51
|
De Groot AS, Levitz L, Ardito MT, Skowron G, Mayer KH, Buus S, Boyle CM, Martin WD. Further progress on defining highly conserved immunogenic epitopes for a global HIV vaccine: HLA-A3-restricted GAIA vaccine epitopes. Hum Vaccin Immunother 2012; 8:987-1000. [PMID: 22777092 DOI: 10.4161/hv.20528] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Two major obstacles confronting HIV vaccine design have been the extensive viral diversity of HIV-1 globally and viral evolution driven by escape from CD8(+) cytotoxic T-cell lymphocyte (CTL)-mediated immune pressure. Regions of the viral genome that are not able to escape immune response and that are conserved in sequence and across time may represent the "Achilles' heel" of HIV and would be excellent candidates for vaccine development. In this study, T-cell epitopes were selected using immunoinformatics tools, combining HLA-A3 binding predictions with relative sequence conservation in the context of global HIV evolution. Twenty-seven HLA-A3 epitopes were chosen from an analysis performed in 2003 on 10,803 HIV-1 sequences, and additional sequences were selected in 2009 based on an expanded set of 43,822 sequences. These epitopes were tested in vitro for HLA binding and for immunogenicity with PBMCs of HIV-infected donors from Providence, Rhode Island. Validation of these HLA-A3 epitopes conserved across time, clades, and geography supports the hypothesis that epitopes such as these would be candidates for inclusion in our globally relevant GAIA HIV vaccine constructs.
Collapse
|
52
|
Huyton T, Schumacher H, Blasczyk R, Bade-Doeding C. Residue 81 confers a restricted C-terminal peptide binding motif in HLA-B*44:09. Immunogenetics 2012; 64:663-8. [PMID: 22706990 DOI: 10.1007/s00251-012-0625-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Accepted: 05/30/2012] [Indexed: 02/07/2023]
Abstract
Knowledge about the magnitude of individual polymorphism is a critical part in understanding the complexity of comprehensive mismatching. HLA-B*44:09 differs from the highly frequent HLA-B*44:02 allele by amino acid exchanges at residues 77, 80, 81, 82 and 83. We aimed to identify the magnitude of these mismatches on the features of HLA-B*44:09 bound peptides since residues 77, 80 and 81 comprise part of the F pocket which determines sequence specificity at the pΩ position of the peptide. Using soluble HLA technology we determined >200 individual (nonduplicate) self-peptides from HLA-B*44:09 and compared their features with that of the published peptide features of HLA-B*44:02. Both alleles illustrate an anchor motif of E at p2. In contrast to the C-terminal peptide binding motif of B*44:02 (W, F, Y or L), B*44:09-derived peptides are restricted predominantly to L or F. The source of peptides for both alleles is identical (LCL 721.221 cells) allowing us to identify 23 shared peptides. The majority of these peptides however contained the restricted B*44:09 anchor motif of F or L at the pΩ position. Molecular modelling based on the B*44:02 structure highlights that the differences of the C-terminal peptide anchor between both alleles can be explained primarily by the B*44:02(81Ala) > B*44:09(81Leu) polymorphism which restricts the size of the amino acid that can be accommodated in the F pocket of B*44:09. These results highlight that every amino acid substitution has an impact of certain magnitude on the alleles function and demonstrate how surrounding residues orchestrate peptide specificity.
Collapse
Affiliation(s)
- Trevor Huyton
- Institute for Transfusion Medicine, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany
| | | | | | | |
Collapse
|
53
|
Martorelli D, Guidoboni M, De Re V, Muraro E, Turrini R, Merlo A, Pasini E, Caggiari L, Romagnoli L, Spina M, Mortarini R, Gasparotto D, Mazzucato M, Carbone A, Rosato A, Anichini A, Dolcetti R. IGKV3 proteins as candidate "off-the-shelf" vaccines for kappa-light chain-restricted B-cell non-Hodgkin lymphomas. Clin Cancer Res 2012; 18:4080-91. [PMID: 22705988 DOI: 10.1158/1078-0432.ccr-12-0763] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE An increasing set of B-cell non-Hodgkin lymphomas (B-NHL) show a biased usage of IGKV3-20 and IGKV3-15 immunoglobulin genes, a feature that could be exploited for the development of ready-to-use, broadly applicable cancer vaccines. EXPERIMENTAL DESIGN The immunogenic properties of clonal IGKV3-20 and IGKV3-15 proteins were analyzed with particular focus on their ability to elicit cross-reactive responses against molecularly related IGKV proteins expressed by different B-cell lymphoproliferative disorders. RESULTS IGK+ lymphoma patients show humoral and T-cell responses to IGKV3-20 and IGKV3-15 proteins and IGKV3-specific cytotoxic T lymphocytes (CTL) can be easily induced ex vivo. IGKV3-20-specific CTLs cross-react against different IGKV3 proteins, an effect mediated by the presence of 21 shared, sometimes promiscuous, T-cell epitopes, presented by common HLA class I allele products, thus assuring a broad HLA coverage of IGKV3-based vaccines. Many natural epitope variants are carried by IGK light chains expressed by a broad spectrum of B-NHLs and we show that IGKV3-20-specific CTLs cross-react also against several of these variant epitopes. Both humoral and CTL-specific responses were induced by KLH-conjugated IGKV3-20 protein in HLA-A2-transgenic mice and coinjection of IGKV3-20-specific CTLs with IGKV3-20+ or IGKV3-15+ lymphoma cells into SCID mice totally prevented tumor growth, thus confirming the ability of these effectors to mediate efficient and cross-reactive cytotoxic responses also in vivo. CONCLUSIONS These results provide the rationale to exploit IGKV3 proteins as "off-the-shelf" vaccines for a large fraction of lymphoma patients.
Collapse
MESH Headings
- Adult
- Aged
- Amino Acid Sequence
- Animals
- Cancer Vaccines/administration & dosage
- Cancer Vaccines/immunology
- Cell Line, Tumor
- Cross Reactions/immunology
- Enzyme-Linked Immunosorbent Assay
- Epitopes, T-Lymphocyte/immunology
- Female
- Flow Cytometry
- HLA Antigens/genetics
- HLA Antigens/immunology
- HLA-A2 Antigen/genetics
- HLA-A2 Antigen/immunology
- Humans
- Immunity, Humoral/immunology
- Immunoglobulin kappa-Chains/immunology
- Lymphoma, B-Cell/immunology
- Lymphoma, B-Cell/pathology
- Lymphoma, B-Cell/therapy
- Male
- Mice
- Mice, SCID
- Mice, Transgenic
- Middle Aged
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- T-Lymphocytes, Cytotoxic/immunology
- T-Lymphocytes, Cytotoxic/metabolism
- T-Lymphocytes, Cytotoxic/transplantation
- Xenograft Model Antitumor Assays
Collapse
Affiliation(s)
- Debora Martorelli
- Cancer Bio-Immunotherapy Unit, IRCCS-National Cancer Institute, Aviano, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
54
|
Axelsson-Robertson R, Magalhaes I, Parida SK, Zumla A, Maeurer M. The Immunological Footprint of Mycobacterium tuberculosis T-cell Epitope Recognition. J Infect Dis 2012; 205 Suppl 2:S301-15. [DOI: 10.1093/infdis/jis198] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
|
55
|
Carlson JM, Listgarten J, Pfeifer N, Tan V, Kadie C, Walker BD, Ndung'u T, Shapiro R, Frater J, Brumme ZL, Goulder PJR, Heckerman D. Widespread impact of HLA restriction on immune control and escape pathways of HIV-1. J Virol 2012; 86:5230-43. [PMID: 22379086 PMCID: PMC3347390 DOI: 10.1128/jvi.06728-11] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2011] [Accepted: 02/20/2012] [Indexed: 11/20/2022] Open
Abstract
The promiscuous presentation of epitopes by similar HLA class I alleles holds promise for a universal T-cell-based HIV-1 vaccine. However, in some instances, cytotoxic T lymphocytes (CTL) restricted by HLA alleles with similar or identical binding motifs are known to target epitopes at different frequencies, with different functional avidities and with different apparent clinical outcomes. Such differences may be illuminated by the association of similar HLA alleles with distinctive escape pathways. Using a novel computational method featuring phylogenetically corrected odds ratios, we systematically analyzed differential patterns of immune escape across all optimally defined epitopes in Gag, Pol, and Nef in 2,126 HIV-1 clade C-infected adults. Overall, we identified 301 polymorphisms in 90 epitopes associated with HLA alleles belonging to shared supertypes. We detected differential escape in 37 of 38 epitopes restricted by more than one allele, which included 278 instances of differential escape at the polymorphism level. The majority (66 to 97%) of these resulted from the selection of unique HLA-specific polymorphisms rather than differential epitope targeting rates, as confirmed by gamma interferon (IFN-γ) enzyme-linked immunosorbent spot assay (ELISPOT) data. Discordant associations between HLA alleles and viral load were frequently observed between allele pairs that selected for differential escape. Furthermore, the total number of associated polymorphisms strongly correlated with average viral load. These studies confirm that differential escape is a widespread phenomenon and may be the norm when two alleles present the same epitope. Given the clinical correlates of immune escape, such heterogeneity suggests that certain epitopes will lead to discordant outcomes if applied universally in a vaccine.
Collapse
|
56
|
Uncommon pathways of immune escape attenuate HIV-1 integrase replication capacity. J Virol 2012; 86:6913-23. [PMID: 22496233 DOI: 10.1128/jvi.07133-11] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
An attenuation of the HIV-1 replication capacity (RC) has been observed for immune-mediated escape mutations in Gag restricted by protective HLA alleles. However, the extent to which escape mutations affect other viral proteins during natural infection is not well understood. We generated recombinant viruses encoding plasma HIV-1 RNA integrase sequences from antiretroviral-naïve individuals with early (n = 88) and chronic (n = 304) infections and measured the in vitro RC of each. In contrast to data from previous studies of Gag, we observed little evidence that host HLA allele expression was associated with integrase RC. A modest negative correlation was observed between the number of HLA-B-associated integrase polymorphisms and RC in chronic infection (R = -0.2; P = 0.003); however, this effect was not driven by mutations restricted by protective HLA alleles. Notably, the integrase variants S119R, G163E, and I220L, which represent uncommon polymorphisms associated with HLA-C*05, -A*33, and -B*52, respectively, correlated with lower RC (all q < 0.2). We identified a novel C*05-restricted epitope (HTDNGSNF(114-121)) that likely contributes to the selection of the S119R variant, the polymorphism most significantly associated with lower RC in patient sequences. An NL4-3 mutant encoding the S119R polymorphism displayed a ~35%-reduced function that was rescued by a single compensatory mutation of A91E. Together, these data indicate that substantial HLA-driven attenuation of integrase is not a general phenomenon during HIV-1 adaptation to host immunity. However, uncommon polymorphisms selected by HLA alleles that are not conventionally regarded to be protective may be associated with impaired protein function. Vulnerable epitopes in integrase might therefore be considered for future vaccine strategies.
