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Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy

Broad coverage of the pathogen population is particularly important when designing CD8+ T-cell epitope vaccines against viral pathogens. Traditional approaches are based on combinations of highly conserved T-cell epitopes. Peptide block entropy analysis is a novel approach for assembling sets of bro...

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Autores principales: Olsen, Lars Rønn, Zhang, Guang Lan, Keskin, Derin B., Reinherz, Ellis L., Brusic, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341948/
https://www.ncbi.nlm.nih.gov/pubmed/22566858
http://dx.doi.org/10.3389/fimmu.2011.00069
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author Olsen, Lars Rønn
Zhang, Guang Lan
Keskin, Derin B.
Reinherz, Ellis L.
Brusic, Vladimir
author_facet Olsen, Lars Rønn
Zhang, Guang Lan
Keskin, Derin B.
Reinherz, Ellis L.
Brusic, Vladimir
author_sort Olsen, Lars Rønn
collection PubMed
description Broad coverage of the pathogen population is particularly important when designing CD8+ T-cell epitope vaccines against viral pathogens. Traditional approaches are based on combinations of highly conserved T-cell epitopes. Peptide block entropy analysis is a novel approach for assembling sets of broadly covering antigens. Since T-cell epitopes are recognized as peptides rather than individual residues, this method is based on calculating the information content of blocks of peptides from a multiple sequence alignment of homologous proteins rather than using the information content of individual residues. The block entropy analysis provides broad coverage of variant antigens. We applied the block entropy analysis method to the proteomes of the four serotypes of dengue virus (DENV) and found 1,551 blocks of 9-mer peptides, which cover 99% of available sequences with five or fewer unique peptides. In contrast, the benchmark study by Khan et al. (2008) resulted in 165 conserved 9-mer peptides. Many of the conserved blocks are located consecutively in the proteins. Connecting these blocks resulted in 78 conserved regions. Of the 1551 blocks of 9-mer peptides 110 comprised predicted HLA binder sets. In total, 457 subunit peptides that encompass the diversity of all sequenced DENV strains of which 333 are T-cell epitope candidates.
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spelling pubmed-33419482012-05-07 Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy Olsen, Lars Rønn Zhang, Guang Lan Keskin, Derin B. Reinherz, Ellis L. Brusic, Vladimir Front Immunol Immunology Broad coverage of the pathogen population is particularly important when designing CD8+ T-cell epitope vaccines against viral pathogens. Traditional approaches are based on combinations of highly conserved T-cell epitopes. Peptide block entropy analysis is a novel approach for assembling sets of broadly covering antigens. Since T-cell epitopes are recognized as peptides rather than individual residues, this method is based on calculating the information content of blocks of peptides from a multiple sequence alignment of homologous proteins rather than using the information content of individual residues. The block entropy analysis provides broad coverage of variant antigens. We applied the block entropy analysis method to the proteomes of the four serotypes of dengue virus (DENV) and found 1,551 blocks of 9-mer peptides, which cover 99% of available sequences with five or fewer unique peptides. In contrast, the benchmark study by Khan et al. (2008) resulted in 165 conserved 9-mer peptides. Many of the conserved blocks are located consecutively in the proteins. Connecting these blocks resulted in 78 conserved regions. Of the 1551 blocks of 9-mer peptides 110 comprised predicted HLA binder sets. In total, 457 subunit peptides that encompass the diversity of all sequenced DENV strains of which 333 are T-cell epitope candidates. Frontiers Research Foundation 2011-12-20 /pmc/articles/PMC3341948/ /pubmed/22566858 http://dx.doi.org/10.3389/fimmu.2011.00069 Text en Copyright © 2011 Olsen, Zhang, Keskin, Reinherz and Brusic. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.
spellingShingle Immunology
Olsen, Lars Rønn
Zhang, Guang Lan
Keskin, Derin B.
Reinherz, Ellis L.
Brusic, Vladimir
Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title_full Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title_fullStr Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title_full_unstemmed Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title_short Conservation Analysis of Dengue Virus T-cell Epitope-Based Vaccine Candidates Using Peptide Block Entropy
title_sort conservation analysis of dengue virus t-cell epitope-based vaccine candidates using peptide block entropy
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341948/
https://www.ncbi.nlm.nih.gov/pubmed/22566858
http://dx.doi.org/10.3389/fimmu.2011.00069
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