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Unraveling the glycosylated immunopeptidome with HLA-Glyco.


ABSTRACT: Recent interest in targeted therapies has been sparked by the study of MHC-associated peptides (MAPs) that undergo post-translational modifications (PTMs), particularly glycosylation. In this study, we introduce a fast computational workflow that merges the MSFragger-Glyco search algorithm with a false discovery rate control for glycopeptide analysis from mass spectrometry-based immunopeptidome data. By analyzing eight large-scale publicly available studies, we find that glycosylated MAPs are predominantly presented by MHC class II. Here, we present HLA-Glyco, a comprehensive resource containing over 3,400 human leukocyte antigen (HLA) class II N-glycopeptides from 1,049 distinct protein glycosylation sites. This resource provides valuable insights, including high levels of truncated glycans, conserved HLA-binding cores, and differences in glycosylation positional specificity between HLA allele groups. We integrate the workflow within the FragPipe computational platform and provide HLA-Glyco as a free web resource. Overall, our work provides a valuable tool and resource to aid the nascent field of glyco-immunopeptidomics.

SUBMITTER: Bedran G 

PROVIDER: S-EPMC10258777 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature

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Unraveling the glycosylated immunopeptidome with HLA-Glyco.

Bedran Georges G   Polasky Daniel A DA   Hsiao Yi Y   Yu Fengchao F   da Veiga Leprevost Felipe F   Alfaro Javier A JA   Cieslik Marcin M   Nesvizhskii Alexey I AI  

Nature communications 20230612 1


Recent interest in targeted therapies has been sparked by the study of MHC-associated peptides (MAPs) that undergo post-translational modifications (PTMs), particularly glycosylation. In this study, we introduce a fast computational workflow that merges the MSFragger-Glyco search algorithm with a false discovery rate control for glycopeptide analysis from mass spectrometry-based immunopeptidome data. By analyzing eight large-scale publicly available studies, we find that glycosylated MAPs are pr  ...[more]

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