Skip to main content

Advertisement

Log in

Designing a Fusion Protein Vaccine Against HCV: An In Silico Approach

  • Published:
International Journal of Peptide Research and Therapeutics Aims and scope Submit manuscript

Abstract

Hepatitis C virus (HCV) infection is a major global issue that leads to serious liver disease such as chronic liver inflammation and hepatocellular carcinoma. At present, no approved vaccine is available for control or treatment of HCV infection. Therefore, the development of an efficient vaccine against HCV is an urgent need. Today, designing an effective vaccine against hepatitis C is one of the outmost propriety for researchers. Fusion protein vaccines containing the immunogen proteins and adjuvant molecules are able to stimulate both humoral and cellular responses that are crucial for eradicating HCV infection. Herein, in silico design of fusion forms of vaccine candidates against HCV, including flagellin (fliC) from Pseudomonas aeruginosa and NS5B antigen (NT300) from HCV was performed. First, two forms of fusion protein (NT300-fliC and fliC-NT300) were designed and analyzed using different bioinformatics tools. For this aim, the Iterative threading assembly refinement (I-TASSER) server was used for modeling the fusion forms of protein; namely, NT300-fliC and fliC-NT300, then the high-rank 3D model of fusion protein was selected, subsequently various physico-chemical, and structural parameters were examined bioinformatically. After the selection of the best construct (fliC-NT300), the interaction of flagellin part of vaccine with toll-like receptor 5 (TLR5) was evaluated via docking studies. Our results represented that based on data obtained from various servers, and the docking analyses of two constructs, fliC-NT300 fusion form showed better results than NT300-fliC. For this reason, the fliC-NT300 form was selected for further evaluations. In sum, structural and immunological computational studies showed that the fliC-NT300 can be introduced as a prophylactic or therapeutic candidate vaccine against the HCV, after the efficacy of that was confirmed via in vitro and in vivo assays.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Andreatta M, Nielsen M (2015) Gapped sequence alignment using artificial neural networks: application to the MHC class I system. Bioinformatics 32:511–517

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Atapour A, Mokarram P, Mostafavi-Pour Z, Ramezani A (2017) Molecular cloning, expression, and purification of a recombinant fusion protein (rNT-gp96-NT300). BioPharm Int 30:38–44

    CAS  Google Scholar 

  • Barnes E et al (2012) Novel adenovirus-based vaccines induce broad and sustained T cell responses to HCV in man. Sci Transl Med 4:115ra111–115ra111

    Article  CAS  Google Scholar 

  • Bhasin M, Raghava G (2004) Prediction of CTL epitopes using QM, SVM and ANN techniques. Vaccine 22:3195–3204

    Article  CAS  PubMed  Google Scholar 

  • Brass V, Gouttenoire J, Wahl A, Pal Z, Blum HE, Penin F, Moradpour D (2010) Hepatitis C virus RNA replication requires a conserved structural motif within the transmembrane domain of the NS5B RNA-dependent RNA polymerase. J Virol 84:11580–11584

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Campodónico VL, Llosa NJ, Grout M, Döring G, Maira-Litrán T, Pier GB (2010) Evaluation of flagella and flagellin of Pseudomonas aeruginosa as vaccines. Infect Immun 78:746–755

    Article  CAS  PubMed  Google Scholar 

  • Colovos C, Yeates T (1993) ERRAT: an empirical atom-based method for validating protein structures. Protein Sci 2:1511–1519

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dhanda SK, Vir P, Raghava GP (2013) Designing of interferon-gamma inducing MHC class-II binders. Biol Direct 8:30

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dimitrov I, Flower DR, Doytchinova I (2013) AllerTOP-a server for in silico prediction of allergens. BMC Bioinform 14:S4

    Article  Google Scholar 

  • Doytchinova IA, Flower DR (2007) VaxiJen: a server for prediction of protective antigens, tumour antigens and subunit vaccines. BMC Bioinform 8:4

    Article  CAS  Google Scholar 

  • EL-Manzalawy Y, Dobbs D, Honavar V (2008) Predicting linear B-cell epitopes using string kernels. J Mol Recognit 21:243–255

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • El-Serag HB (2012) Epidemiology of viral hepatitis and hepatocellular carcinoma. Gastroenterology 142:1264–1273

    Article  PubMed  Google Scholar 

  • Faezi S, Bahrmand AR, Mahdavi M, Siadat SD, Nikokar I, Sardari S, Holder IA (2016) High yield overexpression, refolding, purification and characterization of Pseudomonas aeruginosa type B-flagellin: an improved method without sonication. Int J Mol Cell Med 5:37