Collapse
|
57
|
Mothe B, Llano A, Ibarrondo J, Zamarreño J, Schiaulini M, Miranda C, Ruiz-Riol M, Berger CT, Herrero MJ, Palou E, Plana M, Rolland M, Khatri A, Heckerman D, Pereyra F, Walker BD, Weiner D, Paredes R, Clotet B, Felber BK, Pavlakis GN, Mullins JI, Brander C. CTL responses of high functional avidity and broad variant cross-reactivity are associated with HIV control. PLoS One 2012; 7:e29717. [PMID: 22238642 PMCID: PMC3251596 DOI: 10.1371/journal.pone.0029717] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Accepted: 12/02/2011] [Indexed: 12/19/2022] Open
Abstract
Cytotoxic T lymphocyte (CTL) responses targeting specific HIV proteins, in particular Gag, have been associated with relative control of viral replication in vivo. However, Gag-specific CTL can also be detected in individuals who do not control the virus and it remains thus unclear how Gag-specific CTL may mediate the beneficial effects in some individuals but not in others. Here, we used a 10mer peptide set spanning HIV Gag-p24 to determine immunogen-specific T-cell responses and to assess functional properties including functional avidity and cross-reactivity in 25 HIV-1 controllers and 25 non-controllers without protective HLA class I alleles. Our data challenge the common belief that Gag-specific T cell responses dominate the virus-specific immunity exclusively in HIV-1 controllers as both groups mounted responses of comparable breadths and magnitudes against the p24 sequence. However, responses in controllers reacted to lower antigen concentrations and recognized more epitope variants than responses in non-controllers. These cross-sectional data, largely independent of particular HLA genetics and generated using direct ex-vivo samples thus identify T cell responses of high functional avidity and with broad variant reactivity as potential functional immune correlates of relative HIV control.
Collapse
Affiliation(s)
- Beatriz Mothe
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Lluita contra la Sida' Foundation, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Anuska Llano
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Javier Ibarrondo
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Jennifer Zamarreño
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Mattia Schiaulini
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Cristina Miranda
- Lluita contra la Sida' Foundation, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Marta Ruiz-Riol
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Christoph T. Berger
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, United States of America
| | - M. José Herrero
- Department of Immunology, LIRAD-Banc de Sang i Teixits, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Eduard Palou
- Department of Immunology, LIRAD-Banc de Sang i Teixits, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Montse Plana
- AIDS Research Group-IDIBAPS, Hospital Clinic, HIVACAT, University of Barcelona, Barcelona, Spain
| | - Morgane Rolland
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Ashok Khatri
- Massachusetts General Hospital, Peptide/Protein Core Facility, Boston, Massachusetts, United States of America
| | - David Heckerman
- Microsoft Research, Redmond, Washington, United States of America
| | - Florencia Pereyra
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, United States of America
| | - Bruce D. Walker
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
| | - David Weiner
- University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Roger Paredes
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Lluita contra la Sida' Foundation, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Bonaventura Clotet
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Lluita contra la Sida' Foundation, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | | | | | - James I. Mullins
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Christian Brander
- IrsiCaixa AIDS Research Institute - HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| |
Collapse
|
58
|
Mothe B, Llano A, Ibarrondo J, Daniels M, Miranda C, Zamarreño J, Bach V, Zuniga R, Pérez-Álvarez S, Berger CT, Puertas MC, Martinez-Picado J, Rolland M, Farfan M, Szinger JJ, Hildebrand WH, Yang OO, Sanchez-Merino V, Brumme CJ, Brumme ZL, Heckerman D, Allen TM, Mullins JI, Gómez G, Goulder PJ, Walker BD, Gatell JM, Clotet B, Korber BT, Sanchez J, Brander C. Definition of the viral targets of protective HIV-1-specific T cell responses. J Transl Med 2011; 9:208. [PMID: 22152067 PMCID: PMC3292987 DOI: 10.1186/1479-5876-9-208] [Citation(s) in RCA: 131] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2011] [Accepted: 12/07/2011] [Indexed: 02/08/2023] Open
Abstract
Background The efficacy of the CTL component of a future HIV-1 vaccine will depend on the induction of responses with the most potent antiviral activity and broad HLA class I restriction. However, current HIV vaccine designs are largely based on viral sequence alignments only, not incorporating experimental data on T cell function and specificity. Methods Here, 950 untreated HIV-1 clade B or -C infected individuals were tested for responses to sets of 410 overlapping peptides (OLP) spanning the entire HIV-1 proteome. For each OLP, a "protective ratio" (PR) was calculated as the ratio of median viral loads (VL) between OLP non-responders and responders. Results For both clades, there was a negative relationship between the PR and the entropy of the OLP sequence. There was also a significant additive effect of multiple responses to beneficial OLP. Responses to beneficial OLP were of significantly higher functional avidity than responses to non-beneficial OLP. They also had superior in-vitro antiviral activities and, importantly, were at least as predictive of individuals' viral loads than their HLA class I genotypes. Conclusions The data thus identify immunogen sequence candidates for HIV and provide an approach for T cell immunogen design applicable to other viral infections.
Collapse
Affiliation(s)
- Beatriz Mothe
- Irsicaixa AIDS Research Institute-HIVACAT, Badalona, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
59
|
Berger CT, Frahm N, Price DA, Mothe B, Ghebremichael M, Hartman KL, Henry LM, Brenchley JM, Ruff LE, Venturi V, Pereyra F, Sidney J, Sette A, Douek DC, Walker BD, Kaufmann DE, Brander C. High-functional-avidity cytotoxic T lymphocyte responses to HLA-B-restricted Gag-derived epitopes associated with relative HIV control. J Virol 2011; 85:9334-45. [PMID: 21752903 PMCID: PMC3165743 DOI: 10.1128/jvi.00460-11] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Accepted: 06/30/2011] [Indexed: 12/20/2022] Open
Abstract
Virus-specific cytotoxic T lymphocytes (CTL) with high levels of functional avidity have been associated with viral clearance in hepatitis C virus infection and with enhanced antiviral protective immunity in animal models. However, the role of functional avidity as a determinant of HIV-specific CTL efficacy remains to be assessed. Here we measured the functional avidities of HIV-specific CTL responses targeting 20 different, optimally defined CTL epitopes restricted by 13 different HLA class I alleles in a cohort comprising 44 HIV controllers and 68 HIV noncontrollers. Responses restricted by HLA-B alleles and responses targeting epitopes located in HIV Gag exhibited significantly higher functional avidities than responses restricted by HLA-A or HLA-C molecules (P = 0.0003) or responses targeting epitopes outside Gag (P < 0.0001). The functional avidities of Gag-specific and HLA-B-restricted responses were higher in HIV controllers than in noncontrollers (P = 0.014 and P = 0.018) and were not restored in HIV noncontrollers initiating antiretroviral therapy. T-cell receptor (TCR) analyses revealed narrower TCR repertoires in higher-avidity CTL populations, which were dominated by public TCR sequences in HIV controllers. Together, these data link the presence of high-avidity Gag-specific and HLA-B-restricted CTL responses with viral suppression in vivo and provide new insights into the immune parameters that mediate spontaneous control of HIV infection.
Collapse
Affiliation(s)
- Christoph T. Berger
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Nicole Frahm
- Fred Hutchinson Cancer Research Center/NIAID HIV Vaccine Trials Network (HVTN), Seattle, Washington
| | - David A. Price
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
- Department of Infection, Immunity and Biochemistry, Cardiff University School of Medicine, Cardiff, Wales, United Kingdom
| | - Beatriz Mothe
- Lluita contra la Sida Foundation, Hospital Germans Trias i Pujol, Universitat Autònoma de Badalona, Barcelona, Spain
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Musie Ghebremichael
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kari L. Hartman
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Leah M. Henry
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Jason M. Brenchley
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Laura E. Ruff
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Vanessa Venturi
- Computational Biology Group, Centre for Vascular Research, University of New South Wales, Kensington, New South Wales, Australia
| | - Florencia Pereyra
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - John Sidney
- La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Daniel C. Douek
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Bruce D. Walker
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Daniel E. Kaufmann
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Christian Brander
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avancats (ICREA), Barcelona, Spain
| |
Collapse
|
60
|
Rao X, Hoof I, Fontaine Costa AICA, van Baarle D, Keşmir C. HLA class I allele promiscuity revisited. Immunogenetics 2011; 63:691-701. [PMID: 21695550 PMCID: PMC3190086 DOI: 10.1007/s00251-011-0552-6] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2011] [Accepted: 06/10/2011] [Indexed: 12/02/2022]
Abstract
The peptide repertoire presented on human leukocyte antigen (HLA) class I molecules is largely determined by the structure of the peptide binding groove. It is expected that the molecules having similar grooves (i.e., belonging to the same supertype) might present similar/overlapping peptides. However, the extent of promiscuity among HLA class I ligands remains controversial: while in many studies T cell responses are detected against epitopes presented by alternative molecules across HLA class I supertypes and loci, peptide elution studies report minute overlaps between the peptide repertoires of even related HLA molecules. To get more insight into the promiscuous peptide binding by HLA molecules, we analyzed the HLA peptide binding data from the large epitope repository, Immune Epitope Database (IEDB), and further performed in silico analysis to estimate the promiscuity at the population level. Both analyses suggest that an unexpectedly large fraction of HLA ligands (>50%) bind two or more HLA molecules, often across supertype or even loci. These results suggest that different HLA class I molecules can nevertheless present largely overlapping peptide sets, and that “functional” HLA polymorphism on individual and population level is probably much lower than previously anticipated.
