Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds

<p>Abstract</p> <p>Background</p> <p>Host genetics influence the outcome of HCV disease. HCV is also highly mutable and escapes host immunity. HCV genotypes are geographically distributed and HCV subtypes have been shown to have distinct repertoires of HLA-restricted vi...

Full description

Bibliographic Details
Main Authors: Prabdial-Sing Nishi, Puren Adrian J, Bowyer Sheila M
Format: Article
Language:English
Published: BMC 2012-12-01
Series:BMC Immunology
Subjects:
HCV
HLA
Online Access:http://www.biomedcentral.com/1471-2172/13/67
id doaj-4a922f974b914cbd9cdac9f8698f71b4
record_format Article
spelling doaj-4a922f974b914cbd9cdac9f8698f71b42020-11-25T03:35:30ZengBMCBMC Immunology1471-21722012-12-011316710.1186/1471-2172-13-67Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgroundsPrabdial-Sing NishiPuren Adrian JBowyer Sheila M<p>Abstract</p> <p>Background</p> <p>Host genetics influence the outcome of HCV disease. HCV is also highly mutable and escapes host immunity. HCV genotypes are geographically distributed and HCV subtypes have been shown to have distinct repertoires of HLA-restricted viral epitopes which explains the lack of cross protection across genotypes observed in some studies. Despite this, immune databases and putative epitope vaccines concentrate almost exclusively on HCV genotype 1 class I-epitopes restricted by the HLA-A*02 allele. While both genotype and allele predominate in developed countries, we hypothesise that HCV variation and population genetics will affect the efficacy of proposed epitope vaccines in South Africa. This <it>in silico</it> study investigates HCV viral variability within well-studied epitopes identified in genotype 1 and uses algorithms to predict the immunogenicity of their variants from other less studied genotypes and thus rate the most promising vaccine candidates for the South African population. Six class I- and seven class II- restricted epitope sequences within the core, NS3, NS4B and NS5B regions were compared across the six HCV genotypes using local genotype 5a sequence data together with global data. Common HLA alleles in the South African population are A30:01, A02:01, B58:02, B07:02; DRB1*13:01 and DRB1*03:01. Epitope binding to 13 class I- and 8 class –II alleles were described using web-based prediction servers, Immune Epitope Database, (IEDB) and Propred. Online population coverage tools were used to assess vaccine efficacy.</p> <p>Results</p> <p>Despite the homogeneity of genotype 1 and genotype 5 over the epitopes, there was limited promiscuity to local HLA-alleles.Host differences will make a putative vaccine less effective in South Africa. Of the 6 well-characterized class I- epitopes, only 2 class I- epitopes were promiscuous and 3 of the 7 class-II epitopes were better conserved and promiscuous. By fine tuning the putative vaccine using an optimal cocktail of genotype 1 and 5a epitopes and local HLA data, the coverage was raised from 65.85% to 91.87% in South African Blacks.</p> <p>Conclusion</p> <p>While i<it>n vivo</it> and <it>in vitro</it> studies are needed to confirm immunogenic epitopes, <it>in silico</it> HCV epitope vaccine design which takes into account HCV variation and host allele frequency will maximize population coverage in different ethnic groups.</p> http://www.biomedcentral.com/1471-2172/13/67Epitope vaccinesViral variationPopulation coverageHCVHLAEpitope prediction
collection DOAJ
language English
format Article
sources DOAJ
author Prabdial-Sing Nishi
Puren Adrian J
Bowyer Sheila M
spellingShingle Prabdial-Sing Nishi
Puren Adrian J
Bowyer Sheila M
Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
BMC Immunology
Epitope vaccines
Viral variation
Population coverage
HCV
HLA
Epitope prediction
author_facet Prabdial-Sing Nishi
Puren Adrian J
Bowyer Sheila M
author_sort Prabdial-Sing Nishi
title Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
title_short Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
title_full Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
title_fullStr Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
title_full_unstemmed Sequence-based <it>in silico</it> analysis of well studied Hepatitis C Virus epitopes and their variants in other genotypes (particularly genotype 5a) against South African human leukocyte antigen backgrounds
title_sort sequence-based <it>in silico</it> analysis of well studied hepatitis c virus epitopes and their variants in other genotypes (particularly genotype 5a) against south african human leukocyte antigen backgrounds
publisher BMC
series BMC Immunology
issn 1471-2172
publishDate 2012-12-01
description <p>Abstract</p> <p>Background</p> <p>Host genetics influence the outcome of HCV disease. HCV is also highly mutable and escapes host immunity. HCV genotypes are geographically distributed and HCV subtypes have been shown to have distinct repertoires of HLA-restricted viral epitopes which explains the lack of cross protection across genotypes observed in some studies. Despite this, immune databases and putative epitope vaccines concentrate almost exclusively on HCV genotype 1 class I-epitopes restricted by the HLA-A*02 allele. While both genotype and allele predominate in developed countries, we hypothesise that HCV variation and population genetics will affect the efficacy of proposed epitope vaccines in South Africa. This <it>in silico</it> study investigates HCV viral variability within well-studied epitopes identified in genotype 1 and uses algorithms to predict the immunogenicity of their variants from other less studied genotypes and thus rate the most promising vaccine candidates for the South African population. Six class I- and seven class II- restricted epitope sequences within the core, NS3, NS4B and NS5B regions were compared across the six HCV genotypes using local genotype 5a sequence data together with global data. Common HLA alleles in the South African population are A30:01, A02:01, B58:02, B07:02; DRB1*13:01 and DRB1*03:01. Epitope binding to 13 class I- and 8 class –II alleles were described using web-based prediction servers, Immune Epitope Database, (IEDB) and Propred. Online population coverage tools were used to assess vaccine efficacy.</p> <p>Results</p> <p>Despite the homogeneity of genotype 1 and genotype 5 over the epitopes, there was limited promiscuity to local HLA-alleles.Host differences will make a putative vaccine less effective in South Africa. Of the 6 well-characterized class I- epitopes, only 2 class I- epitopes were promiscuous and 3 of the 7 class-II epitopes were better conserved and promiscuous. By fine tuning the putative vaccine using an optimal cocktail of genotype 1 and 5a epitopes and local HLA data, the coverage was raised from 65.85% to 91.87% in South African Blacks.</p> <p>Conclusion</p> <p>While i<it>n vivo</it> and <it>in vitro</it> studies are needed to confirm immunogenic epitopes, <it>in silico</it> HCV epitope vaccine design which takes into account HCV variation and host allele frequency will maximize population coverage in different ethnic groups.</p>
topic Epitope vaccines
Viral variation
Population coverage
HCV
HLA
Epitope prediction
url http://www.biomedcentral.com/1471-2172/13/67
work_keys_str_mv AT prabdialsingnishi sequencebaseditinsilicoitanalysisofwellstudiedhepatitiscvirusepitopesandtheirvariantsinothergenotypesparticularlygenotype5aagainstsouthafricanhumanleukocyteantigenbackgrounds
AT purenadrianj sequencebaseditinsilicoitanalysisofwellstudiedhepatitiscvirusepitopesandtheirvariantsinothergenotypesparticularlygenotype5aagainstsouthafricanhumanleukocyteantigenbackgrounds
AT bowyersheilam sequencebaseditinsilicoitanalysisofwellstudiedhepatitiscvirusepitopesandtheirvariantsinothergenotypesparticularlygenotype5aagainstsouthafricanhumanleukocyteantigenbackgrounds
_version_ 1724554170117128192