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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 1

Characterization of MHC ligands eluted from C18 cartridges with various concentrations of ACN.

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Characterization of MHC ligands eluted from C18 cartridges with various ...
(A) Comparison of size-exclusion spin filters and C18 cartridges with 30% ACN elution. (B) Relative changes for the yields of unique HLA ligands between different ACN elution conditions in AML14, JMN, and BV173 cells. (C) GRAVY scores for MHC-assigned peptides in BV173 cells. (D) GRAVY scores of different ACN elution conditions in AML14, JMN, and BV173 cells. (E) Venn diagram for size-exclusion spin filters and C18 cartridge experiments. Data sets were used from the experiment depicted in C. (F) Venn diagram for different ACN elution conditions in AML14, JMN, and BV173 cells. Data sets were used from experiments shown in D. Data were normalized to samples with lowest yield of unique HLA ligand identifications. Key: 30% ACN in red, 40% ACN in green, and 50% ACN in blue. For A and B mean with SD is indicated. In C and D whiskers show range of GRAVY scores from min to max. Boxes show mean with SD. One-way ANOVA test was used for multiple comparisons. ****P < 0.0001.

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