    CAS  PubMed  PubMed Central  Google Scholar 

  • Farhadi T, Nezafat N, Ghasemi Y, Karimi Z, Hemmati S, Erfani N (2015) Designing of complex multi-epitope peptide vaccine based on omps of Klebsiella pneumoniae. Int J Pept Res Ther 21:325–341

    Article  CAS  Google Scholar 

  • Feinstone SM, Hu DJ, Major ME (2012) Prospects for prophylactic and therapeutic vaccines against hepatitis C virus. Clin Infect Dis 55:S25–S32

    Article  CAS  PubMed  Google Scholar 

  • Gasteiger E, Hoogland C, Gattiker A, Duvaud S, Wilkins MR, Appel RD, Bairoch A (2005) Protein identification and analysis tools on the ExPASy server. Springer, New York

    Book  Google Scholar 

  • Ghasemi F, Rostami S, Meshkat Z (2015) Progress in the development of vaccines for hepatitis C virus infection. World J Gastroenterol 21:11984

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Godfroy JI III, Roostan M, Moroz YS, Korendovych IV, Yin H (2012) Isolated Toll-like receptor transmembrane domains are capable of oligomerization. PLoS ONE 7:e48875

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Guo F et al (2017) Prompt and robust humoral immunity elicited by a conjugated chimeric malaria antigen with a truncated flagellin. Bioconjug Chem 29:761–770

    Article  CAS  PubMed  Google Scholar 

  • Habersetzer F et al (2011) A poxvirus vaccine is safe, induces T-cell responses, and decreases viral load in patients with chronic hepatitis C. Gastroenterology 141:890–899

    Article  CAS  PubMed  Google Scholar 

  • Hajighahramani N, Nezafat N, Eslami M, Negahdaripour M, Rahmatabadi SS, Ghasemi Y (2017) Immunoinformatics analysis and in silico designing of a novel multi-epitope peptide vaccine against Staphylococcus aureus. Infect Genet Evol 48:83–94

    Article  CAS  PubMed  Google Scholar 

  • Hajizadeh MR, Mokarram P (2013) Recombinant nonstructural 3 protein, rNS3, of hepatitis C virus along with recombinant GP96 induce IL-12, TNFα and α5integrin expression in antigen presenting cells. Hepat Mon 13

  • Halliday J, Klenerman P, Barnes E (2011) Vaccination for hepatitis C virus: closing in on an evasive target. Expert Rev Vaccines 10:659–672

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Heo L, Park H, Seok C (2013) GalaxyRefine: protein structure refinement driven by side-chain repacking. Nucleic Acids Res 41:W384–W388

    Article  PubMed  PubMed Central  Google Scholar 

  • Honko AN, Mizel SB (2005) Effects of flagellin on innate and adaptive immunity. Immunol Res 33:83–101

    Article  CAS  PubMed  Google Scholar 

  • Huang J et al (2016) The associations of HLA-A* 02: 01 and DRB1* 11: 01 with hepatitis C virus spontaneous clearance are independent of IL28B in the chinese population. Sci Rep 6:31485

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jahangiri A, Amani J, Halabian R (2018a) In silico analyses of staphylococcal enterotoxin B as a DNA vaccine for cancer therapy. Int J Pept Res Ther 24:131–142

    Article  CAS  Google Scholar 

  • Jahangiri A, Rasooli I, Owlia P, Fooladi AAI, Salimian J (2018b) Highly conserved exposed immunogenic peptides of Omp34 against Acinetobacter baumannii: an innovative approach. J Microbiol Methods 144:79–85

    Article  CAS  PubMed  Google Scholar 

  • Jensen KK et al (2018) Improved methods for predicting peptide binding affinity to MHC class II molecules. Immunology 154:394–406

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Karkhah A, Saadi M, Nouri HR (2017) In silico analyses of heat shock protein 60 and calreticulin to designing a novel vaccine shifting immune response toward T helper 2 in atherosclerosis. Comput Biol Chem 67:244–254

    Article  CAS  PubMed  Google Scholar 

  • Kelley LA, Sternberg MJ (2009) Protein structure prediction on the Web: a case study using the Phyre server. Nat Protoc 4:363–371

    Article  CAS  PubMed  Google Scholar 

  • Li D, Huang Z, Zhong J (2015) Hepatitis C virus vaccine development: old challenges and new opportunities. Natl Sci Rev 2:285–295

    Article  CAS  Google Scholar 

  • Lockner JW et al (2015) Flagellin as carrier and adjuvant in cocaine vaccine development. Mol Pharm 12:653–662

    Article  CAS  PubMed  Google Scholar 

  • Lovell SC et al (2003) Structure validation by Cα geometry: ϕ, ψ and Cβ deviation. Proteins Struct Funct Bioinform 50:437–450

