MENU

 

Bioinformatics Tools for Identifying Hepatitis C Virus Subtypes

 

Michael O. Baclig1*, Juliet Gopez-Cervantes2, and Filipinas F. Natividad1

1Research and Biotechnology Division,
2Liver Disease and Transplant Center, St. Luke's Medical Center,
279 E. Rodriguez Sr., Blvd., Quezon City

corresponding author: This email address is being protected from spambots. You need JavaScript enabled to view it.

 

ABSTRACT

With the development of freeware bioinformatics software as well as the availability of web-based software, it is now possible to use various bioinformatics tools to identify viral subtypes such as hepatitis C virus (HCV). This study aimed to demonstrate the role of bioinformatics tools in identifying HCV subtypes and to compare the accuracy of HCV-1 subtyping by 5’UTR PCR-RFLP analysis and DNA sequencing. From a clinical viewpoint, accurate genotype and subtype identification of HCV are important because this may be used as guide for deciding which therapy is appropriate to use for a particular patient. From 2005 up to 2008, we had a total of 30 HCV genotype 1 (HCV-1) positive samples. HCV-1 subtypes were identified by an in-house PCR-RFLP analysis and through direct nucleic acid sequencing using nested primers specific to the 5’UTR and non-structural 5B (NS5B) region. Bioinformatics tools play an important role in identifying HCV-1 subtypes by predicting the size of the amplicon; determining the specific restriction enzyme to cut a given nucleic acid sequence; viewing and editing the electropherogram; aligning nucleotide sequences with prototypes; searching for identical sequences; and understanding the evolution and relationships of various subtypes. The HCV nucleotide sequences reported in this study have been deposited to GenBank. Overall, this information can be utilized to generate molecular diagnostic tests in the future.

 

INTRODUCTION

There are a number of different methods for HCV genotyping and subtyping. The most frequently used typing methods are line probe assay (LiPA) and sequencing of the 5’UTR. The Versant HCV genotype assay (LiPA) manufactured by Innogenetics has been developed based on hybridization of 5’UTR amplification products with genotype specific probes. On the other hand, the TruGene HCV 5’NCR genotyping kit (Bayer Healthcare, CA) is based on semi-automated sequencing (Verbeeck et al. 2008; Chevaliez et al. 2009). . . . . . . . . . . . . . .

 

[DOWNLOAD FULL TEXT HERE]

 

REFERENCES

BACLIG MO, CHAN VF, RAMOS JDA, GOPEZCERVANTES J, NATIVIDAD FF. 2010. Correlation of the 5’untranslated region (5’UTR) and non-structural 5B (NS5B) nucleotide sequences in hepatitis C virus subtyping. Int J Mol Epidemiol Genet 1: 236-244.

BRACHO M, CARILLO-CRUZ, F, ORTEGA E, MOYA A, GONZALES-CANDELAS F. 2006. A new subtype of hepatitis C virus genotype 1: Complete genome and phylogenetic relationships of an equatorial Guinea isolate. J Gen Virol 87: 1697-1702.

BRACHO MA, SALUDES V, MARTRO E, BARGALLO A, GONZALEZ-CANDELAS F, AUSINA V. 2008. Complete genome of a European hepatitis C virus subtype 1g isolate: Phylogenetic and genetic analyses. Virol J 5:72 BUOROA S, PIZZIGHELLAB S, BOSCHETTOA R, PELLIZZARIA L, CUSANA M, BONAGUROA R, MENGOLIA C, CAUDAIC C, PADULAC M, EGISTO P, VALENSINC P, PALUA G. 1999. Typing of hepatitis C virus by a new method based on restriction fragment length polymorphism. Intervirol 42: 1-8. Figure 5. The HCV genome consists of a single open reading frame and two untranslated regions. It encodes a polyprotein of approximately 3011 amino acids. Adapted from Lindenbach and Rice 2005 (Nature 436: 933-937).

CHAN S, MCOMISH F, HOLMES E, DOW B, PEUTHERER J, FOLLETT E, YAP P, SIMMONDS P. 1992. Analysis of a new hepatitis C virus type and its phylogenetic relationship to existing variants. J Gen Virol 73: 1131-41.

CHANDRA M, THIPPAVUZZULA R, RAMACHANDRA RAO VV, HABIB AM, HABIBULLAH CM, NARASU L, PRAMEELA Y, KHAJA MN. 2007. Genotyping of hepatitis C virus in infected patients from South India. Infect Genet Evol 7: 724-730.

