The Length Distribution of Class I–Restricted T Cell Epitopes Is Determined by Both Peptide Supply and MHC Allele–Specific Binding Preference
Author(s) -
Thomas Trolle,
Curtis McMurtrey,
John Sidney,
Wilfried Bardet,
Sean Osborn,
Thomas Kaever,
Alessandro Sette,
William H. Hildebrand,
Morten Nielsen,
Bjoern Peters
Publication year - 2016
Publication title -
the journal of immunology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.737
H-Index - 372
eISSN - 1550-6606
pISSN - 0022-1767
DOI - 10.4049/jimmunol.1501721
Subject(s) - epitope , preference , allele , major histocompatibility complex , mhc class i , class (philosophy) , peptide , mhc class ii , biology , genetics , computational biology , mathematics , antigen , computer science , biochemistry , gene , statistics , artificial intelligence
HLA class I-binding predictions are widely used to identify candidate peptide targets of human CD8(+) T cell responses. Many such approaches focus exclusively on a limited range of peptide lengths, typically 9 aa and sometimes 9-10 aa, despite multiple examples of dominant epitopes of other lengths. In this study, we examined whether epitope predictions can be improved by incorporating the natural length distribution of HLA class I ligands. We found that, although different HLA alleles have diverse length-binding preferences, the length profiles of ligands that are naturally presented by these alleles are much more homogeneous. We hypothesized that this is due to a defined length profile of peptides available for HLA binding in the endoplasmic reticulum. Based on this, we created a model of HLA allele-specific ligand length profiles and demonstrate how this model, in combination with HLA-binding predictions, greatly improves comprehensive identification of CD8(+) T cell epitopes.
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