Collapse
Affiliation(s)
- Xiangyu Rao
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584CH Utrecht, The Netherlands
| | - Ilka Hoof
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584CH Utrecht, The Netherlands
| | | | - Debbie van Baarle
- Department of Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Can Keşmir
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584CH Utrecht, The Netherlands
| |
Collapse
|
61
|
Greenbaum J, Sidney J, Chung J, Brander C, Peters B, Sette A. Functional classification of class II human leukocyte antigen (HLA) molecules reveals seven different supertypes and a surprising degree of repertoire sharing across supertypes. Immunogenetics 2011; 63:325-35. [PMID: 21305276 PMCID: PMC3626422 DOI: 10.1007/s00251-011-0513-0] [Citation(s) in RCA: 296] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2010] [Accepted: 01/06/2011] [Indexed: 01/19/2023]
Abstract
Previous studies have attempted to define human leukocyte antigen (HLA) class II supertypes, analogous to the case for class I, on the basis of shared peptide-binding motifs or structure. In the present study, we determined the binding capacity of a large panel of non-redundant peptides for a set of 27 common HLA DR, DQ, and DP molecules. The measured binding data were then used to define class II supertypes on the basis of shared binding repertoires. Seven different supertypes (main DR, DR4, DRB3, main DQ, DQ7, main DP, and DP2) were defined. The molecules associated with the respective supertypes fell largely along lines defined by MHC locus and reflect, in broad terms, commonalities in reported peptide-binding motifs. Repertoire overlaps between molecules within the same class II supertype were found to be similar in magnitude to what has been observed for HLA class I supertypes. Surprisingly, however, the degree to which repertoires between molecules in the different class II supertypes also overlapped was found to be five to tenfold higher than repertoire overlaps noted between molecules in different class I supertypes. These results highlight a high degree of repertoire overlap amongst all HLA class II molecules, perhaps reflecting binding in multiple registers, and more pronounced dependence on backbone interactions rather than peptide anchor residues. This fundamental difference between HLA class I and class II would not have been predicted on the basis of analysis of either binding motifs or the sequence/predicted structures of the HLA molecules.
Collapse
Affiliation(s)
- Jason Greenbaum
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| | - John Sidney
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| | - Jolan Chung
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| | - Christian Brander
- AIDS Research Institute, Fundacio irsiCaixa-HIVACAT, Hospital Universitari Germans Trias i Pujol, Ctra del Canyet s/n, 08916, Badalona, Barcelona, Catalonia, Spain
| | - Bjoern Peters
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| |
Collapse
|
62
|
Greenbaum J, Sidney J, Chung J, Brander C, Peters B, Sette A. Functional classification of class II human leukocyte antigen (HLA) molecules reveals seven different supertypes and a surprising degree of repertoire sharing across supertypes. Immunogenetics 2011; 63:325-335. [PMID: 21305276 DOI: 10.1007/s00251-011-0513-0.functional] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2010] [Accepted: 01/06/2011] [Indexed: 05/26/2023]
Abstract
Previous studies have attempted to define human leukocyte antigen (HLA) class II supertypes, analogous to the case for class I, on the basis of shared peptide-binding motifs or structure. In the present study, we determined the binding capacity of a large panel of non-redundant peptides for a set of 27 common HLA DR, DQ, and DP molecules. The measured binding data were then used to define class II supertypes on the basis of shared binding repertoires. Seven different supertypes (main DR, DR4, DRB3, main DQ, DQ7, main DP, and DP2) were defined. The molecules associated with the respective supertypes fell largely along lines defined by MHC locus and reflect, in broad terms, commonalities in reported peptide-binding motifs. Repertoire overlaps between molecules within the same class II supertype were found to be similar in magnitude to what has been observed for HLA class I supertypes. Surprisingly, however, the degree to which repertoires between molecules in the different class II supertypes also overlapped was found to be five to tenfold higher than repertoire overlaps noted between molecules in different class I supertypes. These results highlight a high degree of repertoire overlap amongst all HLA class II molecules, perhaps reflecting binding in multiple registers, and more pronounced dependence on backbone interactions rather than peptide anchor residues. This fundamental difference between HLA class I and class II would not have been predicted on the basis of analysis of either binding motifs or the sequence/predicted structures of the HLA molecules.
Collapse
Affiliation(s)
- Jason Greenbaum
- La Jolla Institute for Allergy and Immunology, 9420 Athena Circle, La Jolla, CA 92037, USA
| | | | | | | | | | | |
Collapse
|
63
|
Maness NJ, Walsh AD, Rudersdorf RA, Erickson PA, Piaskowski SM, Wilson NA, Watkins DI. Chinese origin rhesus macaque major histocompatibility complex class I molecules promiscuously present epitopes from SIV associated with molecules of Indian origin; implications for immunodominance and viral escape. Immunogenetics 2011; 63:587-97. [PMID: 21626440 DOI: 10.1007/s00251-011-0538-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2011] [Accepted: 05/19/2011] [Indexed: 01/21/2023]
Abstract
The presentation of identical peptides by different major histocompatibility complex class I (MHC-I) molecules, termed promiscuity, is a controversial feature of T cell-mediated immunity to pathogens. The astounding diversity of MHC-I molecules in human populations, presumably to enable binding of equally diverse peptides, implies promiscuity would be a rare phenomenon. However, if it occurs, it would have important implications for immunity. We screened 77 animals for responses to peptides known to bind MHC-I molecules that were not expressed by these animals. Some cases of supposed promiscuity were determined to be the result of either non-identical optimal peptides or were simply not mapped to the correct MHC-I molecule in previous studies. Cases of promiscuity, however, were associated with alterations of immunodominance hierarchies, either in terms of the repertoire of peptides presented by the different MHC-I molecules or in the magnitude of the responses directed against the epitopes themselves. Specifically, we found that the Mamu-B*017:01-restricted peptides Vif HW8 and cRW9 were also presented by Mamu-A2*05:26 and targeted by an animal expressing that allele. We also found that the normally subdominant Mamu-A1*001:01 presented peptide Gag QI9 was also presented by Mamu-B*056:01. Both A2*05:26 and B*056:01 are molecules typically or exclusively expressed by animals of Chinese origin. These data clearly demonstrate that MHC-I epitope promiscuity, though rare, might have important implications for immunodominance and for the transmission of escape mutations, depending on the relative frequencies of the given alleles in a population.
Collapse
Affiliation(s)
- Nicholas James Maness
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, WI 53711, USA.
| | | | | | | | | | | | | |
Collapse
|
64
|
VINNER LASSE, HOLMGREN BIRGITTA, JENSEN KRISTOFFERJ, ESBJORNSSON JOAKIM, BORGGREN M, HENTZE JULIEL, KARLSSON INGRID, ANDRESEN BETINAS, GRAM GREGERSJ, KLOVERPRIS HENRIK, AABY PETER, DA SILVA ZACARIASJOSÉ, FENYÖ EVAMARIA, FOMSGAARD ANDERS. Sequence analysis of HIV-1 isolates from Guinea-Bissau: selection of vaccine epitopes relevant in both West African and European countries. APMIS 2011; 119:487-97. [DOI: 10.1111/j.1600-0463.2011.02763.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
65
|
Lenz TL. Computational prediction of MHC II-antigen binding supports divergent allele advantage and explains trans-species polymorphism. Evolution 2011; 65:2380-90. [PMID: 21790583 DOI: 10.1111/j.1558-5646.2011.01288.x] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The major histocompatibility complex (MHC), coding for antigen presenting molecules of the adaptive immune system, represents one of the most polymorphic regions in the vertebrate genome. The exceptional polymorphism, which is potentially maintained by balancing selection under host-parasite coevolution, comprises excessive sequence divergence among alleles as well as ancient allelic lineages that predate species divergence (trans-species polymorphism). Here, the mechanisms that are proposed to maintain such sequence divergence and ancient lineages are investigated. Established computational antigen-binding prediction algorithms, which are based on empirical databases, are employed to determine the overlap in bound antigens among individual MHC class IIB alleles. The results show that genetically more divergent allele pairs experience less overlap and thus present a broader range of potential antigens. These findings support the divergent allele advantage hypothesis and furthermore suggest an evolutionary advantage explaining the maintenance of divergent allelic lineages, that is, trans-species polymorphism. In addressing a quantitative rather than qualitative aspect of MHC alleles, these insights highlight a new direction for future research on MHC evolution.
Collapse
Affiliation(s)
- Tobias L Lenz
- Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306 Plön, Germany.
| |
Collapse
|
66
|
The polyomavirus BK large T-antigen-derived peptide elicits an HLA-DR promiscuous and polyfunctional CD4+ T-cell response. CLINICAL AND VACCINE IMMUNOLOGY : CVI 2011; 18:815-24. [PMID: 21367979 DOI: 10.1128/cvi.00487-10] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BK virus (BKV) nephropathy and hemorrhagic cystitis are increasingly recognized causes of disease in renal and hematopoietic stem cell transplant recipients, respectively. Functional characterization of the immune response to BKV is important for clinical diagnosis, prognosis, and vaccine design. A peptide mix (PepMix) and overlapping (OPP) or random (RPP) peptide pools derived from BKV large T antigen (LTA) were used to restimulate 14-day-expanded peripheral blood mononuclear cells (PBMC) from 27 healthy control subjects in gamma interferon (IFN-γ)-specific enzyme-linked immunospot (ELISPOT) assays. A T-cell response to LTA PepMix was detected in 15/27 subjects. A response was frequently observed with peptides derived from the helicase domain (9/15 subjects), while the DNA binding and host range domains were immunologically inert (0/15 subjects). For all nine subjects who responded to LTA peptide pools, the immune response could be explained largely by a 15-mer peptide designated P313. P313-specific CD4(+) T-cell clones demonstrated (i) stringent LTA peptide specificity; (ii) promiscuous recognition in the context of HLA-DR alleles; (iii) cross recognition of homologous peptides from the polyomavirus simian virus 40 (SV40); (iv) an effector memory phenotype, CD107a expression, and intracellular production of IFN-γ and tumor necrosis factor alpha (TNF-α); (v) cytotoxic activity in a chromium release assay; and (vi) the ability to directly present cognate antigen to autologous T cells. In conclusion, T-cell-mediated immunity to BKV in healthy subjects is associated with a polyfunctional population of CD4(+) T cells with dual T-helper and T-cytotoxic properties. HLA class II promiscuity in antigen presentation makes the targeted LTA peptide sequence a suitable candidate for inclusion in immunotherapy protocols.
