1
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Hulin-Curtis S, Geary JK, MacLachlan BJ, Altmann DM, Baillon L, Cole DK, Greenshields-Watson A, Hesketh SJ, Humphreys IR, Jones IM, Lauder SN, Mason GH, Smart K, Scourfield DO, Scott J, Sukhova K, Stanton RJ, Wall A, Rizkallah PJ, Barclay WS, Gallimore A, Godkin A. A targeted single mutation in influenza A virus universal epitope transforms immunogenicity and protective immunity via CD4 + T cell activation. Cell Rep 2024; 43:114259. [PMID: 38819988 DOI: 10.1016/j.celrep.2024.114259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 02/22/2024] [Accepted: 05/06/2024] [Indexed: 06/02/2024] Open
Abstract
CD4+ T cells are central to adaptive immunity. Their role in cross-protection in viral infections such as influenza and severe acute respiratory syndrome (SARS) is well documented; however, molecular rules governing T cell receptor (TCR) engagement of peptide-human leukocyte antigen (pHLA) class II are less understood. Here, we exploit an aspect of HLA class II presentation, the peptide-flanking residues (PFRs), to "tune" CD4+ T cell responses within an in vivo model system of influenza. Using a recombinant virus containing targeted substitutions at immunodominant HLA-DR1 epitopes, we demonstrate limited weight loss and improved clinical scores after heterosubtypic re-challenge. We observe enhanced protection linked to lung-derived influenza-specific CD4+ and CD8+ T cells prior to re-infection. Structural analysis of the ternary TCR:pHLA complex identifies that flanking amino acids influence side chains in the core 9-mer peptide, increasing TCR affinity. Augmentation of CD4+ T cell immunity is achievable with a single mutation, representing a strategy to enhance adaptive immunity that is decoupled from vaccine modality.
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Affiliation(s)
- Sarah Hulin-Curtis
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - James K Geary
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
| | - Bruce J MacLachlan
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Danny M Altmann
- Faculty of Medicine, Imperial College, Hammersmith Hospital, London W12 0NN, UK
| | - Laury Baillon
- Faculty of Medicine, Imperial College, Hammersmith Hospital, London W12 0NN, UK
| | - David K Cole
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Alex Greenshields-Watson
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Department of Statistics, University of Oxford, Oxford OX1 3LB, UK
| | - Sophie J Hesketh
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Ian R Humphreys
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Ian M Jones
- School of Biological Sciences, University of Reading, Reading RG6 6AH, UK
| | - Sarah N Lauder
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Georgina H Mason
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Kathryn Smart
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - D Oliver Scourfield
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Jake Scott
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Ksenia Sukhova
- Faculty of Medicine, Imperial College, Hammersmith Hospital, London W12 0NN, UK
| | - Richard J Stanton
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Aaron Wall
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Pierre J Rizkallah
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Wendy S Barclay
- Faculty of Medicine, Imperial College, Hammersmith Hospital, London W12 0NN, UK
| | - Awen Gallimore
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Andrew Godkin
- Division of Infection and Immunity/Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
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2
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Harris CT, Cohen S. Reducing Immunogenicity by Design: Approaches to Minimize Immunogenicity of Monoclonal Antibodies. BioDrugs 2024; 38:205-226. [PMID: 38261155 PMCID: PMC10912315 DOI: 10.1007/s40259-023-00641-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2023] [Indexed: 01/24/2024]
Abstract
Monoclonal antibodies (mAbs) have transformed therapeutic strategies for various diseases. Their high specificity to target antigens makes them ideal therapeutic agents for certain diseases. However, a challenge to their application in clinical practice is their potential risk to induce unwanted immune response, termed immunogenicity. This challenge drives the continued efforts to deimmunize these protein therapeutics while maintaining their pharmacokinetic properties and therapeutic efficacy. Because mAbs hold a central position in therapeutic strategies against an array of diseases, the importance of conducting comprehensive immunogenicity risk assessment during the drug development process cannot be overstated. Such assessment necessitates the employment of in silico, in vitro, and in vivo strategies to evaluate the immunogenicity risk of mAbs. Understanding the intricacies of the mechanisms that drive mAb immunogenicity is crucial to improving their therapeutic efficacy and safety and developing the most effective strategies to determine and mitigate their immunogenic risk. This review highlights recent advances in immunogenicity prediction strategies, with a focus on protein engineering strategies used throughout development to reduce immunogenicity.
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Affiliation(s)
- Chantal T Harris
- Department of BioAnalytical Sciences, Genentech Inc., South San Francisco, CA, 94080-4990, USA
| | - Sivan Cohen
- Department of BioAnalytical Sciences, Genentech Inc., South San Francisco, CA, 94080-4990, USA.
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3
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Du H, Liu J, Jude KM, Yang X, Li Y, Bell B, Yang H, Kassardjian A, Mobedi A, Parekh U, Sperberg RAP, Julien JP, Mellins ED, Garcia KC, Huang PS. A general platform for targeting MHC-II antigens via a single loop. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.26.577489. [PMID: 38352315 PMCID: PMC10862749 DOI: 10.1101/2024.01.26.577489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
Class-II major histocompatibility complexes (MHC-IIs) are central to the communications between CD4+ T cells and antigen presenting cells (APCs), but intrinsic structural features associated with MHC-II make it difficult to develop a general targeting system with high affinity and antigen specificity. Here, we introduce a protein platform, Targeted Recognition of Antigen-MHC Complex Reporter for MHC-II (TRACeR-II), to enable the rapid development of peptide-specific MHC-II binders. TRACeR-II has a small helical bundle scaffold and uses an unconventional mechanism to recognize antigens via a single loop. This unique antigen-recognition mechanism renders this platform highly versatile and amenable to direct structural modeling of the interactions with the antigen. We demonstrate that TRACeR-II binders can be rapidly evolved across multiple alleles, while computational protein design can produce specific binding sequences for a SARS-CoV-2 peptide of unknown complex structure. TRACeR-II sheds light on a simple and straightforward approach to address the MHC peptide targeting challenge, without relying on combinatorial selection on complementarity determining region (CDR) loops. It presents a promising basis for further exploration in immune response modulation as well as a broad range of theragnostic applications.
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Affiliation(s)
- Haotian Du
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Jingjia Liu
- Department of Bioengineering, Stanford University, CA, USA
| | - Kevin M. Jude
- Departments of Molecular and Cellular Physiology and Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Xinbo Yang
- Departments of Molecular and Cellular Physiology and Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ying Li
- Department of Pediatrics, Divisions of Human Gene Therapy and Allergy, Immunology & Rheumatology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Program in Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Braxton Bell
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Hongli Yang
- Department of Bioengineering, Stanford University, CA, USA
| | - Audrey Kassardjian
- Program in Molecular Medicine, The Hospital for Sick Children Research Institute, Toronto, ON M5G 0A4, Canada
- Department of Immunology, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Ali Mobedi
- Department of Bioengineering, Stanford University, CA, USA
| | - Udit Parekh
- Department of Bioengineering, Stanford University, CA, USA
| | | | - Jean-Philippe Julien
- Program in Molecular Medicine, The Hospital for Sick Children Research Institute, Toronto, ON M5G 0A4, Canada
- Department of Immunology, University of Toronto, Toronto, ON M5S 1A8, Canada
- Department of Biochemistry, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Elizabeth D. Mellins
- Department of Pediatrics, Divisions of Human Gene Therapy and Allergy, Immunology & Rheumatology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Program in Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - K. Christopher Garcia
- Departments of Molecular and Cellular Physiology and Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Po-Ssu Huang
- Department of Bioengineering, Stanford University, CA, USA
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4
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Lin Y, Sakuraba S, Massilamany C, Reddy J, Tanaka Y, Miyake S, Yamamura T. Harnessing autoimmunity with dominant self-peptide: Modulating the sustainability of tissue-preferential antigen-specific Tregs by governing the binding stability via peptide flanking residues. J Autoimmun 2023; 140:103094. [PMID: 37716077 DOI: 10.1016/j.jaut.2023.103094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 09/18/2023]
Abstract
Sensitization to self-peptides induces various immunological responses, from autoimmunity to tumor immunity, depending on the peptide sequence; however, the underlying mechanisms remain unclear, and thus, curative therapeutic options considering immunity balance are limited. Herein, two overlapping dominant peptides of myelin proteolipid protein, PLP136-150 and PLP139-151, which induce different forms of experimental autoimmune encephalomyelitis (EAE), monophasic and relapsing EAE, respectively, were investigated. Mice with monophasic EAE exhibited highly resistant to EAE re-induction with any encephalitogenic peptides, whereas mice with relapsing EAE were susceptible, and progressed, to EAE re-induction. This resistance to relapse and re-induction in monophasic EAE mice was associated with the maintenance of potent CD69+CD103+CD4+CD25high regulatory T-cells (Tregs) enriched with antigen specificity, which expanded preferentially in the central nervous system with sustained suppressive activity. This tissue-preferential sustainability of potent antigen-specific Tregs was correlated with the antigenicity of PLP136-150, depending on its flanking residues. That is, the flanking residues of PLP136-150 enable to form pivotally arranged strong hydrogen bonds that secured its binding stability to MHC-class II. These potent Tregs acting tissue-preferentially were induced only by sensitization of PLP136-150, not by its tolerance induction, independent of EAE development. These findings suggest that, for optimal therapy, "benign autoimmunity" can be critically achieved through inverse vaccination with self-peptides by manipulating their flanking residues.
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Affiliation(s)
- Youwei Lin
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Tokyo, 187-8502, Japan; Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, 187-8551, Japan.
| | - Shun Sakuraba
- National Institutes for Quantum Science and Technology, Institute for Quantum Life Science, Chiba, 263-0024, Japan.
| | | | - Jayagopala Reddy
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA.
| | - Yoshimasa Tanaka
- Center for Medical Innovation, Nagasaki University, Nagasaki, 852-8588, Japan.
| | - Sachiko Miyake
- Department of Immunology, Juntendo University School of Medicine, Tokyo, 113-8421, Japan.
| | - Takashi Yamamura
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Tokyo, 187-8502, Japan.
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5
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Kusano S, Ueda S, Oryoji D, Toyoumi A, Hashimoto-Tane A, Kishi H, Hamana H, Muraguchi A, Jin H, Arase H, Miyadera H, Kishikawa R, Yoshikai Y, Yamada H, Yamamoto K, Nishimura Y, Saito T, Sasazuki T, Yokoyama S. Contributions of the N-terminal flanking residues of an antigenic peptide from the Japanese cedar pollen allergen Cry j 1 to the T-cell activation by HLA-DP5. Int Immunol 2023; 35:447-458. [PMID: 37418020 PMCID: PMC10478803 DOI: 10.1093/intimm/dxad024] [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: 08/03/2022] [Accepted: 06/05/2023] [Indexed: 07/08/2023] Open
Abstract
Cry j 1 is a major allergen present in Japanese cedar (Cryptomeria japonica) pollens. Peptides with the core sequence of KVTVAFNQF from Cry j 1 ('pCj1') bind to HLA-DP5 and activate Th2 cells. In this study, we noticed that Ser and Lys at positions -2 and -3, respectively, in the N-terminal flanking (NF) region to pCj1 are conserved well in HLA-DP5-binding allergen peptides. A competitive binding assay showed that the double mutation of Ser(-2) and Lys(-3) to Glu [S(P-2)E/K(P-3)E] in a 13-residue Cry j 1 peptide (NF-pCj1) decreased its affinity for HLA-DP5 by about 2-fold. Similarly, this double mutation reduced, by about 2-fold, the amount of NF-pCj1 presented on the surface of mouse antigen-presenting dendritic cell line 1 (mDC1) cells stably expressing HLA-DP5. We established NF-pCj1-specific and HLA-DP5-restricted CD4+ T-cell clones from HLA-DP5 positive cedar pollinosis (CP) patients, and analyzed their IL-2 production due to the activation of mouse TG40 cells expressing the cloned T-cell receptor by the NF-pCj1-presenting mDC1 cells. The T-cell activation was actually decreased by the S(P-2)E/K(P-3)E mutation, corresponding to the reduction in the peptide presentation by this mutation. In contrast, the affinity of NF-pCj1·HLA-DP5 for the T-cell receptor was not affected by the S(P-2)E/K(P-3)E mutation, as analyzed by surface plasmon resonance. Considering the positional and side-chain differences of these NF residues from previously reported T-cell activating sequences, the mechanisms of enhanced T-cell activation by Ser(-2) and Lys(-3) of NF-pCj1 may be novel.
