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Homan EJ, Bremel RD. Determinants of tumor immune evasion: the role of T cell exposed motif frequency and mutant amino acid exposure. Front Immunol 2023; 14:1155679. [PMID: 37215122 PMCID: PMC10196236 DOI: 10.3389/fimmu.2023.1155679] [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: 01/31/2023] [Accepted: 04/17/2023] [Indexed: 05/24/2023] Open
Abstract
Few neoepitopes detected in tumor biopsies are immunogenic. Tumor-specific T cell responses require both the presentation of an epitope that differs from wildtype and the presence of T cells with neoepitope-cognate receptors. We show that mutations detected in tumor biopsies result in an increased frequency of rare amino acid combinations compared to the human proteome and gastrointestinal microorganisms. Mutations in a large data set of oncogene and tumor suppressor gene products were compared to wildtype, and to the count of corresponding amino acid motifs in the human proteome and gastrointestinal microbiome. Mutant amino acids in T cell exposed positions of potential neoepitopes consistently generated amino acid motifs that are less common in both proteome reference datasets. Approximately 10% of the mutant amino acid motifs are absent from the human proteome. Motif frequency does not change when mutants were positioned in the MHC anchor positions hidden from T cell receptors. Analysis of neoepitopes in GBM and LUSC cases showed less common T cell exposed motifs, and HLA binding preferentially placing mutant amino acids in an anchor position for both MHC I and MHC II. Cross-presentation of mutant exposed neoepitopes by MHC I and MHC II was particularly uncommon. Review of a tumor mutation dataset known to generate T cell responses showed immunogenic epitopes were those with mutant amino acids exposed to the T cell receptor and with exposed pentamer motifs present in the human and microbiome reference databases. The study illustrates a previously unrecognized mechanism of tumor immune evasion, as rare T cell exposed motifs produced by mutation are less likely to have cognate T cells in the T cell repertoire. The complex interactions of HLA genotype, binding positions, and mutation specific changes in T cell exposed motif underscore the necessity of evaluating potential neoepitopes in each individual patient.
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Hosseini SS, Aghaiypour Kolyani K, Rafiei Tabatabaei R, Goudarzi H, Akhavan Sepahi A, Salemi M. In silico prediction of B and T cell epitopes based on NDV fusion protein for vaccine development against Newcastle disease virus. VETERINARY RESEARCH FORUM : AN INTERNATIONAL QUARTERLY JOURNAL 2021; 12:157-165. [PMID: 34345381 PMCID: PMC8328245 DOI: 10.30466/vrf.2019.98625.2351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 05/07/2019] [Indexed: 11/24/2022]
Abstract
Newcastle disease (ND) is known as the most common diseases of economic importance worldwide. Vaccination against virulent strains of Newcastle disease virus (NDV) has failed during some outbreaks. Here, we aimed to assess the epitopes of NDV fusion protein as targets for a peptide-based vaccine. To explore the most antigenic epitopes on the F protein, we retrieved virulent strains of genotype VII from National Center for Biotechnology Information (NCBI). Linear and conformational B-cell epitopes were identified. Moreover, T-cell epitopes with high and moderate binding affinities to human major histocompatibility complex (MHC) class I and class II alleles were predicted using bioinformatics tools. Subsequently, the overlapped epitopes of B-cell and MHC class I and MHC class II were determined. To validate our predictions, the best epitopes were docked, to chicken MHC class I (B-F) alleles using the HADDOCK flexible docking server. Seven ‘high ranked epitopes’ were identified. Among them, ‘LYCTRIVTF’ and ‘MRATYLETL’ showed the highest scores. The other five epitopes including LSGEFDATY, LTTPPYMALK, LYLTELTTV, DCIKITQQV and SIAATNEAV obtained very encouraging results as well. SIAATNEAV had been recognized as a neutralizing epitope of F protein using monoclonal antibodies before. Taken together, our results demonstrated that the identified epitopes needed to be tested by in vitro and in vivo experiments.
