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Vizcaíno JA, Kubiniok P, Kovalchik KA, Ma Q, Duquette JD, Mongrain I, Deutsch EW, Peters B, Sette A, Sirois I, Caron E. The Human Immunopeptidome Project: A Roadmap to Predict and Treat Immune Diseases. Mol Cell Proteomics 2020; 19:31-49. [PMID: 31744855 PMCID: PMC6944237 DOI: 10.1074/mcp.r119.001743] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 11/18/2019] [Indexed: 12/11/2022] Open
Abstract
The science that investigates the ensembles of all peptides associated to human leukocyte antigen (HLA) molecules is termed "immunopeptidomics" and is typically driven by mass spectrometry (MS) technologies. Recent advances in MS technologies, neoantigen discovery and cancer immunotherapy have catalyzed the launch of the Human Immunopeptidome Project (HIPP) with the goal of providing a complete map of the human immunopeptidome and making the technology so robust that it will be available in every clinic. Here, we provide a long-term perspective of the field and we use this framework to explore how we think the completion of the HIPP will truly impact the society in the future. In this context, we introduce the concept of immunopeptidome-wide association studies (IWAS). We highlight the importance of large cohort studies for the future and how applying quantitative immunopeptidomics at population scale may provide a new look at individual predisposition to common immune diseases as well as responsiveness to vaccines and immunotherapies. Through this vision, we aim to provide a fresh view of the field to stimulate new discussions within the community, and present what we see as the key challenges for the future for unlocking the full potential of immunopeptidomics in this era of precision medicine.
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Affiliation(s)
- Juan Antonio Vizcaíno
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, United Kingdom
| | - Peter Kubiniok
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada
| | | | - Qing Ma
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada; School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | | | - Ian Mongrain
- Université de Montréal Beaulieu-Saucier Pharmacogenomics Centre, Montreal, QC, Canada; Montreal Heart Institute, Montreal, QC, Canada
| | - Eric W Deutsch
- Institute for Systems Biology, Seattle, Washington, 98109
| | - Bjoern Peters
- La Jolla Institute for Allergy and Immunology, La Jolla, California, 92037
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, California, 92037
| | - Isabelle Sirois
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada
| | - Etienne Caron
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada; Department of Pathology and Cellular Biology, Faculty of Medicine, Université de Montréal, QC H3T 1J4, Canada.
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2
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Shao W, Pedrioli PGA, Wolski W, Scurtescu C, Schmid E, Vizcaíno JA, Courcelles M, Schuster H, Kowalewski D, Marino F, Arlehamn CSL, Vaughan K, Peters B, Sette A, Ottenhoff THM, Meijgaarden KE, Nieuwenhuizen N, Kaufmann SHE, Schlapbach R, Castle JC, Nesvizhskii AI, Nielsen M, Deutsch EW, Campbell DS, Moritz RL, Zubarev RA, Ytterberg AJ, Purcell AW, Marcilla M, Paradela A, Wang Q, Costello CE, Ternette N, van Veelen PA, van Els CACM, Heck AJR, de Souza GA, Sollid LM, Admon A, Stevanovic S, Rammensee HG, Thibault P, Perreault C, Bassani-Sternberg M, Aebersold R, Caron E. The SysteMHC Atlas project. Nucleic Acids Res 2019; 46:D1237-D1247. [PMID: 28985418 PMCID: PMC5753376 DOI: 10.1093/nar/gkx664] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 07/21/2017] [Indexed: 11/25/2022] Open
Abstract
Mass spectrometry (MS)-based immunopeptidomics investigates the repertoire of peptides presented at the cell surface by major histocompatibility complex (MHC) molecules. The broad clinical relevance of MHC-associated peptides, e.g. in precision medicine, provides a strong rationale for the large-scale generation of immunopeptidomic datasets and recent developments in MS-based peptide analysis technologies now support the generation of the required data. Importantly, the availability of diverse immunopeptidomic datasets has resulted in an increasing need to standardize, store and exchange this type of data to enable better collaborations among researchers, to advance the field more efficiently and to establish quality measures required for the meaningful comparison of datasets. Here we present the SysteMHC Atlas (https://systemhcatlas.org), a public database that aims at collecting, organizing, sharing, visualizing and exploring immunopeptidomic data generated by MS. The Atlas includes raw mass spectrometer output files collected from several laboratories around the globe, a catalog of context-specific datasets of MHC class I and class II peptides, standardized MHC allele-specific peptide spectral libraries consisting of consensus spectra calculated from repeat measurements of the same peptide sequence, and links to other proteomics and immunology databases. The SysteMHC Atlas project was created and will be further expanded using a uniform and open computational pipeline that controls the quality of peptide identifications and peptide annotations. Thus, the SysteMHC Atlas disseminates quality controlled immunopeptidomic information to the public domain and serves as a community resource toward the generation of a high-quality comprehensive map of the human immunopeptidome and the support of consistent measurement of immunopeptidomic sample cohorts.