Collapse
|
67
|
Genetic impact of vaccination on breakthrough HIV-1 sequences from the STEP trial. Nat Med 2011; 17:366-71. [PMID: 21358627 PMCID: PMC3053571 DOI: 10.1038/nm.2316] [Citation(s) in RCA: 181] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Accepted: 01/31/2011] [Indexed: 11/16/2022]
Abstract
We analyzed HIV-1 genome sequences from 68 newly-infected volunteers in the Step HIV-1 vaccine trial. To determine whether the vaccine exerted selective T-cell pressure on breakthrough viruses, we identified potential T-cell epitopes in the founder sequences and compared them to epitopes in the vaccine. We found greater distances for sequences from vaccine recipients than from placebo recipients (p-values ranging from < 0.0001 to 0.09). The most significant signature site distinguishing vaccine from placebo recipients was Gag-84, a site encompassed by several epitopes contained in the vaccine and restricted by HLA alleles common in the cohort. Moreover, the extended divergence was confined to the vaccine components of the virus (Gag, Pol, Nef) and not found in other HIV-1 proteins. These results represent the first evidence of selective pressure from vaccine-induced T-cell responses on HIV-1 infection.
Collapse
|
68
|
Huang XL, Fan Z, Borowski L, Mailliard RB, Rolland M, Mullins JI, Day RD, Rinaldo CR. Dendritic cells reveal a broad range of MHC class I epitopes for HIV-1 in persons with suppressed viral load on antiretroviral therapy. PLoS One 2010; 5:e12936. [PMID: 20886040 PMCID: PMC2944894 DOI: 10.1371/journal.pone.0012936] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2010] [Accepted: 08/29/2010] [Indexed: 01/08/2023] Open
Abstract
Background HIV-1 remains sequestered during antiretroviral therapy (ART) and can resume high-level replication upon cessation of ART or development of drug resistance. Reactivity of memory CD8+ T lymphocytes to HIV-1 could potentially inhibit this residual viral replication, but is largely muted by ART in relation to suppression of viral antigen burden. Dendritic cells (DC) are important for MHC class I processing and presentation of peptide epitopes to memory CD8+ T cells, and could potentially be targeted to activate memory CD8+ T cells to a broad array of HIV-1 epitopes during ART. Principal Findings We show for the first time that HIV-1 peptide-loaded, CD40L-matured DC from HIV-1 infected persons on ART induce IFN gamma production by CD8+ T cells specific for a much broader range and magnitude of Gag and Nef epitopes than do peptides without DC. The DC also reveal novel, MHC class I restricted, Gag and Nef epitopes that are able to induce polyfunctional T cells producing various combinations of IFN gamma, interleukin 2, tumor necrosis factor alpha, macrophage inhibitory protein 1 beta and the cytotoxic de-granulation molecule CD107a. Significance There is an underlying, broad antigenic spectrum of anti-HIV-1, memory CD8+ T cell reactivity in persons on ART that is revealed by DC. This supports the use of DC-based immunotherapy for HIV-1 infection.
Collapse
Affiliation(s)
- Xiao-Li Huang
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Zheng Fan
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - LuAnn Borowski
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Robbie B. Mailliard
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Morgane Rolland
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - James I. Mullins
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Richard D. Day
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Biostatistics, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Charles R. Rinaldo
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Biostatistics, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Department of Pathology, Graduate School of Public Health and School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- * E-mail:
| |
Collapse
|
69
|
Larsen MV, Lelic A, Parsons R, Nielsen M, Hoof I, Lamberth K, Loeb MB, Buus S, Bramson J, Lund O. Identification of CD8+ T cell epitopes in the West Nile virus polyprotein by reverse-immunology using NetCTL. PLoS One 2010; 5:e12697. [PMID: 20856867 PMCID: PMC2939062 DOI: 10.1371/journal.pone.0012697] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Accepted: 08/21/2010] [Indexed: 11/19/2022] Open
Abstract
Background West Nile virus (WNV) is a growing threat to public health and a greater understanding of the immune response raised against WNV is important for the development of prophylactic and therapeutic strategies. Methodology/Principal Findings In a reverse-immunology approach, we used bioinformatics methods to predict WNV-specific CD8+ T cell epitopes and selected a set of peptides that constitutes maximum coverage of 20 fully-sequenced WNV strains. We then tested these putative epitopes for cellular reactivity in a cohort of WNV-infected patients. We identified 26 new CD8+ T cell epitopes, which we propose are restricted by 11 different HLA class I alleles. Aiming for optimal coverage of human populations, we suggest that 11 of these new WNV epitopes would be sufficient to cover from 48% to 93% of ethnic populations in various areas of the World. Conclusions/Significance The 26 identified CD8+ T cell epitopes contribute to our knowledge of the immune response against WNV infection and greatly extend the list of known WNV CD8+ T cell epitopes. A polytope incorporating these and other epitopes could possibly serve as the basis for a WNV vaccine.
Collapse
Affiliation(s)
- Mette Voldby Larsen
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
70
|
Paul S, Piontkivska H. Frequent associations between CTL and T-Helper epitopes in HIV-1 genomes and implications for multi-epitope vaccine designs. BMC Microbiol 2010; 10:212. [PMID: 20696039 PMCID: PMC2924856 DOI: 10.1186/1471-2180-10-212] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2010] [Accepted: 08/09/2010] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Epitope vaccines have been suggested as a strategy to counteract viral escape and development of drug resistance. Multiple studies have shown that Cytotoxic T-Lymphocyte (CTL) and T-Helper (Th) epitopes can generate strong immune responses in Human Immunodeficiency Virus (HIV-1). However, not much is known about the relationship among different types of HIV epitopes, particularly those epitopes that can be considered potential candidates for inclusion in the multi-epitope vaccines. RESULTS In this study we used association rule mining to examine relationship between different types of epitopes (CTL, Th and antibody epitopes) from nine protein-coding HIV-1 genes to identify strong associations as potent multi-epitope vaccine candidates. Our results revealed 137 association rules that were consistently present in the majority of reference and non-reference HIV-1 genomes and included epitopes of two different types (CTL and Th) from three different genes (Gag, Pol and Nef). These rules involved 14 non-overlapping epitope regions that frequently co-occurred despite high mutation and recombination rates, including in genomes of circulating recombinant forms. These epitope regions were also highly conserved at both the amino acid and nucleotide levels indicating strong purifying selection driven by functional and/or structural constraints and hence, the diminished likelihood of successful escape mutations. CONCLUSIONS Our results provide a comprehensive systematic survey of CTL, Th and Ab epitopes that are both highly conserved and co-occur together among all subtypes of HIV-1, including circulating recombinant forms. Several co-occurring epitope combinations were identified as potent candidates for inclusion in multi-epitope vaccines, including epitopes that are immuno-responsive to different arms of the host immune machinery and can enable stronger and more efficient immune responses, similar to responses achieved with adjuvant therapies. Signature of strong purifying selection acting at the nucleotide level of the associated epitopes indicates that these regions are functionally critical, although the exact reasons behind such sequence conservation remain to be elucidated.
Collapse
Affiliation(s)
- Sinu Paul
- Department of Biological Sciences, Kent State University, Kent, Ohio 44242, USA
| | | |
Collapse
|
71
|
High throughput T epitope mapping and vaccine development. J Biomed Biotechnol 2010; 2010:325720. [PMID: 20617148 PMCID: PMC2896667 DOI: 10.1155/2010/325720] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2009] [Revised: 02/18/2010] [Accepted: 04/20/2010] [Indexed: 11/22/2022] Open
Abstract
Mapping of antigenic peptide sequences from proteins of relevant pathogens recognized by T helper (Th) and by cytolytic T lymphocytes (CTL) is crucial for vaccine development. In fact, mapping of T-cell epitopes provides useful information for the design of peptide-based vaccines and of peptide libraries to monitor specific cellular immunity in protected individuals, patients and vaccinees. Nevertheless, epitope mapping is a challenging task. In fact, large panels of overlapping peptides need to be tested with lymphocytes to identify the sequences that induce a T-cell response. Since numerous peptide panels from antigenic proteins are to be screened, lymphocytes available from human subjects are a limiting factor. To overcome this limitation, high throughput (HTP) approaches based on miniaturization and automation of T-cell assays are needed. Here we consider the most recent applications of the HTP approach to T epitope mapping. The alternative or complementary use of in silico prediction and experimental epitope definition is discussed in the context of the recent literature. The currently used methods are described with special reference to the possibility of applying the HTP concept to make epitope mapping an easier procedure in terms of time, workload, reagents, cells and overall cost.
Collapse
|
72
|
Schmid BV, Kęsmir C, de Boer RJ. Quantifying how MHC polymorphism prevents pathogens from adapting to the antigen presentation pathway. Epidemics 2010; 2:99-108. [PMID: 21352780 DOI: 10.1016/j.epidem.2010.05.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2009] [Revised: 04/14/2010] [Accepted: 05/28/2010] [Indexed: 11/19/2022] Open
Abstract
The classical antigen presentation pathway consists of two monomorphic (proteasome and TAP) and one polymorphic components (MHC Class I). Viruses can escape CTL responses by mutating an epitope so that it is no longer correctly processed by the pathway. Whereas escape mutations that affect MHC binding are typically no longer under selection pressure in the next host of the virus (as hosts differ in their MHC alleles), escape mutations that affect the antigen processing of epitope precursors prevent the use of those epitope precursors by any of the MHC alleles in a host population. Viruses might therefore be under selection pressure to adapt to the monomorphic proteasome and TAP. We designed an agent-based model of a host population, in which an HIV-1 like virus adapts to the antigen presentation pathway of individual hosts, as the virus spreads through the population. We studied how the polymorphism of the MHC and the monomorphism of the proteasome and TAP affected the level of adaptation to the host population that the virus could reach. We found that due to the polymorphism and high specificity of the MHC class I molecules, the CTL epitopes that are targeted by the CTL responses of different hosts do not share many epitope precursors. Therefore, escape mutations in epitope precursors are frequently released from immune selection pressure, and can revert back to the virus wildtype sequence. As a result, the selection pressure on the virus to adapt to the proteasome and TAP is relatively small, which explains the low level of adaptation of the virus to the monomorphic steps in the antigen presentation pathway.
Collapse
Affiliation(s)
- B V Schmid
- RIVM, Bilthoven, The Netherlands; Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands.
| | - C Kęsmir
- Academic Biomedical Centre, Utrecht, The Netherlands; Faculty of Biology, Utrecht University, Utrecht, The Netherlands
| | - R J de Boer
- Faculty of Biology, Utrecht University, Utrecht, The Netherlands
| |
Collapse
|
73
|
Lundegaard C, Lund O, Buus S, Nielsen M. Major histocompatibility complex class I binding predictions as a tool in epitope discovery. Immunology 2010; 130:309-18. [PMID: 20518827 DOI: 10.1111/j.1365-2567.2010.03300.x] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
SUMMARY Over the last decade, in silico models of the major histocompatibility complex (MHC) class I pathway have developed significantly. Before, peptide binding could only be reliably modelled for a few major human or mouse histocompatibility molecules; now, high-accuracy predictions are available for any human leucocyte antigen (HLA) -A or -B molecule with known protein sequence. Furthermore, peptide binding to MHC molecules from several non-human primates, mouse strains and other mammals can now be predicted. In this review, a number of different prediction methods are briefly explained, highlighting the most useful and historically important. Selected case stories, where these 'reverse immunology' systems have been used in actual epitope discovery, are briefly reviewed. We conclude that this new generation of epitope discovery systems has become a highly efficient tool for epitope discovery, and recommend that the less accurate prediction systems of the past be abandoned, as these are obsolete.