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Affiliation(s)
| | - Khosrow Aghaiypour Kolyani
- Department of Genomics and Genetic Engineering, Razi Vaccine and Serum Research Institute (RVSRI), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - Robab Rafiei Tabatabaei
- Department of Microbiology, Faculty of Basic Sciences, Islamic Azad University, Tehran North Branch, Tehran, Iran
| | - Hossein Goudarzi
- Central Laboratory Department, Razi Vaccine and Serum Research Institute Agricultural Research, AREEO, Karaj, Iran
| | - Abbas Akhavan Sepahi
- Department of Microbiology, Faculty of Science, Tehran North Branch, Islamic Azad University, Tehran, Iran
| | - Maryam Salemi
- Department of Genomics and Genetic Engineering, Razi Vaccine and Serum Research Institute (RVSRI), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
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Homan EJ, Bremel RD. A Role for Epitope Networking in Immunomodulation by Helminths. Front Immunol 2018; 9:1763. [PMID: 30108588 PMCID: PMC6079203 DOI: 10.3389/fimmu.2018.01763] [Citation(s) in RCA: 5] [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: 04/15/2018] [Accepted: 07/17/2018] [Indexed: 12/19/2022] Open
Abstract
Helminth infections, by nematodes, trematodes, or cestodes, can lead to the modulation of host immune responses. This allows long-duration parasite infections and also impacts responses to co-infections. Surface, secreted, excreted, and shed proteins are thought to play a major role in modulation. A commonly reported feature of such immune modulation is the role of T regulatory (Treg) cells and IL-10. Efforts to identify helminth proteins, which cause immunomodulation, have identified candidates but not provided clarity as to a uniform mechanism driving modulation. In this study, we applied a bioinformatics systems approach, allowing us to analyze predicted T-cell epitopes of 17 helminth species and the responses to their surface proteins. In addition to major histocompatibility complex (MHC) binding, we analyzed amino acid motifs that would be recognized by T-cell receptors [T-cell-exposed motifs (TCEMs)]. All the helminth species examined have, within their surface proteins, peptides, which combine very common TCEMs with predicted high affinity binding to many human MHC alleles. This combination of features would result in large cognate T cell and a high probability of eliciting Treg responses. The TCEMs, which determine recognition by responding T-cell clones, are shared to a high degree between helminth species and with Plasmodium falciparum and Mycobacterium tuberculosis, both common co-infecting organisms. The implication of our observations is not only that Treg cells play a significant role in helminth-induced immune modulation but also that the epitope specificities of Treg responses are shared across species and genera of helminth. Hence, the immune response to a given helminth cannot be considered in isolation but rather forms part of an epitope ecosystem, or microenvironment, in which potentially immunosuppressive peptides in the helminth network via their common T-cell receptor recognition signals with T-cell epitopes in self proteins, microbiome, other helminths, and taxonomically unrelated pathogens. Such a systems approach provides a high-level view of the antigen-immune system signaling dynamics that may bias a host's immune response to helminth infections toward immune modulation. It may indicate how helminths have evolved to select for peptides that favor long-term parasite host coexistence.
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Abstract
Hypomorphic Rag mutations in humans cause Omenn Syndrome (OS) a severe immunodeficiency associated with autoimmune-like manifestations mediated by oligoclonal activated T and B cells. The clinical and immunological spectrum of OS presentation is extremely broad. However, the role played by environmental triggers in the disease pathogenesis remains largely unknown. We have recently shown in a murine model that gut microbiota has a substantial role in determining the distinctive immune dysregulation of OS. Here, we describe how dysbiosis and loss of T cell tolerance to commensals influence the expression of autoimmunity at the barrier site and beyond, and the disease hallmark hyper-IgE. We discuss how commensal antigens and gut-derived pathogenic T cells could potentially modulate skin immunity to determine cutaneous degenerations in OS. These mechanisms may have broader implications for a deeper understanding of the role of gut microbes in influencing barriers integrity and host physiology.