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Affiliation(s)
- Wenguang Shao
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich 8093, Switzerland
| | - Patrick G A Pedrioli
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich 8093, Switzerland
| | - Witold Wolski
- Functional Genomics Center Zurich, ETH Zurich and University of Zurich, Zurich 8057, Switzerland
| | | | - Emanuel Schmid
- Scientific IT Services (SIS), ETH Zurich, Zurich 8093, Switzerland
| | - Juan A Vizcaíno
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Mathieu Courcelles
- Institute for Research in Immunology and Cancer, Université de Montréal, Montreal, H3T 1J4, Canada
| | - Heiko Schuster
- Department of Immunology, Interfaculty Institute for Cell Biology, University of Tübingen, Tübingen, 72076, Germany.,German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Tübingen, 72076, Germany
| | - Daniel Kowalewski
- Department of Immunology, Interfaculty Institute for Cell Biology, University of Tübingen, Tübingen, 72076, Germany.,German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Tübingen, 72076, Germany
| | - Fabio Marino
- Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne 1011, Switzerland.,Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CH, The Netherlands.,Netherlands Proteomics Centre, Utrecht, 3584 CH, The Netherlands
| | | | - Kerrie Vaughan
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Bjoern Peters
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Tom H M Ottenhoff
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Krista E Meijgaarden
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Natalie Nieuwenhuizen
- Department of Immunology, Max Planck Institute for Infection Biology, Berlin 10117, Germany
| | - Stefan H E Kaufmann
- Department of Immunology, Max Planck Institute for Infection Biology, Berlin 10117, Germany
| | - Ralph Schlapbach
- Functional Genomics Center Zurich, ETH Zurich and University of Zurich, Zurich 8057, Switzerland
| | - John C Castle
- Vaccine Research and Translational Medicine, Agenus Switzerland Inc., 4157 Basel, Switzerland
| | - Alexey I Nesvizhskii
- Department of Pathology, BRCF Metabolomics Core, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Morten Nielsen
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, 1650, Argentina.,Department of Bio and Health Informatics, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | | | | | | | - Roman A Zubarev
- Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, SE-171 77, Sweden
| | - Anders Jimmy Ytterberg
- Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, SE-171 77, Sweden.,Rheumatology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, SE-171 77, Sweden
| | - Anthony W Purcell
- Infection and Immunity Program, Department of Biochemistry and Molecular Biology, Monash Biomedicine Discovery Institute, Monash University, Clayton 3800, Australia
| | - Miguel Marcilla
- Proteomics Unit, Spanish National Biotechnology Centre, Madrid 28049, Spain
| | - Alberto Paradela
- Proteomics Unit, Spanish National Biotechnology Centre, Madrid 28049, Spain
| | - Qi Wang
- Center for Biomedical Mass Spectrometry, Department of Biochemistry, Boston University School of Medicine, Boston, MA 02118, USA
| | - Catherine E Costello
- Center for Biomedical Mass Spectrometry, Department of Biochemistry, Boston University School of Medicine, Boston, MA 02118, USA
| | - Nicola Ternette
- The Jenner Institute, Target Discovery Institute Mass Spectrometry Laboratory, University of Oxford, Oxford, OX3 7FZ, UK
| | - Peter A van Veelen
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, 2333 ZA, The Netherlands
| | - Cécile A C M van Els
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, 3720 BA, The Netherlands