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Affiliation(s)
- Seisuke Kusano
- RIKEN Structural Biology Laboratory, Yokohama 230-0045, Japan
- RIKEN Cluster for Science, Technology and Innovation Hub, Yokohama 230-0045, Japan
| | - Sho Ueda
- Institute for Advanced Study, Kyushu University, Fukuoka 812-8582, Japan
| | - Daisuke Oryoji
- Institute for Advanced Study, Kyushu University, Fukuoka 812-8582, Japan
| | - Aya Toyoumi
- Institute for Advanced Study, Kyushu University, Fukuoka 812-8582, Japan
| | | | - Hiroyuki Kishi
- Department of Immunology, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama 930-0194, Japan
| | - Hiroshi Hamana
- Department of Immunology, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama 930-0194, Japan
| | - Atsushi Muraguchi
- Department of Immunology, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama 930-0194, Japan
| | - Hui Jin
- Department of Immunochemistry, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | - Hisashi Arase
- Department of Immunochemistry, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
- Laboratory of Immunochemistry, WPI Immunology Frontier Research Center, Osaka University, Osaka 565-0871, Japan
| | - Hiroko Miyadera
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
- Research Institute, National Center for Global Health and Medicine, Chiba 272-8516, Japan
- Department of Medical Genetics, Institute of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan
| | - Reiko Kishikawa
- Department of Allergology, The National Hospital Organization Fukuoka National Hospital, Fukuoka 811-1394, Japan
| | - Yasunobu Yoshikai
- Medical Institute of Bioregulation, Kyushu University, Fukuoka 812-8582, Japan
| | - Hisakata Yamada
- Medical Institute of Bioregulation, Kyushu University, Fukuoka 812-8582, Japan
| | - Ken Yamamoto
- Department of Medical Biochemistry, Kurume University School of Medicine, Kurume 830-0011, Japan
| | - Yasuharu Nishimura
- Department of Immunogenetics, Graduate School of Medical Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Takashi Saito
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Takehiko Sasazuki
- Institute for Advanced Study, Kyushu University, Fukuoka 812-8582, Japan
| | - Shigeyuki Yokoyama
- RIKEN Structural Biology Laboratory, Yokohama 230-0045, Japan
- RIKEN Cluster for Science, Technology and Innovation Hub, Yokohama 230-0045, Japan
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6
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Chen Y, Mason GH, Scourfield DO, Greenshields-Watson A, Haigh TA, Sewell AK, Long HM, Gallimore AM, Rizkallah P, MacLachlan BJ, Godkin A. Structural definition of HLA class II-presented SARS-CoV-2 epitopes reveals a mechanism to escape pre-existing CD4 + T cell immunity. Cell Rep 2023; 42:112827. [PMID: 37471227 PMCID: PMC10840515 DOI: 10.1016/j.celrep.2023.112827] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/21/2023] [Accepted: 06/30/2023] [Indexed: 07/22/2023] Open
Abstract
CD4+ T cells recognize a broad range of peptide epitopes of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which contribute to immune memory and limit COVID-19 disease. We demonstrate that the immunogenicity of SARS-CoV-2 peptides, in the context of the model allotype HLA-DR1, does not correlate with their binding affinity to the HLA heterodimer. Analyzing six epitopes, some with very low binding affinity, we solve X-ray crystallographic structures of each bound to HLA-DR1. Further structural definitions reveal the precise molecular impact of viral variant mutations on epitope presentation. Omicron escaped ancestral SARS-CoV-2 immunity to two epitopes through two distinct mechanisms: (1) mutations to TCR-facing epitope positions and (2) a mechanism whereby a single amino acid substitution caused a register shift within the HLA binding groove, completely altering the peptide-HLA structure. This HLA-II-specific paradigm of immune escape highlights how CD4+ T cell memory is finely poised at the level of peptide-HLA-II presentation.
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Affiliation(s)
- Yuan Chen
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Georgina H Mason
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - D Oliver Scourfield
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Alexander Greenshields-Watson
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Tracey A Haigh
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK
| | - Andrew K Sewell
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Heather M Long
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK
| | - Awen M Gallimore
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Pierre Rizkallah
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Bruce J MacLachlan
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
| | - Andrew Godkin
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Systems Immunity University Research Institute, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK; Department of Gastroenterology & Hepatology, University Hospital of Wales, Cardiff CF14 4XW, UK.
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7
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Liu M, Lau CYJ, Cabello IT, Garssen J, Willemsen LEM, Hennink WE, van Nostrum CF. Live Cell Imaging by Förster Resonance Energy Transfer Fluorescence to Study Trafficking of PLGA Nanoparticles and the Release of a Loaded Peptide in Dendritic Cells. Pharmaceuticals (Basel) 2023; 16:818. [PMID: 37375766 DOI: 10.3390/ph16060818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/25/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023] Open
Abstract
Our previous study demonstrated that a selected β-lactoglobulin-derived peptide (BLG-Pep) loaded in poly(lactic-co-glycolic acid) (PLGA) nanoparticles protected mice against cow's milk allergy development. However, the mechanism(s) responsible for the interaction of the peptide-loaded PLGA nanoparticles with dendritic cells (DCs) and their intracellular fate was/were elusive. Förster resonance energy transfer (FRET), a distance-dependent non-radioactive energy transfer process mediated from a donor to an acceptor fluorochrome, was used to investigate these processes. The ratio of the donor (Cyanine-3)-conjugated peptide and acceptor (Cyanine-5) labeled PLGA nanocarrier was fine-tuned for optimal (87%) FRET efficiency. The colloidal stability and FRET emission of prepared NPs were maintained upon 144 h incubation in PBS buffer and 6 h incubation in biorelevant simulated gastric fluid at 37 °C. A total of 73% of Pep-Cy3 NP was internalized by DCs as quantified using flow cytometry and confirmed using confocal fluorescence microscopy. By real-time monitoring of the change in the FRET signal of the internalized peptide-loaded nanoparticles, we observed prolonged retention (for 96 h) of the nanoparticles-encapsulated peptide as compared to 24 h retention of the free peptide in the DCs. The prolonged retention and intracellular antigen release of the BLG-Pep loaded in PLGA nanoparticles in murine DCs might facilitate antigen-specific tolerance induction.
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Affiliation(s)
- Mengshan Liu
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
- Department of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Chun Yin Jerry Lau
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Irene Trillo Cabello
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Johan Garssen
- Department of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
- Department of Immunology, Nutricia Research B.V., 3584 CT Utrecht, The Netherlands
| | - Linette E M Willemsen
- Department of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Wim E Hennink
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Cornelus F van Nostrum
- Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
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8
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Racle J, Guillaume P, Schmidt J, Michaux J, Larabi A, Lau K, Perez MAS, Croce G, Genolet R, Coukos G, Zoete V, Pojer F, Bassani-Sternberg M, Harari A, Gfeller D. Machine learning predictions of MHC-II specificities reveal alternative binding mode of class II epitopes. Immunity 2023:S1074-7613(23)00129-2. [PMID: 37023751 DOI: 10.1016/j.immuni.2023.03.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 11/09/2022] [Accepted: 03/15/2023] [Indexed: 04/08/2023]
Abstract
CD4+ T cells orchestrate the adaptive immune response against pathogens and cancer by recognizing epitopes presented on class II major histocompatibility complex (MHC-II) molecules. The high polymorphism of MHC-II genes represents an important hurdle toward accurate prediction and identification of CD4+ T cell epitopes. Here we collected and curated a dataset of 627,013 unique MHC-II ligands identified by mass spectrometry. This enabled us to precisely determine the binding motifs of 88 MHC-II alleles across humans, mice, cattle, and chickens. Analysis of these binding specificities combined with X-ray crystallography refined our understanding of the molecular determinants of MHC-II motifs and revealed a widespread reverse-binding mode in HLA-DP ligands. We then developed a machine-learning framework to accurately predict binding specificities and ligands of any MHC-II allele. This tool improves and expands predictions of CD4+ T cell epitopes and enables us to discover viral and bacterial epitopes following the aforementioned reverse-binding mode.
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Affiliation(s)
- Julien Racle
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland.
| | - Philippe Guillaume
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
| | - Julien Schmidt
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
| | - Justine Michaux
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Amédé Larabi
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Kelvin Lau
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Marta A S Perez
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland
| | - Giancarlo Croce
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland
| | - Raphaël Genolet
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
| | - George Coukos
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
| | - Vincent Zoete
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland
| | - Florence Pojer
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Michal Bassani-Sternberg
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Alexandre Harari
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland; Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
| | - David Gfeller
- Department of Oncology UNIL CHUV, Ludwig Institute for Cancer Research, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland; Agora Cancer Research Centre, Lausanne, Switzerland; Swiss Cancer Center Leman (SCCL), Lausanne, Switzerland.
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9
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Charoenkwan P, Schaduangrat N, Pham NT, Manavalan B, Shoombuatong W. Pretoria: An effective computational approach for accurate and high-throughput identification of CD8+ t-cell epitopes of eukaryotic pathogens. Int J Biol Macromol 2023; 238:124228. [PMID: 36996953 DOI: 10.1016/j.ijbiomac.2023.124228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/11/2023] [Accepted: 03/25/2023] [Indexed: 03/31/2023]
Abstract
T-cells recognize antigenic epitopes present on major histocompatibility complex (MHC) molecules, triggering an adaptive immune response in the host. T-cell epitope (TCE) identification is challenging because of the extensive number of undetermined proteins found in eukaryotic pathogens, as well as MHC polymorphisms. In addition, conventional experimental approaches for TCE identification are time-consuming and expensive. Thus, computational approaches that can accurately and rapidly identify CD8+ T-cell epitopes (TCEs) of eukaryotic pathogens based solely on sequence information may facilitate the discovery of novel CD8+ TCEs in a cost-effective manner. Here, Pretoria (Predictor of CD8+ TCEs of eukaryotic pathogens) is proposed as the first stack-based approach for accurate and large-scale identification of CD8+ TCEs of eukaryotic pathogens. In particular, Pretoria enabled the extraction and exploration of crucial information embedded in CD8+ TCEs by employing a comprehensive set of 12 well-known feature descriptors extracted from multiple groups, including physicochemical properties, composition-transition-distribution, pseudo-amino acid composition, and amino acid composition. These feature descriptors were then utilized to construct a pool of 144 different machine learning (ML)-based classifiers based on 12 popular ML algorithms. Finally, the feature selection method was used to effectively determine the important ML classifiers for the construction of our stacked model. The experimental results indicated that Pretoria is an accurate and effective computational approach for CD8+ TCE prediction; it was superior to several conventional ML classifiers and the existing method in terms of the independent test, with an accuracy of 0.866, MCC of 0.732, and AUC of 0.921. Additionally, to maximize user convenience for high-throughput identification of CD8+ TCEs of eukaryotic pathogens, a user-friendly web server of Pretoria (http://pmlabstack.pythonanywhere.com/Pretoria) was developed and made freely available.
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Affiliation(s)
- Phasit Charoenkwan
- Modern Management and Information Technology, College of Arts, Media and Technology, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Nalini Schaduangrat
- Center for Research Innovation and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand
| | - Nhat Truong Pham
- Computational Biology and Bioinformatics Laboratory, Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon 16419, Gyeonggi-do, Republic of Korea
| | - Balachandran Manavalan
- Computational Biology and Bioinformatics Laboratory, Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon 16419, Gyeonggi-do, Republic of Korea.
| | - Watshara Shoombuatong
- Center for Research Innovation and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand.
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10
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Malcolm J, Nyirenda MH, Brown JL, Adrados-Planell A, Campbell L, Butcher JP, Glass DG, Piela K, Goodyear CS, Wright AJ, McInnes IB, Millington OR, Culshaw S. C-terminal citrullinated peptide alters antigen-specific APC:T cell interactions leading to breach of immune tolerance. J Autoimmun 2023; 135:102994. [PMID: 36706535 DOI: 10.1016/j.jaut.2023.102994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/03/2022] [Accepted: 01/05/2023] [Indexed: 01/27/2023]
Abstract
In rheumatoid arthritis, the emergence of anti-citrullinated autoimmunity is associated with HLA-antigen-T cell receptor complexes. The precise mechanisms underpinning this breach of tolerance are not well understood. Porphyromonas gingivalis expresses an enzyme capable of non-endogenous C-terminal citrullination with potential to generate citrullinated autoantigens. Here we document how C-terminal citrullination of ovalbumin peptide323-339 alters the interaction between antigen-presenting cells and OTII T cells to induce functional changes in responding T cells. These data reveal that C-terminal citrullination is sufficient to breach T cell peripheral tolerance in vivo and reveal the potential of C-terminal citrullination to lower the threshold for T cell activation. Finally, we demonstrate a role for the IL-2/STAT5/CD25 signalling axis in breach of tolerance. Together, our data identify a tractable mechanism and targetable pathways underpinning breach of tolerance in rheumatoid arthritis and provide new conceptual insight into the origins of anti-citrullinated autoimmunity.
