1
|
Sueangoen N, Grove H, Chuangchot N, Prasopsiri J, Rungrotmongkol T, Sanachai K, Darai N, Thongchot S, Suriyaphol P, Sa-Nguanraksa D, Thuwajit P, Yenchitsomanus PT, Thuwajit C. Stimulating T cell responses against patient-derived breast cancer cells with neoantigen peptide-loaded peripheral blood mononuclear cells. Cancer Immunol Immunother 2024; 73:43. [PMID: 38349410 PMCID: PMC10864427 DOI: 10.1007/s00262-024-03627-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/06/2024] [Indexed: 02/15/2024]
Abstract
Breast cancer stands as a formidable global health challenge for women. While neoantigens exhibit efficacy in activating T cells specific to cancer and instigating anti-tumor immune responses, the accuracy of neoantigen prediction remains suboptimal. In this study, we identified neoantigens from the patient-derived breast cancer cells, PC-B-142CA and PC-B-148CA cells, utilizing whole-genome and RNA sequencing. The pVAC-Seq pipeline was employed, with minor modification incorporating criteria (1) binding affinity of mutant (MT) peptide with HLA (IC50 MT) ≤ 500 nm in 3 of 5 algorithms and (2) IC50 wild type (WT)/MT > 1. Sequencing results unveiled 2513 and 3490 somatic mutations, and 646 and 652 non-synonymous mutations in PC-B-142CA and PC-B-148CA, respectively. We selected the top 3 neoantigens to perform molecular dynamic simulation and synthesized 9-12 amino acid neoantigen peptides, which were then pulsed onto healthy donor peripheral blood mononuclear cells (PBMCs). Results demonstrated that T cells activated by ADGRL1E274K, PARP1E619K, and SEC14L2R43Q peptides identified from PC-B-142CA exhibited significantly increased production of interferon-gamma (IFN-γ), while PARP1E619K and SEC14L2R43Q peptides induced the expression of CD107a on T cells. The % tumor cell lysis was notably enhanced by T cells activated with MT peptides across all three healthy donors. Moreover, ALKBH6V83M and GAAI823T peptides from PC-B-148CA remarkably stimulated IFN-γ- and CD107a-positive T cells, displaying high cell-killing activity against target cancer cells. In summary, our findings underscore the successful identification of neoantigens with anti-tumor T cell functions and highlight the potential of personalized neoantigens as a promising avenue for breast cancer treatment.
Collapse
Grants
- R016341038 The Research and Innovation Grant, the National Research Council of Thailand, Ministry of Higher Education, Science, Research and Innovation
- R016341038 The Research and Innovation Grant, the National Research Council of Thailand, Ministry of Higher Education, Science, Research and Innovation
- R016334002 Siriraj Research Grant, Faculty of Medicine Siriraj Hospital, Mahidol University
- R016334002 Siriraj Research Grant, Faculty of Medicine Siriraj Hospital, Mahidol University
- Mahidol University
Collapse
Affiliation(s)
- Natthaporn Sueangoen
- Graduate Program in Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Harald Grove
- Division of Bioinformatics and Data Management for Research, Research Group and Research Network Division, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Nisa Chuangchot
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Jaturawitt Prasopsiri
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Thanyada Rungrotmongkol
- Center of Excellence in Biocatalyst and Sustainable Biotechnology, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
- Program in Bioinformatics and Computational Biology, Graduate School, Chulalongkorn University, Bangkok, Thailand
| | - Kamonpan Sanachai
- Department of Biochemistry, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand
| | - Nitchakan Darai
- ASEAN Institute for Health Development, Mahidol University, Nakon Pathom, Thailand
| | - Suyanee Thongchot
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Prapat Suriyaphol
- Division of Bioinformatics and Data Management for Research, Research Group and Research Network Division, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Doonyapat Sa-Nguanraksa
- Division of Head Neck and Breast Surgery, Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Peti Thuwajit
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Pa-Thai Yenchitsomanus
- Siriraj Center of Research Excellence for Cancer Immunotherapy (SiCORE-CIT), Research Department, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chanitra Thuwajit
- Department of Immunology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
| |
Collapse
|
2
|
Pymm P, Tenzer S, Wee E, Weimershaus M, Burgevin A, Kollnberger S, Gerstoft J, Josephs TM, Ladell K, McLaren JE, Appay V, Price DA, Fugger L, Bell JI, Schild H, van Endert P, Harkiolaki M, Iversen AKN. Epitope length variants balance protective immune responses and viral escape in HIV-1 infection. Cell Rep 2022; 38:110449. [PMID: 35235807 PMCID: PMC9631117 DOI: 10.1016/j.celrep.2022.110449] [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: 04/23/2020] [Revised: 10/31/2021] [Accepted: 02/07/2022] [Indexed: 11/21/2022] Open
Abstract
Cytotoxic T lymphocyte (CTL) and natural killer (NK) cell responses to a single optimal 10-mer epitope (KK10) in the human immunodeficiency virus type-1 (HIV-1) protein p24Gag are associated with enhanced immune control in patients expressing human leukocyte antigen (HLA)-B∗27:05. We find that proteasomal activity generates multiple length variants of KK10 (4-14 amino acids), which bind TAP and HLA-B∗27:05. However, only epitope forms ≥8 amino acids evoke peptide length-specific and cross-reactive CTL responses. Structural analyses reveal that all epitope forms bind HLA-B∗27:05 via a conserved N-terminal motif, and competition experiments show that the truncated epitope forms outcompete immunogenic epitope forms for binding to HLA-B∗27:05. Common viral escape mutations abolish (L136M) or impair (R132K) production of KK10 and longer epitope forms. Peptide length influences how well the inhibitory NK cell receptor KIR3DL1 binds HLA-B∗27:05 peptide complexes and how intraepitope mutations affect this interaction. These results identify a viral escape mechanism from CTL and NK responses based on differential antigen processing and peptide competition.
