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Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens
Immunogenicity arises via many synergistic mechanisms, yet the overall dissimilarity of pathogenic proteins versus the host proteome has been proposed as a key arbiter. We have previously explored this concept in relation to Bacterial antigens; here we extend our analysis to antigens of viral and fu...
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Formato: | Texto |
Lenguaje: | English |
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Biomedical Informatics
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3040003/ https://www.ncbi.nlm.nih.gov/pubmed/21346877 |
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author | Ramakrishnan, Kamna Flower, Darren R |
author_facet | Ramakrishnan, Kamna Flower, Darren R |
author_sort | Ramakrishnan, Kamna |
collection | PubMed |
description | Immunogenicity arises via many synergistic mechanisms, yet the overall dissimilarity of pathogenic proteins versus the host proteome has been proposed as a key arbiter. We have previously explored this concept in relation to Bacterial antigens; here we extend our analysis to antigens of viral and fungal origin. Sets of known viral and fungal antigenic and non-antigenic protein sequences 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 could not determine a threshold able meaningfully to separate non-antigen from antigen. We conclude that viral and fungal antigens cannot be predicted from pathogen genomes based solely on their dissimilarity to mammalian genomes. |
format | Text |
id | pubmed-3040003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-30400032011-02-23 Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens Ramakrishnan, Kamna Flower, Darren R Bioinformation Hypothesis Immunogenicity arises via many synergistic mechanisms, yet the overall dissimilarity of pathogenic proteins versus the host proteome has been proposed as a key arbiter. We have previously explored this concept in relation to Bacterial antigens; here we extend our analysis to antigens of viral and fungal origin. Sets of known viral and fungal antigenic and non-antigenic protein sequences 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 could not determine a threshold able meaningfully to separate non-antigen from antigen. We conclude that viral and fungal antigens cannot be predicted from pathogen genomes based solely on their dissimilarity to mammalian genomes. Biomedical Informatics 2010-06-24 /pmc/articles/PMC3040003/ /pubmed/21346877 Text en © 2010 Biomedical Informatics 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 II: viral and fungal antigens |
title | Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens |
title_full | Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens |
title_fullStr | Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens |
title_full_unstemmed | Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens |
title_short | Discriminating antigen and non-antigen using proteome dissimilarity II: viral and fungal antigens |
title_sort | discriminating antigen and non-antigen using proteome dissimilarity ii: viral and fungal antigens |
topic | Hypothesis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3040003/ https://www.ncbi.nlm.nih.gov/pubmed/21346877 |
work_keys_str_mv | AT ramakrishnankamna discriminatingantigenandnonantigenusingproteomedissimilarityiiviralandfungalantigens AT flowerdarrenr discriminatingantigenandnonantigenusingproteomedissimilarityiiviralandfungalantigens |