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Affiliation(s)
- J Malcolm
- Oral Sciences, University of Glasgow Dental School, School of Medicine, Dentistry and Nursing, College of Medical, Veterinary and Life Sciences, University of Glasgow, UK; Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
| | - M H Nyirenda
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK; Research Into Inflammatory Arthritis Centre Versus Arthritis (RACE), Universities of Glasgow, Birmingham, Newcastle and Oxford, UK
| | - J L Brown
- Oral Sciences, University of Glasgow Dental School, School of Medicine, Dentistry and Nursing, College of Medical, Veterinary and Life Sciences, University of Glasgow, UK; Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - A Adrados-Planell
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK; Department of Genomics and Health, FISABIO Foundation, Avda Cataluña 21, 46020, Valencia, Spain
| | - L Campbell
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - J P Butcher
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK; Department of Biological and Biomedical Sciences, School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - D G Glass
- Centre for Biophotonics, Strathclyde Institute of Pharmacy & Biomedical Sciences (SIPBS), University of Strathclyde, Glasgow, United Kingdom
| | - K Piela
- Oral Sciences, University of Glasgow Dental School, School of Medicine, Dentistry and Nursing, College of Medical, Veterinary and Life Sciences, University of Glasgow, UK
| | - C S Goodyear
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK; Research Into Inflammatory Arthritis Centre Versus Arthritis (RACE), Universities of Glasgow, Birmingham, Newcastle and Oxford, UK
| | - A J Wright
- Centre for Biophotonics, Strathclyde Institute of Pharmacy & Biomedical Sciences (SIPBS), University of Strathclyde, Glasgow, United Kingdom; Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham, UK
| | - I B McInnes
- Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - O R Millington
- Centre for Biophotonics, Strathclyde Institute of Pharmacy & Biomedical Sciences (SIPBS), University of Strathclyde, Glasgow, United Kingdom
| | - S Culshaw
- Oral Sciences, University of Glasgow Dental School, School of Medicine, Dentistry and Nursing, College of Medical, Veterinary and Life Sciences, University of Glasgow, UK; Centre for Immunobiology, School of Infection and Immunity, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
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11
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Foster A, Bhattacharjee P, Tresoldi E, Pakusch M, Cameron FJ, Mannering SI. Glutamine deamidation does not increase the immunogenicity of C-peptide in people with type 1 diabetes. J Transl Autoimmun 2022; 6:100180. [PMID: 36619657 PMCID: PMC9811213 DOI: 10.1016/j.jtauto.2022.100180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/18/2022] [Accepted: 12/19/2022] [Indexed: 12/28/2022] Open
Abstract
Type 1 diabetes (T1D) is a T-cell mediated autoimmune disease in which the insulin-producing beta cells are destroyed. While it is clear that full-length C-peptide, derived from proinsulin, is a major antigen in human T1D it is not clear how and why C-peptide becomes a target of the autoimmune CD4+ T-cell responses in T1D. Neoepitopes formed by the conversion of glutamine (Q) residues to glutamic acid (E) by deamidation are central to the immune pathogenesis of coeliac disease and have been implicated in autoimmune responses in T1D. Here, we asked if the immunogenicity of full-length C-peptide, which comprises four glutamine residues, was enhanced by deamidation, which we mimicked by substituting glutamic acid for glutamine residue. First, we used a panel of 18 well characterized CD4+ T-cell lines specific for epitopes derived from human C-peptide. In all cases, when the substitution fell within the cognate epitope the response was diminished, or in a few cases unchanged. In contrast, when the substitution fell outside the epitope recognized by the TCR responses were unchanged or slightly augmented. Second, we compared CD4+ T-cell proliferation responses, against deamidated and unmodified C-peptide, in the peripheral blood of people with or without T1D using the CFSE-based proliferation assay. While, as reported previously, responses were detected to unmodified C-peptide, no deamidated C-peptide was consistently more stimulatory than native C-peptide. Overall responses were weaker to deamidated C-peptide compared to unmodified C-peptide. Hence, we conclude that deamidated C-peptide does not play a role in beta-cell autoimmunity in people with T1D.
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Affiliation(s)
- Abby Foster
- Immunology and Diabetes Unit, St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Australia
| | - Pushpak Bhattacharjee
- Immunology and Diabetes Unit, St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Australia
| | - Eleonora Tresoldi
- Immunology and Diabetes Unit, St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Australia
| | - Miha Pakusch
- Immunology and Diabetes Unit, St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Australia
| | - Fergus J. Cameron
- Department of Endocrinology and Diabetes, Royal Children's Hospital, Australia,Murdoch Children's Research Institute, Parkville, VIC, Australia,Department of Paediatrics, University of Melbourne, Melbourne, VIC, Australia
| | - Stuart I. Mannering
- Immunology and Diabetes Unit, St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Australia,Department of Medicine, University of Melbourne, St. Vincent's Hospital, Fitzroy, Victoria, 3065, Australia,Corresponding author. St. Vincent's Institute of Medical Research, 9 Princes St, Fitzroy, Victoria, 3065, Melbourne, Australia
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12
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Tye EXC, Jinks E, Haigh TA, Kaul B, Patel P, Parry HM, Newby ML, Crispin M, Kaur N, Moss P, Drennan SJ, Taylor GS, Long HM. Mutations in SARS-CoV-2 spike protein impair epitope-specific CD4 + T cell recognition. Nat Immunol 2022; 23:1726-1734. [PMID: 36456735 DOI: 10.1038/s41590-022-01351-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 10/04/2022] [Indexed: 12/05/2022]
Abstract
CD4+ T cells are essential for protection against viruses, including SARS-CoV-2. The sensitivity of CD4+ T cells to mutations in SARS-CoV-2 variants of concern (VOCs) is poorly understood. Here, we isolated 159 SARS-CoV-2-specific CD4+ T cell clones from healthcare workers previously infected with wild-type SARS-CoV-2 (D614G) and defined 21 epitopes in spike, membrane and nucleoprotein. Lack of CD4+ T cell cross-reactivity between SARS-CoV-2 and endemic beta-coronaviruses suggested these responses arose from naïve rather than pre-existing cross-reactive coronavirus-specific T cells. Of the 17 epitopes located in the spike protein, 10 were mutated in VOCs and CD4+ T cell clone recognition of 7 of them was impaired, including 3 of the 4 epitopes mutated in omicron. Our results indicated that broad targeting of epitopes by CD4+ T cells likely limits evasion by current VOCs. However, continued genomic surveillance is vital to identify new mutations able to evade CD4+ T cell immunity.
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Affiliation(s)
- Emily X C Tye
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Elizabeth Jinks
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Tracey A Haigh
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Baksho Kaul
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Prashant Patel
- Institute of Cancer and Genomics, University of Birmingham, Birmingham, UK
| | - Helen M Parry
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Maddy L Newby
- School of Biological Sciences, University of Southampton, Southampton, UK
| | - Max Crispin
- School of Biological Sciences, University of Southampton, Southampton, UK
| | - Nayandeep Kaur
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Paul Moss
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Samantha J Drennan
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Graham S Taylor
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Heather M Long
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.
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13
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Halabi S, Kaufman J. New vistas unfold: Chicken MHC molecules reveal unexpected ways to present peptides to the immune system. Front Immunol 2022; 13:886672. [PMID: 35967451 PMCID: PMC9372762 DOI: 10.3389/fimmu.2022.886672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 07/07/2022] [Indexed: 11/27/2022] Open
Abstract
The functions of a wide variety of molecules with structures similar to the classical class I and class II molecules encoded by the major histocompatibility complex (MHC) have been studied by biochemical and structural studies over decades, with many aspects for humans and mice now enshrined in textbooks as dogma. However, there is much variation of the MHC and MHC molecules among the other jawed vertebrates, understood in the most detail for the domestic chicken. Among the many unexpected features in chickens is the co-evolution between polymorphic TAP and tapasin genes with a dominantly-expressed class I gene based on a different genomic arrangement compared to typical mammals. Another important discovery was the hierarchy of class I alleles for a suite of properties including size of peptide repertoire, stability and cell surface expression level, which is also found in humans although not as extreme, and which led to the concept of generalists and specialists in response to infectious pathogens. Structural studies of chicken class I molecules have provided molecular explanations for the differences in peptide binding compared to typical mammals. These unexpected phenomena include the stringent binding with three anchor residues and acidic residues at the peptide C-terminus for fastidious alleles, and the remodelling binding sites, relaxed binding of anchor residues in broad hydrophobic pockets and extension at the peptide C-terminus for promiscuous alleles. The first few studies for chicken class II molecules have already uncovered unanticipated structural features, including an allele that binds peptides by a decamer core. It seems likely that the understanding of how MHC molecules bind and present peptides to lymphocytes will broaden considerably with further unexpected discoveries through biochemical and structural studies for chickens and other non-mammalian vertebrates.
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Affiliation(s)
- Samer Halabi
- Institute for Immunology and Infection Research, University of Edinburgh, Edinburgh, United Kingdom
- Department of Pathology, University of Cambridge, Cambridge, United Kingdom
| | - Jim Kaufman
- Institute for Immunology and Infection Research, University of Edinburgh, Edinburgh, United Kingdom
- Department of Pathology, University of Cambridge, Cambridge, United Kingdom
- Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
- *Correspondence: Jim Kaufman,
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14
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Hu RS, Wu J, Zhang L, Zhou X, Zhang Y. CD8TCEI-EukPath: A Novel Predictor to Rapidly Identify CD8+ T-Cell Epitopes of Eukaryotic Pathogens Using a Hybrid Feature Selection Approach. Front Genet 2022; 13:935989. [PMID: 35937988 PMCID: PMC9354802 DOI: 10.3389/fgene.2022.935989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 05/24/2022] [Indexed: 12/02/2022] Open
Abstract
Computational prediction to screen potential vaccine candidates has been proven to be a reliable way to provide guarantees for vaccine discovery in infectious diseases. As an important class of organisms causing infectious diseases, pathogenic eukaryotes (such as parasitic protozoans) have evolved the ability to colonize a wide range of hosts, including humans and animals; meanwhile, protective vaccines are urgently needed. Inspired by the immunological idea that pathogen-derived epitopes are able to mediate the CD8+ T-cell-related host adaptive immune response and with the available positive and negative CD8+ T-cell epitopes (TCEs), we proposed a novel predictor called CD8TCEI-EukPath to detect CD8+ TCEs of eukaryotic pathogens. Our method integrated multiple amino acid sequence-based hybrid features, employed a well-established feature selection technique, and eventually built an efficient machine learning classifier to differentiate CD8+ TCEs from non-CD8+ TCEs. Based on the feature selection results, 520 optimal hybrid features were used for modeling by utilizing the LightGBM algorithm. CD8TCEI-EukPath achieved impressive performance, with an accuracy of 79.255% in ten-fold cross-validation and an accuracy of 78.169% in the independent test. Collectively, CD8TCEI-EukPath will contribute to rapidly screening epitope-based vaccine candidates, particularly from large peptide-coding datasets. To conduct the prediction of CD8+ TCEs conveniently, an online web server is freely accessible (http://lab.malab.cn/∼hrs/CD8TCEI-EukPath/).
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Affiliation(s)
- Rui-Si Hu
- Yangtze Delta Region Institute, University of Electronic Science and Technology of China, Quzhou, China
| | - Jin Wu
- School of Management, Shenzhen Polytechnic, Shenzhen, China
| | - Lichao Zhang
- School of Intelligent Manufacturing and Equipment, Shenzhen Institute of Information Technology, Shenzhen, China
| | - Xun Zhou
- Beidahuang Industry Group General Hospital, Harbin, China
- *Correspondence: Xun Zhou, ; Ying Zhang,
| | - Ying Zhang
- Department of Anesthesiology, Hospital (T.C.M) Affiliated of Southwest Medical University, Luzhou, China
- *Correspondence: Xun Zhou, ; Ying Zhang,
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15
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Lantz O, Teyton L. Identification of T cell antigens in the 21st century, as difficult as ever. Semin Immunol 2022; 60:101659. [PMID: 36183497 PMCID: PMC10332289 DOI: 10.1016/j.smim.2022.101659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Identifying antigens recognized by T cells is still challenging, particularly for innate like T cells that do not recognize peptides but small metabolites or lipids in the context of MHC-like molecules or see non-MHC restricted antigens. The fundamental reason for this situation is the low affinity of T cell receptors for their ligands coupled with a level of degeneracy that makes them bind to similar surfaces on antigen presenting cells. Herein we will describe non-exhaustively some of the methods that were used to identify peptide antigens and briefly mention the high throughput methods more recently proposed for that purpose. We will then present how the molecules recognized by innate like T cells (NKT, MAIT and γδ T cells) were discovered. We will show that serendipity was instrumental in many cases.
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Affiliation(s)
- Olivier Lantz
- INSERM U932, PSL University, Institut Curie, 75005 Paris, France; Laboratoire d'Immunologie Clinique, Institut Curie, Paris 75005, France; Centre d'investigation Clinique en Biothérapie Gustave-Roussy Institut Curie (CIC-BT1428) Institut Curie, Paris 75005, France
| | - Luc Teyton
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA.