CHEN Z, WECK K. 2002. Hepatitis C virus genotyping: Interrogation of the 5’untranslated region cannot accurately distinguish genotypes 1a and 1b. J Clin Microbiol 40: 3127-34.

CHEVALIEZ S, BOUVIER-ALIAS M, BRILLET R, PAWLOTSKY JM. 2009. Hepatitis C virus genotype 1 subtype identification in new HCV drug development and future clinical practice. PLoS ONE 4: 1-9.

COLINA R, CASANE D, VASQUEZ S, GARCIAAGUIRRE L, CHUNGA A, ROMERO H, KHAN B, CRISTINA J. 2004. Evidence of intratypic recombination in natural populations of hepatitis C virus. J Gen Virol 85: 31-37.

DAVIDSON F, SIMMONDS P, FERGUSON J, JARVIS L, DOW B, FOLLET E, SEED C, KRUSIUS T, LIN C, MEDGYESI G, KIYOKAWA H, OLIM G, DURAISAMY G, CUYPERS T, SAEED A, TEO D, CONRADIE J, KEW M, LIN M, NUCHAPRAYOON C, NDIMBIE O, YAP P. 1995. Survey of major genotypes and subtypes of hepatitis C virus using RFLP of sequences amplified from the 5’non-coding region. J Gen Virol 76: 1197-1204.

ENGELS W. 1993. Contributing software to the internet: The amplify program. TIBS 18.

FELSENSTEIN J. 1989. PHYLIP. Phylogeny inference package (version 3.2). Cladistics 5:164-166. 

GOUJON M, MCWILLIAM H, LI W, VALENTIN F, SQUIZZATO S, PAERN J, LOPEZ R. 2010. A new bioinformatics analysis tools framework at EMBLEBI. Nucleic Acids Res 38: S695-699.

KAGEYAMA S, AGDAMAG D, ALESNA E, LEANO P, HEREDIA A, TAC-AN A, JEREZA L, TANIMOTO T, YAMAMURA J, ICHIMURA H. 2006. A natural intergenotypic (2b/1b) recombinant of hepatitis C virus in the Philippines. J Med Virol 78: 1423-28.

KOLETZKI D, DUMONT S, VERMEIREN H, FEVERY B, DE SMET P, STUYVER LJ. 2010. Development and evaluation of an automated hepatitis C virus NS5B sequence-based subtyping assay. Clin Chem Lab Med 48: 1095-1102.

KUMAR S, TAMURA K, NEI M. 1994. MEGA: Molecular evolutionary genetics analysis software for microcomputers. Comput Appl Biosci 10: 189-191.

KUMAR S, TAMURA K, JOKOBSEN IB, NEI M. 2001. MEGA2: Molecular evolutionary genetics analysis software. Bioinformatics 17: 1244-45.

KUMAR S, NEI M, DUDLEY J, TAMURA K. 2008. MEGA: A biologist-centric software for evolutionary analysis of DNA and protein sequences. Brief Bioinform 9: 299-306.

LARKIN MA, BLACKSHIELDS G, BROWN NP, CHENNA R, MCGETTIGAN PA, MCWILLIAM H, VALENTIN F, WALLACE IM, WILM A, LOPEZ R, THOMPSON JD, GIBSON TJ, HIGGINS DG. 2007. ClustalW and ClustalX version 2. Bioinformatics 23: 2947-48.

LINDENBACH B, RICE C. 2005. Unraveling hepatitis C virus replication from genome to function. Nature 436: 933-938.

LEE Y, LIN H, CHEN Y, LEE C, WANG S, CHANG J, CHEN T, LIU H, CHEN Y. 2010. Molecular epidemiology of HCV genotypes among injection drug users in Taiwan: Full-length sequences of two new subtype 6w strains and a recombinant form 2b6w. J Med Virol 82: 57-68.

MARAMAG F, RIVERA M, PREDICALA R, BACLIG M, MATIAS R, CERVANTES J. 2006. Hepatitis C genotypes among Filipinos. Phil J Gastroenterol 2: 30-32.

MARTRO E, GONZALES V, BUCKTON A, SALUDES V, FERNANDEZ G, MATAS L, PLANAS R, AUSINA V. 2008. Evaluation of a new assay for hepatitis C virus genotyping targeting both 5’NC and NS5B genomic regions in comparison with reverse hybridization and sequencing methods. J Clin Microbiol 46: 192-197.

