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Solving an MHC allele–specific bias in the reported immunopeptidome
Martin G. Klatt, Kyeara N. Mack, Yang Bai, Zita E. H. Aretz, Levy I. Nathan, Sung Soo Mun, Tao Dao, David A. Scheinberg
Martin G. Klatt, Kyeara N. Mack, Yang Bai, Zita E. H. Aretz, Levy I. Nathan, Sung Soo Mun, Tao Dao, David A. Scheinberg
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Resource and Technical Advance Immunology

Solving an MHC allele–specific bias in the reported immunopeptidome

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Abstract

Identification of MHC class I–bound peptides by immunopurification of MHC complexes and subsequent analysis by mass spectrometry is crucial for understanding T cell immunology and immunotherapy. Investigation of the steps for the MHC ligand isolation process revealed biases in widely used isolation techniques toward peptides of lower hydrophobicity. As MHC ligand hydrophobicity correlates positively with immunogenicity, identification of more hydrophobic MHC ligands could potentially lead to more effective isolation of immunogenic peptides as targets for immunotherapies. We solved this problem by use of higher concentrations of acetonitrile for the separation of MHC ligands and their respective complexes. This increased overall MHC ligand identifications by 2-fold, increased detection of cancer germline antigen–derived peptides by 50%, and resulted in profound variations in isolation efficacy between different MHC alleles correlating with the hydrophobicity of their anchor residues. Overall, these insights enabled a more complete view of the immunopeptidome and overcame a systematic underrepresentation of these critical MHC ligands of high hydrophobicity.

Authors

Martin G. Klatt, Kyeara N. Mack, Yang Bai, Zita E. H. Aretz, Levy I. Nathan, Sung Soo Mun, Tao Dao, David A. Scheinberg

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Figure 3

Correlation of hydrophobicity and immunogenicity.

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Correlation of hydrophobicity and immunogenicity.
Epitopes eluted from C...
Epitopes eluted from CGAs. HLA-A*02 9-mer HLA ligands from Chowell et al. (10) were retrieved and GRAVY scores of immunogenic and nonimmunogenic peptides calculated for (A) the whole peptide and (B) amino acid positions 4 to 8. (C) GRAVY scores for positions 4 to 8 of 9-mer peptides identified in different ACN conditions. (D) T cell recognition score for 9-mer HLA-A*02 binder. (E) Venn diagrams for peptides derived from CGAs in different ACN elution conditions. Color key is the same as that for Figure 1. (F) Known and potentially novel peptides from CGAs. In A, B, C, and D, whiskers indicate min to max. Boxes show mean with SD. Experiments were performed in biological duplicates. One-way ANOVA test was used for multiple comparisons. **P < 0.01; ****P < 0.0001.

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