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Affiliation(s)
- Rosita Rigoni
- Milan Unit, Istituto di Ricerca Genetica e
Biomedica, Consiglio Nazionale delle Ricerche, Milan,
Italy,Humanitas Clinical and Research
Center, Rozzano, Milan, Italy
| | - Fabio Grassi
- Istituto Nazionale Genetica Molecolare,
Department of Medical Biotechnology and Translational Medicine, University of
Milan, Milan, Italy,Institute for Research in
Biomedicine, Bellinzona, Switzerland
| | - Anna Villa
- Milan Unit, Istituto di Ricerca Genetica e
Biomedica, Consiglio Nazionale delle Ricerche, Milan,
Italy,Telethon Institute for Gene Therapy, Division
of Regenerative Medicine, Stem Cells and Gene Therapy, Istituto di Ricovero e Cura a
Carattere Scientifico (IRCCS) San Raffaele Scientific Institute, Milan,
Italy
| | - Barbara Cassani
- Milan Unit, Istituto di Ricerca Genetica e
Biomedica, Consiglio Nazionale delle Ricerche, Milan,
Italy,Humanitas Clinical and Research
Center, Rozzano, Milan, Italy,CONTACT Barbara Cassani Humanitas Clinical and Research Center, via Manzoni
56, 20089 Rozzano (Mi), Italy
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Leinders-Zufall T, Ishii T, Mombaerts P, Zufall F, Boehm T. Structural requirements for the activation of vomeronasal sensory neurons by MHC peptides. Nat Neurosci 2009; 12:1551-8. [PMID: 19935653 DOI: 10.1038/nn.2452] [Citation(s) in RCA: 99] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2009] [Accepted: 10/21/2009] [Indexed: 11/09/2022]
Abstract
In addition to their role in the immune response, peptide ligands of major histocompatibility complex (MHC) molecules function as olfactory cues for subsets of vomeronasal sensory neurons (VSNs) in the mammalian nose. How MHC peptide diversity is recognized and encoded by these cells is unclear. We found that mouse VSNs expressing the vomeronasal receptor gene V2r1b (also known as Vmn2r26) detected MHC peptides at subpicomolar concentrations and exhibited combinatorial activation with overlapping specificities. In a given cell, peptide responsiveness was broad, but highly specific; peptides differing by a single amino-acid residue could be distinguished. Cells transcribing a V2r1b locus that has been disrupted by gene targeting no longer showed such peptide responses. Our results reveal fundamental parameters governing the response to MHC peptides by VSNs. We suggest that the peptide presentation system provided by MHC molecules co-evolves with the peptide recognition systems expressed by T cells and VSNs.
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Affiliation(s)
- Trese Leinders-Zufall
- Department of Physiology, University of Saarland School of Medicine, Homburg, Germany
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Manuel ER, Charini WA, Sen P, Peyerl FW, Kuroda MJ, Schmitz JE, Autissier P, Sheeter DA, Torbett BE, Letvin NL. Contribution of T-cell receptor repertoire breadth to the dominance of epitope-specific CD8+ T-lymphocyte responses. J Virol 2006; 80:12032-40. [PMID: 17035327 PMCID: PMC1676269 DOI: 10.1128/jvi.01479-06] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Dominant epitope-specific CD8(+) T-lymphocyte responses play a central role in controlling viral spread. We explored the basis for the development of this focused immune response in simian immunodeficiency virus (SIV)- and simian-human immunodeficiency virus (SHIV)-infected rhesus monkeys through the use of two dominant (p11C and p199RY) and two subdominant (p68A and p56A) epitopes. Using real-time PCR to quantitate T-cell receptor (TCR) variable region beta (Vbeta) family usage, we show that CD8(+) T-lymphocyte populations specific for dominant epitopes are characterized by a diverse Vbeta repertoire, whereas those specific for subdominant epitopes employ a dramatically more focused Vbeta repertoire. We also demonstrate that dominant epitope-specific CD8(+) T lymphocytes employ TCRs with multiple CDR3 lengths, whereas subdominant epitope-specific cells employ TCRs with a more restricted CDR3 length. Thus, the relative dominance of an epitope-specific CD8(+) T-lymphocyte response reflects the clonal diversity of that response. These findings suggest that the limited clonal repertoire of subdominant epitope-specific CD8(+) T-lymphocyte populations may limit the ability of these epitope-specific T-lymphocyte populations to expand and therefore limit the ability of these cell populations to contribute to the control of viral replication.
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MESH Headings
- Amino Acid Sequence
- Animals
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Chromatography, High Pressure Liquid
- DNA Primers
- DNA, Complementary/genetics
- Epitopes, T-Lymphocyte/genetics
- Epitopes, T-Lymphocyte/immunology
- Epitopes, T-Lymphocyte/metabolism
- Flow Cytometry
- Genes, T-Cell Receptor beta/genetics
- Immunity, Cellular/immunology
- Macaca mulatta
- Molecular Sequence Data
- Peptides/metabolism
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
- Sequence Analysis, DNA
- Simian Immunodeficiency Virus/immunology
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Affiliation(s)
- Edwin R Manuel
- Beth Israel Deaconess Medical Center, 41 Ave. Louis Pasteur, Boston, MA 02115, USA.
