Abstract
Predicting which peptides can elicit a T cell response (i.e. are immunogenic) is of great importance for many immunological studies. While it is clear that MHC binding is a necessary requirement for peptide immunogenicity, other variables exist that are incompletely understood. In this study we examined the hypothesis that conservation of a peptide in bacteria that are part of the healthy human microbiome leads to a reduced level of immunogenicity due to tolerization of T cells to the commensal bacteria. This was done by comparing experimentally characterized T cell epitope recognition data from the Immune Epitope Database with their conservation in the human microbiome. Indeed, we did see a lower immunogenicity for conserved peptides conserved. While many aspects how this conservation comparison is done require further optimization, this is a first step towards a better understanding T cell recognition of peptides in bacterial pathogens is influenced by their conservation in commensal bacteria. If the further work proves that this approach is successful, the degree of overlap of a peptide with the human proteome or microbiome could be added to the arsenal of tools available to assess peptide immunogenicity.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics |
| Number of pages | 5 |
| Place of Publication | New York |
| Publisher | Association for Computing Machinery |
| Publication date | 2014 |
| Pages | 739-743 |
| ISBN (Print) | 978-1-4503-2894-4 |
| DOIs | |
| Publication status | Published - 2014 |
| Event | The 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics: BCB '14 - Newport Beach, CA, United States Duration: 20 Sept 2014 → 23 Sept 2014 Conference number: 5 |
Conference
| Conference | The 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics |
|---|---|
| Number | 5 |
| Country/Territory | United States |
| City | Newport Beach, CA |
| Period | 20/09/2014 → 23/09/2014 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Immune epitope database
- Human microbiome
- Epitopes
- Sequence conservation
- Immunogenicity
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