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16
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Abstract
Motivation Computationally predicting major histocompatibility complex (MHC)-peptide binding affinity is an important problem in immunological bioinformatics. Recent cutting-edge deep learning-based methods for this problem are unable to achieve satisfactory performance for MHC class II molecules. This is because such methods generate the input by simply concatenating the two given sequences: (the estimated binding core of) a peptide and (the pseudo sequence of) an MHC class II molecule, ignoring biological knowledge behind the interactions of the two molecules. We thus propose a binding core-aware deep learning-based model, DeepMHCII, with a binding interaction convolution layer, which allows to integrate all potential binding cores (in a given peptide) with the MHC pseudo (binding) sequence, through modeling the interaction with multiple convolutional kernels. Results Extensive empirical experiments with four large-scale datasets demonstrate that DeepMHCII significantly outperformed four state-of-the-art methods under numerous settings, such as 5-fold cross-validation, leave one molecule out, validation with independent testing sets and binding core prediction. All these results and visualization of the predicted binding cores indicate the effectiveness of our model, DeepMHCII, and the importance of properly modeling biological facts in deep learning for high predictive performance and efficient knowledge discovery. Availability and implementation DeepMHCII is publicly available at https://github.com/yourh/DeepMHCII. Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Ronghui You
- Institute of Science and Technology for Brain-Inspired Intelligence and MOE Frontiers Center for Brain Sciences, Fudan University, Shanghai 200433, China
| | - Wei Qu
- Institute of Science and Technology for Brain-Inspired Intelligence and MOE Frontiers Center for Brain Sciences, Fudan University, Shanghai 200433, China
- Shanghai Qi Zhi Institute, Shanghai 200030, China
| | - Hiroshi Mamitsuka
- Bioinformatics Center, Institute for Chemical Research, Kyoto University, Uji, Kyoto Prefecture, Japan
- Department of Computer Science, Aalto University, Espoo, Finland
| | - Shanfeng Zhu
- To whom correspondence should be addressed. E-mail:
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17
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Yeung MY. Histocompatibility Assessment in Precision Medicine for Transplantation: Towards a Better Match. Semin Nephrol 2022; 42:44-62. [DOI: 10.1016/j.semnephrol.2022.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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18
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Laghmouchi A, Graça NAG, Voorberg J. Emerging Concepts in Immune Thrombotic Thrombocytopenic Purpura. Front Immunol 2021; 12:757192. [PMID: 34858410 PMCID: PMC8631936 DOI: 10.3389/fimmu.2021.757192] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 10/27/2021] [Indexed: 12/23/2022] Open
Abstract
Immune thrombotic thrombocytopenic purpura (iTTP) is an autoimmune disorder of which the etiology is not fully understood. Autoantibodies targeting ADAMTS13 in iTTP patients have extensively been studied, the immunological mechanisms leading to the breach of tolerance remain to be uncovered. This review addresses the current knowledge on genetic factors associated with the development of iTTP and the interplay between the patient’s immune system and environmental factors in the induction of autoimmunity against ADAMTS13. HLA-DRB1*11 has been identified as a risk factor for iTTP in the Caucasian population. Interestingly, HLA-DRB1*08:03 was recently identified as a risk factor in the Japanese population. Combined in vitro and in silico MHC class II peptide presentation approaches suggest that an ADAMTS13-derived peptide may bind to both HLA-DRB1*11 and HLA-DRB1*08:03 through different anchor-residues. It is apparent that iTTP is associated with the presence of infectious microorganisms, viruses being the most widely associated with development of iTTP. Infections may potentially lead to loss of tolerance resulting in the shift from immune homeostasis to autoimmunity. In the model we propose in this review, infections disrupt the epithelial barriers in the gut or lung, promoting exposure of antigen presenting cells in the mucosa-associated lymphoid tissue to the microorganisms. This may result in breach of tolerance through the presentation of microorganism-derived peptides that are homologous to ADAMTS13 on risk alleles for iTTP.
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Affiliation(s)
- Aicha Laghmouchi
- Department of Molecular Hematology, Sanquin-Academic Medical Center Landsteiner Laboratory, Amsterdam, Netherlands
| | - Nuno A G Graça
- Department of Molecular Hematology, Sanquin-Academic Medical Center Landsteiner Laboratory, Amsterdam, Netherlands
| | - Jan Voorberg
- Department of Molecular Hematology, Sanquin-Academic Medical Center Landsteiner Laboratory, Amsterdam, Netherlands
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19
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Danelli L, Cornish G, Merkenschlager J, Kassiotis G. Default polyfunctional T helper 1 response to ample signal 1 alone. Cell Mol Immunol 2021; 18:1809-1822. [PMID: 32313208 PMCID: PMC8245500 DOI: 10.1038/s41423-020-0415-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Accepted: 03/14/2020] [Indexed: 12/27/2022] Open
Abstract
CD4+ T cells integrate well-defined signals from the T-cell receptor (TCR) (signal 1) and a host of costimulatory molecules (signal 2) to initiate clonal expansion and differentiation into diverse functional T helper (Th) subsets. However, our ability to guide the expansion of context-appropriate Th subsets by deploying these signals in vaccination remains limited. Using cell-based vaccines, we selectively amplified signal 1 by exclusive presentation of an optimized peptide:MHC II (pMHC II) complex in the absence of classic costimulation. Contrary to expectations, amplified signal 1 alone was strongly immunogenic and selectively expanded high-affinity TCR clonotypes, despite delivering intense TCR signals. In contrast to natural infection or standard vaccines, amplified signal 1, presented by a variety of professional and nonprofessional antigen-presenting cells (APCs), induced exclusively polyfunctional Th1 effector and memory cells, which protected against retroviral infection and tumor challenge, and expanded tumor-reactive CD4+ T cells otherwise rendered unresponsive in tumor-bearing hosts. Together, our findings uncover a default Th1 response to ample signal 1 and offer a means to selectively prime such protective responses by vaccination.
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Affiliation(s)
- Luca Danelli
- Retroviral Immunology, The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Georgina Cornish
- Retroviral Immunology, The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
| | - Julia Merkenschlager
- Retroviral Immunology, The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY, 10065, USA
| | - George Kassiotis
- Retroviral Immunology, The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK.
- Department of Medicine, Faculty of Medicine, Imperial College London, London, W2 1PG, UK.
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20
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Enders MH, Bayarsaikhan G, Ghilas S, Chua YC, May R, de Menezes MN, Ge Z, Tan PS, Cozijnsen A, Mollard V, Yui K, McFadden GI, Lahoud MH, Caminschi I, Purcell AW, Schittenhelm RB, Beattie L, Heath WR, Fernandez-Ruiz D. Plasmodium berghei Hsp90 contains a natural immunogenic I-Ab-restricted antigen common to rodent and human Plasmodium species. CURRENT RESEARCH IN IMMUNOLOGY 2021; 2:79-92. [PMID: 35492393 PMCID: PMC9040146 DOI: 10.1016/j.crimmu.2021.06.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 06/26/2021] [Accepted: 06/28/2021] [Indexed: 01/13/2023] Open
Abstract
Thorough understanding of the role of CD4 T cells in immunity can be greatly assisted by the study of responses to defined specificities. This requires knowledge of Plasmodium-derived immunogenic epitopes, of which only a few have been identified, especially for the mouse C57BL/6 background. We recently developed a TCR transgenic mouse line, termed PbT-II, that produces CD4+ T cells specific for an MHC class II (I-Ab)-restricted Plasmodium epitope and is responsive to both sporozoites and blood-stage P. berghei. Here, we identify a peptide within the P. berghei heat shock protein 90 as the cognate epitope recognised by PbT-II cells. We show that C57BL/6 mice infected with P. berghei blood-stage induce an endogenous CD4 T cell response specific for this epitope, indicating cells of similar specificity to PbT-II cells are present in the naïve repertoire. Adoptive transfer of in vitro activated TH1-, or particularly TH2-polarised PbT-II cells improved control of P. berghei parasitemia in C57BL/6 mice and drastically reduced the onset of experimental cerebral malaria. Our results identify a versatile, potentially protective MHC-II restricted epitope useful for exploration of CD4 T cell-mediated immunity and vaccination strategies against malaria. Identification of a novel MHC-II-restricted epitope in P. berghei Hsp90 that is the cognate antigen of PbT-II CD4+ T cells. This epitope is conserved among mouse malaria parasites and in Plasmodium falciparum, which causes human malaria. Exposure to liver or blood stage P. berghei infection expands a population of endogenous Hsp90-specific CD4+ T cells. Dendritic cell-targeted vaccination generates memory PbT-II cells and endogenous Hsp90-specific CD4+ T cells. TH1- and TH2-polarised PbT-II cells reduce P. berghei parasitaemia and mitigate development of experimental cerebral malaria.
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21
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MHCII3D-Robust Structure Based Prediction of MHC II Binding Peptides. Int J Mol Sci 2020; 22:ijms22010012. [PMID: 33374958 PMCID: PMC7792572 DOI: 10.3390/ijms22010012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/17/2020] [Accepted: 12/17/2020] [Indexed: 02/02/2023] Open
Abstract
Knowledge of MHC II binding peptides is highly desired in immunological research, particularly in the context of cancer, autoimmune diseases, or allergies. The most successful prediction methods are based on machine learning methods trained on sequences of experimentally characterized binding peptides. Here, we describe a complementary approach called MHCII3D, which is based on structural scaffolds of MHC II-peptide complexes and statistical scoring functions (SSFs). The MHC II alleles reported in the Immuno Polymorphism Database are processed in a dedicated 3D-modeling pipeline providing a set of scaffold complexes for each distinct allotype sequence. Antigen protein sequences are threaded through the scaffolds and evaluated by optimized SSFs. We compared the predictive power of MHCII3D with different sequence-based machine learning methods. The Pearson correlation to experimentally determine IC50 values for MHC II Automated Server Benchmarks data sets from IEDB (Immune Epitope Database) is 0.42, which is in the competitor methods range. We show that MHCII3D is quite robust in leaving one molecule out tests and is therefore not prone to overfitting. Finally, we provide evidence that MHCII3D can complement the current sequence-based methods and help to identify problematic entries in IEDB. Scaffolds and MHCII3D executables can be freely downloaded from our web pages.
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22
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Abstract
The rapid development of nanobiotechnology has enabled progress in therapeutic cancer vaccines. These vaccines stimulate the host innate immune response by tumor antigens followed by a cascading adaptive response against cancer. However, an improved antitumor immune response is still in high demand because of the unsatisfactory clinical performance of the vaccine in tumor inhibition and regression. To date, a complicated tumor immunosuppressive environment and suboptimal design are the main obstacles for therapeutic cancer vaccines. The optimization of tumor antigens, vaccine delivery pathways, and proper adjuvants for innate immune response initiation, along with reprogramming of the tumor immunosuppressive environment, is essential for therapeutic cancer vaccines in triggering an adequate antitumor immune response. In this review, we aim to review the challenges in and strategies for enhancing the efficacy of therapeutic vaccines. We start with the summary of the available tumor antigens and their properties and then the optimal strategies for vaccine delivery. Subsequently, the vaccine adjuvants focused on the intrinsic adjuvant properties of nanostructures are further discussed. Finally, we summarize the combination strategies with therapeutic cancer vaccines and discuss their positive impact in cancer immunity.
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Affiliation(s)
- Jie Wang
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biological Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing 1001190, China.,Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Muhetaerjiang Mamuti
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biological Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing 1001190, China.,Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Hao Wang
- CAS Center for Excellence in Nanoscience, CAS Key Laboratory for Biological Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), No. 11 Beiyitiao, Zhongguancun, Beijing 1001190, China.,Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
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23
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Chatterjee D, Priyadarshini P, Das DK, Mushtaq K, Singh B, Agrewala JN. Deciphering the Structural Enigma of HLA Class-II Binding Peptides for Enhanced Immunoinformatics-based Prediction of Vaccine Epitopes. J Proteome Res 2020; 19:4655-4669. [PMID: 33103906 PMCID: PMC7640962 DOI: 10.1021/acs.jproteome.0c00405] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Indexed: 12/24/2022]
Abstract
Vaccines remain the most efficacious means to avoid and eliminate morbid diseases associated with high morbidity and mortality. Clinical trials indicate the gaining impetus of peptide vaccines against diseases for which an effective treatment still remains obscure. CD4 T-cell-based peptide vaccines involve immunization with antigenic determinants from pathogens or neoplastic cells that possess the ability to elicit a robust T helper cell response, which subsequently activates other arms of the immune system. The available in silico predictors of human leukocyte antigen II (HLA-II) binding peptides are sequence-based techniques, which ostensibly have balanced sensitivity and specificity. Structural analysis and understanding of the cognate peptide and HLA-II interactions are essential to empirically derive a successful peptide vaccine. However, the availability of structure-based epitope prediction algorithms is inadequate compared with sequence-based prediction methods. The present study is an attempt to understand the structural aspects of HLA-II binders by analyzing the Protein Data Bank (PDB) complexes of pHLA-II. Furthermore, we mimic the peptide exchange mechanism and demonstrate the structural implication of an acidic environment on HLA-II binders. Finally, we discuss a structure-guided approach to decipher potential HLA-II binders within an antigenic protein. This strategy may accurately predict the peptide epitopes and thus aid in designing successful peptide vaccines.
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Affiliation(s)
- Deepyan Chatterjee
- Immunology Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
- Bioinformatics Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
| | - Pragya Priyadarshini
- Bioinformatics Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
| | - Deepjyoti K. Das
- Immunology Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
| | - Khurram Mushtaq
- Immunology Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
| | - Balvinder Singh
- Bioinformatics Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
| | - Javed N. Agrewala
- Immunology Laboratory, CSIR-Institute of Microbial Technology, Chandigarh 160036, India
- Indian Institute of Technology Ropar, Rupnagar 140001, India
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24
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MacLachlan BJ, Dolton G, Papakyriakou A, Greenshields-Watson A, Mason GH, Schauenburg A, Besneux M, Szomolay B, Elliott T, Sewell AK, Gallimore A, Rizkallah P, Cole DK, Godkin A. Human leukocyte antigen (HLA) class II peptide flanking residues tune the immunogenicity of a human tumor-derived epitope. J Biol Chem 2019; 294:20246-20258. [PMID: 31619516 PMCID: PMC6937582 DOI: 10.1074/jbc.ra119.009437] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 09/18/2019] [Indexed: 01/03/2023] Open
Abstract
CD4+ T-cells recognize peptide antigens, in the context of human leukocyte antigen (HLA) class II molecules (HLA-II), which through peptide-flanking residues (PFRs) can extend beyond the limits of the HLA binding. The role of the PFRs during antigen recognition is not fully understood; however, recent studies have indicated that these regions can influence T-cell receptor (TCR) affinity and pHLA-II stability. Here, using various biochemical approaches including peptide sensitivity ELISA and ELISpot assays, peptide-binding assays and HLA-II tetramer staining, we focused on CD4+ T-cell responses against a tumor antigen, 5T4 oncofetal trophoblast glycoprotein (5T4), which have been associated with improved control of colorectal cancer. Despite their weak TCR-binding affinity, we found that anti-5T4 CD4+ T-cells are polyfunctional and that their PFRs are essential for TCR recognition of the core bound nonamer. The high-resolution (1.95 Å) crystal structure of HLA-DR1 presenting the immunodominant 20-mer peptide 5T4111-130, combined with molecular dynamic simulations, revealed how PFRs explore the HLA-proximal space to contribute to antigen reactivity. These findings advance our understanding of what constitutes an HLA-II epitope and indicate that PFRs can tune weak affinity TCR-pHLA-II interactions.