Collapse
Affiliation(s)
- Claus Lundegaard
- Department of Systems Biology, Centre for Biological Sequence Analysis, Technical University of Denmark, Lyngby, Denmark.
| | | | | | | |
Collapse
|
74
|
Koehler RN, Walsh AM, Sanders-Buell EE, Eller LA, Eller M, Currier JR, Bautista CT, Wabwire-Mangen F, Hoelscher M, Maboko L, Kim J, Michael NL, Robb ML, McCutchan FE, Kijak GH. High-throughput high-resolution class I HLA genotyping in East Africa. PLoS One 2010; 5:e10751. [PMID: 20505773 PMCID: PMC2873994 DOI: 10.1371/journal.pone.0010751] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2009] [Accepted: 04/14/2010] [Indexed: 11/18/2022] Open
Abstract
HLA, the most genetically diverse loci in the human genome, play a crucial role in host-pathogen interaction by mediating innate and adaptive cellular immune responses. A vast number of infectious diseases affect East Africa, including HIV/AIDS, malaria, and tuberculosis, but the HLA genetic diversity in this region remains incompletely described. This is a major obstacle for the design and evaluation of preventive vaccines. Available HLA typing techniques, that provide the 4-digit level resolution needed to interpret immune responses, lack sufficient throughput for large immunoepidemiological studies. Here we present a novel HLA typing assay bridging the gap between high resolution and high throughput. The assay is based on real-time PCR using sequence-specific primers (SSP) and can genotype carriers of the 49 most common East African class I HLA-A, -B, and -C alleles, at the 4-digit level. Using a validation panel of 175 samples from Kampala, Uganda, previously defined by sequence-based typing, the new assay performed with 100% sensitivity and specificity. The assay was also implemented to define the HLA genetic complexity of a previously uncharacterized Tanzanian population, demonstrating its inclusion in the major East African genetic cluster. The availability of genotyping tools with this capacity will be extremely useful in the identification of correlates of immune protection and the evaluation of candidate vaccine efficacy.
Collapse
Affiliation(s)
- Rebecca N. Koehler
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Anne M. Walsh
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Eric E. Sanders-Buell
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Leigh Anne Eller
- Makerere University Walter Reed Research Project, Henry M. Jackson Foundation, Kampala, Uganda
| | - Michael Eller
- Makerere University Walter Reed Research Project, Henry M. Jackson Foundation, Kampala, Uganda
| | - Jeffrey R. Currier
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Christian T. Bautista
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | | | - Michael Hoelscher
- Department of Infectious Diseases and Tropical Medicine, University of Munich, Munich, Germany
- Mbeya Medical Research Program, Mbeya, Tanzania
| | | | - Jerome Kim
- United States Military HIV Research Program/Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
| | - Nelson L. Michael
- United States Military HIV Research Program/Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
| | - Merlin L. Robb
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Francine E. McCutchan
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
| | - Gustavo H. Kijak
- United States Military HIV Research Program/Henry M. Jackson Foundation, Rockville, Maryland, United States of America
- * E-mail:
| |
Collapse
|
75
|
Wang M, Larsen MV, Nielsen M, Harndahl M, Justesen S, Dziegiel MH, Buus S, Tang ST, Lund O, Claesson MH. HLA class I binding 9mer peptides from influenza A virus induce CD4 T cell responses. PLoS One 2010; 5:e10533. [PMID: 20479886 PMCID: PMC2866539 DOI: 10.1371/journal.pone.0010533] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2010] [Accepted: 04/16/2010] [Indexed: 11/18/2022] Open
Abstract
Background Identification of human leukocyte antigen class I (HLA-I) restricted cytotoxic T cell (CTL) epitopes from influenza virus is of importance for the development of new effective peptide-based vaccines. Methodology/Principal Findings In the present work, bioinformatics was used to predict 9mer peptides derived from available influenza A viral proteins with binding affinity for at least one of the 12 HLA-I supertypes. The predicted peptides were then selected in a way that ensured maximal coverage of the available influenza A strains. One hundred and thirty one peptides were synthesized and their binding affinities for the HLA-I supertypes were measured in a biochemical assay. Influenza-specific T cell responses towards the peptides were quantified using IFNγ ELISPOT assays with peripheral blood mononuclear cells (PBMC) from adult healthy HLA-I typed donors as responder cells. Of the 131 peptides, 21 were found to induce T cell responses in 19 donors. In the ELISPOT assay, five peptides induced responses that could be totally blocked by the pan-specific anti-HLA-I antibody W6/32, whereas 15 peptides induced responses that could be completely blocked in the presence of the pan-specific anti-HLA class II (HLA-II) antibody IVA12. Blocking of HLA-II subtype reactivity revealed that 8 and 6 peptide responses were blocked by anti-HLA-DR and -DP antibodies, respectively. Peptide reactivity of PBMC depleted of CD4+ or CD8+ T cells prior to the ELISPOT culture revealed that effectors are either CD4+ (the majority of reactivities) or CD8+ T cells, never a mixture of these subsets. Three of the peptides, recognized by CD4+ T cells showed binding to recombinant DRA1*0101/DRB1*0401 or DRA1*0101/DRB5*0101 molecules in a recently developed biochemical assay. Conclusions/Significance HLA-I binding 9mer influenza virus-derived peptides induce in many cases CD4+ T cell responses restricted by HLA-II molecules.
Collapse
Affiliation(s)
- Mingjun Wang
- Department of International Health, Immunology and Microbiology, Faculty of Heath Sciences, University of Copenhagen, Copenhagen, Denmark
- * E-mail: (MW); (MHC)
| | - Mette V. Larsen
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Morten Nielsen
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Mikkel Harndahl
- Department of International Health, Immunology and Microbiology, Faculty of Heath Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sune Justesen
- Department of International Health, Immunology and Microbiology, Faculty of Heath Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Morten H. Dziegiel
- H:S Blood Bank KI 2034, Copenhagen University Hospital, Copenhagen, Denmark
| | - Søren Buus
- Department of International Health, Immunology and Microbiology, Faculty of Heath Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sheila T. Tang
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Ole Lund
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Mogens H. Claesson
- Department of International Health, Immunology and Microbiology, Faculty of Heath Sciences, University of Copenhagen, Copenhagen, Denmark
- * E-mail: (MW); (MHC)
| |
Collapse
|
76
|
Abstract
SUMMARY Major histocompatibility complex class II (MHC-II) molecules sample peptides from the extracellular space, allowing the immune system to detect the presence of foreign microbes from this compartment. To be able to predict the immune response to given pathogens, a number of methods have been developed to predict peptide-MHC binding. However, few methods other than the pioneering TEPITOPE/ProPred method have been developed for MHC-II. Despite recent progress in method development, the predictive performance for MHC-II remains significantly lower than what can be obtained for MHC-I. One reason for this is that the MHC-II molecule is open at both ends allowing binding of peptides extending out of the groove. The binding core of MHC-II-bound peptides is therefore not known a priori and the binding motif is hence not readily discernible. Recent progress has been obtained by including the flanking residues in the predictions. All attempts to make ab initio predictions based on protein structure have failed to reach predictive performances similar to those that can be obtained by data-driven methods. Thousands of different MHC-II alleles exist in humans. Recently developed pan-specific methods have been able to make reasonably accurate predictions for alleles that were not included in the training data. These methods can be used to define supertypes (clusters) of MHC-II alleles where alleles within each supertype have similar binding specificities. Furthermore, the pan-specific methods have been used to make a graphical atlas such as the MHCMotifviewer, which allows for visual comparison of specificities of different alleles.
Collapse
Affiliation(s)
- Morten Nielsen
- Department of Systems Biology, Technical University of Denmark, Centre for Biological Sequence Analysis, Lyngby, Denmark.
| | | | | | | |
Collapse
|
77
|
Rapin N, Hoof I, Lund O, Nielsen M. The MHC motif viewer: a visualization tool for MHC binding motifs. CURRENT PROTOCOLS IN IMMUNOLOGY 2010; Chapter 18:18.17.1-18.17.13. [PMID: 20143317 DOI: 10.1002/0471142735.im1817s88] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
In vertebrates, the onset of cellular immune reactions is controlled by presentation of peptides in complex with major histocompatibility complex (MHC) molecules to T cell receptors. In humans, MHCs are called human leukocyte antigens (HLAs). Different MHC molecules present different subsets of peptides, and knowledge of their binding specificities is important for understanding differences in the immune response between individuals. Algorithms predicting which peptides bind a given MHC molecule have recently been developed with high prediction accuracy. The utility of these algorithms is hampered by the lack of tools for browsing and comparing specificity of these molecules. We have developed a Web server, MHC Motif Viewer, which allows the display of the binding motif for MHC class I proteins for human, chimpanzee, rhesus monkey, mouse, and swine, as well as HLA-DR protein sequences. The binding motif for each MHC molecule is predicted using state-of-the-art, pan-specific peptide-MHC binding-prediction methods, and is visualized as a sequence logo, in a format that allows for a comprehensive interpretation of binding motif anchor positions and amino acid preferences.
