1
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Soh WT, Roetschke HP, Cormican JA, Teo BF, Chiam NC, Raabe M, Pflanz R, Henneberg F, Becker S, Chari A, Liu H, Urlaub H, Liepe J, Mishto M. Protein degradation by human 20S proteasomes elucidates the interplay between peptide hydrolysis and splicing. Nat Commun 2024; 15:1147. [PMID: 38326304 PMCID: PMC10850103 DOI: 10.1038/s41467-024-45339-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 01/17/2024] [Indexed: 02/09/2024] Open
Abstract
If and how proteasomes catalyze not only peptide hydrolysis but also peptide splicing is an open question that has divided the scientific community. The debate has so far been based on immunopeptidomics, in vitro digestions of synthetic polypeptides as well as ex vivo and in vivo experiments, which could only indirectly describe proteasome-catalyzed peptide splicing of full-length proteins. Here we develop a workflow-and cognate software - to analyze proteasome-generated non-spliced and spliced peptides produced from entire proteins and apply it to in vitro digestions of 15 proteins, including well-known intrinsically disordered proteins such as human tau and α-Synuclein. The results confirm that 20S proteasomes produce a sizeable variety of cis-spliced peptides, whereas trans-spliced peptides are a minority. Both peptide hydrolysis and splicing produce peptides with well-defined characteristics, which hint toward an intricate regulation of both catalytic activities. At protein level, both non-spliced and spliced peptides are not randomly localized within protein sequences, but rather concentrated in hotspots of peptide products, in part driven by protein sequence motifs and proteasomal preferences. At sequence level, the different peptide sequence preference of peptide hydrolysis and peptide splicing suggests a competition between the two catalytic activities of 20S proteasomes during protein degradation.
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Affiliation(s)
- Wai Tuck Soh
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Hanna P Roetschke
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
- Centre for Inflammation Biology and Cancer Immunology & Peter Gorer Department of Immunobiology, King's College London, SE1 1UL, London, UK
- Research Group of Molecular Immunology, Francis Crick Institute, NW1 1AT, London, UK
| | - John A Cormican
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Bei Fang Teo
- Centre for Inflammation Biology and Cancer Immunology & Peter Gorer Department of Immunobiology, King's College London, SE1 1UL, London, UK
- Research Group of Molecular Immunology, Francis Crick Institute, NW1 1AT, London, UK
- Immunology Programme, Life Sciences Institute; Immunology Translational Research Program and Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117456, Singapore
| | - Nyet Cheng Chiam
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Monika Raabe
- Research Group of Bioanalytical Mass Spectrometry, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Ralf Pflanz
- Research Group of Bioanalytical Mass Spectrometry, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Fabian Henneberg
- Department of Structural Dynamics, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Stefan Becker
- Department of NMR-based Structural Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Ashwin Chari
- Research Group of Structural Biochemistry and Mechanisms, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
| | - Haiyan Liu
- Immunology Programme, Life Sciences Institute; Immunology Translational Research Program and Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117456, Singapore
| | - Henning Urlaub
- Research Group of Bioanalytical Mass Spectrometry, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany
- Institute of Clinical Chemistry, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Juliane Liepe
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, 37077, Göttingen, Germany.
| | - Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology & Peter Gorer Department of Immunobiology, King's College London, SE1 1UL, London, UK.
- Research Group of Molecular Immunology, Francis Crick Institute, NW1 1AT, London, UK.
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2
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Admon A. The biogenesis of the immunopeptidome. Semin Immunol 2023; 67:101766. [PMID: 37141766 DOI: 10.1016/j.smim.2023.101766] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/26/2023] [Accepted: 04/26/2023] [Indexed: 05/06/2023]
Abstract
The immunopeptidome is the repertoire of peptides bound and presented by the MHC class I, class II, and non-classical molecules. The peptides are produced by the degradation of most cellular proteins, and in some cases, peptides are produced from extracellular proteins taken up by the cells. This review attempts to first describe some of its known and well-accepted concepts, and next, raise some questions about a few of the established dogmas in this field: The production of novel peptides by splicing is questioned, suggesting here that spliced peptides are extremely rare, if existent at all. The degree of the contribution to the immunopeptidome by degradation of cellular protein by the proteasome is doubted, therefore this review attempts to explain why it is likely that this contribution to the immunopeptidome is possibly overstated. The contribution of defective ribosome products (DRiPs) and non-canonical peptides to the immunopeptidome is noted and methods are suggested to quantify them. In addition, the common misconception that the MHC class II peptidome is mostly derived from extracellular proteins is noted, and corrected. It is stressed that the confirmation of sequence assignments of non-canonical and spliced peptides should rely on targeted mass spectrometry using spiking-in of heavy isotope-labeled peptides. Finally, the new methodologies and modern instrumentation currently available for high throughput kinetics and quantitative immunopeptidomics are described. These advanced methods open up new possibilities for utilizing the big data generated and taking a fresh look at the established dogmas and reevaluating them critically.
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Affiliation(s)
- Arie Admon
- Faculty of Biology, Technion-Israel Institute of Technology, Israel.
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3
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Frank ML, Lu K, Erdogan C, Han Y, Hu J, Wang T, Heymach JV, Zhang J, Reuben A. T-Cell Receptor Repertoire Sequencing in the Era of Cancer Immunotherapy. Clin Cancer Res 2023; 29:994-1008. [PMID: 36413126 PMCID: PMC10011887 DOI: 10.1158/1078-0432.ccr-22-2469] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/07/2022] [Accepted: 11/14/2022] [Indexed: 11/23/2022]
Abstract
T cells are integral components of the adaptive immune system, and their responses are mediated by unique T-cell receptors (TCR) that recognize specific antigens from a variety of biological contexts. As a result, analyzing the T-cell repertoire offers a better understanding of immune responses and of diseases like cancer. Next-generation sequencing technologies have greatly enabled the high-throughput analysis of the TCR repertoire. On the basis of our extensive experience in the field from the past decade, we provide an overview of TCR sequencing, from the initial library preparation steps to sequencing and analysis methods and finally to functional validation techniques. With regards to data analysis, we detail important TCR repertoire metrics and present several computational tools for predicting antigen specificity. Finally, we highlight important applications of TCR sequencing and repertoire analysis to understanding tumor biology and developing cancer immunotherapies.
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Affiliation(s)
- Meredith L Frank
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
| | - Kaylene Lu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas.,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Can Erdogan
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Rice University, Houston, Texas
| | - Yi Han
- Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Jian Hu
- The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas.,Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tao Wang
- Quantitative Biomedical Research Center, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas.,Center for the Genetics of Host Defense, University of Texas Southwestern Medical Center, Dallas, Texas
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas.,Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas MD Anderson Cancer Center UT Health Houston Graduate School of Biomedical Sciences, Houston, Texas
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4
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Roetschke HP, Rodriguez-Hernandez G, Cormican JA, Yang X, Lynham S, Mishto M, Liepe J. InvitroSPI and a large database of proteasome-generated spliced and non-spliced peptides. Sci Data 2023; 10:18. [PMID: 36627305 PMCID: PMC9832164 DOI: 10.1038/s41597-022-01890-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 12/01/2022] [Indexed: 01/12/2023] Open
Abstract
Noncanonical epitopes presented by Human Leucocyte Antigen class I (HLA-I) complexes to CD8+ T cells attracted the spotlight in the research of novel immunotherapies against cancer, infection and autoimmunity. Proteasomes, which are the main producers of HLA-I-bound antigenic peptides, can catalyze both peptide hydrolysis and peptide splicing. The prediction of proteasome-generated spliced peptides is an objective that still requires a reliable (and large) database of non-spliced and spliced peptides produced by these proteases. Here, we present an extended database of proteasome-generated spliced and non-spliced peptides, which was obtained by analyzing in vitro digestions of 80 unique synthetic polypeptide substrates, measured by different mass spectrometers. Peptides were identified through invitroSPI method, which was validated through in silico and in vitro strategies. The peptide product database contains 16,631 unique peptide products (5,493 non-spliced, 6,453 cis-spliced and 4,685 trans-spliced peptide products), and a substrate sequence variety that is a valuable source for predictors of proteasome-catalyzed peptide hydrolysis and splicing. Potential artefacts and skewed results due to different identification and analysis strategies are discussed.
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Affiliation(s)
- Hanna P Roetschke
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), 37077, Göttingen, Germany
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London (KCL), SE1 1UL, London, UK
| | - Guillermo Rodriguez-Hernandez
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London (KCL), SE1 1UL, London, UK
- Francis Crick Institute, NW1 1AT, London, UK
| | - John A Cormican
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), 37077, Göttingen, Germany
| | - Xiaoping Yang
- Proteomics Core Facility, James Black Centre, King's College London (KCL), SE5 9NU, London, UK
| | - Steven Lynham
- Proteomics Core Facility, James Black Centre, King's College London (KCL), SE5 9NU, London, UK
| | - Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London (KCL), SE1 1UL, London, UK.
- Francis Crick Institute, NW1 1AT, London, UK.
| | - Juliane Liepe
- Max-Planck-Institute for Multidisciplinary Sciences (MPI-NAT), 37077, Göttingen, Germany.
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5
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Sources of Cancer Neoantigens beyond Single-Nucleotide Variants. Int J Mol Sci 2022; 23:ijms231710131. [PMID: 36077528 PMCID: PMC9455963 DOI: 10.3390/ijms231710131] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022] Open
Abstract
The success of checkpoint blockade therapy against cancer has unequivocally shown that cancer cells can be effectively recognized by the immune system and eliminated. However, the identity of the cancer antigens that elicit protective immunity remains to be fully explored. Over the last decade, most of the focus has been on somatic mutations derived from non-synonymous single-nucleotide variants (SNVs) and small insertion/deletion mutations (indels) that accumulate during cancer progression. Mutated peptides can be presented on MHC molecules and give rise to novel antigens or neoantigens, which have been shown to induce potent anti-tumor immune responses. A limitation with SNV-neoantigens is that they are patient-specific and their accurate prediction is critical for the development of effective immunotherapies. In addition, cancer types with low mutation burden may not display sufficient high-quality [SNV/small indels] neoantigens to alone stimulate effective T cell responses. Accumulating evidence suggests the existence of alternative sources of cancer neoantigens, such as gene fusions, alternative splicing variants, post-translational modifications, and transposable elements, which may be attractive novel targets for immunotherapy. In this review, we describe the recent technological advances in the identification of these novel sources of neoantigens, the experimental evidence for their presentation on MHC molecules and their immunogenicity, as well as the current clinical development stage of immunotherapy targeting these neoantigens.