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Affiliation(s)
- Bruce J MacLachlan
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Garry Dolton
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Athanasios Papakyriakou
- Institute of Biosciences and Applications, NCSR "Demokritos," Agia Paraskevi, 15341 Athens, Greece
| | - Alexander Greenshields-Watson
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Georgina H Mason
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Andrea Schauenburg
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Matthieu Besneux
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Barbara Szomolay
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Tim Elliott
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, United Kingdom
- Centre for Cancer Immunology, University of Southampton, Faculty of Medicine, University Hospital, Southampton SO16 6YD, United Kingdom
| | - Andrew K Sewell
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Awen Gallimore
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Pierre Rizkallah
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - David K Cole
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
| | - Andrew Godkin
- Division of Infection and Immunity and Systems Immunity Research Institute, Cardiff University, Cardiff CF14 4XN, United Kingdom
- Department of Gastroenterology and Hepatology, University Hospital of Wales, CF14 4XN Cardiff, United Kingdom
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25
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Planas R, Santos R, Tomas-Ojer P, Cruciani C, Lutterotti A, Faigle W, Schaeren-Wiemers N, Espejo C, Eixarch H, Pinilla C, Martin R, Sospedra M. GDP-l-fucose synthase is a CD4 + T cell-specific autoantigen in DRB3*02:02 patients with multiple sclerosis. Sci Transl Med 2019; 10:10/462/eaat4301. [PMID: 30305453 DOI: 10.1126/scitranslmed.aat4301] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 09/12/2018] [Indexed: 12/12/2022]
Abstract
Multiple sclerosis is an immune-mediated autoimmune disease of the central nervous system that develops in genetically susceptible individuals and likely requires environmental triggers. The autoantigens and molecular mimics triggering the autoimmune response in multiple sclerosis remain incompletely understood. By using a brain-infiltrating CD4+ T cell clone that is clonally expanded in multiple sclerosis brain lesions and a systematic approach for the identification of its target antigens, positional scanning peptide libraries in combination with biometrical analysis, we have identified guanosine diphosphate (GDP)-l-fucose synthase as an autoantigen that is recognized by cerebrospinal fluid-infiltrating CD4+ T cells from HLA-DRB3*-positive patients. Significant associations were found between reactivity to GDP-l-fucose synthase peptides and DRB3*02:02 expression, along with reactivity against an immunodominant myelin basic protein peptide. These results, coupled with the cross-recognition of homologous peptides from gut microbiota, suggest a possible role of this antigen as an inducer or driver of pathogenic autoimmune responses in multiple sclerosis.
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Affiliation(s)
- Raquel Planas
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Radleigh Santos
- Torrey Pines Institute for Molecular Studies, 11350 SW Village Parkway Port St. Lucie, FL 34987, USA
| | - Paula Tomas-Ojer
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Carolina Cruciani
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Andreas Lutterotti
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Wolfgang Faigle
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Nicole Schaeren-Wiemers
- Department of Biomedicine, University Hospital Basel, Hebelstrasse 20, 4031 Basel, Switzerland
| | - Carmen Espejo
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya, Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Herena Eixarch
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya, Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Clemencia Pinilla
- Torrey Pines Institute for Molecular Studies, 11350 SW Village Parkway Port St. Lucie, FL 34987, USA
| | - Roland Martin
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland
| | - Mireia Sospedra
- Neuroimmunology and MS Research (nims), Department of Neurology, University Hospital Zurich, Frauenklinikstrasse 26, 8091 Zürich, Switzerland.
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26
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Kampstra ASB, van Heemst J, Janssen GM, de Ru AH, van Lummel M, van Veelen PA, Toes REM. Ligandomes obtained from different HLA-class II-molecules are homologous for N- and C-terminal residues outside the peptide-binding cleft. Immunogenetics 2019; 71:519-530. [PMID: 31520135 PMCID: PMC6790208 DOI: 10.1007/s00251-019-01129-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 08/23/2019] [Indexed: 12/31/2022]
Abstract
Human CD4+ T lymphocytes play an important role in inducing potent immune responses. T cells are activated and stimulated by peptides presented in human leucocyte antigen (HLA)-class II molecules. These HLA-class II molecules typically present peptides of between 12 and 20 amino acids in length. The region that interacts with the HLA molecule, designated as the peptide-binding core, is highly conserved in the residues which anchor the peptide to the molecule. In addition, as these peptides are the product of proteolytic cleavages, certain conserved residues may be expected at the N- and C-termini outside the binding core. To study whether similar conserved residues are present in different cell types, potentially harbouring different proteolytic enzymes, the ligandomes of HLA-DRB1*03:01/HLA-DRB > 1 derived from two different cell types (dendritic cells and EBV-transformed B cells) were identified with mass spectrometry and the binding core and N- and C-terminal residues of a total of 16,568 peptides were analysed using the frequencies of the amino acids in the human proteome. Similar binding motifs were found as well as comparable conservations in the N- and C-terminal residues. Furthermore, the terminal conservations of these ligandomes were compared to the N- and C-terminal conservations of the ligandome acquired from dendritic cells homozygous for HLA-DRB1*04:01. Again, comparable conservations were evident with only minor differences. Taken together, these data show that there are conservations in the terminal residues of peptides, presumably the result of the activity of proteases involved in antigen processing.
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Affiliation(s)
- Arieke S B Kampstra
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands.
| | - Jurgen van Heemst
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
| | - George M Janssen
- Center of Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Arnoud H de Ru
- Center of Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Menno van Lummel
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden, The Netherlands
| | - Peter A van Veelen
- Center of Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - René E M Toes
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
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27
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Longino NV, Yang J, Iyer JG, Ibrani D, Chow IT, Laing KJ, Campbell VL, Paulson KG, Kulikauskas RM, Church CD, James EA, Nghiem P, Kwok WW, Koelle DM. Human CD4 + T Cells Specific for Merkel Cell Polyomavirus Localize to Merkel Cell Carcinomas and Target a Required Oncogenic Domain. Cancer Immunol Res 2019; 7:1727-1739. [PMID: 31405946 DOI: 10.1158/2326-6066.cir-19-0103] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Revised: 05/07/2019] [Accepted: 08/06/2019] [Indexed: 12/30/2022]
Abstract
Although CD4+ T cells likely play key roles in antitumor immune responses, most immuno-oncology studies have been limited to CD8+ T-cell responses due to multiple technical barriers and a lack of shared antigens across patients. Merkel cell carcinoma (MCC) is an aggressive skin cancer caused by Merkel cell polyomavirus (MCPyV) oncoproteins in 80% of cases. Because MCPyV oncoproteins are shared across most patients with MCC, it is unusually feasible to identify, characterize, and potentially augment tumor-specific CD4+ T cells. Here, we report the identification of CD4+ T-cell responses against six MCPyV epitopes, one of which included a conserved, essential viral oncogenic domain that binds/disables the cellular retinoblastoma (Rb) tumor suppressor. We found that this epitope (WEDLT209-228) could be presented by three population-prevalent HLA class II alleles, making it a relevant target in 64% of virus-positive MCC patients. Cellular staining with a WEDLT209-228-HLA-DRB1*0401 tetramer indicated that specific CD4+ T cells were detectable in 78% (14 of 18) of evaluable MCC patients, were 250-fold enriched within MCC tumors relative to peripheral blood, and had diverse T-cell receptor sequences. We also identified a modification of this domain that still allowed recognition by these CD4+ T cells but disabled binding to the Rb tumor suppressor, a key step in the detoxification of a possible therapeutic vaccine. The use of these new tools for deeper study of MCPyV-specific CD4+ T cells may provide broader insight into cancer-specific CD4+ T-cell responses.
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Affiliation(s)
- Natalie V Longino
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington.,Department of Pathology, University of Washington, Seattle, Washington
| | - Junbao Yang
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, Washington
| | - Jayasri G Iyer
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington
| | - Dafina Ibrani
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington
| | - I-Ting Chow
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, Washington
| | - Kerry J Laing
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington
| | - Victoria L Campbell
- Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington
| | - Kelly G Paulson
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington.,Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington.,Department of Medicine, Division of Medical Oncology, University of Washington, Seattle, Washington
| | - Rima M Kulikauskas
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington
| | - Candice D Church
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington
| | - Eddie A James
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, Washington
| | - Paul Nghiem
- Department of Medicine, Division of Dermatology, University of Washington, Seattle, Washington. .,Department of Pathology, University of Washington, Seattle, Washington
| | - William W Kwok
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, Washington
| | - David M Koelle
- Translational Research Program, Benaroya Research Institute at Virginia Mason, Seattle, Washington.,Department of Medicine, Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington.,Department of Laboratory Medicine, University of Washington, Seattle, Washington.,Department of Global Health, University of Washington, Seattle, Washington.,Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
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28
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Zeng H, Gifford DK. Quantification of Uncertainty in Peptide-MHC Binding Prediction Improves High-Affinity Peptide Selection for Therapeutic Design. Cell Syst 2019; 9:159-166.e3. [PMID: 31176619 DOI: 10.1016/j.cels.2019.05.004] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 03/25/2019] [Accepted: 05/07/2019] [Indexed: 12/30/2022]
Abstract
The computational identification of peptides that can bind the major histocompatibility complex (MHC) with high affinity is an essential step in developing personal immunotherapies and vaccines. We introduce PUFFIN, a deep residual network-based computational approach that quantifies uncertainty in peptide-MHC affinity prediction that arises from observational noise and the lack of relevant training examples. With PUFFIN's uncertainty metrics, we define binding likelihood, the probability a peptide binds to a given MHC allele at a specified affinity threshold. Compared to affinity point estimates, we find that binding likelihood correlates better with the observed affinity and reduces false positives in high-affinity peptide design. When applied to examine an existing peptide vaccine, PUFFIN identifies an alternative vaccine formulation with higher binding likelihood. PUFFIN is freely available for download at http://github.com/gifford-lab/PUFFIN.
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Affiliation(s)
- Haoyang Zeng
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - David K Gifford
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA.
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29
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Kongkaew S, Rungrotmongkol T, Punwong C, Noguchi H, Takeuchi F, Kungwan N, Wolschann P, Hannongbua S. Interactions of HLA-DR and Topoisomerase I Epitope Modulated Genetic Risk for Systemic Sclerosis. Sci Rep 2019; 9:745. [PMID: 30679605 PMCID: PMC6345791 DOI: 10.1038/s41598-018-37038-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Accepted: 11/29/2018] [Indexed: 12/11/2022] Open
Abstract
The association of systemic sclerosis with anti-Topoisomerase 1 antibody (ATASSc) with specific alleles of human leukocyte antigen (HLA)-DR has been observed among various ethnics. The anti-Topoisomerase 1 antibody is a common autoantibody in SSc with diffuse cutaneous scleroderma, which is one of the clinical subtypes of SSc. On the other hand, an immunodominant peptide of topoisomerase 1 (Top1) self-protein (residues 349-368) was reported to have strong association with ATASSc. In this study, molecular dynamics simulation was performed on the complexes of Top1 peptide with various HLA-DR subtypes divided into ATASSc-associated alleles (HLA-DRB1*08:02, HLA-DRB1*11:01 and HLA-DRB1*11:04), suspected allele (HLA-DRB5*01:02), and non-associated allele (HLA-DRB1*01:01). The unique interaction for each system was compared to the others in terms of dynamical behaviors, binding free energies and solvation effects. Our results showed that three HLA-DR/Top1 complexes of ATASSc association mostly exhibited high protein stability and increased binding efficiency without solvent interruption, in contrast to non-association. The suspected case (HLA-DRB5*01:02) binds Top1 as strongly as the ATASSc association case, which implied a highly possible risk for ATASSc development. This finding might support ATASSc development mechanism leading to a guideline for the treatment and avoidance of pathogens like Top1 self-peptide risk for ATASSc.
