Distinguishing Signal From Noise in Immunopeptidome Studies of Limiting-Abundance Biological Samples: Peptides Presented by I-Ab in C57BL/6 Mouse Thymus

Front Immunol. 2021 Apr 29:12:658601. doi: 10.3389/fimmu.2021.658601. eCollection 2021.

Abstract

Antigen presentation by MHC-II proteins in the thymus is central to selection of CD4 T cells, but analysis of the full repertoire of presented peptides responsible for positive and negative selection is complicated by the low abundance of antigen presenting cells. A key challenge in analysis of limiting abundance immunopeptidomes by mass spectrometry is distinguishing true MHC-binding peptides from co-eluting non-specifically bound peptides present in the mixture eluted from immunoaffinity-purified MHC molecules. Herein we tested several approaches to minimize the impact of non-specific background peptides, including analyzing eluates from isotype-control antibody-conjugated beads, considering only peptides present in nested sets, and using predicted binding motif analysis to identify core epitopes. We evaluated these methods using well-understood human cell line samples, and then applied them to analysis of the I-Ab presented immunopeptidome of the thymus of C57BL/6 mice, comparing this to the more easily characterized splenic B cell and dendritic cell populations. We identified a total of 3473 unique peptides eluted from the various tissues, using a data dependent acquisition strategy with a false-discovery rate of <1%. The immunopeptidomes presented in thymus as compared to splenic B cells and DCs identified shared and tissue-specific epitopes. A broader length distribution was observed for peptides presented in the thymus as compared to splenic B cells or DCs. Detailed analysis of 61 differentially presented peptides indicated a wider distribution of I-Ab binding affinities in thymus as compared to splenic B cells. These results suggest different constraints on antigen processing and presentation pathways in central versus peripheral tissues.

Keywords: MHC protein; antigen presentation; mass spectrometry; peptide processing; thymic selection.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Amino Acid Motifs
  • Amino Acid Sequence
  • Animals
  • Antigen Presentation / immunology*
  • B-Lymphocytes / immunology
  • B-Lymphocytes / metabolism
  • Cell Line
  • Computational Biology / methods
  • Dendritic Cells / immunology
  • Dendritic Cells / metabolism
  • Epitope Mapping* / methods
  • Epitopes / chemistry
  • Epitopes / immunology*
  • HLA-DR Antigens / chemistry
  • HLA-DR Antigens / immunology
  • Histocompatibility Antigens Class II / chemistry
  • Histocompatibility Antigens Class II / immunology
  • Humans
  • Mice
  • Mice, Inbred C57BL
  • Peptides / chemistry
  • Peptides / immunology*
  • Protein Binding
  • Spleen / immunology
  • Spleen / metabolism
  • Thymus Gland / immunology*
  • Thymus Gland / metabolism

Substances

  • Epitopes
  • HLA-DR Antigens
  • Histocompatibility Antigens Class II
  • I-A(b) antigen, mouse
  • Peptides