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6
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Gutman I, Gutman R, Sidney J, Chihab L, Mishto M, Liepe J, Chiem A, Greenbaum J, Yan Z, Sette A, Koşaloğlu-Yalçın Z, Peters B. Predicting the Success of Fmoc-Based Peptide Synthesis. ACS OMEGA 2022; 7:23771-23781. [PMID: 35847273 PMCID: PMC9280948 DOI: 10.1021/acsomega.2c02425] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Synthetic peptides are commonly used in biomedical science for many applications in basic and translational research. While peptide synthesis is generally easy and reliable, the chemical nature of some amino acids as well as the many steps and chemical compounds involved can render the synthesis of some peptide sequences difficult. Identification of these problematic sequences and mitigation of issues they may present can be important for the reliable use of peptide reagents in several contexts. Here, we assembled a large dataset of peptides that were synthesized using standard Fmoc chemistry and whose identity was validated using mass spectrometry. We analyzed the mass spectra to identify errors in peptide syntheses and sought to develop a computational tool to predict the likelihood that any given peptide sequence would be synthesized accurately. Our model, named Peptide Synthesis Score (PepSySco), is able to predict the likelihood that a peptide will be successfully synthesized based on its amino acid sequence.
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Affiliation(s)
- Ilanit Gutman
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Ron Gutman
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - John Sidney
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Leila Chihab
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Michele Mishto
- Centre
for Inflammation Biology and Cancer Immunology (CIBCI) & Peter
Gorer Department of Immunobiology, King’s
College London, London SE1 1UL, U.K.
- Francis
Crick Institute, London NW1 1AT, U.K.
| | - Juliane Liepe
- Max-Planck-Institute
for Multidisciplinary Sciences, Göttingen 37077, Germany
| | - Anthony Chiem
- TC
Peptide Lab, San Diego, California 92121-4708, United States
| | - Jason Greenbaum
- Bioinformatics
Core Facility, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Zhen Yan
- Bioinformatics
Core Facility, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Alessandro Sette
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
- Department
of Medicine, University of California San
Diego, La Jolla, California 92037-1387, United States
| | - Zeynep Koşaloğlu-Yalçın
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
| | - Bjoern Peters
- Center
for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, California 92037-1387, United States
- Department
of Medicine, University of California San
Diego, La Jolla, California 92037-1387, United States
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7
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Kloetzel PM. Neo-Splicetopes in Tumor Therapy: A Lost Case? Front Immunol 2022; 13:849863. [PMID: 35265089 PMCID: PMC8898901 DOI: 10.3389/fimmu.2022.849863] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 02/03/2022] [Indexed: 11/13/2022] Open
Abstract
Proteasome generates spliced peptides by ligating two distant cleavage products in a reverse proteolysis reaction. The observation that CD8+ T cells recognizing a spliced peptide induced T cell rejection in a melanoma patient following adoptive T cell transfer (ATT), raised some hopes with regard to the general therapeutic and immune relevance of spliced peptides. Concomitantly, the identification of spliced peptides was also the start of a controversy with respect to their frequency, abundancy and their therapeutic applicability. Here I review some of the recent evidence favoring or disfavoring an immune relevance of splicetopes and discuss from a theoretical point of view the potential usefulness of tumor specific splicetopes and why against all odds it still may seem worth trying to identify such tumor and patient-specific neosplicetopes for application in ATT.
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Affiliation(s)
- Peter M Kloetzel
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Biochemistry, Berlin, Germany
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8
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Mishto M, Horokhovskyi Y, Cormican JA, Yang X, Lynham S, Urlaub H, Liepe J. Database search engines and target database features impinge upon the identification of post-translationally cis-spliced peptides in HLA class I immunopeptidomes. Proteomics 2022; 22:e2100226. [PMID: 35184383 PMCID: PMC9286349 DOI: 10.1002/pmic.202100226] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 01/19/2022] [Accepted: 02/10/2022] [Indexed: 11/08/2022]
Abstract
Unconventional epitopes presented by HLA class I complexes are emerging targets for T cell targeted immunotherapies. Their identification by mass spectrometry (MS) required development of novel methods to cope with the large number of theoretical candidates. Methods to identify post-translationally spliced peptides led to a broad range of outcomes. We here investigated the impact of three common database search engines - that is, Mascot, Mascot+Percolator, and PEAKS DB - as final identification step, as well as the features of target database on the ability to correctly identify non-spliced and cis-spliced peptides. We used ground truth datasets measured by MS to benchmark methods' performance and extended the analysis to HLA class I immunopeptidomes. PEAKS DB showed better precision and recall of cis-spliced peptides and larger number of identified peptides in HLA class I immunopeptidomes than the other search engine strategies. The better performance of PEAKS DB appears to result from better discrimination between target and decoy hits and hence a more robust FDR estimation, and seems independent to peptide and spectrum features here investigated.
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Affiliation(s)
- Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of ImmunobiologyKing's College LondonLondonUK
- Francis Crick InstituteLondonUK
| | | | - John A. Cormican
- Max‐Planck‐Institute for Multidisciplinary SciencesGöttingenGermany
| | - Xiaoping Yang
- Proteomics Core Facility, James Black CentreKing's CollegeLondonUK
| | - Steven Lynham
- Proteomics Core Facility, James Black CentreKing's CollegeLondonUK
| | - Henning Urlaub
- Max‐Planck‐Institute for Multidisciplinary SciencesGöttingenGermany
- Institute of Clinical ChemistryUniversity Medical Center GöttingenGöttingenGermany
| | - Juliane Liepe
- Max‐Planck‐Institute for Multidisciplinary SciencesGöttingenGermany
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9
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Lichti CF, Vigneron N, Clauser KR, Van den Eynde BJ, Bassani-Sternberg M. Navigating Critical Challenges Associated with Immunopeptidomics-Based Detection of Proteasomal Spliced Peptide Candidates. Cancer Immunol Res 2022; 10:275-284. [PMID: 35105607 DOI: 10.1158/2326-6066.cir-21-0727] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/26/2021] [Accepted: 01/14/2022] [Indexed: 11/16/2022]
Abstract
Within the tumor immunology community, the topic of proteasomal spliced peptides (PSP) has generated a great deal of controversy. In the earliest reports, careful biological validation led to the conclusion that proteasome-catalyzed peptide splicing was a rare event. To date, six PSPs have been validated biologically. However, the advent of algorithms to identify candidate PSPs in mass spectrometry data challenged this notion, with several studies concluding that the frequency of spliced peptides binding to MHC class I was quite high. Since this time, much debate has centered around the methodologies used in these studies. Several reanalyses of data from these studies have led to questions about the validity of the conclusions. Furthermore, the biological and technical validation that should be necessary for verifying PSP assignments was often lacking. It has been suggested therefore that the research community should unite around a common set of standards for validating candidate PSPs. In this review, we propose and highlight the necessary steps for validation of proteasomal splicing at both the mass spectrometry and biological levels. We hope that these guidelines will serve as a foundation for critical assessment of results from proteasomal splicing studies.
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Affiliation(s)
- Cheryl F Lichti
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri. .,Bursky Center for Human Immunology and Immunotherapy, Washington University School of Medicine, St. Louis, Missouri
| | - Nathalie Vigneron
- Ludwig Institute for Cancer Research, Brussels, Belgium.,de Duve Institute, Université Catholique de Louvain, Brussels, Belgium
| | - Karl R Clauser
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Benoit J Van den Eynde
- Ludwig Institute for Cancer Research, Brussels, Belgium.,de Duve Institute, Université Catholique de Louvain, Brussels, Belgium.,Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Michal Bassani-Sternberg
- Ludwig Institute for Cancer Research, Lausanne Branch-University of Lausanne (UNIL), Lausanne, Switzerland. .,Department of Oncology-Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
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10
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Saab F, Hamelin DJ, Ma Q, Kovalchik KA, Sirois I, Faridi P, Li C, Purcell AW, Kubiniok P, Caron E. RHybridFinder: An R package to process immunopeptidomic data for putative hybrid peptide discovery. STAR Protoc 2021; 2:100875. [PMID: 34746858 PMCID: PMC8551247 DOI: 10.1016/j.xpro.2021.100875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Identification of proteasomal spliced peptides (PSPs) by mass spectrometry (MS) is not possible with traditional search engines. Here, we provide a protocol for running RHybridFinder (RHF), an R package for the computational inference of putative PSPs detected by MS. RHF extracts high confidence scored de novo sequenced peptides identified by PEAKS software. Those peptides are then matched to protein databases to infer cis- or trans-spliced major histocompatibility complex (MHC)-associated peptides. RHF is relatively fast and straightforward. PSPs have to be validated experimentally. For complete details on the use and execution of the original protocol, please refer to Faridi et al. (2018).
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Affiliation(s)
- Frederic Saab
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada
| | - David J Hamelin
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada
| | - Qing Ma
- School of Electrical Engineering and Computer Science, Faculty of Engineering, University of Ottawa, Ottawa, ON K1N 6N5, Canada
| | | | - Isabelle Sirois
- CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada
| | - Pouya Faridi
- Infection and Immunity Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Chen Li
- Infection and Immunity Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Anthony W Purcell
- Infection and Immunity Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC 3800, Australia
| | - Peter Kubiniok
- 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, Montreal, QC H3T 1J4, Canada
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11
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Mishto M. Commentary: Are There Indeed Spliced Peptides in the Immunopeptidome? Mol Cell Proteomics 2021; 20:100158. [PMID: 34607014 PMCID: PMC8724881 DOI: 10.1016/j.mcpro.2021.100158] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/22/2021] [Accepted: 09/27/2021] [Indexed: 11/27/2022] Open
Abstract
Proteasome-generated spliced epitopes presented by HLA class I complexes are emerging targets for T cell targeted immunotherapies. Their identification by mass spectrometry triggered heated debates, which find a representative opinion in one of the two fronts in the recent perspective article by Arie Admon. Briefly, he suggests that proteasomes cannot efficiently catalyze such a reaction, and, thus, that all spliced peptides identified in HLA class I immunopeptidomes and other specimens are artifacts. This hypothesis is in contrast with in vitro, in cellula, and in vivo results published since the discovery of proteasome-catalyzed peptide splicing in 2004.
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Affiliation(s)
- Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London, London, United Kingdom; Francis Crick Institute, London, United Kingdom.
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12
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Mishto M, Rodriguez-Hernandez G, Neefjes J, Urlaub H, Liepe J. Response: Commentary: An In Silico-In Vitro Pipeline Identifying an HLA-A*02:01+ KRAS G12V+ Spliced Epitope Candidate for a Broad Tumor-Immune Response in Cancer Patients. Front Immunol 2021; 12:679836. [PMID: 34326838 PMCID: PMC8315000 DOI: 10.3389/fimmu.2021.679836] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 06/17/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King’s College London, London, United Kingdom
- Francis Crick Institute, London, United Kingdom
| | - Guillermo Rodriguez-Hernandez
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King’s College London, London, United Kingdom
- Francis Crick Institute, London, United Kingdom
| | - Jacques Neefjes
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center (LUMC), Leiden, Netherlands
| | - Henning Urlaub
- Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
- Bioanalytics, Institute of Clinical Chemistry, University Medical Center, Göttingen, Germany
| | - Juliane Liepe
- Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
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13
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Admon A. Are There Indeed Spliced Peptides in the Immunopeptidome? Mol Cell Proteomics 2021; 20:100099. [PMID: 34022431 PMCID: PMC8724635 DOI: 10.1016/j.mcpro.2021.100099] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 04/13/2021] [Accepted: 05/07/2021] [Indexed: 12/13/2022] Open
Abstract
The claims that a large fraction of the immunopeptidome is composed of spliced major histocompatibility complex (MHC) peptides have stirred significant excitement and raised controversy. Here, I suggest that there are likely no spliced peptides in the immunopeptidome, and if they exist at all, they are extremely rare. I base this claim on both biochemical and bioinformatics considerations. First, as a reactant in normal proteolytic reactions, water will compete with transpeptidation, which has been suggested as the mechanism of peptide splicing. The high mobility and abundance of water in aqueous solutions renders transpeptidation very inefficient and therefore unlikely to occur. Second, new studies have refuted the bioinformatics assignments to spliced peptides of most of the immunopeptidome MS data, suggesting that the correct assignments are likely other canonical, noncanonical, and post-translationally modified peptides. Therefore, I call for rigorous experimental methodology using heavy stable isotope peptides spiking into the immunoaffinity-purified mixtures of natural MHC peptides and analysis by the highly reliable targeted MS, to claim that MHC peptides are indeed spliced. Peptide splicing was suggested to contribute to the immunopeptidome. I suggest that this idea should be reconsidered based on new evidences. Both biochemical and bioinformatics considerations argue against peptide splicing.