MARTRO E, VALERO A, JORDANA-LLUCH E, SALUDES V, PLANAS R, GONZALEZ-CANDELAS F, AUSINA V, BRACHO MA. 2011. Hepatitis C virus sequences from different patients confirm the existence and transmissibility of subtype 2q, a rare subtype circulating in the metropolitan area of Barcelona, Spain. J Med Virol 83: 820-826.

MES TH, VAN DOORNUM GJ. 2010. Recombination in hepatitis C virus genotype 1 evaluated by phylogenetic and population-genetic methods. J Gen Virol 92: 279- 286.

MIZRACHI I. 2002. GenBank: The nucleotide sequence database. The NCBI handbook 1-15.

MORA MV, ROMANO CM, GOMES-GOUVEA MS, GUTIERREZ MF, CARRILHO FJ, PINHO JR. 2010. Molecular characterization distribution and dynamics of hepatitis C virus genotypes in blood donors in Colombia. J Med Virol 82: 1889-98.

PANDURO A, ROMAN S, KHAN A, TANAKA Y, KURBANOV F, LOPEZ E, CAMPOLLO O, NAZARA Z, MIZOKAMI M. 2010. Molecular epidemiology of hepatitis C virus genotypes in West Mexico. Virus Res 151: 19-25.

PICKETT B, STRIKER R, LEFKOWITZ E. 2011. Evidence for separation of HCV subtype 1a into two distinct clades. J Viral Hepat 18: 608-618.

PROCTER JB, THOMPSON J, LETUNIC I, CREEVEY C, JOSSINET F, BARTON GJ. 2010. Visualization of multiple alignments phylogenies and gene family evolution. Nature Methods 7: S16-25.

QIU P, CAI XY, DING W, ZHANG Q, NORRIS ED, GREENE JR. 2009. HCV genotyping using statistical classification approach. J Biomed Sci 16: 62.

ROSS RS, VERBEECK J, VIAZOV S, LEMEY P, RANST MV, ROGGENDORF M. 2008. Evidence for a complex mosaic genome pattern in a fulllength hepatitis C virus sequence. Evolutionary Bioinformatics 4: 249-254.

SWOFFORD D. 2003. PAUP. Phylogenetic analysis using parsimony (version 4). Sunderland, Massachusetts: Sinauer Associates.

TAMURA K, DUDLEY J, NEI M, KUMAR S. 2007. Molecular evolutionary genetics analysis software version 4.0 Mol Biol Evol 24: 1596-99.

TAMURA K, PETERSON D, PETERSON N, STECHER G, NEI M, KUMAR S. 2011. MEGA5: Molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance and maximum parsimony methods. Mol Biol Evol 28: 2731-39. 

TEUFEL A, KRUPP M, WEINMANN A, GALLE PR. 2006. Current bioinformatics tools in genomic biomedical research. Int J Mol Med 17: 967-973.

UTAMA A, TANIA NP, DHENNI R, GANI RA, HASAN I, SANITYOSO A, LELOSUTAN S, MARTAMALA R, LESMANA LA, SULAIMAN A, TAI S. 2010. Genotype diversity of hepatitis C virus in HCV associated liver disease patients in Indonesia. Liver Int 30: 1152-601.

VERBEECK J, STANLEY M, SHIEH J, CELIS L, HUYCK E, WOLLANTS E, MORIMOTO J, FARRIOR A, SABLON E, JANKOWSKI-HENNIG M, SCHAPER C, JOHNSON P, VAN RANST M, VAN BRUSSEL M. 2008. Evaluation of Versant HCV genotype assay (LiPA) 2.0. J Clin Microbiol 46: 1901-06.

VERMA V, CHAKRAVARTI A. 2008. Comparison of 5’non coding core with 5’non-coding regions of HCV by RT-PCR: Importance and clinical implications. Curr Microbiol 57: 206-211.

VINCZE T, POSFAI J, ROBERT R. 2003. NEBcutter: A program to cleave DNA with restriction enzymes. Nucleic Acids Res 31: 3688-91.

ZEIN N. 2000. Clinical significance of hepatitis C virus genotypes. Clin Microbiol Rev 13: 223-235.

ZHENG X, PANG M, CHAN A, ROBERTO A, WARNER D, YEN-LIEBERMAN B. 2003. Direct comparison of hepatitis C virus genotypes tested by INNO-LiPA HCV II and TruGene HCV genotyping methods. J Clin Virol 28: 214-216.