, Saiz JC, et al. (2005) The oncogenic potential of hepatitis C virus NS5A sequence variants is associated with PKR regulation. J Interferon Cytokine Res 25: 152–164.
    1. De Mitri MS, Morsica G, Cassini R, Bagaglio S, Zoli M, et al. (2002) Prevalence of wild-type in NS5A–PKR protein kinase binding domain in HCV-related hepatocellular carcinoma. J Hepatol 36: 116–122.
    1. Gimenez-Barcons M, Franco S, Suarez Y, Forns X, Ampurdanes S, et al. (2001) High amino acid variability within the NS5A of hepatitis C virus (HCV) is associated with hepatocellular carcinoma in patients with HCV-1b-related cirrhosis. Hepatology 34: 158–167.
    1. Lee CM, Hung CH, Lu SN, Wang JH, Tung HD, et al. (2006) Viral etiology of hepatocellular carcinoma and HCV genotypes in Taiwan. Intervirology 49: 76–81.
    1. Nagayama K, Kurosaki M, Enomoto N, Miyasaka Y, Marumo F, et al. (2000) Characteristics of hepatitis C viral genome associated with disease progression. Hepatology 31: 745–750.
    1. Takahashi K, Iwata K, Matsumoto M, Matsumoto H, Nakao K, et al. (2001) Hepatitis C virus (HCV) genotype 1b sequences from fifteen patients with hepatocellular carcinoma: the ‘progression score’ revisited. Hepatol Res 20: 161–171.
    1. Miura M, Maekawa S, Kadokura M, Sueki R, Komase K, et al. (2011) Analysis of viral amino acids sequences and the IL28B SNP influencing the development of hepatocellular carcinoma in chronic hepatitis C. Hepatol Int.
    1. Kanwal F, Befeler A, Chari RS, Marrero J, Kahn J, et al. (2012) Potentially curative treatment in patients with hepatocellular cancer–results from the liver cancer research network. Aliment Pharmacol Ther 36: 257–265.
    1. Di Bisceglie AM, Shiffman ML, Everson GT, Lindsay KL, Everhart JE, et al. (2008) Prolonged therapy of advanced chronic hepatitis C with low-dose peginterferon. N Engl J Med 359: 2429–2441.
    1. Yao E, Tavis JE, Virahep C (2005) A general method for nested RT-PCR amplification and sequencing the complete HCV genotype 1 open reading frame. Virol J 2: 88.
    1. Kuntzen T, Timm J, Berical A, Lennon N, Berlin AM, et al. (2008) Naturally occurring dominant resistance mutations to hepatitis C virus protease and polymerase inhibitors in treatment-naive patients. Hepatology 48: 1769–1778.
    1. Edgar RC (2004) MUSCLE: a multiple sequence alignment method with reduced time and space complexity. BMC Bioinformatics 5: 113.
    1. Rice P, Longden I, Bleasby A (2000) EMBOSS: the European Molecular Biology Open Software Suite. Trends Genet 16: 276–277.
    1. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, et al. (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28: 2731–2739.
    1. Delport W, Poon AF, Frost SD, Kosakovsky Pond SL (2010) Datamonkey 2010: a suite of phylogenetic analysis tools for evolutionary biology. Bioinformatics 26: 2455–2457.
    1. Donlin MJ, Szeto B, Gohara DW, Aurora R, Tavis JE (2012) Genome-wide networks of amino acid covariances are common among viruses. J Virol 86: 3050–3063.
    1. Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, et al. (2003) Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13: 2498–2504.
    1. Assenov Y, Ramirez F, Schelhorn SE, Lengauer T, Albrecht M (2008) Computing topological parameters of biological networks. Bioinformatics 24: 282–284.
    1. El-Serag HB (2012) Epidemiology of viral hepatitis and hepatocellular carcinoma. Gastroenterology 142: 1264–1273 e1261.
    1. Cannon NA, Donlin MJ, Fan X, Aurora R, Tavis JE (2008) Hepatitis C virus diversity and evolution in the full open-reading frame during antiviral therapy. PLoS ONE 3: e2123.
    1. Silverman RH (2007) Viral encounters with 2′,5′-oligoadenylate synthetase and RNase L during the interferon antiviral response. J Virol 81: 12720–12729.
    1. Washenberger CL, Han JQ, Kechris KJ, Jha BK, Silverman RH, et al. (2007) Hepatitis C virus RNA: dinucleotide frequencies and cleavage by RNase L. Virus Res. 130: 85–95.
    1. Caldwell S, Park SH (2009) The epidemiology of hepatocellular cancer: from the perspectives of public health problem to tumor biology. J Gastroenterol 44 Suppl 1996–101.
    1. Thimme R, Lohmann V, Weber F (2006) A target on the move: innate and adaptive immune escape strategies of hepatitis C virus. Antiviral Res 69: 129–141.
    1. Thimme R, Binder M, Bartenschlager R (2012) Failure of innate and adaptive immune responses in controlling hepatitis C virus infection. FEMS Microbiol Rev 36: 663–683.
    1. Kobayashi M, Akuta N, Suzuki F, Hosaka T, Sezaki H, et al. (2010) Influence of amino-acid polymorphism in the core protein on progression of liver disease in patients infected with hepatitis C virus genotype 1b. J Med Virol 82: 41–48.
    1. Kadokura M, Maekawa S, Sueki R, Miura M, Komase K, et al. (2011) Analysis of the complete open reading frame of genotype 2b hepatitis C virus in association with the response to peginterferon and ribavirin therapy. PLoS ONE 6: e24514.
    1. Ruster B, Zeuzem S, Krump-Konvalinkova V, Berg T, Jonas S, et al. (2001) Comparative sequence analysis of the core- and NS5-region of hepatitis C virus from tumor and adjacent non-tumor tissue. J Med Virol 63: 128–134.
    1. Sobesky R, Feray C, Rimlinger F, Derian N, Dos Santos A, et al. (2007) Distinct hepatitis C virus core and F protein quasispecies in tumoral and nontumoral hepatocytes isolated via microdissection. Hepatology 46: 1704–1712.

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