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A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)

The promise of pharmacogenomics depends on advancing predictive medicine. To address this need in the area of immunology, we developed the individualized T cell epitope measure (iTEM) tool to estimate an individual's T cell response to a protein antigen based on HLA binding predictions. In this...

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Detalles Bibliográficos
Autores principales: Cohen, Tobias, Moise, Leonard, Ardito, Matthew, Martin, William, De Groot, Anne S.
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2914454/
https://www.ncbi.nlm.nih.gov/pubmed/20706613
http://dx.doi.org/10.1155/2010/961752
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author Cohen, Tobias
Moise, Leonard
Ardito, Matthew
Martin, William
De Groot, Anne S.
author_facet Cohen, Tobias
Moise, Leonard
Ardito, Matthew
Martin, William
De Groot, Anne S.
author_sort Cohen, Tobias
collection PubMed
description The promise of pharmacogenomics depends on advancing predictive medicine. To address this need in the area of immunology, we developed the individualized T cell epitope measure (iTEM) tool to estimate an individual's T cell response to a protein antigen based on HLA binding predictions. In this study, we validated prospective iTEM predictions using data from in vitro and in vivo studies. We used a mathematical formula that converts DRB1* allele binding predictions generated by EpiMatrix, an epitope-mapping tool, into an allele-specific scoring system. We then demonstrated that iTEM can be used to define an HLA binding threshold above which immune response is likely and below which immune response is likely to be absent. iTEM's predictive power was strongest when the immune response is focused, such as in subunit vaccination and administration of protein therapeutics. iTEM may be a useful tool for clinical trial design and preclinical evaluation of vaccines and protein therapeutics.
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spelling pubmed-29144542010-08-12 A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM) Cohen, Tobias Moise, Leonard Ardito, Matthew Martin, William De Groot, Anne S. J Biomed Biotechnol Methodology Report The promise of pharmacogenomics depends on advancing predictive medicine. To address this need in the area of immunology, we developed the individualized T cell epitope measure (iTEM) tool to estimate an individual's T cell response to a protein antigen based on HLA binding predictions. In this study, we validated prospective iTEM predictions using data from in vitro and in vivo studies. We used a mathematical formula that converts DRB1* allele binding predictions generated by EpiMatrix, an epitope-mapping tool, into an allele-specific scoring system. We then demonstrated that iTEM can be used to define an HLA binding threshold above which immune response is likely and below which immune response is likely to be absent. iTEM's predictive power was strongest when the immune response is focused, such as in subunit vaccination and administration of protein therapeutics. iTEM may be a useful tool for clinical trial design and preclinical evaluation of vaccines and protein therapeutics. Hindawi Publishing Corporation 2010 2010-07-18 /pmc/articles/PMC2914454/ /pubmed/20706613 http://dx.doi.org/10.1155/2010/961752 Text en Copyright © 2010 Tobias Cohen et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Report
Cohen, Tobias
Moise, Leonard
Ardito, Matthew
Martin, William
De Groot, Anne S.
A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title_full A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title_fullStr A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title_full_unstemmed A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title_short A Method for Individualizing the Prediction of Immunogenicity of Protein Vaccines and Biologic Therapeutics: Individualized T Cell Epitope Measure (iTEM)
title_sort method for individualizing the prediction of immunogenicity of protein vaccines and biologic therapeutics: individualized t cell epitope measure (item)
topic Methodology Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2914454/
https://www.ncbi.nlm.nih.gov/pubmed/20706613
http://dx.doi.org/10.1155/2010/961752
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