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Affiliation(s)
- Sirilak Kongkaew
- Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.,The Center of Excellence in Computational Chemistry, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Thanyada Rungrotmongkol
- Biocatalyst and Environmental Biotechnology Research unit, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand. .,Ph.D. Program in Bioinformatics and Computational Biology, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.
| | - Chutintorn Punwong
- Department of Physics, Faculty of Science, Prince of Songkla University, Hat Yai, Songkhla, 90110, Thailand
| | - Hiroshi Noguchi
- School of Pharmacy, Nihon Pharmaceutical University, Saitama, 361-0806, Japan.,School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, 422-8526, Japan
| | - Fujio Takeuchi
- School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, 422-8526, Japan.,Faculty of Health and Nutrition, Tokyo Seiei University, Tokyo, 124-8530, Japan
| | - Nawee Kungwan
- Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai, 50200, Thailand.,Center of Excellence in Materials Science and Technology, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Peter Wolschann
- The Center of Excellence in Computational Chemistry, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.,Department of Pharmaceutical Chemistry, University of Vienna, Vienna, 1090, Austria.,Institute of Theoretical Chemistry, University of Vienna, Vienna, 1090, Austria
| | - Supot Hannongbua
- The Center of Excellence in Computational Chemistry, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.
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30
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Gouw JW, Jo J, Meulenbroek LAPM, Heijjer TS, Kremer E, Sandalova E, Knulst AC, Jeurink PV, Garssen J, Rijnierse A, Knippels LMJ. Identification of peptides with tolerogenic potential in a hydrolysed whey-based infant formula. Clin Exp Allergy 2018; 48:1345-1353. [PMID: 29974988 DOI: 10.1111/cea.13223] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 05/08/2018] [Accepted: 06/28/2018] [Indexed: 12/29/2022]
Abstract
BACKGROUND Failure to induce oral tolerance may result in food allergy. Hydrolysed cow's milk-based infant formulas are recommended in subjects with a high risk of developing allergic disease. Presentation of T cell epitopes is a prerequisite to generate regulatory T cells that could contribute to oral tolerance. OBJECTIVE To investigate whether a specific hydrolysed whey-based infant formula contains peptides that function as T cell epitopes to support the development of oral tolerance to whey. METHODS First, a novel liquid chromatography-mass spectrometry (LC-MS) method was developed to characterize β-lactoglobulin-derived peptides present in a specific infant formula with a focus on region AA#13-48 of β-lactoglobulin, which has previously been described to contain T cell epitopes with tolerogenic potential. Second, the formula was subjected to the ProImmune ProPresent® antigen presentation assay and MHC class II binding algorithm to identify relevant HLA-DRB1-restricted peptides. Third, identified peptides were tested on human cow's milk protein-specific T cell lines to determine T cell recognition. RESULTS Thirteen peptides of minimal 9AAs long that overlap with AA#13-48 of β-lactoglobulin were identified. Six of them were found across all batches analysed. It was further confirmed that these peptides were processed and presented by human dendritic cells. The identified HLA-DRB1-restricted peptides were correlated to AA#11-30 and AA#23-39 of β-lactoglobulin. Importantly, the proliferation assay showed that the synthetic peptides were recognized by cow's milk protein-specific T cell lines and induced T cell proliferation. CONCLUSION AND CLINICAL RELEVANCE This study demonstrates that the tested hydrolysed infant formula contains functional HLA-DRB1-restricted T cell epitopes, which can potentially support the development of oral tolerance to whey.
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Affiliation(s)
- Joost W Gouw
- Danone Nutricia Research, Utrecht, The Netherlands
| | - Juandy Jo
- Danone Nutricia Research, Singapore.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Laura A P M Meulenbroek
- Danone Nutricia Research, Utrecht, The Netherlands.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - T Sam Heijjer
- Danone Nutricia Research, Utrecht, The Netherlands.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Erica Kremer
- Danone Nutricia Research, Utrecht, The Netherlands
| | - Elena Sandalova
- Danone Nutricia Research, Singapore.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - André C Knulst
- Department of Dermatology and Allergology, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Prescilla V Jeurink
- Danone Nutricia Research, Utrecht, The Netherlands.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Johan Garssen
- Danone Nutricia Research, Utrecht, The Netherlands.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | | | - Léon M J Knippels
- Danone Nutricia Research, Utrecht, The Netherlands.,Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
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31
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Jensen KK, Andreatta M, Marcatili P, Buus S, Greenbaum JA, Yan Z, Sette A, Peters B, Nielsen M. Improved methods for predicting peptide binding affinity to MHC class II molecules. Immunology 2018; 154:394-406. [PMID: 29315598 PMCID: PMC6002223 DOI: 10.1111/imm.12889] [Citation(s) in RCA: 465] [Impact Index Per Article: 77.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 12/19/2017] [Accepted: 12/22/2017] [Indexed: 02/06/2023] Open
Abstract
Major histocompatibility complex class II (MHC-II) molecules are expressed on the surface of professional antigen-presenting cells where they display peptides to T helper cells, which orchestrate the onset and outcome of many host immune responses. Understanding which peptides will be presented by the MHC-II molecule is therefore important for understanding the activation of T helper cells and can be used to identify T-cell epitopes. We here present updated versions of two MHC-II-peptide binding affinity prediction methods, NetMHCII and NetMHCIIpan. These were constructed using an extended data set of quantitative MHC-peptide binding affinity data obtained from the Immune Epitope Database covering HLA-DR, HLA-DQ, HLA-DP and H-2 mouse molecules. We show that training with this extended data set improved the performance for peptide binding predictions for both methods. Both methods are publicly available at www.cbs.dtu.dk/services/NetMHCII-2.3 and www.cbs.dtu.dk/services/NetMHCIIpan-3.2.
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Affiliation(s)
| | - Massimo Andreatta
- Instituto de Investigaciones BiotecnológicasUniversidad Nacional de San MartínBuenos AiresArgentina
| | - Paolo Marcatili
- Department of Bio and Health InformaticsTechnical University of DenmarkLyngbyDenmark
| | - Søren Buus
- Department of Immunology and MicrobiologyFaculty of Health SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Jason A. Greenbaum
- Bioinformatics Core FacilityLa Jolla Institute for Allergy and ImmunologyLa JollaCAUSA
| | - Zhen Yan
- Bioinformatics Core FacilityLa Jolla Institute for Allergy and ImmunologyLa JollaCAUSA
| | - Alessandro Sette
- Division of Vaccine DiscoveryLa Jolla Institute for Allergy and ImmunologyLa JollaCAUSA
- Department of MedicineUniversity of California San DiegoLa JollaCAUSA
| | - Bjoern Peters
- Division of Vaccine DiscoveryLa Jolla Institute for Allergy and ImmunologyLa JollaCAUSA
- Department of MedicineUniversity of California San DiegoLa JollaCAUSA
| | - Morten Nielsen
- Department of Bio and Health InformaticsTechnical University of DenmarkLyngbyDenmark
- Instituto de Investigaciones BiotecnológicasUniversidad Nacional de San MartínBuenos AiresArgentina
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32
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Degoot AM, Chirove F, Ndifon W. Trans-Allelic Model for Prediction of Peptide:MHC-II Interactions. Front Immunol 2018; 9:1410. [PMID: 29988560 PMCID: PMC6026802 DOI: 10.3389/fimmu.2018.01410] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 06/06/2018] [Indexed: 12/30/2022] Open
Abstract
Major histocompatibility complex class two (MHC-II) molecules are trans-membrane proteins and key components of the cellular immune system. Upon recognition of foreign peptides expressed on the MHC-II binding groove, CD4+ T cells mount an immune response against invading pathogens. Therefore, mechanistic identification and knowledge of physicochemical features that govern interactions between peptides and MHC-II molecules is useful for the design of effective epitope-based vaccines, as well as for understanding of immune responses. In this article, we present a comprehensive trans-allelic prediction model, a generalized version of our previous biophysical model, that can predict peptide interactions for all three human MHC-II loci (HLA-DR, HLA-DP, and HLA-DQ), using both peptide sequence data and structural information of MHC-II molecules. The advantage of this approach over other machine learning models is that it offers a simple and plausible physical explanation for peptide–MHC-II interactions. We train the model using a benchmark experimental dataset and measure its predictive performance using novel data. Despite its relative simplicity, we find that the model has comparable performance to the state-of-the-art method, the NetMHCIIpan method. Focusing on the physical basis of peptide–MHC binding, we find support for previous theoretical predictions about the contributions of certain binding pockets to the binding energy. In addition, we find that binding pocket P5 of HLA-DP, which was not previously considered as a primary anchor, does make strong contribution to the binding energy. Together, the results indicate that our model can serve as a useful complement to alternative approaches to predicting peptide–MHC interactions.
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Affiliation(s)
- Abdoelnaser M Degoot
- African Institute of Mathematical Sciences (AIMS), Muizenberg, South Africa.,School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermaritzburg, South Africa.,DST-NRF Centre of Excellence in Mathematical and Statistical Sciences (CoE-MaSS), Gauteng, South Africa
| | - Faraimunashe Chirove
- School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Wilfred Ndifon
- African Institute of Mathematical Sciences (AIMS), Muizenberg, South Africa
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33
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Cirac A, Stützle S, Dieckmeyer M, Adhikary D, Moosmann A, Körber N, Bauer T, Witter K, Delecluse HJ, Behrends U, Mautner J. Epstein-Barr virus strain heterogeneity impairs human T-cell immunity. Cancer Immunol Immunother 2018; 67:663-674. [PMID: 29374782 PMCID: PMC11028080 DOI: 10.1007/s00262-018-2118-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Accepted: 01/19/2018] [Indexed: 12/12/2022]
Abstract
The Epstein-Barr virus (EBV) establishes lifelong infections in > 90% of the human population. Although contained as asymptomatic infection by the immune system in most individuals, EBV is associated with the pathogenesis of approximately 1.5% of all cancers in humans. Some of these EBV-associated tumors have been successfully treated by the infusion of virus-specific T-cell lines. Recent sequence analyses of a large number of viral isolates suggested that distinct EBV strains have evolved in different parts of the world. Here, we assessed the impact of such sequence variations on EBV-specific T-cell immunity. With the exceptions of EBNA2 and the EBNA3 family of proteins, an overall low protein sequence disparity of about 1% was noted between Asian viral isolates, including the newly characterized M81 strain, and the prototypic EBV type 1 and type 2 strains. However, when T-cell epitopes including their flanking regions were compared, a substantial proportion was found to be polymorphic in different EBV strains. Importantly, CD4+ and CD8+ T-cell clones specific for viral epitopes from one strain often showed diminished recognition of the corresponding epitopes in other strains. In addition, T-cell recognition of a conserved epitope was affected by amino acid exchanges within the epitope flanking region. Moreover, the CD8+ T-cell response against polymorphic epitopes varied between donors and often ignored antigen variants. These results demonstrate that viral strain heterogeneity may impair antiviral T-cell immunity and suggest that immunotherapeutic approaches against EBV should preferably target broad sets of conserved epitopes including their flanking regions.
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Affiliation(s)
- Ana Cirac
- Children's Hospital, Technische Universität München, Munich, Germany
- Research Unit Gene Vectors, Helmholtz Zentrum München, Marchionini Strasse 25, 81377, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Simon Stützle
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Munich, Germany
| | - Michael Dieckmeyer
- Department of Diagnostic and Interventional Radiology, Technische Universität München, Munich, Germany
| | - Dinesh Adhikary
- Children's Hospital, Technische Universität München, Munich, Germany
- Research Unit Gene Vectors, Helmholtz Zentrum München, Marchionini Strasse 25, 81377, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Andreas Moosmann
- DZIF Research Group Host Control of Viral Latency and Reactivation, Helmholtz Zentrum München, Munich, Germany
| | - Nina Körber
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Munich, Germany
| | - Tanja Bauer
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Munich, Germany
| | - Klaus Witter
- Laboratory of Immunogenetics, Ludwig-Maximilians Universität, Munich, Germany
| | - Henri-Jacques Delecluse
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
- German Cancer Research Center (DKFZ) Unit F100 and Institut National de la Santé et de la Recherche Médicale Unit U1074, Heidelberg, Germany
| | - Uta Behrends
- Children's Hospital, Technische Universität München, Munich, Germany
- Research Unit Gene Vectors, Helmholtz Zentrum München, Marchionini Strasse 25, 81377, Munich, Germany
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany
| | - Josef Mautner
- Children's Hospital, Technische Universität München, Munich, Germany.
- Research Unit Gene Vectors, Helmholtz Zentrum München, Marchionini Strasse 25, 81377, Munich, Germany.
- German Centre for Infection Research (DZIF), Partner Site Munich, Munich, Germany.
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34
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Curtidor H, Reyes C, Bermúdez A, Vanegas M, Varela Y, Patarroyo ME. Conserved Binding Regions Provide the Clue for Peptide-Based Vaccine Development: A Chemical Perspective. Molecules 2017; 22:molecules22122199. [PMID: 29231862 PMCID: PMC6149789 DOI: 10.3390/molecules22122199] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 11/24/2017] [Accepted: 11/27/2017] [Indexed: 12/17/2022] Open
Abstract
Synthetic peptides have become invaluable biomedical research and medicinal chemistry tools for studying functional roles, i.e., binding or proteolytic activity, naturally-occurring regions’ immunogenicity in proteins and developing therapeutic agents and vaccines. Synthetic peptides can mimic protein sites; their structure and function can be easily modulated by specific amino acid replacement. They have major advantages, i.e., they are cheap, easily-produced and chemically stable, lack infectious and secondary adverse reactions and can induce immune responses via T- and B-cell epitopes. Our group has previously shown that using synthetic peptides and adopting a functional approach has led to identifying Plasmodium falciparumconserved regions binding to host cells. Conserved high activity binding peptides’ (cHABPs) physicochemical, structural and immunological characteristics have been taken into account for properly modifying and converting them into highly immunogenic, protection-inducing peptides (mHABPs) in the experimental Aotus monkey model. This article describes stereo–electron and topochemical characteristics regarding major histocompatibility complex (MHC)-mHABP-T-cell receptor (TCR) complex formation. Some mHABPs in this complex inducing long-lasting, protective immunity have been named immune protection-inducing protein structures (IMPIPS), forming the subunit components in chemically synthesized vaccines. This manuscript summarizes this particular field and adds our recent findings concerning intramolecular interactions (H-bonds or π-interactions) enabling proper IMPIPS structure as well as the peripheral flanking residues (PFR) to stabilize the MHCII-IMPIPS-TCR interaction, aimed at inducing long-lasting, protective immunological memory.
