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Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens

It has been postulated that immunogenicity results from the overall dissimilarity of pathogenic proteins versus the host proteome. We have sought to use this concept to discriminate between antigens and non-antigens of bacterial origin. Sets of 100 known antigenic and nonantigenic peptide sequences...

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Detalles Bibliográficos
Autores principales: Ramakrishnan, Kamna, Flower, Darren R
Formato: Texto
Lenguaje:English
Publicado: Biomedical Informatics Publishing Group 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2951699/
https://www.ncbi.nlm.nih.gov/pubmed/20975907
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author Ramakrishnan, Kamna
Flower, Darren R
author_facet Ramakrishnan, Kamna
Flower, Darren R
author_sort Ramakrishnan, Kamna
collection PubMed
description It has been postulated that immunogenicity results from the overall dissimilarity of pathogenic proteins versus the host proteome. We have sought to use this concept to discriminate between antigens and non-antigens of bacterial origin. Sets of 100 known antigenic and nonantigenic peptide sequences from bacteria were compared to human and mouse proteomes. Both antigenic and non-antigenic sequences lacked human or mouse homologues. Observed distributions were compared using the non-parametric Mann-Whitney test. The statistical null hypothesis was accepted, indicating that antigen and non-antigens did not differ significantly. Likewise, we were unable to determine a threshold able to separate meaningfully antigen from non-antigen. Thus, antigens cannot be predicted from pathogen genomes based solely on their dissimilarity to the human genome.
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spelling pubmed-29516992010-10-25 Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens Ramakrishnan, Kamna Flower, Darren R Bioinformation Hypothesis It has been postulated that immunogenicity results from the overall dissimilarity of pathogenic proteins versus the host proteome. We have sought to use this concept to discriminate between antigens and non-antigens of bacterial origin. Sets of 100 known antigenic and nonantigenic peptide sequences from bacteria were compared to human and mouse proteomes. Both antigenic and non-antigenic sequences lacked human or mouse homologues. Observed distributions were compared using the non-parametric Mann-Whitney test. The statistical null hypothesis was accepted, indicating that antigen and non-antigens did not differ significantly. Likewise, we were unable to determine a threshold able to separate meaningfully antigen from non-antigen. Thus, antigens cannot be predicted from pathogen genomes based solely on their dissimilarity to the human genome. Biomedical Informatics Publishing Group 2010-04-30 /pmc/articles/PMC2951699/ /pubmed/20975907 Text en © 2010 Biomedical Informatics Publishing Group This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited.
spellingShingle Hypothesis
Ramakrishnan, Kamna
Flower, Darren R
Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title_full Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title_fullStr Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title_full_unstemmed Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title_short Discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
title_sort discriminating antigen and non-antigen using proteome dissimilarity: bacterial antigens
topic Hypothesis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2951699/
https://www.ncbi.nlm.nih.gov/pubmed/20975907
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