Collapse
Affiliation(s)
- Phillip Pymm
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Headley Way, Oxford OX3 9DS, UK; Walter and Eliza Hall Institute of Medical Research, University of Melbourne, 1G Royalparade, Parkville, VIC 3052, Australia
| | - Stefan Tenzer
- Institute of Immunology, University Medical Center of the Johannes-Gutenberg University of Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Edmund Wee
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Headley Way, Oxford OX3 9DS, UK
| | - Mirjana Weimershaus
- Institut National de la Santé et de la Recherche Médicale, Unité 1151, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France; Centre National de la Recherche Scientifique, UMR8253, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France
| | - Anne Burgevin
- Institut National de la Santé et de la Recherche Médicale, Unité 1151, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France; Centre National de la Recherche Scientifique, UMR8253, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France
| | - Simon Kollnberger
- Division of Infection and Immunity, Cardiff University School of Medicine, University Hospital of Wales, Heath Park, CF14 4XN Cardiff, UK
| | - Jan Gerstoft
- Department of Infectious Diseases, Rigshospitalet, The National University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Tracy M Josephs
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, 381 Royal Parade, Parkville, VIC 3052, Australia
| | - Kristin Ladell
- Division of Infection and Immunity, Cardiff University School of Medicine, University Hospital of Wales, Heath Park, CF14 4XN Cardiff, UK
| | - James E McLaren
- Division of Infection and Immunity, Cardiff University School of Medicine, University Hospital of Wales, Heath Park, CF14 4XN Cardiff, UK
| | - Victor Appay
- Institut National de la Santé et de la Recherche Médicale, Unité 1135, Centre d'Immunologie et des Maladies Infectieuses, Sorbonne Université, Boulevard de l'Hopital, 75013 Paris, France; International Research Center of Medical Sciences, Kumamoto University, 2-2-1 Honjo, Chuo-ku, Kumamoto City 860-0811, Japan
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, University Hospital of Wales, Heath Park, CF14 4XN Cardiff, UK; Systems Immunity Research Institute, Cardiff University School of Medicine, University Hospital of Wales, Tenovus Building, CF14 4XN Cardiff, UK
| | - Lars Fugger
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Headley Way, Oxford OX3 9DS, UK; Medical Research Council Human Immunology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, OX3 9DS Oxford, UK
| | - John I Bell
- Office of the Regius Professor of Medicine, The Richard Doll Building, University of Oxford, Old Road Campus, OX3 7LF Oxford, UK
| | - Hansjörg Schild
- Institute of Immunology, University Medical Center of the Johannes-Gutenberg University of Mainz, Langenbeckstrasse 1, 55131 Mainz, Germany
| | - Peter van Endert
- Institut National de la Santé et de la Recherche Médicale, Unité 1151, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France; Centre National de la Recherche Scientifique, UMR8253, Université Paris Descartes, Sorbonne Paris Cité, Hôpital Necker, 149 Rue de Severs, 75015 Paris, France
| | - Maria Harkiolaki
- Structural Biology Group, Wellcome Trust Centre for Human Genetics, University of Oxford, Old Road Campus, OX3 7LF Oxford, UK; Diamond Light Source, Harwell Science and Innovation Campus, Fermi Avenue, OX11 0DE Didcot, UK
| | - Astrid K N Iversen
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Headley Way, Oxford OX3 9DS, UK.