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Affiliation(s)
- Hernando Curtidor
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
- School of Medicine and Health Sciences, University of Rosario, Bogotá 111321, Colombia.
| | - César Reyes
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
| | - Adriana Bermúdez
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
- School of Medicine and Health Sciences, University of Rosario, Bogotá 111321, Colombia.
| | - Magnolia Vanegas
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
- School of Medicine and Health Sciences, University of Rosario, Bogotá 111321, Colombia.
| | - Yahson Varela
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
- Faculty of Health Sciences, Applied and Environmental Sciences University (UDCA), Bogotá 111321, Colombia.
| | - Manuel E Patarroyo
- Colombian Institute of Immunology Foundation (FIDIC Nonprofit-Making Organisation), Bogotá 111321, Colombia.
- Faculty of Medicine, National University of Colombia, Bogotá 111321, Colombia.
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35
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Gilardin L, Delignat S, Peyron I, Ing M, Lone YC, Gangadharan B, Michard B, Kherabi Y, Sharma M, Pashov A, Latouche JB, Hamieh M, Toutirais O, Loiseau P, Galicier L, Veyradier A, Kaveri S, Maillère B, Coppo P, Lacroix-Desmazes S. The ADAMTS13 1239-1253 peptide is a dominant HLA-DR1-restricted CD4 + T-cell epitope. Haematologica 2017; 102:1833-1841. [PMID: 28751567 PMCID: PMC5664387 DOI: 10.3324/haematol.2015.136671] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 07/21/2017] [Indexed: 12/14/2022] Open
Abstract
Acquired thrombotic thrombocytopenic purpura is a rare and severe disease characterized by auto-antibodies directed against “A Disintegrin And Metalloproteinase with Thrombospondin type 1 repeats, 13th member" (ADAMTS13), a plasma protein involved in hemostasis. Involvement of CD4+ T cells in the pathogenesis of the disease is suggested by the IgG isotype of the antibodies. However, the nature of the CD4+ T-cell epitopes remains poorly characterized. Here, we determined the HLA-DR-restricted CD4+ T-cell epitopes of ADAMTS13. Candidate T-cell epitopes were predicted in silico and binding affinities were confirmed in competitive enzyme-linked immunosorbent assays. ADAMTS13-reactive CD4+ T-cell hybridomas were generated following immunization of HLA-DR1 transgenic mice (Sure-L1 strain) and used to screen the candidate epitopes. We identified the ADAMTS131239–1253 peptide as the single immunodominant HLA-DR1-restricted CD4+ T-cell epitope. This peptide is located in the CUB2 domain of ADAMTS13. It was processed by dendritic cells, stimulated CD4+ T cells from Sure-L1 mice and was recognized by CD4+ T cells from an HLA-DR1-positive patient with acute thrombotic thrombocytopenic purpura. Interestingly, the ADAMTS131239–1253 peptide demonstrated promiscuity towards HLA-DR11 and HLA-DR15. Our work paves the way towards the characterization of the ADAMTS13-specific CD4+ T-cell response in patients with thrombotic thrombocytopenic purpura using ADAMTS131239–1253-loaded HLA-DR tetramers.
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Affiliation(s)
- Laurent Gilardin
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France .,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Centre National de Référence sur les Microangiopathies Thrombotiques, Hôpital Saint Antoine, AP-HP, Paris, France
| | - Sandrine Delignat
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Ivan Peyron
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Mathieu Ing
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Yu-Chun Lone
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1014, Hôpital Paul Brousse, Villejuif, France
| | - Bagirath Gangadharan
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Baptiste Michard
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Yousra Kherabi
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Meenu Sharma
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France
| | - Anastas Pashov
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Department of Immunology, Institute of Microbiology, BAS, Sofia, Bulgaria
| | | | - Mohamad Hamieh
- Laboratoire de Génétique Moléculaire, CHU CH.NICOLLE, Rouen, France
| | | | - Pascale Loiseau
- Laboratoire d'Immunologie et Histocompatibilité, Hôpital Saint-Louis, AP-HP, Paris, France
| | - Lionel Galicier
- Département d'Immunologie Clinique, Hôpital Saint-Louis, AP-HP, Paris, France
| | - Agnès Veyradier
- Service d'Hématologie Biologique, Hôpital Lariboisière, AP-HP, Paris, France
| | - Srini Kaveri
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,International Associated Laboratory IMPACT (INSERM, France-Indian Council of Medical Research, India), National Institute of Immunohaematology, Mumbai, India
| | - Bernard Maillère
- Institute of Biology and Technologies, SIMOPRO, Labex LERMIT, Labex VRI, Commissariat à l'énergie Atomique (CEA) Saclay, Gif sur Yvette, France
| | - Paul Coppo
- Centre National de Référence sur les Microangiopathies Thrombotiques, Hôpital Saint Antoine, AP-HP, Paris, France.,Service d'Hématologie, Hôpital Saint Antoine, AP-HP, Paris, France
| | - Sébastien Lacroix-Desmazes
- Institut National de la Santé et de la Recherche Médicale (INSERM), Unité Mixte de Recherche en Santé (UMR S) 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Sorbonne Universités, Université Pierre et Marie Curie-Paris 6, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,Université Paris Descartes - Paris 5, UMR S 1138, Centre de Recherche des Cordeliers, Equipe Immunopathology and Therapeutic Immunointervention, Paris, France.,International Associated Laboratory IMPACT (INSERM, France-Indian Council of Medical Research, India), National Institute of Immunohaematology, Mumbai, India
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Critical role of HLA-DRβ* binding peptides' peripheral flanking residues in fully-protective malaria vaccine development. Biochem Biophys Res Commun 2017; 489:339-345. [DOI: 10.1016/j.bbrc.2017.05.123] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 05/22/2017] [Indexed: 12/15/2022]
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Abstract
Coccidioidomycosis is a potentially life-threatening mycosis endemic to the Southwestern USA and some arid regions of Central and South America. A vaccine against Coccidioides infection would benefit over 30-million people who reside in or visit the endemic regions. Vaccine candidates against systemic fungal infections come in many forms. Live attenuated vaccines are derived from disease-causing pathogens and generally stimulate excellent protective immunity. Since attenuated vaccines contain living microbes, there is a degree of unpredictability raising concerns regarding safety and stability. Generation of a subunit vaccine has initiated efforts to design a safe reagent suitable for administration to humans at risk of coccidioidomycosis. Epitope-based vaccines allow for eliciting specific protective immune responses and removal of potentially detrimental sequences to improve safety. This chapter describes methods for the identification of T cell epitopes derived from Coccidioides antigens, design, and production of a recombinant vaccine containing multiple T cell epitopes, and evaluation of its protective efficacy and vaccine immunity against pulmonary Coccidioides infection using a strain of transgenic mice that express a human MHC II molecule.
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Jenkins B, Eksmond U, Young G, Kassiotis G. Antigenicity of peptides comprising the immunosuppressive domain of the retroviral envelope glycoprotein. Wellcome Open Res 2016. [DOI: 10.12688/wellcomeopenres.10269.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To achieve persistent infection of the host, viruses often subvert or suppress host immunity through mechanisms that are not entirely understood. The envelope glycoprotein of several retroviruses is thought to possess potent immunosuppressive activity, mapped to a 17-amino acid residue conserved domain. Synthetic peptides corresponding to this immunosuppressive domain can inhibit lymphocyte activation, whereas mutation of key domain residues can increase the lymphocyte response to linked antigenic epitopes. Using three T cell receptors (TCRs) of defined specificity, we examine the effect of the immunosuppressive domain on the T cell response to their respective antigenic peptides. We find that fusion of a T cell epitope to the immunosuppressive domain can greatly modulate its potency. However, the effects heavily depend on the particular combination of TCR and peptide-major histocompatibility complex class II (pMHC II), and are mimicked by sequence-scrambled peptides of similar length, suggesting they operate at the level of TCR-pMHC interaction. These results offer an alternative explanation for the immunogenicity of T cell epitopes comprising the putative immunosuppressive domain, which is more consistent with an effect on peptide antigenicity than true immunosuppressive activity.
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40
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Jenkins B, Eksmond U, Young G, Kassiotis G. Antigenicity of peptides comprising the immunosuppressive domain of the retroviral envelope glycoprotein. Wellcome Open Res 2016; 1:22. [PMID: 28111636 PMCID: PMC5242373 DOI: 10.12688/wellcomeopenres.10269.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To achieve persistent infection of the host, viruses often subvert or suppress host immunity through mechanisms that are not entirely understood. The envelope glycoprotein of several retroviruses is thought to possess potent immunosuppressive activity, mapped to a 17-amino acid residue conserved domain. Synthetic peptides corresponding to this immunosuppressive domain can inhibit lymphocyte activation, whereas mutation of key domain residues can increase the lymphocyte response to linked antigenic epitopes. Using three T cell receptors (TCRs) of defined specificity, we examine the effect of the immunosuppressive domain on the T cell response to their respective antigenic peptides. We find that fusion of a T cell epitope to the immunosuppressive domain can greatly modulate its potency. However, the effects heavily depend on the particular combination of TCR and peptide-major histocompatibility complex class II (pMHC II), and are mimicked by sequence-scrambled peptides of similar length, suggesting they operate at the level of TCR-pMHC interaction. These results offer an alternative explanation for the immunogenicity of T cell epitopes comprising the putative immunosuppressive domain, which is more consistent with an effect on peptide antigenicity than true immunosuppressive activity.
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Affiliation(s)
| | | | | | - George Kassiotis
- The Francis Crick Institute, London, UK.,Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
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41
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E Silva RDF, Ferreira LFGR, Hernandes MZ, de Brito MEF, de Oliveira BC, da Silva AA, de-Melo-Neto OP, Rezende AM, Pereira VRA. Combination of In Silico Methods in the Search for Potential CD4(+) and CD8(+) T Cell Epitopes in the Proteome of Leishmania braziliensis. Front Immunol 2016; 7:327. [PMID: 27621732 PMCID: PMC5002431 DOI: 10.3389/fimmu.2016.00327] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 08/16/2016] [Indexed: 11/28/2022] Open
Abstract
The leishmaniases are neglected tropical diseases widespread throughout the globe, which are caused by protozoans from the genus Leishmania and are transmitted by infected phlebotomine flies. The development of a safe and effective vaccine against these diseases has been seen as the best alternative to control and reduce the number of cases. To support vaccine development, this work has applied an in silico approach to search for high potential peptide epitopes able to bind to different major histocompatibility complex Class I and Class II (MHC I and MHC II) molecules from different human populations. First, the predicted proteome of Leishmania braziliensis was compared and analyzed by modern linear programs to find epitopes with the capacity to trigger an immune response. This approach resulted in thousands of epitopes derived from 8,000 proteins conserved among different Leishmania species. Epitopes from proteins similar to those found in host species were excluded, and epitopes from proteins conserved between different Leishmania species and belonging to surface proteins were preferentially selected. The resulting epitopes were then clustered, to avoid redundancies, resulting in a total of 230 individual epitopes for MHC I and 2,319 for MHC II. These were used for molecular modeling and docking with MHC structures retrieved from the Protein Data Bank. Molecular docking then ranked epitopes based on their predicted binding affinity to both MHC I and II. Peptides corresponding to the top 10 ranked epitopes were synthesized and evaluated in vitro for their capacity to stimulate peripheral blood mononuclear cells (PBMC) from post-treated cutaneous leishmaniasis patients, with PBMC from healthy donors used as control. From the 10 peptides tested, 50% showed to be immunogenic and capable to stimulate the proliferation of lymphocytes from recovered individuals.
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Affiliation(s)
- Rafael de Freitas E Silva
- Department of Natural Sciences, Universidade de Pernambuco, Garanhuns, Pernambuco, Brazil; Department of Immunology, Fundação Oswaldo Cruz, Recife, Pernambuco, Brazil
| | | | - Marcelo Zaldini Hernandes
- Department of Pharmaceutical Sciences, Universidade Federal de Pernambuco , Recife, Pernambuco , Brazil
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Holland CJ, Dolton G, Scurr M, Ladell K, Schauenburg AJ, Miners K, Madura F, Sewell AK, Price DA, Cole DK, Godkin AJ. Enhanced Detection of Antigen-Specific CD4+ T Cells Using Altered Peptide Flanking Residue Peptide-MHC Class II Multimers. THE JOURNAL OF IMMUNOLOGY 2015; 195:5827-36. [PMID: 26553072 PMCID: PMC4671089 DOI: 10.4049/jimmunol.1402787] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 10/08/2015] [Indexed: 11/22/2022]
Abstract
Fluorochrome-conjugated peptide–MHC (pMHC) class I multimers are staple components of the immunologist’s toolbox, enabling reliable quantification and analysis of Ag-specific CD8+ T cells irrespective of functional outputs. In contrast, widespread use of the equivalent pMHC class II (pMHC-II) reagents has been hindered by intrinsically weaker TCR affinities for pMHC-II, a lack of cooperative binding between the TCR and CD4 coreceptor, and a low frequency of Ag-specific CD4+ T cell populations in the peripheral blood. In this study, we show that peptide flanking regions, extending beyond the central nonamer core of MHC-II–bound peptides, can enhance TCR–pMHC-II binding and T cell activation without loss of specificity. Consistent with these findings, pMHC-II multimers incorporating peptide flanking residue modifications proved superior for the ex vivo detection, characterization, and manipulation of Ag-specific CD4+ T cells, highlighting an unappreciated feature of TCR–pMHC-II interactions.