    Article  CAS  Google Scholar 

  • Magnan CN, Zeller M, Kayala MA, Vigil A, Randall A, Felgner PL, Baldi P (2010) High-throughput prediction of protein antigenicity using protein microarray data. Bioinformatics 26:2936–2943

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maisonneuve C, Bertholet S, Philpott DJ, De Gregorio E (2014) Unleashing the potential of NOD-and Toll-like agonists as vaccine adjuvants. Proc Natl Acad Sci USA 111:12294–12299

    Article  CAS  Google Scholar 

  • Mashiach E, Schneidman-Duhovny D, Andrusier N, Nussinov R, Wolfson HJ (2008) FireDock: a web server for fast interaction refinement in molecular docking. Nucleic Acids Res 36:W229–W232

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Matsushima N, Miyashita H, Enkhbayar P, Kretsinger RH (2015) Comparative geometrical analysis of leucine-rich repeat structures in the nod-like and toll-like receptors in vertebrate innate immunity. Biomolecules 5:1955–1978

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Medzhitov R (2001) Toll-like receptors and innate immunity. Nat Rev Immunol 1:135–145

    Article  CAS  PubMed  Google Scholar 

  • Mohamed AA, Elbedewy TA, El-Serafy M, El-Toukhy N, Ahmed W, El Din ZA (2015) Hepatitis C virus: a global view. World J Hepatol 7:2676

    Article  PubMed  PubMed Central  Google Scholar 

  • Mortazavi M, Nezafat N, Negahdaripour M, Gholami A, Torkzadeh-Mahani M, Lotfi S, Ghasemi Y (2016) In silico evaluation of rare codons and their positions in the structure of cytosine deaminase and substrate docking studies. Trends Pharm Sci 2

  • Mosley RT et al (2012) Structure of hepatitis C virus polymerase in complex with primer-template RNA. J Virol 86:6503–6511

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Naderi M, Gholipour N, Zolfaghari MR, Binabaj MM, Moghadam AY, Motalleb G (2014) Hepatitis C virus and vaccine development. Int J Mol Cell Med 3:207

    PubMed  PubMed Central  Google Scholar 

  • Negahdaripour M et al (2017a) A novel HPV prophylactic peptide vaccine, designed by immunoinformatics and structural vaccinology approaches. Infect Genet Evol 54:402–416

    Article  CAS  PubMed  Google Scholar 

  • Negahdaripour M, Golkar N, Hajighahramani N, Kianpour S, Nezafat N, Ghasemi Y (2017b) Harnessing self-assembled peptide nanoparticles in epitope vaccine design. Biotechnol Adv 35:575–596

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nezafat N, Karimi Z, Eslami M, Mohkam M, Zandian S, Ghasemi Y (2016) Designing an efficient multi-epitope peptide vaccine against Vibrio cholerae via combined immunoinformatics and protein interaction based approaches. Comput Biol Chem 62:82–95

    Article  CAS  PubMed  Google Scholar 

  • Nezafat N, Eslami M, Negahdaripour M, Rahbar MR, Ghasemi Y (2017) Designing an efficient multi-epitope oral vaccine against Helicobacter pylori using immunoinformatics and structural vaccinology approaches. Mol BioSyst 13:699–713

    Article  CAS  PubMed  Google Scholar 

  • Ocal S, Selcuk H, Korkmaz M, Altun R, Yildirim AE, Akbas E (2014) Effect of HLA on hepatitis C virus clearance and persistence in anti-HCV-positive end-stage renal disease patients. Saudi J Gastroenterol 20:175

    Article  PubMed  PubMed Central  Google Scholar 

  • Olive C (2012) Pattern recognition receptors: sentinels in innate immunity and targets of new vaccine adjuvants. Expert Rev Vaccines 11:237–256

    Article  CAS  PubMed  Google Scholar 

  • Pandey JP (2011) Comment on “Flagellin as an adjuvant: cellular mechanisms and potential”. J Immunol 186:1299–1299

    Article  CAS  PubMed  Google Scholar 

  • Pérez O et al (2013) Adjuvants are key factors for the development of future vaccines: lessons from the Finlay adjuvant platform. Front Immunol 4

  • Petruzziello A, Marigliano S, Loquercio G, Cozzolino A, Cacciapuoti C (2016) Global epidemiology of hepatitis C virus infection: an up-date of the distribution and circulation of hepatitis C virus genotypes. World J Gastroenterol 22:7824

    Article  PubMed  PubMed Central  Google Scholar 

  • Ponomarenko J, Bui H-H, Li W, Fusseder N, Bourne PE, Sette A, Peters B (2008) ElliPro: a new structure-based tool for the prediction of antibody epitopes. BMC Bioinform 9:514

