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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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Formato: | Texto |
Lenguaje: | English |
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Biomedical Informatics Publishing Group
2010
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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. |
format | Text |
id | pubmed-2951699 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Biomedical Informatics Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ramakrishnankamna discriminatingantigenandnonantigenusingproteomedissimilaritybacterialantigens AT flowerdarrenr discriminatingantigenandnonantigenusingproteomedissimilaritybacterialantigens |