Collapse
Affiliation(s)
- Nicolas Rapin
- Department of Pharmaceutics and Analytical Chemistry, Faculty of Pharmaceutical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ilka Hoof
- Department of Theoretical Biology/Bioinformatics, Utrecht University, Utrecht, The Netherlands.,Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Ole Lund
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | - Morten Nielsen
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| |
Collapse
|
78
|
Conservation and diversity of influenza A H1N1 HLA-restricted T cell epitope candidates for epitope-based vaccines. PLoS One 2010; 5:e8754. [PMID: 20090904 PMCID: PMC2807450 DOI: 10.1371/journal.pone.0008754] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2009] [Accepted: 12/23/2009] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND The immune-related evolution of influenza viruses is exceedingly complex and current vaccines against influenza must be reformulated for each influenza season because of the high degree of antigenic drift among circulating influenza strains. Delay in vaccine production is a serious problem in responding to a pandemic situation, such as that of the current H1N1 strain. Immune escape is generally attributed to reduced antibody recognition of the viral hemagglutinin and neuraminidase proteins whose rate of mutation is much greater than that of the internal non-structural proteins. As a possible alternative, vaccines directed at T cell epitope domains of internal influenza proteins, that are less susceptible to antigenic variation, have been investigated. METHODOLOGY/PRINCIPAL FINDINGS HLA transgenic mouse strains expressing HLA class I A*0201, A*2402, and B*0702, and class II DRB1*1501, DRB1*0301 and DRB1*0401 were immunized with 196 influenza H1N1 peptides that contained residues of highly conserved proteome sequences of the human H1N1, H3N2, H1N2, H5N1, and avian influenza A strains. Fifty-four (54) peptides that elicited 63 HLA-restricted peptide-specific T cell epitope responses were identified by IFN-gamma ELISpot assay. The 54 peptides were compared to the 2007-2009 human H1N1 sequences for selection of sequences in the design of a new candidate H1N1 vaccine, specifically targeted to highly-conserved HLA-restricted T cell epitopes. CONCLUSIONS/SIGNIFICANCE Seventeen (17) T cell epitopes in PB1, PB2, and M1 were selected as vaccine targets based on sequence conservation over the past 30 years, high functional avidity, non-identity to human peptides, clustered localization, and promiscuity to multiple HLA alleles. These candidate vaccine antigen sequences may be applicable to any avian or human influenza A virus.
Collapse
|
79
|
Berger CT, Carlson JM, Brumme CJ, Hartman KL, Brumme ZL, Henry LM, Rosato PC, Piechocka-Trocha A, Brockman MA, Harrigan PR, Heckerman D, Kaufmann DE, Brander C. Viral adaptation to immune selection pressure by HLA class I-restricted CTL responses targeting epitopes in HIV frameshift sequences. ACTA ACUST UNITED AC 2010; 207:61-75. [PMID: 20065065 PMCID: PMC2812535 DOI: 10.1084/jem.20091808] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
CD8+ cytotoxic T lymphocyte (CTL)-mediated immune responses to HIV contribute to viral control in vivo. Epitopes encoded by alternative reading frame (ARF) peptides may be targeted by CTLs as well, but their frequency and in vivo relevance are unknown. Using host genetic (human leukocyte antigen [HLA]) and plasma viral sequence information from 765 HIV-infected subjects, we identified 64 statistically significant (q<0.2) associations between specific HLA alleles and sequence polymorphisms in alternate reading frames of gag, pol, and nef that did not affect the regular frame protein sequence. Peptides spanning the top 20 HLA-associated imprints were used to test for ex vivo immune responses in 85 HIV-infected subjects and showed responses to 10 of these ARF peptides. The most frequent response recognized an HLA-A*03-restricted +2 frame-encoded epitope containing a unique A*03-associated polymorphism at position 6. Epitope-specific CTLs efficiently inhibited viral replication in vitro when viruses containing the wild-type sequence but not the observed polymorphism were tested. Mutating alternative internal start codons abrogated the CTL-mediated inhibition of viral replication. These data indicate that responses to ARF-encoded HIV epitopes are induced during natural infection, can contribute to viral control in vivo, and drive viral evolution on a population level.
Collapse
Affiliation(s)
- Christoph T Berger
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, Boston, MA 02129, USA
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
80
|
Axelsson-Robertson R, Weichold F, Sizemore D, Wulf M, Skeiky YAW, Sadoff J, Maeurer MJ. Extensive major histocompatibility complex class I binding promiscuity for Mycobacterium tuberculosis TB10.4 peptides and immune dominance of human leucocyte antigen (HLA)-B*0702 and HLA-B*0801 alleles in TB10.4 CD8 T-cell responses. Immunology 2009; 129:496-505. [PMID: 20002212 DOI: 10.1111/j.1365-2567.2009.03201.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The molecular definition of major histocompatibility complex (MHC) class I-presented CD8(+) T-cell epitopes from clinically relevant Mycobacterium tuberculosis (Mtb) target proteins will aid in the rational design of T-cell-based diagnostics of tuberculosis (TB) and the measurement of TB vaccine-take. We used an epitope discovery system, based on recombinant MHC class I molecules that cover the most frequent Caucasian alleles [human leucocyte antigen (HLA)-A*0101, A*0201, A*0301, A*1101, A*2402, B*0702, B*0801 and B*1501], to identify MHC class I-binding peptides from overlapping 9-mer peptides representing the Mtb protein TB10.4. A total of 33 MHC class I-binding epitopes were identified, spread across the entire amino acid sequence, with some clustering at the N- and C-termini of the protein. Binding of individual peptides or closely related peptide species to different MHC class I alleles was frequently observed. For instance, the common motif of xIMYNYPAMx bound to six of eight alleles. Affinity (50% effective dose) and off-rate (half life) analysis of candidate Mtb peptides will help to define the conditions for CD8(+) T-cell interaction with their nominal MHC class I-peptide ligands. Subsequent construction of tetramers allowed us to confirm the recognition of some of the epitopes by CD8(+) T cells from patients with active pulmonary TB. HLA-B alleles served as the dominant MHC class I restricting molecules for anti-Mtb TB10.4-specific CD8(+) T-cell responses measured in CD8(+) T cells from patients with pulmonary TB.
Collapse
|
81
|
Raghavan S, Selvaraj P, Swaminathan S, Narendran G. Short communication: association of HLA-A*1101 with resistance and B*4006 with susceptibility to HIV and HIV-TB: an in silico analysis of promiscuous T cell epitopes. AIDS Res Hum Retroviruses 2009; 25:1023-8. [PMID: 19803716 DOI: 10.1089/aid.2009.0022] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We have shown the association of HLA-A*11 with resistance and HLA-B*40 and -DR2 with susceptibility to HIV and HIV-TB. In the present study, we performed high-resolution subtyping of HLA-A*11 and -B*40 to identify the subtype level association, using the polymerase chain reaction-based sequence-specific oligonucleotide probe method. Underrepresentation of HLA-A*1101 was observed in overall HIV [p(c) = 0.012, OR 0.42 (95% confidence interval (CI) 0.24-0.72)] and HIV(+)TB(+) [p(c) = 0.001, OR 0.18 (95% CI 0.06-0.46)] compared to healthy controls. Significantly higher frequencies of HLA-B*4006 were observed in overall HIV [p = 0.0001, p(c) = 0.004, OR 2.71 (95% CI 1.58-4.75)], HIV(+)TB(-) [p = 0.0003, p(c) = 0.008, OR 2.82 (95% CI 1.56-5.17)], and HIV(+)TB(+) [p = 0.003, p(c) = 0.086, OR 2.56 (95% CI 1.33-4.95)] compared to healthy controls. An in silico analysis of potential T cell epitopes of consensus Gag and Pol sequences of HIV-1 subtype C Indian strains revealed relatively higher number of promiscuous HLA-B40, HLA-DRB1*1501, and -DRB1*1502 (HLA-DR2)-restricted epitopes in contrast to limited numbers of promiscuous binders restricted by HLA-A*1101. The results suggest that HLA-A*1101 may be associated with protection against HIV and the development of TB in HIV patients while HLA-B*4006 may be associated with susceptibility to HIV and TB development in HIV patients. The present study also suggests that the extent of promiscuity of T cell epitopes of HIV-1 subtype C restricted by HLA alleles exerting opposing effects might differ.
Collapse
Affiliation(s)
- S. Raghavan
- Department of Immunology, Tuberculosis Research Centre, Indian Council of Medical Research, Chetput, Chennai-600 031, India
| | - P. Selvaraj
- Department of Immunology, Tuberculosis Research Centre, Indian Council of Medical Research, Chetput, Chennai-600 031, India
| | - S. Swaminathan
- Department of Clinical Research, Tuberculosis Research Centre, Indian Council of Medical Research, Chetput, Chennai-600 031, India
| | - G. Narendran
- Department of Clinical Research, Tuberculosis Research Centre, Indian Council of Medical Research, Chetput, Chennai-600 031, India
| |
Collapse
|
82
|
McKinnon LR, Mao X, Kimani J, Wachihi C, Semeniuk C, Mendoza M, Liang B, Luo M, Fowke KR, Plummer FA, Ball TB. Epitope mapping of HIV-specific CD8+ T cells in a cohort dominated by clade A1 infection. PLoS One 2009; 4:e6965. [PMID: 19750221 PMCID: PMC2735720 DOI: 10.1371/journal.pone.0006965] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2009] [Accepted: 07/28/2009] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND CD8+ T cell responses are often detected at large magnitudes in HIV-infected subjects, and eliciting these responses is the central aim of many HIV-1 vaccine strategies. Population differences in CD8+ T cell epitope specificity will need to be understood if vaccines are to be effective in multiple geographic regions. METHODOLOGY/PRINCIPAL FINDINGS In a large Kenyan cohort, we compared responsive CD8+ T cell HIV-1 Env overlapping peptides (OLPs) to Best Defined Epitopes (BDEs), many of which have been defined in clade B infection. While the majority of BDEs (69%) were recognized in this population, nearly half of responsive OLPs (47%) did not contain described epitopes. Recognition frequencies of BDEs were inversely correlated to epitopic sequence differences between clade A1 and BDE (P = 0.019), and positively selected residues were more frequent in "new" OLPs (without BDEs). We assessed the impact of HLA and TAP binding on epitope recognition frequencies, focusing on predicted and actual epitopes in the HLA B7 supertype. CONCLUSIONS/SIGNIFICANCE Although many previously described CD8 epitopes were recognized, several novel CD8 epitopes were defined in this population, implying that epitope mapping efforts have not been completely exhausted. Expansion of these studies will be critical to understand population differences in CD8 epitope recognition.
