High‐sensitivity HLA class I peptidome analysis enables a precise definition of peptide motifs and the identification of peptides from cell lines and patients’ sera

The characterization of peptides bound to human leukocyte antigen (HLA) class I is of fundamental importance for understanding CD8+ T cell‐driven immunological processes and for the development of immunomodulatory therapeutic strategies. However, until now, the mass spectrometric analysis of HLA‐bound peptides has typically required billions of cells, still resulting in relatively few high‐confidence peptide identifications. Capitalizing on the recent developments in mass spectrometry and bioinformatics, we have implemented a methodology for the efficient recovery of acid‐eluted HLA peptides after purification with the pan‐reactive antibody W6/32 and have identified a total of 27 862 unique peptides with high confidence (1% false discovery rate) from five human cancer cell lines. More than 93% of the identified peptides were eight to 11 amino acids in length and contained signatures that were in excellent agreement with published HLA binding motifs. Furthermore, by purifying soluble HLA class I complexes (sHLA) from sera of melanoma patients, up to 972 high‐confidence peptides could be identified, including melanoma‐associated antigens already described in the literature. Knowledge of the HLA class I peptidome should facilitate multiplex tetramer technology‐based characterization of T cells, and allow the development of patient selection, stratification and immunomodulatory therapeutic strategies.

[1]  Hiroaki Tanaka,et al.  Multipeptide immune response to cancer vaccine IMA901 after single-dose cyclophosphamide associates with longer patient survival , 2012, Nature Medicine.

[2]  T. Schumacher,et al.  Dissection of T-cell antigen specificity in human melanoma. , 2012, Cancer research.

[3]  Nicholas A Williamson,et al.  Secreted HLA recapitulates the immunopeptidome and allows in-depth coverage of HLA A*02:01 ligands. , 2012, Molecular immunology.

[4]  Nina Hillen,et al.  Contribution of mass spectrometry-based proteomics to immunology , 2006, Expert review of proteomics.

[5]  Mark Lindsey,et al.  Large-scale production of class I bound peptides: assigning a signature to HLA-B*1501 , 1997, Immunogenetics.

[6]  H. Rammensee,et al.  The repertoire of human tumor-associated epitopes--identification and selection of antigens and their application in clinical trials. , 2013, Current opinion in immunology.

[7]  Pia Kvistborg,et al.  The cancer antigenome , 2012, The EMBO journal.

[8]  Muthuraman Sathiamurthy,et al.  Toward a Definition of Self: Proteomic Evaluation of the Class I Peptide Repertoire1 , 2004, The Journal of Immunology.

[9]  T. Schumacher,et al.  Neoantigens in cancer immunotherapy , 2015, Science.

[10]  P. Wu,et al.  A single nonamer from the Yersinia 60-kDa heat shock protein is the target of HLA-B27-restricted CTL response in Yersinia-induced reactive arthritis. , 1997, Journal of immunology.

[11]  G. Ott,et al.  Design and Methods Case Description , 2022 .

[12]  Dario Neri,et al.  High‐resolution analysis of the murine MHC class II immunopeptidome , 2016, European journal of immunology.

[13]  Alessandro Sette,et al.  Discovering naturally processed antigenic determinants that confer protective T cell immunity. , 2013, The Journal of clinical investigation.

[14]  A Sette,et al.  Peptides presented to the immune system by the murine class II major histocompatibility complex molecule I-Ad. , 1992, Science.

[15]  Eilon Barnea,et al.  Efficient peptide recovery from secreted recombinant MHC-I molecules expressed via mRNA transfection. , 2015, Immunology letters.

[16]  P. Sharma,et al.  The future of immune checkpoint therapy , 2015, Science.

[17]  M. Mann,et al.  More than 100,000 detectable peptide species elute in single shotgun proteomics runs but the majority is inaccessible to data-dependent LC-MS/MS. , 2011, Journal of proteome research.

[18]  Maxim N. Artyomov,et al.  Checkpoint Blockade Cancer Immunotherapy Targets Tumour-Specific Mutant Antigens , 2014, Nature.

[19]  Ilan Beer,et al.  The HLA-B*2705 peptidome. , 2010, Arthritis and rheumatism.

[20]  Morten Nielsen,et al.  Uncovering the Peptide-Binding Specificities of HLA-C: A General Strategy To Determine the Specificity of Any MHC Class I Molecule , 2014, The Journal of Immunology.