    Article  CAS  Google Scholar 

  • Roy A, Kucukural A, Zhang Y (2010) I-TASSER: a unified platform for automated protein structure and function prediction. Nat Protoc 5:725–738

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Saha S, Raghava G (2006) AlgPred: prediction of allergenic proteins and mapping of IgE epitopes. Nucleic Acids Res 34:W202–W209

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Savar NS, Bouzari S (2014) In silico study of ligand binding site of toll-like receptor 5. Adv Biomed Res 3

  • Savar NS, Sardari S, Jahanian-Najafabadi A, Bouzari S (2013) In silico and in vitro studies of truncated forms of flagellin (FliC) of enteroaggregative Escherichia coli (EAEC). Mol Inform 32:707–716

    Article  CAS  PubMed  Google Scholar 

  • Schwede T, Kopp J, Guex N, Peitsch MC (2003) SWISS-MODEL: an automated protein homology-modeling server. Nucleic Acids Res 31:3381–3385

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shahbazi M, Haghkhah M, Rahbar MR, Nezafat N, Ghasemi Y (2016) In silico sub-unit hexavalent peptide vaccine against an Staphylococcus aureus biofilm-related infection. Int J Pept Res Ther 22:101–117

    Article  CAS  Google Scholar 

  • Shin W-H, Lee GR, Heo L, Lee H, Seok C (2014) Prediction of protein structure and interaction by GALAXY protein modeling programs. Bio Design 2:1–11

    Google Scholar 

  • Sivakumar S, Safhi MM, Kannadasan M, Sukumaran N (2011) Vaccine adjuvants—current status and prospects on controlled release adjuvancity. Saudi Pharm J 19:197–206

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Smith KD et al (2003) Toll-like receptor 5 recognizes a conserved site on flagellin required for protofilament formation and bacterial motility. Nat Immunol 4:1247–1253

    Article  CAS  PubMed  Google Scholar 

  • Song WS, Yoon S-i (2014) Crystal structure of FliC flagellin from Pseudomonas aeruginosa and its implication in TLR5 binding and formation of the flagellar filament. Biochem Biophys Res Commun 444:109–115

    Article  CAS  PubMed  Google Scholar 

  • Song WS, Jeon YJ, Namgung B, Hong M, Yoon S-i (2017) A conserved TLR5 binding and activation hot spot on flagellin. Sci Rep 7

  • Suresh R, Mosser DM (2013) Pattern recognition receptors in innate immunity, host defense, and immunopathology. Adv Physiol Educ 37:284–291

    Article  PubMed  PubMed Central  Google Scholar 

  • Torchala M, Bates PA (2014) Predicting the structure of protein–protein complexes using the SwarmDock web server. In: Protein structure prediction. Springer, New York, pp 181–197

    Chapter  Google Scholar 

  • Torresi J, Johnson D, Wedemeyer H (2011) Progress in the development of preventive and therapeutic vaccines for hepatitis C virus. J Hepatol 54:1273–1285

    Article  CAS  PubMed  Google Scholar 

  • Vassilieva EV et al (2011) Enhanced mucosal immune responses to HIV virus-like particles containing a membrane-anchored adjuvant. mBio 2:e00328-00310

    Article  CAS  Google Scholar 

  • Verma A, Arora SK, Kuravi SK, Ramphal R (2005) Roles of specific amino acids in the N terminus of Pseudomonas aeruginosa flagellin and of flagellin glycosylation in the innate immune response. Infect Immun 73:8237–8246

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wiederstein M, Sippl MJ (2007) ProSA-web: interactive web service for the recognition of errors in three-dimensional structures of proteins. Nucleic Acids Res 35:W407–W410

    Article  PubMed  PubMed Central  Google Scholar 

  • Xue J, Zhu H, Chen Z (2014) Therapeutic vaccines against hepatitis C virus. Infect Genet Evol 22:120–129

    Article  CAS  PubMed  Google Scholar 

  • Yoon S-i, Kurnasov O, Natarajan V, Hong M, Gudkov AV, Osterman AL, Wilson IA (2012) Structural basis of TLR5-flagellin recognition and signaling. Science 335:859–864

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yu CI, Chiang B-L (2010) A new insight into hepatitis C vaccine development. BioMed Res Int 10:548280–548292

    Google Scholar 

Download references

Acknowledgements

The present article was extracted from the PhD thesis written by Amir Atapour and was financially supported by Shiraz University of Medical Sciences Grant Number 93-7369.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Pooneh Mokarram or Navid Nezafat.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Atapour, A., Mokarram, P., MostafaviPour, Z. et al. Designing a Fusion Protein Vaccine Against HCV: An In Silico Approach. Int J Pept Res Ther 25, 861–872 (2019). https://doi.org/10.1007/s10989-018-9735-4

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10989-018-9735-4

Keywords

Navigation