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Currier JR, Visawapoka U, Tovanabutra S, Mason CJ, Birx DL, McCutchan FE, Cox JH. CTL epitope distribution patterns in the Gag and Nef proteins of HIV-1 from subtype A infected subjects in Kenya: use of multiple peptide sets increases the detectable breadth of the CTL response. BMC Immunol 2006; 7:8. [PMID: 16620386 PMCID: PMC1464141 DOI: 10.1186/1471-2172-7-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2006] [Accepted: 04/18/2006] [Indexed: 11/10/2022] Open
Abstract
Background Subtype A is a major strain in the HIV-1 pandemic in eastern Europe, central Asia and in certain regions of east Africa, notably in rural Kenya. While considerable effort has been focused upon mapping and defining immunodominant CTL epitopes in HIV-1 subtype B and subtype C infections, few epitope mapping studies have focused upon subtype A. Results We have used the IFN-γ ELIspot assay and overlapping peptide pools to show that the pattern of CTL recognition of the Gag and Nef proteins in subtype A infection is similar to that seen in subtypes B and C. The p17 and p24 proteins of Gag and the central conserved region of Nef were targeted by CTL from HIV-1-infected Kenyans. Several epitope/HLA associations commonly seen in subtype B and C infection were also observed in subtype A infections. Notably, an immunodominant HLA-C restricted epitope (Gag 296–304; YL9) was observed, with 8/9 HLA-CW0304 subjects responding to this epitope. Screening the cohort with peptide sets representing subtypes A, C and D (the three most prevalent HIV-1 subtypes in east Africa), revealed that peptide sets based upon an homologous subtype (either isolate or consensus) only marginally improved the capacity to detect CTL responses. While the different peptide sets detected a similar number of responses (particularly in the Gag protein), each set was capable of detecting unique responses not identified with the other peptide sets. Conclusion Hence, screening with multiple peptide sets representing different sequences, and by extension different epitope variants, can increase the detectable breadth of the HIV-1-specific CTL response. Interpreting the true extent of cross-reactivity may be hampered by the use of 15-mer peptides at a single concentration and a lack of knowledge of the sequence that primed any given CTL response. Therefore, reagent choice and knowledge of the exact sequences that prime CTL responses will be important factors in experimentally defining cross-reactive CTL responses and their role in HIV-1 disease pathogenesis and validating vaccines aimed at generating broadly cross-reactive CTL responses.
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MESH Headings
- Base Sequence
- Enzyme-Linked Immunosorbent Assay/methods
- Epitopes, T-Lymphocyte/chemistry
- Epitopes, T-Lymphocyte/immunology
- Gene Products, gag/chemistry
- Gene Products, gag/genetics
- Gene Products, gag/immunology
- Gene Products, nef/chemistry
- Gene Products, nef/genetics
- Gene Products, nef/immunology
- HIV Infections/immunology
- HIV-1/classification
- HIV-1/immunology
- HIV-1/isolation & purification
- HLA-C Antigens/metabolism
- Histocompatibility Testing
- Humans
- Immunodominant Epitopes/chemistry
- Immunodominant Epitopes/immunology
- Interferon-gamma/analysis
- Kenya
- Molecular Sequence Data
- Peptides/immunology
- Sequence Analysis, DNA
- T-Lymphocytes, Cytotoxic/immunology
- nef Gene Products, Human Immunodeficiency Virus
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Affiliation(s)
- Jeffrey R Currier
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
| | - Unchalee Visawapoka
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
| | - Sodsai Tovanabutra
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
| | - Carl J Mason
- Department of Enteric Diseases, Armed Forces Research Institute of Medical Sciences, 315/6 Rajvithi Road, Bangkok 10400, Thailand
| | - Deborah L Birx
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
| | - Francine E McCutchan
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
| | - Josephine H Cox
- The US Military HIV Research Program, Suite 200, 13 Taft Court, Rockville, MD 20850, USA
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