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Affiliation(s)
- Arie Admon
- Faculty of Biology, Technion-Israel Institute of Technology, Haifa, Israel.
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14
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Faridi P, Dorvash M, Purcell AW. Spliced HLA-bound peptides: a Black Swan event in immunology. Clin Exp Immunol 2021; 204:179-188. [PMID: 33644851 PMCID: PMC8062993 DOI: 10.1111/cei.13589] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/19/2021] [Accepted: 02/22/2021] [Indexed: 12/13/2022] Open
Abstract
Peptides that bind to and are presented on the cell surface by human leucocyte antigen (HLA) molecules play a critical role in adaptive immunity. For a long time it was believed that all the HLA-bound peptides were generated through simple proteolysis of linear sequences of cellular proteins, and therefore are templated in the genome and proteome. However, evidence for untemplated peptide ligands of HLA molecules has accumulated during the last two decades, with a recent global analysis of HLA-bound peptides suggesting that a considerable proportion of HLA-bound peptides are potentially generated through splicing/fusion of discontinuous peptide segments from one or two distinct proteins. In this review, we will evaluate recent discoveries and debates on the contribution of spliced peptides to the HLA class I immunopeptidome, consider biochemical rules for splicing and the potential role of these spliced peptides in immune recognition.
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Affiliation(s)
- P. Faridi
- Biomedicine Discovery Institute and Department of Biochemistry and Molecular BiologyMonash UniversityViewbankVICAustralia
| | - M. Dorvash
- Biomedicine Discovery Institute and Department of Biochemistry and Molecular BiologyMonash UniversityViewbankVICAustralia
| | - A. W. Purcell
- Biomedicine Discovery Institute and Department of Biochemistry and Molecular BiologyMonash UniversityViewbankVICAustralia
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15
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Willimsky G, Beier C, Immisch L, Papafotiou G, Scheuplein V, Goede A, Holzhütter HG, Blankenstein T, Kloetzel PM. In vitro proteasome processing of neo-splicetopes does not predict their presentation in vivo. eLife 2021; 10:e62019. [PMID: 33875134 PMCID: PMC8154032 DOI: 10.7554/elife.62019] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 04/15/2021] [Indexed: 12/25/2022] Open
Abstract
Proteasome-catalyzed peptide splicing (PCPS) of cancer-driving antigens could generate attractive neoepitopes to be targeted by T cell receptor (TCR)-based adoptive T cell therapy. Based on a spliced peptide prediction algorithm, TCRs were generated against putative KRASG12V- and RAC2P29L-derived neo-splicetopes with high HLA-A*02:01 binding affinity. TCRs generated in mice with a diverse human TCR repertoire specifically recognized the respective target peptides with high efficacy. However, we failed to detect any neo-splicetope-specific T cell response when testing the in vivo neo-splicetope generation and obtained no experimental evidence that the putative KRASG12V- and RAC2P29L-derived neo-splicetopes were naturally processed and presented. Furthermore, only the putative RAC2P29L-derived neo-splicetopes was generated by in vitro PCPS. The experiments pose severe questions on the notion that available algorithms or the in vitro PCPS reaction reliably simulate in vivo splicing and argue against the general applicability of an algorithm-driven 'reverse immunology' pipeline for the identification of cancer-specific neo-splicetopes.
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MESH Headings
- Animals
- Antigen Presentation
- Antigens, Neoplasm/genetics
- Antigens, Neoplasm/immunology
- Antigens, Neoplasm/metabolism
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Epitopes
- HEK293 Cells
- HLA-A2 Antigen/immunology
- HLA-A2 Antigen/metabolism
- Humans
- K562 Cells
- Mice
- Mice, Transgenic
- Mutation
- Neoplasms/genetics
- Neoplasms/immunology
- Neoplasms/metabolism
- Proof of Concept Study
- Proteasome Endopeptidase Complex/metabolism
- Protein Processing, Post-Translational
- Proto-Oncogene Proteins p21(ras)/genetics
- Proto-Oncogene Proteins p21(ras)/immunology
- Proto-Oncogene Proteins p21(ras)/metabolism
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
- rac GTP-Binding Proteins/genetics
- rac GTP-Binding Proteins/immunology
- rac GTP-Binding Proteins/metabolism
- RAC2 GTP-Binding Protein
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Affiliation(s)
- Gerald Willimsky
- Institute of Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Research Center, Heidelberg, Germany
- German Cancer Consortium, partner site Berlin, Berlin, Germany
| | - Christin Beier
- Institute of Biochemistry, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Lena Immisch
- Institute of Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Research Center, Heidelberg, Germany
- German Cancer Consortium, partner site Berlin, Berlin, Germany
- Humboldt-Universität zu Berlin, Berlin, Germany
| | - George Papafotiou
- Institute of Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Research Center, Heidelberg, Germany
- German Cancer Consortium, partner site Berlin, Berlin, Germany
| | - Vivian Scheuplein
- Max Delbrück Center for Molecular Medicine in Helmholtz Association, Berlin, Germany
| | - Andrean Goede
- Institute of Physiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hermann-Georg Holzhütter
- Institute of Biochemistry, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Thomas Blankenstein
- Institute of Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in Helmholtz Association, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
| | - Peter M Kloetzel
- Institute of Biochemistry, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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16
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Uranga J, Hasecke L, Proppe J, Fingerhut J, Mata RA. Theoretical Studies of the Acid-Base Equilibria in a Model Active Site of the Human 20S Proteasome. J Chem Inf Model 2021; 61:1942-1953. [PMID: 33719420 DOI: 10.1021/acs.jcim.0c01459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The 20S proteasome is a macromolecule responsible for the chemical step in the ubiquitin-proteasome system of degrading unnecessary and unused proteins of the cell. It plays a central role both in the rapid growth of cancer cells and in viral infection cycles. Herein, we present a computational study of the acid-base equilibria in an active site of the human proteasome (caspase-like), an aspect which is often neglected despite the crucial role protons play in the catalysis. As example substrates, we take the inhibition by epoxy- and boronic acid-containing warheads. We have combined cluster quantum mechanical calculations, replica exchange molecular dynamics, and Bayesian optimization of nonbonded potential terms in the inhibitors. In relation to the latter, we propose an easily scalable approach for the reevaluation of nonbonded potentials making use of the hybrid quantum mechanics molecular mechanics dynamics information. Our results show that coupled acid-base equilibria need to be considered when modeling the inhibition mechanism. The coupling between a neighboring lysine and the reacting threonine is not affected by the presence of the studied inhibitors.
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Affiliation(s)
- Jon Uranga
- Institute of Physical Chemistry, University of Göttingen, Tammannstrasse 6, 37077 Göttingen, Germany
| | - Lukas Hasecke
- Institute of Physical Chemistry, University of Göttingen, Tammannstrasse 6, 37077 Göttingen, Germany
| | - Jonny Proppe
- Institute of Physical Chemistry, University of Göttingen, Tammannstrasse 6, 37077 Göttingen, Germany
| | - Jan Fingerhut
- Institute of Physical Chemistry, University of Göttingen, Tammannstrasse 6, 37077 Göttingen, Germany
| | - Ricardo A Mata
- Institute of Physical Chemistry, University of Göttingen, Tammannstrasse 6, 37077 Göttingen, Germany
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17
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Specht G, Roetschke HP, Mansurkhodzhaev A, Henklein P, Textoris-Taube K, Urlaub H, Mishto M, Liepe J. Large database for the analysis and prediction of spliced and non-spliced peptide generation by proteasomes. Sci Data 2020; 7:146. [PMID: 32415162 PMCID: PMC7228940 DOI: 10.1038/s41597-020-0487-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 04/16/2020] [Indexed: 11/10/2022] Open
Abstract
Proteasomes are the main producers of antigenic peptides presented to CD8+ T cells. They can cut proteins and release their fragments or recombine non-contiguous fragments thereby generating novel sequences, i.e. spliced peptides. Understanding which are the driving forces and the sequence preferences of both reactions can streamline target discovery in immunotherapies against cancer, infection and autoimmunity. Here, we present a large database of spliced and non-spliced peptides generated by proteasomes in vitro, which is available as simple CSV file and as a MySQL database. To generate the database, we performed in vitro digestions of 55 unique synthetic polypeptide substrates with different proteasome isoforms and experimental conditions. We measured the samples using three mass spectrometers, filtered and validated putative peptides, identified 22,333 peptide product sequences (15,028 spliced and 7,305 non-spliced product sequences). Our database and datasets have been deposited to the Mendeley (doi:10.17632/nr7cs764rc.1) and PRIDE (PXD016782) repositories. We anticipate that this unique database can be a valuable source for predictors of proteasome-catalyzed peptide hydrolysis and splicing, with various future translational applications.
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Affiliation(s)
- Gerd Specht
- Max-Planck-Institute for Biophysical Chemistry, 37077, Göttingen, Germany
| | - Hanna P Roetschke
- Max-Planck-Institute for Biophysical Chemistry, 37077, Göttingen, Germany
| | | | - Petra Henklein
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Biochemistry, D-10117, Berlin, Germany
| | - Kathrin Textoris-Taube
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Shared Facility for Mass Spectrometry, D-10117, Berlin, Germany
| | - Henning Urlaub
- Max-Planck-Institute for Biophysical Chemistry, 37077, Göttingen, Germany
| | - Michele Mishto
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Biochemistry, D-10117, Berlin, Germany.
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London, SE1 1UL, London, United Kingdom.
| | - Juliane Liepe
- Max-Planck-Institute for Biophysical Chemistry, 37077, Göttingen, Germany.
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18
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Abstract
Mass spectrometry (MS) is today one of the most important analytical techniques in biosciences. The development of electro spray ionization (ESI) as a gentle method, in which molecules are not destroyed, has revolutionized the analytic of peptides. MS is an ideal technique for detection and analysis of peptides generated by purified 20S proteasomes in in vitro experiments. This approach also provides a convenient and sensitive way to monitor the different processing characteristics of proteasome isoforms. The combination of high performance liquid chromatography (HPLC) with ESI-MS allows for the analysis of complex samples with separation in their specific constituents by LC and their subsequent detection by MS.