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CH, The Netherlands.,Netherlands Proteomics Centre, Utrecht, 3584 CH, The Netherlands
| | - Gustavo A de Souza
- Centre for Immune Regulation, Department of Immunology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo 0372, Norway.,The Brain Institute, Universidade Federal do Rio Grande do Norte, 59056-450, Natal-RN, Brazil
| | - Ludvig M Sollid
- Centre for Immune Regulation, Department of Immunology, University of Oslo and Oslo University Hospital-Rikshospitalet, Oslo 0372, Norway
| | - Arie Admon
- Department of Biology, Technion, Israel Institute of Technology, Haifa 3200003, Israel
| | - Stefan Stevanovic
- Department of Immunology, Interfaculty Institute for Cell Biology, University of Tübingen, Tübingen, 72076, Germany.,German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Tübingen, 72076, Germany
| | - Hans-Georg Rammensee
- Department of Immunology, Interfaculty Institute for Cell Biology, University of Tübingen, Tübingen, 72076, Germany.,German Cancer Consortium (DKTK), DKFZ partner site Tübingen, Tübingen, 72076, Germany
| | - Pierre Thibault
- Institute for Research in Immunology and Cancer, Université de Montréal, Montreal, H3T 1J4, Canada
| | - Claude Perreault
- Institute for Research in Immunology and Cancer, Université de Montréal, Montreal, H3T 1J4, Canada
| | - Michal Bassani-Sternberg
- Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne 1011, Switzerland
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich 8093, Switzerland.,Faculty of Science, University of Zurich, 8006 Zurich, Switzerland
| | - Etienne Caron
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich 8093, Switzerland
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Caron E, Aebersold R, Banaei-Esfahani A, Chong C, Bassani-Sternberg M. A Case for a Human Immuno-Peptidome Project Consortium. Immunity 2017; 47:203-208. [PMID: 28813649 DOI: 10.1016/j.immuni.2017.07.010] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 07/13/2017] [Indexed: 01/19/2023]
Abstract
A multidisciplinary group of researchers gathered at the Hönggerberg Campus at ETH Zurich, Switzerland, for the first meeting on the Human Immuno-Peptidome Project (https://hupo.org/human-immuno-peptidome-project/). The long-term goal of this project is to map the entire repertoire of peptides presented by human leukocyte antigen molecules using mass spectrometry technologies, and make its robust analysis accessible to any immunologist. Here we outline the specific challenges identified toward this goal, and within this framework, describe the structure of a multipronged program aimed at addressing these challenges and implementing solutions at a community-wide level. Pillars of that program are: (1) method and technology development, (2) standardization, (3) effective data sharing, and (4) education. If successful, this community-driven endeavor might provide a roadmap toward new paradigms in immunology.
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Affiliation(s)
- Etienne Caron
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland; Faculty of Science, University of Zürich, Zürich, Switzerland
| | - Amir Banaei-Esfahani
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland; PhD Program in Systems Biology, Life Science Zurich Graduate School, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Chloe Chong
- Department of Oncology, University Hospital of Lausanne; Ludwig Center for Cancer Research of the University of Lausanne, Lausanne, Switzerland
| | - Michal Bassani-Sternberg
- Department of Oncology, University Hospital of Lausanne; Ludwig Center for Cancer Research of the University of Lausanne, Lausanne, Switzerland.