[21]  J. Leunissen,et al.  The Human Leukocyte Antigen–presented Ligandome of B Lymphocytes* , 2013, Molecular & Cellular Proteomics.

[22]  Morten Nielsen,et al.  Simultaneous alignment and clustering of peptide data using a Gibbs sampling approach , 2013, Bioinform..

[23]  S. Rosenberg,et al.  Efficient Identification of Mutated Cancer Antigens Recognized by T Cells Associated with Durable Tumor Regressions , 2014, Clinical Cancer Research.

[24]  O. Lund,et al.  The MHC Motif Viewer: A Visualization Tool for MHC Binding Motifs , 2010, Current protocols in immunology.

[25]  P. Parham,et al.  Direct binding to antigen-coated beads refines the specificity and cross-reactivity of four monoclonal antibodies that recognize polymorphic epitopes of HLA class I molecules. , 2013, Tissue antigens.

[26]  Juan Pablo Albar,et al.  Increased Diversity of the HLA-B40 Ligandome by the Presentation of Peptides Phosphorylated at Their Main Anchor Residue* , 2013, Molecular & Cellular Proteomics.

[27]  D. Neri,et al.  Immunocytokines: a novel class of potent armed antibodies. , 2012, Drug discovery today.

[28]  J. Shabanowitz,et al.  Phosphorylation-dependent interaction between antigenic peptides and MHC class I: a molecular basis for presentation of transformed self , 2008, Nature Immunology.

[29]  Ton N Schumacher,et al.  Biomarkers in cancer immunotherapy. , 2015, Cancer cell.

[30]  David T. W. Jones,et al.  Signatures of mutational processes in human cancer , 2013, Nature.

[31]  R. Henderson,et al.  Identification of a peptide recognized by five melanoma-specific human cytotoxic T cell lines. , 1994, Science.

[32]  A. Link,et al.  Proteomic contributions to our understanding of vaccine and immune responses , 2015, Proteomics. Clinical applications.

[33]  M. Stratton,et al.  Tumor exome analysis reveals neoantigen-specific T-cell reactivity in an ipilimumab-responsive melanoma. , 2013, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[34]  S. H. van der Burg,et al.  Anti–CTLA-4 therapy broadens the melanoma-reactive CD8+ T cell response , 2014, Science Translational Medicine.

[35]  Albert J R Heck,et al.  Expanding the detectable HLA peptide repertoire using electron-transfer/higher-energy collision dissociation (EThcD) , 2014, Proceedings of the National Academy of Sciences.

[36]  M. Mann,et al.  MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification , 2008, Nature Biotechnology.

[37]  C. Barnstable,et al.  Production of monoclonal antibodies to group A erythrocytes, HLA and other human cell surface antigens-new tools for genetic analysis , 1978, Cell.

[38]  J. Castle,et al.  A catalog of HLA type, HLA expression, and neo-epitope candidates in human cancer cell lines , 2014, Oncoimmunology.

[39]  D. Neri,et al.  DeepQuanTR: MALDI‐MS‐based label‐free quantification of proteins in complex biological samples , 2010, Proteomics.

[40]  L. Jensen,et al.  Mass Spectrometry of Human Leukocyte Antigen Class I Peptidomes Reveals Strong Effects of Protein Abundance and Turnover on Antigen Presentation* , 2015, Molecular & Cellular Proteomics.

[41]  Ilan Beer,et al.  Soluble plasma HLA peptidome as a potential source for cancer biomarkers , 2010, Proceedings of the National Academy of Sciences.

[42]  O. Lund,et al.  NetMHCpan, a Method for Quantitative Predictions of Peptide Binding to Any HLA-A and -B Locus Protein of Known Sequence , 2007, PloS one.

[43]  R. Magnusson,et al.  Detection of Human Leukocyte Antigen Biomarkers in Breast Cancer Utilizing Label-free Biosensor Technology , 2015, Journal of visualized experiments : JoVE.

[44]  Jamie K Teer,et al.  Use of HLA peptidomics and whole exome sequencing to identify human immunogenic neo-antigens , 2016, Oncotarget.

[45]  A Calin,et al.  HLA class I associations of ankylosing spondylitis in the white population in the United Kingdom. , 1996, Annals of the rheumatic diseases.

[46]  M. Vázquez,et al.  HLA-B27: a registry of constitutive peptide ligands. , 2004, Tissue antigens.

[47]  Hans-Georg Rammensee,et al.  MHC ligands and peptide motifs: first listing , 2004, Immunogenetics.