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19
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Textoris-Taube K, Cammann C, Henklein P, Topfstedt E, Ebstein F, Henze S, Liepe J, Zhao F, Schadendorf D, Dahlmann B, Uckert W, Paschen A, Mishto M, Seifert U. ER-aminopeptidase 1 determines the processing and presentation of an immunotherapy-relevant melanoma epitope. Eur J Immunol 2019; 50:270-283. [PMID: 31729751 DOI: 10.1002/eji.201948116] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 08/19/2019] [Accepted: 11/13/2019] [Indexed: 01/01/2023]
Abstract
Dissecting the different steps of the processing and presentation of tumor-associated antigens is a key aspect of immunotherapies enabling to tackle the immune response evasion attempts of cancer cells. The immunodominant glycoprotein gp100209-217 epitope, which is liberated from the melanoma differentiation antigen gp100PMEL17 , is part of immunotherapy trials. By analyzing different human melanoma cell lines, we here demonstrate that a pool of N-terminal extended peptides sharing the common minimal epitope is generated by melanoma proteasome subtypes. In vitro and in cellulo experiments indicate that ER-resident aminopeptidase 1 (ERAP1)-but not ERAP2-defines the processing of this peptide pool thereby modulating the T-cell recognition of melanoma cells. By combining the outcomes of our studies and others, we can sketch the complex processing and endogenous presentation pathway of the gp100209-217 -containing epitope/peptides, which are produced by proteasomes and are translocated to the vesicular compartment through different pathways, where the precursor peptides that reach the endoplasmic reticulum are further processed by ERAP1. The latter step enhances the activation of epitope-specific T lymphocytes, which might be a target to improve the efficiency of anti-melanoma immunotherapy.
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Affiliation(s)
- Kathrin Textoris-Taube
- Shared Facility for Mass Spectrometry, Berlin Institute of Health, Institut für Biochemie, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Clemens Cammann
- Friedrich Loeffler Institut für Medizinische Mikrobiologie-Virologie, Universitätsmedizin Greifswald, Greifswald, Germany
| | - Petra Henklein
- Berlin Institute of Health, Institut für Biochemie, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Eylin Topfstedt
- Friedrich Loeffler Institut für Medizinische Mikrobiologie-Virologie, Universitätsmedizin Greifswald, Greifswald, Germany
| | - Frédéric Ebstein
- Berlin Institute of Health, Institut für Biochemie, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sarah Henze
- Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Juliane Liepe
- Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Fang Zhao
- Klinik für Dermatologie, Universitätsklinikum Essen, Essen and German Cancer Consortium (DKTK), Universität Duisburg-Essen, Essen, Germany
| | - Dirk Schadendorf
- Klinik für Dermatologie, Universitätsklinikum Essen, Essen and German Cancer Consortium (DKTK), Universität Duisburg-Essen, Essen, Germany
| | - Burkhardt Dahlmann
- Berlin Institute of Health, Institut für Biochemie, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Wolfgang Uckert
- Max-Delbrück-Centrum für Molekulare Medizin in der Helmholtz Gemeinschaft, Berlin, Germany
| | - Annette Paschen
- Klinik für Dermatologie, Universitätsklinikum Essen, Essen and German Cancer Consortium (DKTK), Universität Duisburg-Essen, Essen, Germany
| | - Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London, London, United Kingdom.,Centro Interdipartimentale di Ricerca sul Cancro "Giorgio Prodi", University of Bologna, Bologna, Italy
| | - Ulrike Seifert
- Friedrich Loeffler Institut für Medizinische Mikrobiologie-Virologie, Universitätsmedizin Greifswald, Greifswald, Germany
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20
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Mishto M, Mansurkhodzhaev A, Ying G, Bitra A, Cordfunke RA, Henze S, Paul D, Sidney J, Urlaub H, Neefjes J, Sette A, Zajonc DM, Liepe J. An in silico-in vitro Pipeline Identifying an HLA-A *02:01 + KRAS G12V + Spliced Epitope Candidate for a Broad Tumor-Immune Response in Cancer Patients. Front Immunol 2019; 10:2572. [PMID: 31803176 PMCID: PMC6872521 DOI: 10.3389/fimmu.2019.02572] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 10/16/2019] [Indexed: 12/22/2022] Open
Abstract
Targeting CD8+ T cells to recurrent tumor-specific mutations can profoundly contribute to cancer treatment. Some of these mutations are potential tumor antigens although they can be displayed by non-spliced epitopes only in a few patients, because of the low affinity of the mutated non-spliced peptides for the predominant HLA class I alleles. Here, we describe a pipeline that uses the large sequence variety of proteasome-generated spliced peptides and identifies spliced epitope candidates, which carry the mutations and bind the predominant HLA-I alleles with high affinity. They could be used in adoptive T cell therapy and other anti-cancer immunotherapies for large cohorts of cancer patients. As a proof of principle, the application of this pipeline led to the identification of a KRAS G12V mutation-carrying spliced epitope candidate, which is produced by proteasomes, transported by TAPs and efficiently presented by the most prevalent HLA class I molecules, HLA-A*02:01 complexes.
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Affiliation(s)
- Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London, London, United Kingdom.,Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Institut für Biochemie, Berlin, Germany
| | - Artem Mansurkhodzhaev
- Quantitative and Systems Biology, Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
| | - Ge Ying
- Division of Immune Regulation, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Aruna Bitra
- Division of Immune Regulation, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Robert A Cordfunke
- Department of Immunohematology and Bloodbank, Leiden University Medical Center LUMC, Leiden, Netherlands
| | - Sarah Henze
- Quantitative and Systems Biology, Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
| | - Debdas Paul
- Quantitative and Systems Biology, Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
| | - John Sidney
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max-Planck-Institute for Biophysical Chemistry, Goettingen, Germany.,Institut for Clinical Chemistry, University Medical Center Goettingen Bioanalytics, Goettingen, Germany
| | - Jacques Neefjes
- Department of Cell and Chemical Biology, Oncode Institute, Leiden University Medical Center LUMC, Leiden, Netherlands
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA, United States.,Department of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Dirk M Zajonc
- Division of Immune Regulation, La Jolla Institute for Immunology, La Jolla, CA, United States.,Department of Internal Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Juliane Liepe
- Quantitative and Systems Biology, Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany.,Department of Life Sciences, Centre for Integrative Systems Biology and Bioinformatics, Imperial College London, London, United Kingdom
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21
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Boucau J, Le Gall S. Antigen processing and presentation in HIV infection. Mol Immunol 2019; 113:67-74. [PMID: 29636181 PMCID: PMC6174111 DOI: 10.1016/j.molimm.2018.03.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 01/09/2018] [Accepted: 03/29/2018] [Indexed: 12/11/2022]
Abstract
The presentation of virus-derived peptides by MHC molecules constitutes the earliest signals for immune recognition by T cells. In HIV infection, immune responses elicited during infection do not enable to clear infection and correlates of immune protection are not well defined. Here we review features of antigen processing and presentation specific to HIV, analyze how HIV has adapted to the antigen processing machinery and discuss how advances in biochemical and computational protein degradation analyses and in immunopeptidome definition may help identify targets for efficient immune clearance and vaccine immunogen design.
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Affiliation(s)
- Julie Boucau
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States
| | - Sylvie Le Gall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States.
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22
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Vigneron N, Stroobant V, Ferrari V, Abi Habib J, Van den Eynde BJ. Production of spliced peptides by the proteasome. Mol Immunol 2019; 113:93-102. [DOI: 10.1016/j.molimm.2018.03.030] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 03/09/2018] [Accepted: 03/29/2018] [Indexed: 01/28/2023]
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23
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Kuckelkorn U, Stübler S, Textoris-Taube K, Kilian C, Niewienda A, Henklein P, Janek K, Stumpf MPH, Mishto M, Liepe J. Proteolytic dynamics of human 20S thymoproteasome. J Biol Chem 2019; 294:7740-7754. [PMID: 30914481 DOI: 10.1074/jbc.ra118.007347] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 02/26/2019] [Indexed: 01/22/2023] Open
Abstract
An efficient immunosurveillance of CD8+ T cells in the periphery depends on positive/negative selection of thymocytes and thus on the dynamics of antigen degradation and epitope production by thymoproteasome and immunoproteasome in the thymus. Although studies in mouse systems have shown how thymoproteasome activity differs from that of immunoproteasome and strongly impacts the T cell repertoire, the proteolytic dynamics and the regulation of human thymoproteasome are unknown. By combining biochemical and computational modeling approaches, we show here that human 20S thymoproteasome and immunoproteasome differ not only in the proteolytic activity of the catalytic sites but also in the peptide transport. These differences impinge upon the quantity of peptide products rather than where the substrates are cleaved. The comparison of the two human 20S proteasome isoforms depicts different processing of antigens that are associated to tumors and autoimmune diseases.
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Affiliation(s)
- Ulrike Kuckelkorn
- From the Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Institut für Biochemie, Germany, 10117 Berlin, Germany
| | - Sabine Stübler
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, United Kingdom.,Mathematical Modelling and Systems Biology, Institute of Mathematics, University of Potsdam, 14469 Potsdam, Germany
| | - Kathrin Textoris-Taube
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Biochemie, Germany, 10117 Berlin, Germany.,Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Shared Facility for Mass Spectrometry, 10117 Berlin, Germany
| | - Christiane Kilian
- From the Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Institut für Biochemie, Germany, 10117 Berlin, Germany
| | - Agathe Niewienda
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Biochemie, Germany, 10117 Berlin, Germany.,Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Shared Facility for Mass Spectrometry, 10117 Berlin, Germany
| | - Petra Henklein
- From the Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Institut für Biochemie, Germany, 10117 Berlin, Germany
| | - Katharina Janek
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Biochemie, Germany, 10117 Berlin, Germany.,Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Shared Facility for Mass Spectrometry, 10117 Berlin, Germany
| | - Michael P H Stumpf
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, United Kingdom.,Melbourne Integrative Genomics, Schools of BioSciences and of Maths & Stats, University of Melbourne, Parkville, 3010 Victoria, Australia
| | - Michele Mishto
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Biochemie, Germany, 10117 Berlin, Germany, .,Centre for Inflammation Biology and Cancer Immunology (CIBCI) and Peter Gorer Department of Immunobiology, School of Immunology and Microbial Science, King's College London, London SE1 1UL, United Kingdom
| | - Juliane Liepe
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, United Kingdom, .,Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany, and
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24
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Liepe J, Sidney J, Lorenz FKM, Sette A, Mishto M. Mapping the MHC Class I-Spliced Immunopeptidome of Cancer Cells. Cancer Immunol Res 2019; 7:62-76. [PMID: 30425108 DOI: 10.1158/2326-6066.cir-18-0424] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 09/12/2018] [Accepted: 11/08/2018] [Indexed: 11/16/2022]
Abstract
Anticancer immunotherapies demand optimal epitope targets, which could include proteasome-generated spliced peptides if tumor cells were to present them. Here, we show that spliced peptides are widely presented by MHC class I molecules of colon and breast carcinoma cell lines. The peptides derive from hot spots within antigens and enlarge the antigen coverage. Spliced peptides also represent a large number of antigens that would otherwise be neglected by patrolling T cells. These antigens tend to be long, hydrophobic, and basic. Thus, spliced peptides can be a key to identifying targets in an enlarged pool of antigens associated with cancer.
