Prioritization of infectious epitopes for translational investigation in type 1 diabetes etiology.
Bioinformatics
Islet autoimmunity
Molecular mimicry
Sequence homology
Translational science
Type 1 diabetes mellitus
Journal
Journal of autoimmunity
ISSN: 1095-9157
Titre abrégé: J Autoimmun
Pays: England
ID NLM: 8812164
Informations de publication
Date de publication:
27 Sep 2023
27 Sep 2023
Historique:
received:
01
06
2023
revised:
28
07
2023
accepted:
14
09
2023
medline:
30
9
2023
pubmed:
30
9
2023
entrez:
29
9
2023
Statut:
aheadofprint
Résumé
Molecular mimicry is one mechanism by which infectious agents are thought to trigger islet autoimmunity in type 1 diabetes. With a growing number of reported infectious agents and islet antigens, strategies to prioritize the study of infectious agents are critically needed to expedite translational research into the etiology of type 1 diabetes. In this work, we developed an in-silico pipeline for assessing molecular mimicry in type 1 diabetes etiology based on sequence homology, empirical binding affinity to specific MHC molecules, and empirical potential for T-cell immunogenicity. We then assess whether potential molecular mimics were conserved across other pathogens known to infect humans. Overall, we identified 61 potentially high-impact molecular mimics showing sequence homology, strong empirical binding affinity, and empirical immunogenicity linked with specific MHC molecules. We further found that peptide sequences from 32 of these potential molecular mimics were conserved across several human pathogens. These findings facilitate translational evaluation of molecular mimicry in type 1 diabetes etiology by providing a curated and prioritized list of peptides from infectious agents for etiopathologic investigation. These results may also provide evidence for generation of infectious and HLA-specific preclinical models and inform future screening and preventative efforts in genetically susceptible populations.
Identifiants
pubmed: 37774556
pii: S0896-8411(23)00124-5
doi: 10.1016/j.jaut.2023.103115
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
103115Subventions
Organisme : NCATS NIH HHS
ID : UL1 TR002538
Pays : United States
Organisme : NCATS NIH HHS
ID : UM1 TR004409
Pays : United States
Informations de copyright
Copyright © 2023. Published by Elsevier Ltd.