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Affiliation(s)
- Christopher J Holland
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Garry Dolton
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Martin Scurr
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Kristin Ladell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Andrea J Schauenburg
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Kelly Miners
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Florian Madura
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Andrew K Sewell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - David K Cole
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and
| | - Andrew J Godkin
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, Wales, United Kingdom; and Department of Integrated Medicine, University Hospital of Wales, Cardiff CF14 4XW, Wales, United Kingdom
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43
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Molecular Dynamics Simulation Reveals the Selective Binding of Human Leukocyte Antigen Alleles Associated with Behçet's Disease. PLoS One 2015; 10:e0135575. [PMID: 26331842 PMCID: PMC4557978 DOI: 10.1371/journal.pone.0135575] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Accepted: 07/24/2015] [Indexed: 11/29/2022] Open
Abstract
Behçet’s disease (BD), a multi-organ inflammatory disorder, is associated with the presence of the human leukocyte antigen (HLA) HLA-B*51 allele in many ethnic groups. The possible antigen involvement of the major histocompatibility complex class I chain related gene A transmembrane (MICA-TM) nonapeptide (AAAAAIFVI) has been reported in BD symptomatic patients. This peptide has also been detected in HLA-A*26:01 positive patients. To investigate the link of BD with these two specific HLA alleles, molecular dynamics (MD) simulations were applied on the MICA-TM nonapeptide binding to the two BD-associated HLA alleles in comparison with the two non-BD-associated HLA alleles (B*35:01 and A*11:01). The MD simulations were applied on the four HLA/MICA-TM peptide complexes in aqueous solution. As a result, stabilization for the incoming MICA-TM was found to be predominantly contributed from van der Waals interactions. The P2/P3 residue close to the N-terminal and the P9 residue at the C-terminal of the MICA-TM nonapeptide served as the anchor for the peptide accommodated at the binding groove of the BD associated HLAs. The MM/PBSA free energy calculation predicted a stronger binding of the HLA/peptide complexes for the BD-associated HLA alleles than for the non-BD-associated ones, with a ranked binding strength of B*51:01 > B*35:01 and A*26:01 > A*11:01. Thus, the HLAs associated with BD pathogenesis expose the binding efficiency with the MICA-TM nonapeptide tighter than the non-associated HLA alleles. In addition, the residues 70, 73, 99, 146, 147 and 159 of the two BD-associated HLAs provided the conserved interaction for the MICA-TM peptide binding.
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Malek Abrahimians E, Carlier VA, Vander Elst L, Saint-Remy JMR. MHC Class II-Restricted Epitopes Containing an Oxidoreductase Activity Prompt CD4(+) T Cells with Apoptosis-Inducing Properties. Front Immunol 2015; 6:449. [PMID: 26388872 PMCID: PMC4556975 DOI: 10.3389/fimmu.2015.00449] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 08/18/2015] [Indexed: 12/21/2022] Open
Abstract
Abrogating an unwanted immune response toward a specific antigen without compromising the entire immune system is a hoped-for goal in immunotherapy. Instead of manipulating dendritic cells and suppressive regulatory T cells, depleting effector T cells or blocking their co-stimulatory pathways, we describe a method to specifically inhibit the presentation of an antigen eliciting an unwanted immune reaction. Inclusion of an oxidoreductase motif within the flanking residues of MHC class II epitopes polarizes CD4(+) T cells to cytolytic cells capable of inducing apoptosis in antigen presenting cells (APCs) displaying cognate peptides through MHC class II molecules. This novel function results from an increased synapse formation between both cells. Moreover, these cells eliminate by apoptosis bystander CD4(+) T cells activated at the surface of the APC. We hypothesize that they would thereby block the recruitment of cells of alternative specificity for the same autoantigen or cells specific for another antigen associated with the pathology, providing a system by which response against multiple antigens linked with the same disease can be suppressed. These findings open the way toward a novel form of antigen-specific immunosuppression.
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Affiliation(s)
- Elin Malek Abrahimians
- Center for Molecular and Vascular Biology, University of Leuven , Leuven , Belgium ; ImCyse SA , Leuven , Belgium
| | - Vincent A Carlier
- Center for Molecular and Vascular Biology, University of Leuven , Leuven , Belgium ; ImCyse SA , Leuven , Belgium
| | - Luc Vander Elst
- Center for Molecular and Vascular Biology, University of Leuven , Leuven , Belgium ; ImCyse SA , Leuven , Belgium
| | - Jean-Marie R Saint-Remy
- Center for Molecular and Vascular Biology, University of Leuven , Leuven , Belgium ; ImCyse SA , Leuven , Belgium
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45
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The use of a conformational cathepsin D-derived epitope for vaccine development against Schistosoma mansoni. Bioorg Med Chem 2015; 23:1307-12. [DOI: 10.1016/j.bmc.2015.01.033] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 01/20/2015] [Accepted: 01/20/2015] [Indexed: 02/07/2023]
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Mechanisms of HIV protein degradation into epitopes: implications for vaccine design. Viruses 2014; 6:3271-92. [PMID: 25196483 PMCID: PMC4147695 DOI: 10.3390/v6083271] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 08/06/2014] [Accepted: 08/11/2014] [Indexed: 12/02/2022] Open
Abstract
The degradation of HIV-derived proteins into epitopes displayed by MHC-I or MHC-II are the first events leading to the priming of HIV-specific immune responses and to the recognition of infected cells. Despite a wealth of information about peptidases involved in protein degradation, our knowledge of epitope presentation during HIV infection remains limited. Here we review current data on HIV protein degradation linking epitope production and immunodominance, viral evolution and impaired epitope presentation. We propose that an in-depth understanding of HIV antigen processing and presentation in relevant primary cells could be exploited to identify signatures leading to efficient or inefficient epitope presentation in HIV proteomes, and to improve the design of immunogens eliciting immune responses efficiently recognizing all infected cells.
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Huber A, Diedrichs-Möhring M, Wildner G. Spontaneously relapsing-remitting experimental autoimmune uveitis in rats allows successful therapeutic oral tolerance induction in ongoing disease. Mol Immunol 2014; 63:215-26. [PMID: 25085538 DOI: 10.1016/j.molimm.2014.07.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Revised: 07/02/2014] [Accepted: 07/05/2014] [Indexed: 10/25/2022]
Abstract
Antigen-specific tolerance induction is a desired therapy for uveitis patients. Our relapsing-remitting rat model of experimental autoimmune uveitis (EAU) induced with IRBP peptide R14 enables us to test the effect of oral tolerance on the prevention of relapsing uveitis. We investigated several peptides overlapping the sequence of R14 for prevention and different doses of R14 for therapy to determine the tolerogenic epitope and the most effective therapeutic regimen for uveitis. Lewis rats were immunized with R14-CFA to induce EAU. Oral tolerance was induced prior to immunization (prevention) or after onset of EAU to prevent relapses (therapy). Therapeutic feeding was performed with high and/or low doses of oral antigen for clonal deletion of effector and induction of regulatory T cells. Uveitis was determined clinically and histologically; mesenteric lymph node (mLN) cells of tolerized rats were tested for surface markers, cytokines and Foxp3 expression. Preventive feeding of R14 and its major epitope R16, but none of the overlapping peptides significantly suppressed EAU and also prevented relapses, irrespective of their pathogenicity. Therapeutic feeding with R14 dramatically reduced relapses, while only the consecutive feeding of high and low-dose R14 had an ameliorating effect on the first course of disease. IL-10-producing T cells from mLN decreased after oral tolerization, and with R14-stimulation in vitro the TCRαβ+/Foxp3+ population increased in the low-dose fed group. No mLN population could be clearly assigned to successful oral tolerance induction during active autoimmune uveitis.
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Affiliation(s)
- Andrea Huber
- Section of Immunobiology, Department of Ophthalmology, Klinikum der Universität, Mathildenstr. 8, 80336 München, Germany
| | - Maria Diedrichs-Möhring
- Section of Immunobiology, Department of Ophthalmology, Klinikum der Universität, Mathildenstr. 8, 80336 München, Germany
| | - Gerhild Wildner
- Section of Immunobiology, Department of Ophthalmology, Klinikum der Universität, Mathildenstr. 8, 80336 München, Germany.
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48
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Motozono C, Kuse N, Sun X, Rizkallah PJ, Fuller A, Oka S, Cole DK, Sewell AK, Takiguchi M. Molecular basis of a dominant T cell response to an HIV reverse transcriptase 8-mer epitope presented by the protective allele HLA-B*51:01. THE JOURNAL OF IMMUNOLOGY 2014; 192:3428-34. [PMID: 24600035 PMCID: PMC3962895 DOI: 10.4049/jimmunol.1302667] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
CD8+ CTL responses directed toward the HLA-B*51:01–restricted HIV-RT128–135 epitope TAFTIPSI (TI8) are associated with long-term nonprogression to AIDS. Clonotypic analysis of responses to B51-TI8 revealed a public clonotype using TRAV17/TRBV7-3 TCR genes in six out of seven HLA-B*51:01+ patients. Structural analysis of a TRAV17/TRBV7-3 TCR in complex with HLA–B51-TI8, to our knowledge the first human TCR complexed with an 8-mer peptide, explained this bias, as the unique combination of residues encoded by these genes was central to the interaction. The relatively featureless peptide-MHC (pMHC) was mainly recognized by the TCR CDR1 and CDR2 loops in an MHC-centric manner. A highly conserved residue Arg97 in the CDR3α loop played a major role in recognition of peptide and MHC to form a stabilizing ball-and-socket interaction with the MHC and peptide, contributing to the selection of the public TCR clonotype. Surface plasmon resonance equilibrium binding analysis showed the low affinity of this public TCR is in accordance with the only other 8-mer interaction studied to date (murine 2C TCR–H-2Kb-dEV8). Like pMHC class II complexes, 8-mer peptides do not protrude out the MHC class I binding groove like those of longer peptides. The accumulated evidence suggests that weak affinity might be a common characteristic of TCR binding to featureless pMHC landscapes.
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Affiliation(s)
- Chihiro Motozono
- Cardiff University School of Medicine, Heath Park CF14 4XN, United Kingdom
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49
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Laugel B. Bench, bedside, toolbox: T-cells deliver on every level. Front Immunol 2014; 5:31. [PMID: 24550915 PMCID: PMC3909921 DOI: 10.3389/fimmu.2014.00031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 01/19/2014] [Indexed: 11/13/2022] Open
Affiliation(s)
- Bruno Laugel
- Institute of Infection and Immunity, Cardiff University School of Medicine , Cardiff , UK
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50
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Bhati M, Cole DK, McCluskey J, Sewell AK, Rossjohn J. The versatility of the αβ T-cell antigen receptor. Protein Sci 2014; 23:260-72. [PMID: 24375592 DOI: 10.1002/pro.2412] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2013] [Revised: 12/20/2013] [Accepted: 12/20/2013] [Indexed: 02/06/2023]
Abstract
The T-cell antigen receptor is a heterodimeric αβ protein (TCR) expressed on the surface of T-lymphocytes, with each chain of the TCR comprising three complementarity-determining regions (CDRs) that collectively form the antigen-binding site. Unlike antibodies, which are closely related proteins that recognize intact protein antigens, TCRs classically bind, via their CDR loops, to peptides (p) that are presented by molecules of the major histocompatibility complex (MHC). This TCR-pMHC interaction is crucially important in cell-mediated immunity, with the specificity in the cellular immune response being attributable to MHC polymorphism, an extensive TCR repertoire and a variable peptide cargo. The ensuing structural and biophysical studies within the TCR-pMHC axis have been highly informative in understanding the fundamental events that underpin protective immunity and dysfunctional T-cell responses that occur during autoimmunity. In addition, TCRs can recognize the CD1 family, a family of MHC-related molecules that instead of presenting peptides are ideally suited to bind lipid-based antigens. Structural studies within the CD1-lipid antigen system are beginning to inform us how lipid antigens are specifically presented by CD1, and how such CD1-lipid antigen complexes are recognized by the TCR. Moreover, it has recently been shown that certain TCRs can bind to vitamin B based metabolites that are bound to an MHC-like molecule termed MR1. Thus, TCRs can recognize peptides, lipids, and small molecule metabolites, and here we review the basic principles underpinning this versatile and fascinating receptor recognition system that is vital to a host's survival.
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Affiliation(s)
- Mugdha Bhati
- Department of Biochemistry and Molecular Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria, 3800, Australia
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