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6
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El Bissati K, Zhou Y, Paulillo SM, Raman SK, Karch CP, Roberts CW, Lanar DE, Reed S, Fox C, Carter D, Alexander J, Sette A, Sidney J, Lorenzi H, Begeman IJ, Burkhard P, McLeod R. Protein nanovaccine confers robust immunity against Toxoplasma. NPJ Vaccines 2017; 2:24. [PMID: 29263879 PMCID: PMC5627305 DOI: 10.1038/s41541-017-0024-6] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 06/20/2017] [Accepted: 06/21/2017] [Indexed: 11/08/2022] Open
Abstract
We designed and produced a self-assembling protein nanoparticle. This self-assembling protein nanoparticle contains five CD8+ HLA-A03-11 supertypes-restricted epitopes from antigens expressed during Toxoplasma gondii's lifecycle, the universal CD4+ T cell epitope PADRE, and flagellin as a scaffold and TLR5 agonist. These CD8+ T cell epitopes were separated by N/KAAA spacers and optimized for proteasomal cleavage. Self-assembling protein nanoparticle adjuvanted with TLR4 ligand-emulsion GLA-SE were evaluated for their efficacy in inducing IFN-γ responses and protection of HLA-A*1101 transgenic mice against T. gondii. Immunization, using self-assembling protein nanoparticle-GLA-SE, activated CD8+ T cells to produce IFN-γ. Self-assembling protein nanoparticle-GLA-SE also protected HLA-A*1101 transgenic mice against subsequent challenge with Type II parasites. Hence, combining CD8+ T cell-eliciting peptides and PADRE into a multi-epitope protein that forms a nanoparticle, administered with GLA-SE, leads to efficient presentation by major histocompatibility complex Class I and II molecules. Furthermore, these results suggest that activation of TLR4 and TLR5 could be useful for development of vaccines that elicit T cells to prevent toxoplasmosis in humans.
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Affiliation(s)
- Kamal El Bissati
- Departments of OVS, The University of Chicago, 5841S Maryland Ave, Chicago, IL 60637 USA
| | - Ying Zhou
- Departments of OVS, The University of Chicago, 5841S Maryland Ave, Chicago, IL 60637 USA
| | | | | | - Christopher P. Karch
- Institute of Materials Science and Department of Molecular and Cell Biology, University of Connecticut, 97 North Eagleville Road, Storrs, CT 06269 USA
| | - Craig W. Roberts
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, G4 0RE UK
| | - David E. Lanar
- Walter Reed Army Institute of Research, 503 Robert Grant Ave, Silver Spring, MD 20910 USA
| | - Steve Reed
- Infectious Diseases Research Institute, 1616 Eastlake Ave E #400, Seattle, WA 98102 USA
| | - Chris Fox
- Infectious Diseases Research Institute, 1616 Eastlake Ave E #400, Seattle, WA 98102 USA
| | - Darrick Carter
- Infectious Diseases Research Institute, 1616 Eastlake Ave E #400, Seattle, WA 98102 USA
| | - Jeff Alexander
- PaxVax, 3985-A Sorrento Valley Blvd, San Diego, CA 92121 USA
| | - Alessandro Sette
- La Jolla Institute of Allergy and Immunology, 9420 Athena Cir, La Jolla, CA 92037 USA
| | - John Sidney
- La Jolla Institute of Allergy and Immunology, 9420 Athena Cir, La Jolla, CA 92037 USA
| | - Hernan Lorenzi
- J. Craig Venter Institute, 9714 Medical Center Drive, Rockville, MD 20850 USA
| | - Ian J. Begeman
- Departments of OVS, The University of Chicago, 5841S Maryland Ave, Chicago, IL 60637 USA
| | - Peter Burkhard
- Alpha-O Peptides AG, Lörracherstrasse 50, 4125 Riehen, Switzerland
- Institute of Materials Science and Department of Molecular and Cell Biology, University of Connecticut, 97 North Eagleville Road, Storrs, CT 06269 USA
| | - Rima McLeod
- Departments of OVS, The University of Chicago, 5841S Maryland Ave, Chicago, IL 60637 USA
- Pediatrics (Infectious Diseases), The University of Chicago, 5841S Maryland Ave, Chicago, IL 60637 USA
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