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Affiliation(s)
- Juliane Liepe
- Max Planck Institute for Biophysical Chemistry, Göttingen, Germany.
| | - John Sidney
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Felix K M Lorenz
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Michele Mishto
- Centre for Inflammation Biology and Cancer Immunology (CIBCI) and Peter Gorer Department of Immunobiology, King's College London, London, United Kingdom.
- Charité- Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Biochemie, Berlin, Germany
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25
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Rolfs Z, Solntsev SK, Shortreed MR, Frey BL, Smith LM. Global Identification of Post-Translationally Spliced Peptides with Neo-Fusion. J Proteome Res 2018; 18:349-358. [PMID: 30346791 DOI: 10.1021/acs.jproteome.8b00651] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Post-translationally spliced peptides have recently garnered significant interest as potential targets for cancer immunotherapy and as contributors to autoimmune diseases such as type 1 diabetes, yet feasible identification methods for spliced peptides have yet to be developed. Here we present Neo-Fusion, a search program for discovering spliced peptides in tandem mass spectrometry data. Neo-Fusion utilizes two separated ion database searches to identify the two halves of each spliced peptide, and then it infers the full spliced sequence. This strategy allows for the identification of spliced peptides without peptide length constraints, providing a broadly applicable tool suitable for identification of spliced peptides in a variety of systems, such as the HLA-I and HLA-II immunopeptidomes and in vitro digested protein samples obtained from organelles, cells, or tissues of interest. Using simulated spliced peptides to benchmark Neo-Fusion, 25% of all simulated spliced peptides were identified at a measured false-discovery rate of 5% for HLA-I. Neo-Fusion provides the research community with a powerful new tool to aid in the study of the prevalence and biological significance of post-translationally spliced peptides.
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Affiliation(s)
- Zach Rolfs
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Stefan K Solntsev
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Michael R Shortreed
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Brian L Frey
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
| | - Lloyd M Smith
- Department of Chemistry , University of Wisconsin-Madison , Madison , Wisconsin 53706 , United States
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26
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Thomaidou S, Zaldumbide A, Roep BO. Islet stress, degradation and autoimmunity. Diabetes Obes Metab 2018; 20 Suppl 2:88-94. [PMID: 30230178 PMCID: PMC6174957 DOI: 10.1111/dom.13387] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 05/18/2018] [Accepted: 05/30/2018] [Indexed: 12/15/2022]
Abstract
β-cell destruction in type 1 diabetes (T1D) results from the effect of inflammation and autoimmunity. In response to inflammatory signals, islet cells engage adaptive mechanisms to restore and maintain cellular homeostasis. Among these mechanisms, the unfolded protein response (UPR) leads to a reduction of the general protein translation rate, increased production of endoplasmic reticulum chaperones and the initiation of degradation by activation of the ER associated degradation pathway (ERAD) in which newly synthetized proteins are ubiquitinylated and processed through the proteasome. This adaptive phase is also believed to play a critical role in the development of autoimmunity by the generation of neoantigens. While we have previously investigated the effect of stress on transcription, translation and post-translational events as possible source for neoantigens, the participation of the degradation machinery, yet crucial in the generation of antigenic peptides, remains to be investigated in the context of T1D pathology. In this review, we will describe the relation between the unfolded protein response and the Ubiquitin Proteasome System (UPS) and address the role of the cellular degradation machinery in the generation of antigens. Learning from tumour immunology, we propose how these processes may unmask β-cells by triggering the generation of aberrant peptides recognized by the immune cells.
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Affiliation(s)
- Sofia Thomaidou
- Department of Cell and Chemical BiologyLeiden University Medical CenterLeidenThe Netherlands
| | - Arnaud Zaldumbide
- Department of Cell and Chemical BiologyLeiden University Medical CenterLeidenThe Netherlands
| | - Bart O. Roep
- Department of Immunohematology and Blood bank Leiden University Medical CenterLeiden University Medical CenterLeidenThe Netherlands
- Department of Diabetes ImmunologyDiabetes & Metabolism Research Institute at the Beckman Research InstituteDuarteCalifornia
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27
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Ramarathinam SH, Croft NP, Illing PT, Faridi P, Purcell AW. Employing proteomics in the study of antigen presentation: an update. Expert Rev Proteomics 2018; 15:637-645. [PMID: 30080115 DOI: 10.1080/14789450.2018.1509000] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Our immune system discriminates self from non-self by examining the peptide cargo of human leukocyte antigen (HLA) molecules displayed on the cell surface. Successful recognition of HLA-bound non-self peptides can induce T cell responses leading to, for example, the destruction of infected cells. Today, largely due to advances in technology, we have an unprecedented capability to identify the nature of these presented peptides and unravel the true complexity of antigen presentation. Areas covered: In addition to conventional linear peptides, HLA molecules also present post-translationally modified sequences comprising a wealth of chemical and structural modifications, including a novel class of noncontiguous spliced peptides. This review focuses on these emerging themes in antigen presentation and how mass spectrometry in particular has contributed to a new view of the antigenic landscape that is presented to the immune system. Expert Commentary: Advances in the sensitivity of mass spectrometers and use of hybrid fragmentation technologies will provide more information-rich spectra of HLA bound peptides leading to more definitive identification of T cell epitopes. Coupled with improvements in sample preparation and new informatics workflows, studies will access novel classes of peptide antigen and allow interrogation of rare and clinically relevant samples.
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Affiliation(s)
- Sri H Ramarathinam
- a Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Biomedicine Discovery Institute , Monash University , Clayton , VIC , Australia
| | - Nathan P Croft
- a Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Biomedicine Discovery Institute , Monash University , Clayton , VIC , Australia
| | - Patricia T Illing
- a Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Biomedicine Discovery Institute , Monash University , Clayton , VIC , Australia
| | - Pouya Faridi
- a Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Biomedicine Discovery Institute , Monash University , Clayton , VIC , Australia
| | - Anthony W Purcell
- a Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Biomedicine Discovery Institute , Monash University , Clayton , VIC , Australia
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28
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Vigneron N, Ferrari V, Stroobant V, Abi Habib J, Van den Eynde BJ. Peptide splicing by the proteasome. J Biol Chem 2017; 292:21170-21179. [PMID: 29109146 DOI: 10.1074/jbc.r117.807560] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The proteasome is the major protease responsible for the production of antigenic peptides recognized by CD8+ cytolytic T cells (CTL). These peptides, generally 8-10 amino acids long, are presented at the cell surface by major histocompatibility complex (MHC) class I molecules. Originally, these peptides were believed to be solely derived from linear fragments of proteins, but this concept was challenged several years ago by the isolation of anti-tumor CTL that recognized spliced peptides, i.e. peptides composed of fragments distant in the parental protein. The splicing process was shown to occur in the proteasome through a transpeptidation reaction involving an acyl-enzyme intermediate. Here, we review the steps that led to the discovery of spliced peptides as well as the recent advances that uncover the unexpected importance of spliced peptides in the composition of the MHC class I repertoire.
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Affiliation(s)
- Nathalie Vigneron
- From the Ludwig Institute for Cancer Research.,the de Duve Institute, Université catholique de Louvain, and
| | - Violette Ferrari
- From the Ludwig Institute for Cancer Research.,the de Duve Institute, Université catholique de Louvain, and
| | - Vincent Stroobant
- From the Ludwig Institute for Cancer Research.,the de Duve Institute, Université catholique de Louvain, and
| | - Joanna Abi Habib
- From the Ludwig Institute for Cancer Research.,the de Duve Institute, Université catholique de Louvain, and
| | - Benoit J Van den Eynde
- From the Ludwig Institute for Cancer Research, .,the de Duve Institute, Université catholique de Louvain, and.,WELBIO (Walloon Excellence in Life Sciences and Biotechnology), B-1200 Brussels, Belgium
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29
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Platteel ACM, Liepe J, van Eden W, Mishto M, Sijts AJAM. An Unexpected Major Role for Proteasome-Catalyzed Peptide Splicing in Generation of T Cell Epitopes: Is There Relevance for Vaccine Development? Front Immunol 2017; 8:1441. [PMID: 29163514 PMCID: PMC5675849 DOI: 10.3389/fimmu.2017.01441] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 10/17/2017] [Indexed: 02/06/2023] Open
Abstract
Efficient and safe induction of CD8+ T cell responses is a desired characteristic of vaccines against intracellular pathogens. To achieve this, a new generation of safe vaccines is being developed accommodating single, dominant antigens of pathogens of interest. In particular, the selection of such antigens is challenging, since due to HLA polymorphism the ligand specificities and immunodominance hierarchies of pathogen-specific CD8+ T cell responses differ throughout the human population. A recently discovered mechanism of proteasome-mediated CD8+ T cell epitope generation, i.e., by proteasome-catalyzed peptide splicing (PCPS), expands the pool of peptides and antigens, presented by MHC class I HLA molecules. On the cell surface, one-third of the presented self-peptides are generated by PCPS, which coincides with one-fourth in terms of abundance. Spliced epitopes are targeted by CD8+ T cell responses during infection and, like non-spliced epitopes, can be identified within antigen sequences using a novel in silico strategy. The existence of spliced epitopes, by enlarging the pool of peptides available for presentation by different HLA variants, opens new opportunities for immunotherapies and vaccine design.
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Affiliation(s)
- Anouk C M Platteel
- Faculty of Veterinary Medicine, Department of Infectious Diseases and Immunology, Utrecht University, Utrecht, Netherlands
| | - Juliane Liepe
- Max-Planck-Institute for Biophysical Chemistry, Göttingen, Germany
| | - Willem van Eden
- Faculty of Veterinary Medicine, Department of Infectious Diseases and Immunology, Utrecht University, Utrecht, Netherlands
| | - Michele Mishto
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berlin Institute of Health, Berlin, Germany.,Centre for Inflammation Biology and Cancer Immunology (CIBCI), Peter Gorer Department of Immunobiology, King's College London, London, United Kingdom
| | - Alice J A M Sijts
- Faculty of Veterinary Medicine, Department of Infectious Diseases and Immunology, Utrecht University, Utrecht, Netherlands
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30
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Post-Translational Peptide Splicing and T Cell Responses. Trends Immunol 2017; 38:904-915. [PMID: 28830734 DOI: 10.1016/j.it.2017.07.011] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 07/10/2017] [Accepted: 07/26/2017] [Indexed: 12/21/2022]
Abstract
CD8+ T cell specificity depends on the recognition of MHC class I-epitope complexes at the cell surface. These epitopes are mainly produced via degradation of proteins by the proteasome, generating fragments of the original sequence. However, it is now clear that proteasomes can produce a significant portion of epitopes by reshuffling the antigen sequence, thus expanding the potential antigenic repertoire. MHC class I-restricted spliced epitopes have been described in tumors and infections, suggesting an unpredicted relevance of these peculiar peptides. We review current knowledge about proteasome-catalyzed peptide splicing (PCPS), the emerging rules governing this process, and the potential implications for our understanding and therapeutic use of CD8+ T cells, as well as mechanisms generating other non-canonical antigenic epitopes targeted by the T cell response.
