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Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes
The microbiome influences adaptive immunity and molecular mimicry influences T cell reactivity. Here, we evaluated whether the sequence similarity of various antigens to the microbiota dampens or increases immunogenicity of T cell epitopes. Sets of epitopes and control sequences derived from 38 anti...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5937769/ https://www.ncbi.nlm.nih.gov/pubmed/29734356 http://dx.doi.org/10.1371/journal.pone.0196551 |
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author | Carrasco Pro, Sebastian Lindestam Arlehamn, Cecilia S. Dhanda, Sandeep K. Carpenter, Chelsea Lindvall, Mikaela Faruqi, Ali A. Santee, Clark A. Renz, Harald Sidney, John Peters, Bjoern Sette, Alessandro |
author_facet | Carrasco Pro, Sebastian Lindestam Arlehamn, Cecilia S. Dhanda, Sandeep K. Carpenter, Chelsea Lindvall, Mikaela Faruqi, Ali A. Santee, Clark A. Renz, Harald Sidney, John Peters, Bjoern Sette, Alessandro |
author_sort | Carrasco Pro, Sebastian |
collection | PubMed |
description | The microbiome influences adaptive immunity and molecular mimicry influences T cell reactivity. Here, we evaluated whether the sequence similarity of various antigens to the microbiota dampens or increases immunogenicity of T cell epitopes. Sets of epitopes and control sequences derived from 38 antigenic categories (infectious pathogens, allergens, autoantigens) were retrieved from the Immune Epitope Database (IEDB). Their similarity to microbiome sequences was calculated using the BLOSUM62 matrix. We found that sequence similarity was associated with either dampened (tolerogenic; e.g. most allergens) or increased (inflammatory; e.g. Dengue and West Nile viruses) likelihood of a peptide being immunogenic as a function of epitope source category. Ten-fold cross-validation and validation using sets of manually curated epitopes and non-epitopes derived from allergens were used to confirm these initial observations. Furthermore, the genus from which the microbiome homologous sequences were derived influenced whether a tolerogenic versus inflammatory modulatory effect was observed, with Fusobacterium most associated with inflammatory influences and Bacteroides most associated with tolerogenic influences. We validated these effects using PBMCs stimulated with various sets of microbiome peptides. “Tolerogenic” microbiome peptides elicited IL-10 production, “inflammatory” peptides elicited mixed IL-10/IFNγ production, while microbiome epitopes homologous to self were completely unreactive for both cytokines. We also tested the sequence similarity of cockroach epitopes to specific microbiome sequences derived from households of cockroach allergic individuals and non-allergic controls. Microbiomes from cockroach allergic households were less likely to contain sequences homologous to previously defined cockroach allergens. These results are compatible with the hypothesis that microbiome sequences may contribute to the tolerization of T cells for allergen epitopes, and lack of these sequences might conversely be associated with increased likelihood of T cell reactivity against the cockroach epitopes. Taken together this study suggests that microbiome sequence similarity influences immune reactivity to homologous epitopes encoded by pathogens, allergens and auto-antigens. |
format | Online Article Text |
id | pubmed-5937769 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59377692018-05-18 Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes Carrasco Pro, Sebastian Lindestam Arlehamn, Cecilia S. Dhanda, Sandeep K. Carpenter, Chelsea Lindvall, Mikaela Faruqi, Ali A. Santee, Clark A. Renz, Harald Sidney, John Peters, Bjoern Sette, Alessandro PLoS One Research Article The microbiome influences adaptive immunity and molecular mimicry influences T cell reactivity. Here, we evaluated whether the sequence similarity of various antigens to the microbiota dampens or increases immunogenicity of T cell epitopes. Sets of epitopes and control sequences derived from 38 antigenic categories (infectious pathogens, allergens, autoantigens) were retrieved from the Immune Epitope Database (IEDB). Their similarity to microbiome sequences was calculated using the BLOSUM62 matrix. We found that sequence similarity was associated with either dampened (tolerogenic; e.g. most allergens) or increased (inflammatory; e.g. Dengue and West Nile viruses) likelihood of a peptide being immunogenic as a function of epitope source category. Ten-fold cross-validation and validation using sets of manually curated epitopes and non-epitopes derived from allergens were used to confirm these initial observations. Furthermore, the genus from which the microbiome homologous sequences were derived influenced whether a tolerogenic versus inflammatory modulatory effect was observed, with Fusobacterium most associated with inflammatory influences and Bacteroides most associated with tolerogenic influences. We validated these effects using PBMCs stimulated with various sets of microbiome peptides. “Tolerogenic” microbiome peptides elicited IL-10 production, “inflammatory” peptides elicited mixed IL-10/IFNγ production, while microbiome epitopes homologous to self were completely unreactive for both cytokines. We also tested the sequence similarity of cockroach epitopes to specific microbiome sequences derived from households of cockroach allergic individuals and non-allergic controls. Microbiomes from cockroach allergic households were less likely to contain sequences homologous to previously defined cockroach allergens. These results are compatible with the hypothesis that microbiome sequences may contribute to the tolerization of T cells for allergen epitopes, and lack of these sequences might conversely be associated with increased likelihood of T cell reactivity against the cockroach epitopes. Taken together this study suggests that microbiome sequence similarity influences immune reactivity to homologous epitopes encoded by pathogens, allergens and auto-antigens. Public Library of Science 2018-05-07 /pmc/articles/PMC5937769/ /pubmed/29734356 http://dx.doi.org/10.1371/journal.pone.0196551 Text en © 2018 Carrasco Pro et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Carrasco Pro, Sebastian Lindestam Arlehamn, Cecilia S. Dhanda, Sandeep K. Carpenter, Chelsea Lindvall, Mikaela Faruqi, Ali A. Santee, Clark A. Renz, Harald Sidney, John Peters, Bjoern Sette, Alessandro Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title | Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title_full | Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title_fullStr | Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title_full_unstemmed | Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title_short | Microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
title_sort | microbiota epitope similarity either dampens or enhances the immunogenicity of disease-associated antigenic epitopes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5937769/ https://www.ncbi.nlm.nih.gov/pubmed/29734356 http://dx.doi.org/10.1371/journal.pone.0196551 |
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