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Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection

The relation between the complexity of organisms and proteins and their evolution rates has been discussed in the context of multiple generic models. The main robust claim from most such models is the negative relation between complexity and the accumulation rate of mutations. Viruses accumulate esc...

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Detalles Bibliográficos
Autores principales: Agranovich, Alexandra, Maman, Yaakov, Louzoun, Yoram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7106205/
https://www.ncbi.nlm.nih.gov/pubmed/23954420
http://dx.doi.org/10.1016/j.meegid.2013.07.030
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author Agranovich, Alexandra
Maman, Yaakov
Louzoun, Yoram
author_facet Agranovich, Alexandra
Maman, Yaakov
Louzoun, Yoram
author_sort Agranovich, Alexandra
collection PubMed
description The relation between the complexity of organisms and proteins and their evolution rates has been discussed in the context of multiple generic models. The main robust claim from most such models is the negative relation between complexity and the accumulation rate of mutations. Viruses accumulate escape mutations in their epitopes to avoid detection and destruction of their host cell by CD8+ T cells. The extreme regime of immune escape, namely, strong selection and high mutation rate, provide an opportunity to extend and validate the existing models of relation between complexity and evolution rate as proposed by Fisher and Kimura. Using epitope prediction algorithms to compute the epitopes presented on the most frequent human HLA alleles in over 100 fully sequenced human viruses, and over 900 non-human viruses, we here study the correlation between viruses/proteins complexity (as measured by the number of proteins in the virus and the length of each protein, respectively) and the rate of accumulation of escape mutation. The latter is evaluated by measuring the normalized epitope density of viral proteins. If the virus/protein complexity prevents the accumulation of escape mutations, the epitope density is expected to be positively correlated with both the number of proteins in the virus and the length of proteins. We show that such correlations are indeed observed for most human viruses. For non-human viruses the correlations were much less significant, indicating that the correlation is indeed induced by human HLA molecules.
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spelling pubmed-71062052020-03-31 Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection Agranovich, Alexandra Maman, Yaakov Louzoun, Yoram Infect Genet Evol Article The relation between the complexity of organisms and proteins and their evolution rates has been discussed in the context of multiple generic models. The main robust claim from most such models is the negative relation between complexity and the accumulation rate of mutations. Viruses accumulate escape mutations in their epitopes to avoid detection and destruction of their host cell by CD8+ T cells. The extreme regime of immune escape, namely, strong selection and high mutation rate, provide an opportunity to extend and validate the existing models of relation between complexity and evolution rate as proposed by Fisher and Kimura. Using epitope prediction algorithms to compute the epitopes presented on the most frequent human HLA alleles in over 100 fully sequenced human viruses, and over 900 non-human viruses, we here study the correlation between viruses/proteins complexity (as measured by the number of proteins in the virus and the length of each protein, respectively) and the rate of accumulation of escape mutation. The latter is evaluated by measuring the normalized epitope density of viral proteins. If the virus/protein complexity prevents the accumulation of escape mutations, the epitope density is expected to be positively correlated with both the number of proteins in the virus and the length of proteins. We show that such correlations are indeed observed for most human viruses. For non-human viruses the correlations were much less significant, indicating that the correlation is indeed induced by human HLA molecules. Elsevier Ltd. 2013-12 2013-08-15 /pmc/articles/PMC7106205/ /pubmed/23954420 http://dx.doi.org/10.1016/j.meegid.2013.07.030 Text en Copyright © 2013 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Agranovich, Alexandra
Maman, Yaakov
Louzoun, Yoram
Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title_full Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title_fullStr Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title_full_unstemmed Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title_short Viral proteome size and CD8+ T cell epitope density are correlated: The effect of complexity on selection
title_sort viral proteome size and cd8+ t cell epitope density are correlated: the effect of complexity on selection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7106205/
https://www.ncbi.nlm.nih.gov/pubmed/23954420
http://dx.doi.org/10.1016/j.meegid.2013.07.030
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