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31
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Platteel ACM, Liepe J, Textoris-Taube K, Keller C, Henklein P, Schalkwijk HH, Cardoso R, Kloetzel PM, Mishto M, Sijts AJAM. Multi-level Strategy for Identifying Proteasome-Catalyzed Spliced Epitopes Targeted by CD8 + T Cells during Bacterial Infection. Cell Rep 2017; 20:1242-1253. [PMID: 28768206 DOI: 10.1016/j.celrep.2017.07.026] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 06/26/2017] [Accepted: 07/12/2017] [Indexed: 11/22/2022] Open
Abstract
Proteasome-catalyzed peptide splicing (PCPS) generates peptides that are presented by MHC class I molecules, but because their identification is challenging, the immunological relevance of spliced peptides remains unclear. Here, we developed a reverse immunology-based multi-level approach to identify proteasome-generated spliced epitopes. Applying this strategy to a murine Listeria monocytogenes infection model, we identified two spliced epitopes within the secreted bacterial phospholipase PlcB that primed antigen-specific CD8+ T cells in L. monocytogenes-infected mice. While reacting to the spliced epitopes, these CD8+ T cells failed to recognize the non-spliced peptide parts in the context of their natural flanking sequences. Thus, we here show that PCPS expands the CD8+ T cell response against L. monocytogenes by exposing spliced epitopes on the cell surface. Moreover, our multi-level strategy opens up opportunities to systematically investigate proteins for spliced epitope candidates and thus strategies for immunotherapies or vaccine design.
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Affiliation(s)
- Anouk C M Platteel
- Division of Immunology, Faculty of Veterinary Medicine, Utrecht University, 3571 EK Utrecht, the Netherlands
| | - Juliane Liepe
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, SW7 2AZ London, UK; Max-Planck-Institute for Biophysical Chemistry, 37077 Göttingen, Germany
| | - Kathrin Textoris-Taube
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany; Berlin Institute of Health, 10117 Berlin, Germany; Shared Facility for Mass Spectrometry, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Christin Keller
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany; Berlin Institute of Health, 10117 Berlin, Germany
| | - Petra Henklein
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Hanna H Schalkwijk
- Division of Immunology, Faculty of Veterinary Medicine, Utrecht University, 3571 EK Utrecht, the Netherlands
| | - Rebeca Cardoso
- Division of Immunology, Faculty of Veterinary Medicine, Utrecht University, 3571 EK Utrecht, the Netherlands
| | - Peter M Kloetzel
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany; Berlin Institute of Health, 10117 Berlin, Germany
| | - Michele Mishto
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, 10117 Berlin, Germany; Berlin Institute of Health, 10117 Berlin, Germany; Centre for Inflammation Biology and Cancer Immunology (CIBCI) & Peter Gorer Department of Immunobiology, King's College London, SE1 1UL London, UK.
| | - Alice J A M Sijts
- Division of Immunology, Faculty of Veterinary Medicine, Utrecht University, 3571 EK Utrecht, the Netherlands.
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32
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Extracellular proteasome-osteopontin circuit regulates cell migration with implications in multiple sclerosis. Sci Rep 2017; 7:43718. [PMID: 28276434 PMCID: PMC5343429 DOI: 10.1038/srep43718] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/27/2017] [Indexed: 12/15/2022] Open
Abstract
Osteopontin is a pleiotropic cytokine that is involved in several diseases including multiple sclerosis. Secreted osteopontin is cleaved by few known proteases, modulating its pro-inflammatory activities. Here we show by in vitro experiments that secreted osteopontin can be processed by extracellular proteasomes, thereby producing fragments with novel chemotactic activity. Furthermore, osteopontin reduces the release of proteasomes in the extracellular space. The latter phenomenon seems to occur in vivo in multiple sclerosis, where it reflects the remission/relapse alternation. The extracellular proteasome-mediated inflammatory pathway may represent a general mechanism to control inflammation in inflammatory diseases.
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33
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Liepe J, Marino F, Sidney J, Jeko A, Bunting DE, Sette A, Kloetzel PM, Stumpf MPH, Heck AJR, Mishto M. A large fraction of HLA class I ligands are proteasome-generated spliced peptides. Science 2016; 354:354-358. [PMID: 27846572 DOI: 10.1126/science.aaf4384] [Citation(s) in RCA: 267] [Impact Index Per Article: 33.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Accepted: 09/19/2016] [Indexed: 12/23/2022]
Abstract
The proteasome generates the epitopes presented on human leukocyte antigen (HLA) class I molecules that elicit CD8+ T cell responses. Reports of proteasome-generated spliced epitopes exist, but they have been regarded as rare events. Here, however, we show that the proteasome-generated spliced peptide pool accounts for one-third of the entire HLA class I immunopeptidome in terms of diversity and one-fourth in terms of abundance. This pool also represents a unique set of antigens, possessing particular and distinguishing features. We validated this observation using a range of complementary experimental and bioinformatics approaches, as well as multiple cell types. The widespread appearance and abundance of proteasome-catalyzed peptide splicing events has implications for immunobiology and autoimmunity theories and may provide a previously untapped source of epitopes for use in vaccines and cancer immunotherapy.
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Affiliation(s)
- Juliane Liepe
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, UK.
| | - Fabio Marino
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CH Utrecht, Netherlands.,Netherlands Proteomics Centre, CH Utrecht, Netherlands
| | - John Sidney
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Anita Jeko
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CH Utrecht, Netherlands.,Netherlands Proteomics Centre, CH Utrecht, Netherlands
| | - Daniel E Bunting
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, UK
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, CA 92037, USA
| | - Peter M Kloetzel
- Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.,Berlin Institute of Health, 10117 Berlin, Germany
| | - Michael P H Stumpf
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London SW7 2AZ, UK
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CH Utrecht, Netherlands.,Netherlands Proteomics Centre, CH Utrecht, Netherlands
| | - Michele Mishto
- Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany. .,Berlin Institute of Health, 10117 Berlin, Germany
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34
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Strategies to enhance immunogenicity of cDNA vaccine encoded antigens by modulation of antigen processing. Vaccine 2016; 34:5132-5140. [PMID: 27593157 DOI: 10.1016/j.vaccine.2016.08.039] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Revised: 07/21/2016] [Accepted: 08/12/2016] [Indexed: 11/20/2022]
Abstract
Most vaccines are based on protective humoral responses while for intracellular pathogens CD8(+) T cells are regularly needed to provide protection. However, poor processing efficiency of antigens is often a limiting factor in CD8(+) T cell priming, hampering vaccine efficacy. The multistage cDNA vaccine H56, encoding three secreted Mycobacterium tuberculosis antigens, was used to test a complete strategy to enhance vaccine' immunogenicity. Potential CD8(+) T cell epitopes in H56 were predicted using the NetMHC3.4/ANN program. Mice were immunized with H56 cDNA using dermal DNA tattoo immunization and epitope candidates were tested for recognition by responding CD8(+) T cells in ex vivo assays. Seven novel CD8(+) T cell epitopes were identified. H56 immunogenicity could be substantially enhanced by two strategies: (i) fusion of the H56 sequence to cDNA of proteins that modify intracellular antigen processing or provide CD4(+) T cell help, (ii) by substitution of the epitope's hydrophobic C-terminal flanking residues for polar glutamic acid, which facilitated their proteasome-mediated generation. We conclude that this whole strategy of in silico prediction of potential CD8(+) T cell epitopes in novel antigens, followed by fusion to sequences with immunogenicity-enhancing properties or modification of epitope flanking sequences to improve proteasome-mediated processing, may be exploited to design novel vaccines against emerging or 'hard to treat' intracellular pathogens.
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35
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Proteasomes generate spliced epitopes by two different mechanisms and as efficiently as non-spliced epitopes. Sci Rep 2016; 6:24032. [PMID: 27049119 PMCID: PMC4822137 DOI: 10.1038/srep24032] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Accepted: 03/15/2016] [Indexed: 12/24/2022] Open
Abstract
Proteasome-catalyzed peptide splicing represents an additional catalytic activity of proteasomes contributing to the pool of MHC-class I-presented epitopes. We here biochemically and functionally characterized a new melanoma gp100 derived spliced epitope. We demonstrate that the gp100mel47–52/40–42 antigenic peptide is generated in vitro and in cellulo by a not yet described proteasomal condensation reaction. gp100mel47–52/40–42 generation is enhanced in the presence of the β5i/LMP7 proteasome-subunit and elicits a peptide-specific CD8+ T cell response. Importantly, we demonstrate that different gp100mel-derived spliced epitopes are generated and presented to CD8+ T cells with efficacies comparable to non-spliced canonical tumor epitopes and that gp100mel-derived spliced epitopes trigger activation of CD8+ T cells found in peripheral blood of half of the melanoma patients tested. Our data suggest that both transpeptidation and condensation reactions contribute to the frequent generation of spliced epitopes also in vivo and that their immune relevance may be comparable to non-spliced epitopes.
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36
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Platteel ACM, Mishto M, Textoris-Taube K, Keller C, Liepe J, Busch DH, Kloetzel PM, Sijts AJAM. CD8(+) T cells of Listeria monocytogenes-infected mice recognize both linear and spliced proteasome products. Eur J Immunol 2016; 46:1109-18. [PMID: 26909514 DOI: 10.1002/eji.201545989] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 01/25/2016] [Accepted: 02/17/2016] [Indexed: 02/05/2023]
Abstract
CD8(+) T cells responding to infection recognize pathogen-derived epitopes presented by MHC class-I molecules. While most of such epitopes are generated by proteasome-mediated antigen cleavage, analysis of tumor antigen processing has revealed that epitopes may also derive from proteasome-catalyzed peptide splicing (PCPS). To determine whether PCPS contributes to epitope processing during infection, we analyzed the fragments produced by purified proteasomes from a Listeria monocytogenes polypeptide. Mass spectrometry identified a known H-2K(b) -presented linear epitope (LLO296-304 ) in the digests, as well as four spliced peptides that were trimmed by ERAP into peptides with in silico predicted H-2K(b) binding affinity. These spliced peptides, which displayed sequence similarity with LLO296-304 , bound to H-2K(b) molecules in cellular assays and one of the peptides was recognized by CD8(+) T cells of infected mice. This spliced epitope differed by one amino acid from LLO296-304 and double staining with LLO296-304 - and spliced peptide-folded MHC multimers showed that LLO296-304 and its spliced variant were recognized by the same CD8(+) T cells. Thus, PCPS multiplies the variety of peptides that is processed from an antigen and leads to the production of epitope variants that can be recognized by cross-reacting pathogen-specific CD8(+) T cells. Such mechanism may reduce the chances for pathogen immune evasion.