| |
Collapse
|
3
|
Gershteyn IM, Burov AA, Miao BY, Morais VH, Ferreira LMR. Immunodietica: interrogating the role of diet in autoimmune disease. Int Immunol 2021; 32:771-783. [PMID: 32808986 DOI: 10.1093/intimm/dxaa054] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
Diet is an environmental factor in autoimmune disorders, where the immune system erroneously destroys one's own tissues. Yet, interactions between diet and autoimmunity remain largely unexplored, particularly the impact of immunogenetics, one's human leukocyte antigen (HLA) allele make-up, in this interplay. Here, we interrogated animals and plants for the presence of epitopes implicated in human autoimmune diseases. We mapped autoimmune epitope distribution across organisms and determined their tissue expression pattern. Interestingly, diet-derived epitopes implicated in a disease were more likely to bind to HLA alleles associated with that disease than to protective alleles, with visible differences between organisms with similar autoimmune epitope content. We then analyzed an individual's HLA haplotype, generating a personalized heatmap of potential dietary autoimmune triggers. Our work uncovered differences in autoimmunogenic potential across food sources and revealed differential binding of diet-derived epitopes to autoimmune disease-associated HLA alleles, shedding light on the impact of diet on autoimmunity.
Collapse
Affiliation(s)
- Iosif M Gershteyn
- Ajax Biomedical Foundation, Newton, MA, USA
- ImmuVia LLC, Waltham, MA, USA
- SoundMedicine LLC, Waltham, MA, USA
| | | | - Brenda Y Miao
- Diabetes Center, University of California, San Francisco, San Francisco, CA, USA
| | - Vasco H Morais
- Department of Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Leonardo M R Ferreira
- Ajax Biomedical Foundation, Newton, MA, USA
- Diabetes Center, University of California, San Francisco, San Francisco, CA, USA
- Department of Surgery, University of California, San Francisco, San Francisco, CA, USA
| |
Collapse
|
4
|
Huan X, Zhuo Z, Xiao Z, Ren EC. Crystal structure of suboptimal viral fragments of Epstein Barr Virus Rta peptide-HLA complex that stimulate CD8 T cell response. Sci Rep 2019; 9:16660. [PMID: 31723204 PMCID: PMC6853878 DOI: 10.1038/s41598-019-53201-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 10/29/2019] [Indexed: 01/07/2023] Open
Abstract
Peptides presented by Human leukocyte antigen (HLA) class-I molecules are generally 8-10 amino acids in length. However, the predominant pool of peptide fragments generated by proteasomes is less than 8 amino acids in length. Using the Epstein - Barr virus (EBV) Rta-epitope (ATIGTAMYK, residues 134-142) restricted by HLA-A*11:01 which generates a strong immunodominant response, we investigated the minimum length of a viral peptide that can constitute a viral epitope recognition by CD8 T cells. The results showed that Peripheral blood mononuclear cells (PBMCs) from healthy donors can be stimulated by a viral peptide fragment as short as 4-mer (AMYK), together with a 5-mer (ATIGT) to recapitulate the full length EBV Rta epitope. This was confirmed by generating crystals of the tetra-complex (2 peptides, HLA and β2-microglobulin). The solved crystal structure of HLA-A*11:01 in complex with these two short peptides revealed that they can bind in the same orientation similar to parental peptide (9-mer) and the free ends of two short peptides acquires a bulged conformation that is directed towards the T cell receptor. Our data shows that suboptimal length of 4-mer and 5-mer peptides can complement each other to form a stable peptide-MHC (pMHC) complex.
Collapse
Affiliation(s)
- Xuelu Huan
- Singapore Immunology Network, 8A Biomedical Grove, #03-06 Immunos, Singapore, 138648, Singapore
| | - Ziyi Zhuo
- Singapore Immunology Network, 8A Biomedical Grove, #03-06 Immunos, Singapore, 138648, Singapore
| | - Ziwei Xiao
- Singapore Immunology Network, 8A Biomedical Grove, #03-06 Immunos, Singapore, 138648, Singapore
| | - Ee Chee Ren
- Singapore Immunology Network, 8A Biomedical Grove, #03-06 Immunos, Singapore, 138648, Singapore.
- Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore, 119260, Singapore.
| |
Collapse
|
5
|
Boucau J, Le Gall S. Antigen processing and presentation in HIV infection. Mol Immunol 2019; 113:67-74. [PMID: 29636181 PMCID: PMC6174111 DOI: 10.1016/j.molimm.2018.03.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 01/09/2018] [Accepted: 03/29/2018] [Indexed: 12/11/2022]
Abstract
The presentation of virus-derived peptides by MHC molecules constitutes the earliest signals for immune recognition by T cells. In HIV infection, immune responses elicited during infection do not enable to clear infection and correlates of immune protection are not well defined. Here we review features of antigen processing and presentation specific to HIV, analyze how HIV has adapted to the antigen processing machinery and discuss how advances in biochemical and computational protein degradation analyses and in immunopeptidome definition may help identify targets for efficient immune clearance and vaccine immunogen design.
Collapse
Affiliation(s)
- Julie Boucau
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States
| | - Sylvie Le Gall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States.
| |
Collapse
|
6
|
Tedeschi V, Alba J, Paladini F, Paroli M, Cauli A, Mathieu A, Sorrentino R, D'Abramo M, Fiorillo MT. Unusual Placement of an EBV Epitope into the Groove of the Ankylosing Spondylitis-Associated HLA-B27 Allele Allows CD8+ T Cell Activation. Cells 2019; 8:cells8060572. [PMID: 31212633 PMCID: PMC6627668 DOI: 10.3390/cells8060572] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/06/2019] [Accepted: 06/08/2019] [Indexed: 02/02/2023] Open
Abstract
The human leukocyte antigen HLA-B27 is a strong risk factor for Ankylosing Spondylitis (AS), an immune-mediated disorder affecting axial skeleton and sacroiliac joints. Additionally, evidence exists sustaining a strong protective role for HLA-B27 in viral infections. These two aspects could stem from common molecular mechanisms. Recently, we have found that the HLA-B*2705 presents an EBV epitope (pEBNA3A-RPPIFIRRL), lacking the canonical B27 binding motif but known as immunodominant in the HLA-B7 context of presentation. Notably, 69% of B*2705 carriers, mostly patients with AS, possess B*2705-restricted, pEBNA3A-specific CD8+ T cells. Contrarily, the non-AS-associated B*2709 allele, distinguished from the B*2705 by the single His116Asp polymorphism, is unable to display this peptide and, accordingly, B*2709 healthy subjects do not unleash specific T cell responses. Herein, we investigated whether the reactivity towards pEBNA3A could be a side effect of the recognition of the natural longer peptide (pKEBNA3A) having the classical B27 consensus (KRPPIFIRRL). The stimulation of PBMC from B*2705 positive patients with AS in parallel with both pEBNA3A and pKEBNA3A did not allow to reach an unambiguous conclusion since the differences in the magnitude of the response measured as percentage of IFNγ-producing CD8+ T cells were not statistically significant. Interestingly, computational analysis suggested a structural shift of pEBNA3A as well as of pKEBNA3A into the B27 grooves, leaving the A pocket partially unfilled. To our knowledge this is the first report of a viral peptide: HLA-B27 complex recognized by TCRs in spite of a partially empty groove. This implies a rethinking of the actual B27 immunopeptidome crucial for viral immune-surveillance and autoimmunity.
Collapse
Affiliation(s)
- Valentina Tedeschi
- Department of Biology and Biotechnology 'Charles Darwin', Sapienza University of Rome, 00185 Rome, Italy.
| | - Josephine Alba
- Department of Chemistry, Sapienza University of Rome, 00185 Rome, Italy.
| | - Fabiana Paladini
- Department of Biology and Biotechnology 'Charles Darwin', Sapienza University of Rome, 00185 Rome, Italy.
| | - Marino Paroli
- Division of Clinical Immunology and Rheumatology, Department of Biotechnology and Medical Surgical Sciences, Sapienza University of Rome, 00185 Rome, Italy.
| | - Alberto Cauli
- Rheumatology Unit, Department of Medical Sciences and Public Health, University and AOU of Cagliari, Monserrato, 09042 Cagliari, Italy.
| | - Alessandro Mathieu
- Rheumatology Unit, Department of Medical Sciences and Public Health, University and AOU of Cagliari, Monserrato, 09042 Cagliari, Italy.
| | - Rosa Sorrentino
- Department of Biology and Biotechnology 'Charles Darwin', Sapienza University of Rome, 00185 Rome, Italy.
| | - Marco D'Abramo
- Department of Chemistry, Sapienza University of Rome, 00185 Rome, Italy.
| | - Maria Teresa Fiorillo
- Department of Biology and Biotechnology 'Charles Darwin', Sapienza University of Rome, 00185 Rome, Italy.
| |
Collapse
|