Collapse
Affiliation(s)
- Lyle R McKinnon
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Canada.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
83
|
Walsh SR, Gillis J, Peters B, Mothé BR, Sidney J, Sette A, Johnson RP. Diverse recognition of conserved orthopoxvirus CD8+ T cell epitopes in vaccinated rhesus macaques. Vaccine 2009; 27:4990-5000. [PMID: 19531389 PMCID: PMC2765250 DOI: 10.1016/j.vaccine.2009.05.077] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2008] [Revised: 05/08/2009] [Accepted: 05/28/2009] [Indexed: 10/20/2022]
Abstract
Vaccinia virus (VACV) induces a vigorous virus-specific CD8+ T cell response that plays an important role in control of poxvirus infection. To identify immunodominant poxvirus proteins and to facilitate future testing of smallpox vaccines in non-human primates, we used an algorithm for the prediction of VACV peptides able to bind to the common macaque MHC class I molecule Mamu-A*01. We synthesized 294 peptides derived from 97 VACV ORFs; 100 of these peptides did not contain the canonical proline at position three of the Mamu-A*01 binding motif. Cellular immune responses in PBMC from two vaccinia-vaccinated Mamu-A*01+ macaques were assessed by IFNgamma ELISPOT assays. Vaccinated macaques recognized 17 peptides from 16 different ORFs with 6 peptides recognized by both macaques. Comparison with other orthopoxvirus sequences revealed that 12 of these epitopes are strictly conserved between VACV, variola, and monkeypoxvirus. ELISPOT responses were also observed to eight epitopes that did not contain the canonical P3 proline. These results suggest that the virus-specific CD8+ T cell response is broadly directed against multiple VACV proteins and that a subset of these T cell epitopes is highly conserved among orthopoxviruses.
Collapse
Affiliation(s)
- Stephen R Walsh
- Division of Infectious Diseases, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, United States
| | | | | | | | | | | | | |
Collapse
|
84
|
Schmid BV, Keşmir C, de Boer RJ. The distribution of CTL epitopes in HIV-1 appears to be random, and similar to that of other proteomes. BMC Evol Biol 2009; 9:184. [PMID: 19653887 PMCID: PMC3087517 DOI: 10.1186/1471-2148-9-184] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2009] [Accepted: 08/04/2009] [Indexed: 11/20/2022] Open
Abstract
Background HIV-1 viruses are highly capable of mutating their proteins to escape the presentation of CTL epitopes in their current host. Upon transmission to another host, some escape mutations revert, but other remain stable in the virus sequence for at least several years. Depending on the rate of accumulation and reversion of escape mutations, HIV-1 could reach a high level of adaptation to the human population. Yusim et. al. hypothesized that the apparent clustering of CTL epitopes in the conserved regions of HIV-1 proteins could be an evolutionary signature left by large-scale adaptation of HIV-1 to its human/simian host. Results In this paper we quantified the distribution of CTL epitopes in HIV-1 and found that that in 99% of the HIV-1 protein sequences, the epitope distribution was indistinguishable from random. Similar percentages were found for HCV, Influenza and for three eukaryote proteomes (Human, Drosophila, Yeast). Conclusion We conclude that CTL epitopes in HIV-1 are randomly distributed, and that this distribution is similar to the distribution of CTL epitopes in proteins from other proteomes. Therefore, the visually apparent clustering of CTL epitopes in epitope maps should not be interpreted as a signature of a past large-scale adaptation of HIV-1 to the human cellular immune response.
Collapse
Affiliation(s)
- Boris V Schmid
- Theoretical Biology, Utrecht University, the Netherlands.
| | | | | |
Collapse
|
85
|
Paul S, Piontkivska H. Discovery of novel targets for multi-epitope vaccines: screening of HIV-1 genomes using association rule mining. Retrovirology 2009; 6:62. [PMID: 19580659 PMCID: PMC2716299 DOI: 10.1186/1742-4690-6-62] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2009] [Accepted: 07/06/2009] [Indexed: 11/24/2022] Open
Abstract
Background Studies have shown that in the genome of human immunodeficiency virus (HIV-1) regions responsible for interactions with the host's immune system, namely, cytotoxic T-lymphocyte (CTL) epitopes tend to cluster together in relatively conserved regions. On the other hand, "epitope-less" regions or regions with relatively low density of epitopes tend to be more variable. However, very little is known about relationships among epitopes from different genes, in other words, whether particular epitopes from different genes would occur together in the same viral genome. To identify CTL epitopes in different genes that co-occur in HIV genomes, association rule mining was used. Results Using a set of 189 best-defined HIV-1 CTL/CD8+ epitopes from 9 different protein-coding genes, as described by Frahm, Linde & Brander (2007), we examined the complete genomic sequences of 62 reference HIV sequences (including 13 subtypes and sub-subtypes with approximately 4 representative sequences for each subtype or sub-subtype, and 18 circulating recombinant forms). The results showed that despite inclusion of recombinant sequences that would be expected to break-up associations of epitopes in different genes when two different genomes are recombined, there exist particular combinations of epitopes (epitope associations) that occur repeatedly across the world-wide population of HIV-1. For example, Pol epitope LFLDGIDKA is found to be significantly associated with epitopes GHQAAMQML and FLKEKGGL from Gag and Nef, respectively, and this association rule is observed even among circulating recombinant forms. Conclusion We have identified CTL epitope combinations co-occurring in HIV-1 genomes including different subtypes and recombinant forms. Such co-occurrence has important implications for design of complex vaccines (multi-epitope vaccines) and/or drugs that would target multiple HIV-1 regions at once and, thus, may be expected to overcome challenges associated with viral escape.
Collapse
Affiliation(s)
- Sinu Paul
- Department of Biological Sciences, Kent State University, Kent, Ohio 44242, USA.
| | | |
Collapse
|
86
|
Ramaswami B, Popescu I, Macedo C, Metes D, Bueno M, Zeevi A, Shapiro R, Viscidi R, Randhawa PS. HLA-A01-, -A03-, and -A024-binding nanomeric epitopes in polyomavirus BK large T antigen. Hum Immunol 2009; 70:722-8. [PMID: 19446588 DOI: 10.1016/j.humimm.2009.05.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2008] [Revised: 05/01/2009] [Accepted: 05/08/2009] [Indexed: 11/19/2022]
Abstract
Polyomavirus BK (BKV) infections are increasingly recognized. The development of immune-monitoring strategies against BKV requires definition of antigenic epitopes. Bioinformatic algorithms were used to identify 60 BKV large T-antigen (LT-Ag) peptides predicted to bind HLA class I alleles. In vitro peptide binding was used to select a subset of 19 peptides for interferon (IFN)-gamma ELISPOT assays in 13 healthy subjects and 12 kidney transplant recipients. Four A01-, nine A03-, and five A24-binding immunogenic peptides were identified in 1 to 3 (14-67%) tested subjects in each group. BKV epitope sequences were identical to homologous JC virus sequences for 3 of 19 peptides and homologous SV40 sequences for 5 of 19 peptides. Homology modeling localized these epitopes to the helicase, origin of DNA binding, or J domains, respectively. In conclusion, we have identified multiple 9-mer BKV LT-Ag-derived immunogenic epitopes that bind HLA-A01, -A03, or -A24 molecules. Sequence alignments indicate that two epitopes, FLICKGVNK and RYWLFKGPI, are common to BKV, JC virus, and SV40 virus.
Collapse
MESH Headings
- Adult
- Antigens, Viral, Tumor/genetics
- Antigens, Viral, Tumor/immunology
- Antigens, Viral, Tumor/metabolism
- BK Virus/genetics
- BK Virus/immunology
- BK Virus/pathogenicity
- Cells, Cultured
- Computer Simulation
- Epitope Mapping
- Epitopes, T-Lymphocyte/genetics
- Epitopes, T-Lymphocyte/immunology
- Epitopes, T-Lymphocyte/metabolism
- Female
- Graft Rejection/complications
- Graft Rejection/immunology
- Graft Rejection/pathology
- Graft Rejection/virology
- HLA-A Antigens/metabolism
- Humans
- Interferon-gamma/metabolism
- JC Virus/genetics
- JC Virus/immunology
- Kidney Transplantation
- Lymphocyte Activation
- Male
- Middle Aged
- Peptide Fragments/genetics
- Peptide Fragments/immunology
- Peptide Fragments/metabolism
- Polyomavirus Infections/complications
- Polyomavirus Infections/immunology
- Polyomavirus Infections/pathology
- Polyomavirus Infections/virology
- Protein Binding
- Sequence Alignment
- Simian virus 40/genetics
- Simian virus 40/immunology
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- T-Lymphocytes/pathology
- Tumor Virus Infections/complications
- Tumor Virus Infections/immunology
- Tumor Virus Infections/pathology
- Tumor Virus Infections/virology
Collapse
Affiliation(s)
- Bala Ramaswami
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | | | | | | | | | | | | | | | | |
Collapse
|
87
|
Gasser O, Bihl F, Sanghavi S, Rinaldo C, Rowe D, Hess C, Stablein D, Roland M, Stock P, Brander C. Treatment-dependent loss of polyfunctional CD8+ T-cell responses in HIV-infected kidney transplant recipients is associated with herpesvirus reactivation. Am J Transplant 2009; 9:794-803. [PMID: 19298451 PMCID: PMC2746278 DOI: 10.1111/j.1600-6143.2008.02539.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Antiretroviral-therapy has dramatically changed the course of HIV infection and HIV-infected (HIV(+)) individuals are becoming more frequently eligible for solid-organ transplantation. However, only scarce data are available on how immunosuppressive (IS) strategies relate to transplantation outcome and immune function. We determined the impact of transplantation and immune-depleting treatment on CD4+ T-cell counts, HIV-, EBV-, and Cytomegalovirus (CMV)-viral loads and virus-specific T-cell immunity in a 1-year prospective cohort of 27 HIV(+) kidney transplant recipients. While the results show an increasing breadth and magnitude of the herpesvirus-specific cytotoxic T-cell (CTL) response over-time, they also revealed a significant depletion of polyfunctional virus-specific CTL in individuals receiving thymoglobulin as a lymphocyte-depleting treatment. The disappearance of polyfunctional CTL was accompanied by virologic EBV-reactivation events, directly linking the absence of specific polyfunctional CTL to viral reactivation. The data provide first insights into the immune-reserve in HIV+ infected transplant recipients and highlight new immunological effects of thymoglobulin treatment. Long-term studies will be needed to assess the clinical risk associated with thymoglobulin treatment, in particular with regards to EBV-associated lymphoproliferative diseases.