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Affiliation(s)
- Anouk C M Platteel
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Michele Mishto
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Interdepartmental Centre "Luigi Galvani" for Bioinformatics, Biophysics and Biocomplexity (CIG), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | | | - Christin Keller
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Juliane Liepe
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, London, UK
| | - Dirk H Busch
- Institute for Medical Microbiology, Immunology and Hygiene, TU Munich, Munich, Germany
| | - Peter M Kloetzel
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Alice J A M Sijts
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
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37
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Berkers CR, de Jong A, Schuurman KG, Linnemann C, Geenevasen JAJ, Schumacher TNM, Rodenko B, Ovaa H. Peptide Splicing in the Proteasome Creates a Novel Type of Antigen with an Isopeptide Linkage. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2015; 195:4075-84. [PMID: 26401000 PMCID: PMC4642838 DOI: 10.4049/jimmunol.1402454] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 06/23/2015] [Indexed: 11/19/2022]
Abstract
The proteasome is able to create spliced Ags, in which two distant parts of a protein are excised and ligated together to form a novel peptide, for presentation by MHC class I molecules. These noncontiguous epitopes are generated via a transpeptidation reaction catalyzed by the proteasomal active sites. Transpeptidation reactions in the proteasome follow explicit rules and occur particularly efficiently when the C-terminal ligation partner contains a lysine or arginine residue at the site of ligation. Lysine contains two amino groups that theoretically may both participate in ligation reactions, implying that potentially not only peptide but also isopeptide linkages could be formed. Using nuclear magnetic resonance spectroscopy, we demonstrate in the present study that the proteasome can use the ε-amino group of an N-terminal lysine residue in transpeptidation reactions to create a novel type of posttranslationally modified epitopes. We show that the overall efficiency of ε ligation is only 10-fold lower as compared with α ligation, suggesting that the proteasome can produce sufficient isopeptide Ag to evoke a T cell response. Additionally, we show that isopeptides are more stable toward further proteasomal processing than are normal peptides, and we demonstrate that isopeptides can bind to HLA-A2.1 and HLA-A3 with high affinity. These properties likely increase the fraction of ε-ligated peptides presented on the cell surface for CD8(+) T cell surveillance. Finally, we show that isopeptide Ags are immunogenic in vivo. We postulate that ε ligation is a genuine posttranslational modification, suggesting that the proteasome can create a novel type of Ag that is likely to play a role in immunity.
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Affiliation(s)
- Celia R Berkers
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Annemieke de Jong
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Karianne G Schuurman
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Carsten Linnemann
- Division of Immunology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; and
| | - Jan A J Geenevasen
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, 1098 XH Amsterdam, the Netherlands
| | - Ton N M Schumacher
- Division of Immunology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; and
| | - Boris Rodenko
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands;
| | - Huib Ovaa
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands;
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Textoris-Taube K, Keller C, Liepe J, Henklein P, Sidney J, Sette A, Kloetzel PM, Mishto M. The T210M Substitution in the HLA-a*02:01 gp100 Epitope Strongly Affects Overall Proteasomal Cleavage Site Usage and Antigen Processing. J Biol Chem 2015; 290:30417-28. [PMID: 26507656 DOI: 10.1074/jbc.m115.695189] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Indexed: 01/01/2023] Open
Abstract
MHC class I-restricted epitopes, which carry a tumor-specific mutation resulting in improved MHC binding affinity, are preferred T cell receptor targets in innovative adoptive T cell therapies. However, T cell therapy requires efficient generation of the selected epitope. How such mutations may affect proteasome-mediated antigen processing has so far not been studied. Therefore, we analyzed by in vitro experiments the effect on antigen processing and recognition of a T210M exchange, which previously had been introduced into the melanoma gp100209-217 tumor epitope to improve the HLA-A*02:01 binding and its immunogenicity. A quantitative analysis of the main steps of antigen processing shows that the T210M exchange affects proteasomal cleavage site usage within the mutgp100201-230 polypeptide, leading to the generation of an unique set of cleavage products. The T210M substitution qualitatively affects the proteasome-catalyzed generation of spliced and non-spliced peptides predicted to bind HLA-A or -B complexes. The T210M substitution also induces an enhanced production of the mutgp100209-217 epitope and its N-terminally extended peptides. The T210M exchange revealed no effect on ERAP1-mediated N-terminal trimming of the precursor peptides. However, mutant N-terminally extended peptides exhibited significantly increased HLA-A*02:01 binding affinity and elicited CD8(+) T cell stimulation in vitro similar to the wtgp100209-217 epitope. Thus, our experiments demonstrate that amino acid exchanges within an epitope can result in the generation of an altered peptide pool with new antigenic peptides and in a wider CD8(+) T cell response also towards N-terminally extended versions of the minimal epitope.
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Affiliation(s)
- Kathrin Textoris-Taube
- From the Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Christin Keller
- From the Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Juliane Liepe
- Centre for Integrative Systems Biology and Bioinformatics, Department of Life Sciences, Imperial College London, SW7 2AZ, United Kingdom, and
| | - Petra Henklein
- From the Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - John Sidney
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California 92037
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Allergy and Immunology, La Jolla, California 92037
| | - Peter M Kloetzel
- From the Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany,
| | - Michele Mishto
- From the Institut für Biochemie, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany,
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39
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Berkers CR, de Jong A, Schuurman KG, Linnemann C, Meiring HD, Janssen L, Neefjes JJ, Schumacher TNM, Rodenko B, Ovaa H. Definition of Proteasomal Peptide Splicing Rules for High-Efficiency Spliced Peptide Presentation by MHC Class I Molecules. THE JOURNAL OF IMMUNOLOGY 2015; 195:4085-95. [PMID: 26401003 DOI: 10.4049/jimmunol.1402455] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 08/24/2015] [Indexed: 11/19/2022]
Abstract
Peptide splicing, in which two distant parts of a protein are excised and then ligated to form a novel peptide, can generate unique MHC class I-restricted responses. Because these peptides are not genetically encoded and the rules behind proteasomal splicing are unknown, it is difficult to predict these spliced Ags. In the current study, small libraries of short peptides were used to identify amino acid sequences that affect the efficiency of this transpeptidation process. We observed that splicing does not occur at random, neither in terms of the amino acid sequences nor through random splicing of peptides from different sources. In contrast, splicing followed distinct rules that we deduced and validated both in vitro and in cells. Peptide ligation was quantified using a model peptide and demonstrated to occur with up to 30% ligation efficiency in vitro, provided that optimal structural requirements for ligation were met by both ligating partners. In addition, many splicing products could be formed from a single protein. Our splicing rules will facilitate prediction and detection of new spliced Ags to expand the peptidome presented by MHC class I Ags.
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Affiliation(s)
- Celia R Berkers
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Annemieke de Jong
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Karianne G Schuurman
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Carsten Linnemann
- Division of Immunology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; and
| | - Hugo D Meiring
- Institute for Translational Vaccinology, 3721 MA Bilthoven, the Netherlands
| | - Lennert Janssen
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Jacques J Neefjes
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Ton N M Schumacher
- Division of Immunology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; and
| | - Boris Rodenko
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Huib Ovaa
- Division of Cell Biology, Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands;
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40
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Karna N, Dębowski D, Łęgowska A, Bąchor R, Szewczuk Z, Rolka K. Peptide splicing in a double-sequence analogue of trypsin inhibitor SFTI-1 substituted in the P₁ positions by peptoid monomers. Biopolymers 2015; 104:206-12. [PMID: 25904562 DOI: 10.1002/bip.22659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Revised: 04/13/2015] [Accepted: 04/14/2015] [Indexed: 11/12/2022]
Abstract
Recently, we described a process of trypsin-assisted peptide splicing of analogs of trypsin inhibitor SFTI-1, that seems to be very similar to proteasome-catalyzed peptide splicing. Here, we show, for the first time, that a peptide-peptoid hybrid (peptomer) can also be spliced by trypsin. Incubation of a double sequence SFTI-1 analog, containing two peptoid monomers, with equimolar amount of trypsin leads to formation of monocyclic peptomer as the main product. We proved that the peptide bond formed by a peptoid monomer is not only digested by trypsin but also participates in the enzyme-assisted splicing process.
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Affiliation(s)
- Natalia Karna
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-952, Gdansk, Poland
| | - Dawid Dębowski
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-952, Gdansk, Poland
| | - Anna Łęgowska
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-952, Gdansk, Poland
| | - Remigiusz Bąchor
- Department of Chemistry, University of Wroclaw, F. Joliot-Curie 14, 50-383, Wroclaw, Poland
| | - Zbigniew Szewczuk
- Department of Chemistry, University of Wroclaw, F. Joliot-Curie 14, 50-383, Wroclaw, Poland
| | - Krzysztof Rolka
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-952, Gdansk, Poland
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Mishto M, Liepe J, Textoris-Taube K, Keller C, Henklein P, Weberruß M, Dahlmann B, Enenkel C, Voigt A, Kuckelkorn U, Stumpf MPH, Kloetzel PM. Proteasome isoforms exhibit only quantitative differences in cleavage and epitope generation. Eur J Immunol 2014; 44:3508-21. [PMID: 25231383 DOI: 10.1002/eji.201444902] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2014] [Revised: 08/01/2014] [Accepted: 09/12/2014] [Indexed: 11/09/2022]
Abstract
Immunoproteasomes are considered to be optimised to process Ags and to alter the peptide repertoire by generating a qualitatively different set of MHC class I epitopes. Whether the immunoproteasome at the biochemical level, influence the quality rather than the quantity of the immuno-genic peptide pool is still unclear. Here, we quantified the cleavage-site usage by human standard- and immunoproteasomes, and proteasomes from immuno-subunit-deficient mice, as well as the peptides generated from model polypeptides. We show in this study that the different proteasome isoforms can exert significant quantitative differences in the cleavage-site usage and MHC class I restricted epitope production. However, independent of the proteasome isoform and substrates studied, no evidence was obtained for the abolishment of the specific cleavage-site usage, or for differences in the quality of the peptides generated. Thus, we conclude that the observed differences in MHC class I restricted Ag presentation between standard- and immunoproteasomes are due to quantitative differences in the proteasome-generated antigenic peptides.
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Affiliation(s)
- Michele Mishto
- Institut für Biochemie, Charité - Universitätsmedizin Berlin, Berlin, Germany; Centro Interdipartimentale di Ricerca sul Cancro "Giorgio Prodi,", University of Bologna, Bologna, Italy
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42
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Proteasome subtypes and regulators in the processing of antigenic peptides presented by class I molecules of the major histocompatibility complex. Biomolecules 2014; 4:994-1025. [PMID: 25412285 PMCID: PMC4279167 DOI: 10.3390/biom4040994] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 10/02/2014] [Accepted: 10/29/2014] [Indexed: 02/07/2023] Open
Abstract
The proteasome is responsible for the breakdown of cellular proteins. Proteins targeted for degradation are allowed inside the proteasome particle, where they are cleaved into small peptides and released in the cytosol to be degraded into amino acids. In vertebrates, some of these peptides escape degradation in the cytosol, are loaded onto class I molecules of the major histocompatibility complex (MHC) and displayed at the cell surface for scrutiny by the immune system. The proteasome therefore plays a key role for the immune system: it provides a continued sampling of intracellular proteins, so that CD8-positive T-lymphocytes can kill cells expressing viral or tumoral proteins. Consequently, the repertoire of peptides displayed by MHC class I molecules at the cell surface depends on proteasome activity, which may vary according to the presence of proteasome subtypes and regulators. Besides standard proteasomes, cells may contain immunoproteasomes, intermediate proteasomes and thymoproteasomes. Cells may also contain regulators of proteasome activity, such as the 19S, PA28 and PA200 regulators. Here, we review the effects of these proteasome subtypes and regulators on the production of antigenic peptides. We also discuss an unexpected function of the proteasome discovered through the study of antigenic peptides: its ability to splice peptides.
