ARTEMIS: A Novel Mass-Spec Platform for HLA-Restricted Self and Disease-Associated Peptide Discovery

Front Immunol. 2021 Apr 23:12:658372. doi: 10.3389/fimmu.2021.658372. eCollection 2021.

Abstract

Conventional immunoprecipitation/mass spectroscopy identification of HLA-restricted peptides remains the purview of specializing laboratories, due to the complexity of the methodology, and requires computational post-analysis to assign peptides to individual alleles when using pan-HLA antibodies. We have addressed these limitations with ARTEMIS: a simple, robust, and flexible platform for peptide discovery across ligandomes, optionally including specific proteins-of-interest, that combines novel, secreted HLA-I discovery reagents spanning multiple alleles, optimized lentiviral transduction, and streamlined affinity-tag purification to improve upon conventional methods. This platform fills a middle ground between existing techniques: sensitive and adaptable, but easy and affordable enough to be widely employed by general laboratories. We used ARTEMIS to catalog allele-specific ligandomes from HEK293 cells for seven classical HLA alleles and compared results across replicates, against computational predictions, and against high-quality conventional datasets. We also applied ARTEMIS to identify potentially useful, novel HLA-restricted peptide targets from oncovirus oncoproteins and tumor-associated antigens.

Keywords: MHC class I; immunotherapy; ligandome analysis; mass spectrometry; peptide-HLA complex.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acid Motifs
  • Amino Acid Sequence
  • Animals
  • Cell Line
  • Epitope Mapping / methods*
  • Histocompatibility Antigens Class I / immunology
  • Histocompatibility Antigens Class II / immunology
  • Humans
  • Mass Spectrometry / methods*
  • Mice
  • Models, Molecular
  • Peptides / chemistry*
  • Peptides / immunology*
  • Protein Binding
  • Reproducibility of Results
  • Structure-Activity Relationship
  • Workflow

Substances

  • Histocompatibility Antigens Class I
  • Histocompatibility Antigens Class II
  • Peptides