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43
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Liepe J, Holzhütter HG, Kloetzel PM, Stumpf MPH, Mishto M. Modelling proteasome and proteasome regulator activities. Biomolecules 2014; 4:585-99. [PMID: 24970232 PMCID: PMC4101499 DOI: 10.3390/biom4020585] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 05/28/2014] [Accepted: 05/30/2014] [Indexed: 02/07/2023] Open
Abstract
Proteasomes are key proteases involved in a variety of processes ranging from the clearance of damaged proteins to the presentation of antigens to CD8+ T-lymphocytes. Which cleavage sites are used within the target proteins and how fast these proteins are degraded have a profound impact on immune system function and many cellular metabolic processes. The regulation of proteasome activity involves different mechanisms, such as the substitution of the catalytic subunits, the binding of regulatory complexes to proteasome gates and the proteasome conformational modifications triggered by the target protein itself. Mathematical models are invaluable in the analysis; and potentially allow us to predict the complex interactions of proteasome regulatory mechanisms and the final outcomes of the protein degradation rate and MHC class I epitope generation. The pioneering attempts that have been made to mathematically model proteasome activity, cleavage preference variation and their modification by one of the regulatory mechanisms are reviewed here.
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Affiliation(s)
- Juliane Liepe
- Theoretical Systems Biology, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ, UK.
| | | | - Peter M Kloetzel
- Institute of Biochemistry, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
| | - Michael P H Stumpf
- Theoretical Systems Biology, Division of Molecular Biosciences, Imperial College London, London SW7 2AZ, UK.
| | - Michele Mishto
- Institute of Biochemistry, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
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44
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Steers NJ, Currier JR, Jobe O, Tovanabutra S, Ratto-Kim S, Marovich MA, Kim JH, Michael NL, Alving CR, Rao M. Designing the epitope flanking regions for optimal generation of CTL epitopes. Vaccine 2014; 32:3509-16. [DOI: 10.1016/j.vaccine.2014.04.039] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Revised: 01/15/2014] [Accepted: 04/17/2014] [Indexed: 12/25/2022]
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45
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Grignolio A, Mishto M, Faria AMC, Garagnani P, Franceschi C, Tieri P. Towards a liquid self: how time, geography, and life experiences reshape the biological identity. Front Immunol 2014; 5:153. [PMID: 24782860 PMCID: PMC3988364 DOI: 10.3389/fimmu.2014.00153] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2013] [Accepted: 03/24/2014] [Indexed: 01/08/2023] Open
Abstract
The conceptualization of immunological self is amongst the most important theories of modern biology, representing a sort of theoretical guideline for experimental immunologists, in order to understand how host constituents are ignored by the immune system (IS). A consistent advancement in this field has been represented by the danger/damage theory and its subsequent refinements, which at present represents the most comprehensive conceptualization of immunological self. Here, we present the new hypothesis of "liquid self," which integrates and extends the danger/damage theory. The main novelty of the liquid self hypothesis lies in the full integration of the immune response mechanisms into the host body's ecosystems, i.e., in adding the temporal, as well as the geographical/evolutionary and environmental, dimensions, which we suggested to call "immunological biography." Our hypothesis takes into account the important biological changes occurring with time (age) in the IS (including immunosenescence and inflammaging), as well as changes in the organismal context related to nutrition, lifestyle, and geography (populations). We argue that such temporal and geographical dimensions impinge upon, and continuously reshape, the antigenicity of physical entities (molecules, cells, bacteria, viruses), making them switching between "self" and "non-self" states in a dynamical, "liquid" fashion. Particular attention is devoted to oral tolerance and gut microbiota, as well as to a new potential source of unexpected self epitopes produced by proteasome splicing. Finally, our framework allows the set up of a variety of testable predictions, the most straightforward suggesting that the immune responses to defined molecules representing potentials antigens will be quantitatively and qualitatively quite different according to the immuno-biographical background of the host.
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Affiliation(s)
- Andrea Grignolio
- Interdepartmental Center "Luigi Galvani" for Bioinformatics, Biophysics and Biocomplexity, University of Bologna , Bologna , Italy
| | - Michele Mishto
- Centro Interdipartimentale di Ricerca sul Cancro "G. Prodi", University of Bologna , Bologna , Italy ; Institut für Biochemie, Charité - Universitätsmedizin Berlin , Berlin , Germany
| | - Ana Maria Caetano Faria
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais , Belo Horizonte , Brazil
| | - Paolo Garagnani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna , Bologna , Italy
| | - Claudio Franceschi
- Interdepartmental Center "Luigi Galvani" for Bioinformatics, Biophysics and Biocomplexity, University of Bologna , Bologna , Italy ; Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna , Bologna , Italy ; IRCCS of Neurological Science , Bologna , Italy ; Institute of Organic Synthesis and Photoreactivity, National Research Council , Bologna , Italy
| | - Paolo Tieri
- Institute for Applied Mathematics "M. Picone", National Research Council , Rome , Italy
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46
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Gohlke S, Mishto M, Textoris-Taube K, Keller C, Giannini C, Vasuri F, Capizzi E, D’Errico-Grigioni A, Kloetzel PM, Dahlmann B. Molecular alterations in proteasomes of rat liver during aging result in altered proteolytic activities. AGE (DORDRECHT, NETHERLANDS) 2014; 36:57-72. [PMID: 23690132 PMCID: PMC3889881 DOI: 10.1007/s11357-013-9543-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 05/08/2013] [Indexed: 06/02/2023]
Abstract
Aging induces alterations of tissue protein homoeostasis. To investigate one of the major systems catalysing intracellular protein degradation we have purified 20S proteasomes from rat liver of young (2 months) and aged (23 months) animals and separated them into three subpopulations containing different types of intermediate proteasomes with standard- and immuno-subunits. The smallest subpopulation ΙΙΙ and the major subpopulation Ι comprised proteasomes containing immuno-subunits β1i and β5i beside small amounts of standard-subunits, whereas proteasomes of subpopulation ΙΙ contained only β5i beside standard-subunits. In favour of a relative increase of the major subpopulation Ι, subpopulation ΙΙ and ΙΙΙ were reduced for about 55 % and 80 %, respectively, in aged rats. Furthermore, in all three 20S proteasome subpopulations from aged animals standard-active site subunits were replaced by immuno-subunits. Overall, this transformation resulted in a relative increase of immuno-subunit-containing proteasomes, paralleled by reduced activity towards short fluorogenic peptide substrates. However, depending on the substrate their hydrolysing activity of long polypeptide substrates was significantly higher or unchanged. Furthermore, our data revealed an altered MHC class I antigen-processing efficiency of 20S proteasomes from liver of aged rats. We therefore suggest that the age-related intramolecular alteration of hepatic proteasomes modifies its cleavage preferences without a general decrease of its activity. Such modifications could have implications on protein homeostasis as well as on MHC class I antigen presentation as part of the immunosenescence process.
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Affiliation(s)
- Sabrina Gohlke
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
| | - Michele Mishto
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
- />Centro Interdipartimentale di Ricerca sul Cancro “Giorgio Prodi”, University of Bologna, Bologna, Italy
| | - Kathrin Textoris-Taube
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
| | - Christin Keller
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
| | - Carolin Giannini
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
| | - Francesco Vasuri
- />“F. Addarii” Institute of Oncology and Transplant Pathology, S.Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Elisa Capizzi
- />“F. Addarii” Institute of Oncology and Transplant Pathology, S.Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Antonia D’Errico-Grigioni
- />“F. Addarii” Institute of Oncology and Transplant Pathology, S.Orsola-Malpighi Hospital, University of Bologna, Bologna, Italy
| | - Peter-Michael Kloetzel
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
| | - Burkhardt Dahlmann
- />Institute of Biochemistry, Charité-Universitätsmedizin Berlin, CCM, CharitéCrossOver, Charitéplatz 1, 10117 Berlin, Germany
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Michaux A, Larrieu P, Stroobant V, Fonteneau JF, Jotereau F, Van den Eynde BJ, Moreau-Aubry A, Vigneron N. A Spliced Antigenic Peptide Comprising a Single Spliced Amino Acid Is Produced in the Proteasome by Reverse Splicing of a Longer Peptide Fragment followed by Trimming. THE JOURNAL OF IMMUNOLOGY 2014; 192:1962-71. [DOI: 10.4049/jimmunol.1302032] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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48
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Current understanding on the role of standard and immunoproteasomes in inflammatory/immunological pathways of multiple sclerosis. Autoimmune Dis 2014; 2014:739705. [PMID: 24523959 PMCID: PMC3910067 DOI: 10.1155/2014/739705] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 11/12/2013] [Indexed: 12/30/2022] Open
Abstract
The ubiquitin-proteasome system is the major intracellular molecular machinery for protein degradation and maintenance of protein homeostasis in most human cells. As ubiquitin-proteasome system plays a critical role in the regulation of the immune system, it might also influence the development and progression of multiple sclerosis (MS). Both ex vivo analyses and animal models suggest that activity and composition of ubiquitin-proteasome system are altered in MS. Proteasome isoforms endowed of immunosubunits may affect the functionality of different cell types such as CD8+ and CD4+ T cells and B cells as well as neurons during MS development. Furthermore, the study of proteasome-related biomarkers, such as proteasome antibodies and circulating proteasomes, may represent a field of interest in MS. Proteasome inhibitors are already used as treatment for cancer and the recent development of inhibitors selective for immunoproteasome subunits may soon represent novel therapeutic approaches to the different forms of MS. In this review we describe the current knowledge on the potential role of proteasomes in MS and discuss the pro et contra of possible therapies for MS targeting proteasome isoforms.
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49
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Textoris-Taube K, Keller C, Kuckelkorn U, Kloetzel PM. Analysis of proteasome generated antigenic peptides by mass spectrometry. Methods Mol Biol 2013; 960:15-29. [PMID: 23329475 DOI: 10.1007/978-1-62703-218-6_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Mass spectrometry (MS) is today one of the most important analytical techniques in biosciences. The development of electro spray ionization (ESI) as a gentle ionization method, in which molecules are not destroyed, has revolutionized the analytic of peptides. MS is an ideal technique for detection and analysis of peptides generated by in vitro experiments using purified 20S proteasomes. It also provides a convenient and sensitive way to monitor the processing activity of enzymes. The combination of high performance liquid chromatography (HPLC) with ESI-MS allows the analysis of complex samples with separation in their specific constituents by LC and their subsequent detection by MS.
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50
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Castangia R, Austeri M, Flitsch SL. Enzymatic Amine Acyl Exchange in Peptides on Gold Surfaces. Angew Chem Int Ed Engl 2012; 51:13016-8. [DOI: 10.1002/anie.201205404] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2012] [Revised: 08/30/2012] [Indexed: 11/09/2022]
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