Collapse
Affiliation(s)
- O Gasser
- Partners AIDS Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts, United States, University Hospital Basel, Basel, Switzerland
| | - F Bihl
- University Hospital Geneva, Geneva, Switzerland
| | - S Sanghavi
- Infection Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - C Rinaldo
- Infection Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - D Rowe
- Infection Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States
| | - C Hess
- University Hospital Basel, Basel, Switzerland
| | - D Stablein
- Emmes Corporation, Maryland, United States
| | - M Roland
- University of California, San Francisco, California, United States
| | - P Stock
- University of California, San Francisco, California, United States
| | - C Brander
- Partners AIDS Research Center, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts, United States, Irsicaixa Foundation, Hospital Germans Trias I Pujol, Badalona, Barcelona, Spain, Institucio Catalana de Recerca i Estudis Avancats (ICREA), Barcelona, Spain
| |
Collapse
|
88
|
T-cell epitope prediction: rescaling can mask biological variation between MHC molecules. PLoS Comput Biol 2009; 5:e1000327. [PMID: 19300484 PMCID: PMC2650421 DOI: 10.1371/journal.pcbi.1000327] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2008] [Accepted: 02/09/2009] [Indexed: 11/19/2022] Open
Abstract
Theoretical methods for predicting CD8+ T-cell epitopes are an important tool in vaccine design and for enhancing our understanding of the cellular immune system. The most popular methods currently available produce binding affinity predictions across a range of MHC molecules. In comparing results between these MHC molecules, it is common practice to apply a normalization procedure known as rescaling, to correct for possible discrepancies between the allelic predictors. Using two of the most popular prediction software packages, NetCTL and NetMHC, we tested the hypothesis that rescaling removes genuine biological variation from the predicted affinities when comparing predictions across a number of MHC molecules. We found that removing the condition of rescaling improved the prediction software's performance both qualitatively, in terms of ranking epitopes, and quantitatively, in the accuracy of their binding affinity predictions. We suggest that there is biologically significant variation among class 1 MHC molecules and find that retention of this variation leads to significantly more accurate epitope prediction.
Collapse
|
89
|
Dalmau J, Puertas MC, Azuara M, Mariño A, Frahm N, Mothe B, Izquierdo-Useros N, Buzón MJ, Paredes R, Matas L, Allen TM, Brander C, Rodrigo C, Clotet B, Martinez-Picado J. Contribution of immunological and virological factors to extremely severe primary HIV type 1 infection. Clin Infect Dis 2009; 48:229-38. [PMID: 19093810 DOI: 10.1086/595704] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND During acute human immunodeficiency virus (HIV) infection, high viral loads and the induction of host immune responses typically coincide with the onset of clinical symptoms. However, clinically severe presentations during acute HIV type 1 (HIV-1) infection, including AIDS-defining symptoms, are unusual. METHODS Virus isolates were tested for clade, drug susceptibility, coreceptor use, and growth rate in 2 case reports of sexual transmission of HIV-1 infection. Human leukocyte antigen (HLA) genotype was determined, and HIV-1-specific cytotoxic T lymphocyte responses to an overlapping peptide set spanning the entire HIV clade A and clade B proteome were assayed. RESULTS The viruses isolated in the 2 unrelated case reports of severe primary HIV-1 infection showed R5/X4 dual-mixed tropism, belonged to clade B and CRF02-AG, and were highly replicative in peripheral blood mononuclear cell culture. Impaired humoral responses were paralleled by a profound absence of HIV-1-specific cytotoxic T lymphocyte responses to the entire viral proteome in the 2 case reports. In 1 case report for which the virus source was available, there was a remarkable HLA similarity between the 2 patients involved in the transmission event, because 3 of 4 HLA-A and HLA-B alleles had matched HLA supertype for both patients. CONCLUSIONS The data suggest that concurrence of viral and host factors contributes to the clinical severity of primary HIV-1 infection and that patients infected with highly replicative, dual-tropic viruses are more prone to develop AIDS-defining symptoms during acute infection if they are unable to mount humoral and cellular HIV-1-specific immune responses. The presence of concordant HLA supertypes might facilitate the preferential transmission of HLA-adapted viral variants, further accelerating disease progression.
Collapse
Affiliation(s)
- Judith Dalmau
- irsiCaixa Foundation, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
90
|
Yerly D, Heckerman D, Allen T, Suscovich TJ, Jojic N, Kadie C, Pichler WJ, Cerny A, Brander C. Design, expression, and processing of epitomized hepatitis C virus-encoded CTL epitopes. THE JOURNAL OF IMMUNOLOGY 2009; 181:6361-70. [PMID: 18941227 DOI: 10.4049/jimmunol.181.9.6361] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Hepatitis C virus (HCV) vaccine efficacy may crucially depend on immunogen length and coverage of viral sequence diversity. However, covering a considerable proportion of the circulating viral sequence variants would likely require long immunogens, which for the conserved portions of the viral genome, would contain unnecessarily redundant sequence information. In this study, we present the design and in vitro performance analysis of a novel "epitome" approach that compresses frequent immune targets of the cellular immune response against HCV into a shorter immunogen sequence. Compression of immunological information is achieved by partial overlapping shared sequence motifs between individual epitopes. At the same time, sequence diversity coverage is provided by taking advantage of emerging cross-reactivity patterns among epitope variants so that epitope variants associated with the broadest variant cross-recognition are preferentially included. The processing and presentation analysis of specific epitopes included in such a compressed, in vitro-expressed HCV epitome indicated effective processing of a majority of tested epitopes, although re-presentation of some epitopes may require refined sequence design. Together, the present study establishes the epitome approach as a potential powerful tool for vaccine immunogen design, especially suitable for the induction of cellular immune responses against highly variable pathogens.
Collapse
Affiliation(s)
- Daniel Yerly
- Clinic for Rheumatology and Clinical Immunology, University of Bern, Bern, Switzerland
| | | | | | | | | | | | | | | | | |
Collapse
|
91
|
Hoof I, Peters B, Sidney J, Pedersen LE, Sette A, Lund O, Buus S, Nielsen M. NetMHCpan, a method for MHC class I binding prediction beyond humans. Immunogenetics 2009; 61:1-13. [PMID: 19002680 PMCID: PMC3319061 DOI: 10.1007/s00251-008-0341-z] [Citation(s) in RCA: 576] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2008] [Accepted: 10/23/2008] [Indexed: 12/01/2022]
Abstract
Binding of peptides to major histocompatibility complex (MHC) molecules is the single most selective step in the recognition of pathogens by the cellular immune system. The human MHC genomic region (called HLA) is extremely polymorphic comprising several thousand alleles, each encoding a distinct MHC molecule. The potentially unique specificity of the majority of HLA alleles that have been identified to date remains uncharacterized. Likewise, only a limited number of chimpanzee and rhesus macaque MHC class I molecules have been characterized experimentally. Here, we present NetMHCpan-2.0, a method that generates quantitative predictions of the affinity of any peptide-MHC class I interaction. NetMHCpan-2.0 has been trained on the hitherto largest set of quantitative MHC binding data available, covering HLA-A and HLA-B, as well as chimpanzee, rhesus macaque, gorilla, and mouse MHC class I molecules. We show that the NetMHCpan-2.0 method can accurately predict binding to uncharacterized HLA molecules, including HLA-C and HLA-G. Moreover, NetMHCpan-2.0 is demonstrated to accurately predict peptide binding to chimpanzee and macaque MHC class I molecules. The power of NetMHCpan-2.0 to guide immunologists in interpreting cellular immune responses in large out-bred populations is demonstrated. Further, we used NetMHCpan-2.0 to predict potential binding peptides for the pig MHC class I molecule SLA-1*0401. Ninety-three percent of the predicted peptides were demonstrated to bind stronger than 500 nM. The high performance of NetMHCpan-2.0 for non-human primates documents the method's ability to provide broad allelic coverage also beyond human MHC molecules. The method is available at http://www.cbs.dtu.dk/services/NetMHCpan.
Collapse
Affiliation(s)
- Ilka Hoof
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Building 208, 2800, Lyngby, Denmark.
| | | | | | | | | | | | | | | |
Collapse
|
92
|
Westrop SJ, Grageda N, Imami N. Novel approach to recognition of predicted HIV-1 Gag B3501-restricted CD8 T-cell epitopes by HLA-B3501(+) patients: confirmation by quantitative ELISpot analyses and characterisation using multimers. J Immunol Methods 2008; 341:76-85. [PMID: 19056394 DOI: 10.1016/j.jim.2008.11.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2008] [Revised: 10/30/2008] [Accepted: 11/03/2008] [Indexed: 01/01/2023]
Abstract
Exploring the intricacies of CD8(+) T-cell epitope recognition using emerging technologies to combine assessment of affinity, phenotype and resulting polyfunctional efficacy advances our understanding of HIV-1 immunopathogenesis and disease progression. Complexities within T-cell antigen recognition, such as epitope:MHC binding, stability and affinity, appear to influence the distinction between protective and ineffective anti-HIV-1 immune responses, which are thought to govern rate of disease progression. This study utilises the novel ProImmune REVEAL and ProVE(R) technology of rapid peptide synthesis, binding and affinity assays, and pentamer synthesis in conjunction with flow cytometry and simultaneous assessment of multiple CD8(+) T-cell effector functions in response to HLA-B3501-restricted HIV-1 Gag peptides, to discover new T-cell epitopes. The predicted HLA-B3501-restricted peptides, HPVHAGPIA and YPLTSLRSL, and relevant pentamers were used in parallel to validate T-cell epitopes on clinical HIV-1(+) samples, confirming correlation between the expected superior immunogenicity of newly discovered epitopes and the ex vivo T-cell response. Such a platform should be employed in prophylactic and therapeutic vaccine settings.
Collapse
Affiliation(s)
- Samantha J Westrop
- Department of Immunology, Imperial College London, Chelsea and Westminster Hospital, 369, Fulham Road, London SW10 9NH, United Kingdom
| | | | | |
Collapse
|
93
|
Tan AT, Loggi E, Boni C, Chia A, Gehring AJ, Sastry KSR, Goh V, Fisicaro P, Andreone P, Brander C, Lim SG, Ferrari C, Bihl F, Bertoletti A. Host ethnicity and virus genotype shape the hepatitis B virus-specific T-cell repertoire. J Virol 2008; 82:10986-10997. [PMID: 18799575 PMCID: PMC2573267 DOI: 10.1128/jvi.01124-08] [Citation(s) in RCA: 105] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2008] [Accepted: 09/05/2008] [Indexed: 12/19/2022] Open
Abstract
Repertoire composition, quantity, and qualitative functional ability are the parameters that define virus-specific T-cell responses and are linked with their potential to control infection. We took advantage of the segregation of different hepatitis B virus (HBV) genotypes in geographically and genetically distinct host populations to directly analyze the impact that host and virus variables exert on these virus-specific T-cell parameters. T-cell responses against the entire HBV proteome were analyzed in a total of 109 HBV-infected subjects of distinct ethnicities (47 of Chinese origin and 62 of Caucasian origin). We demonstrate that HBV-specific T-cell quantity is determined by the virological and clinical profiles of the patients, which outweigh any influence of race or viral diversity. In contrast, HBV-specific T-cell repertoires are divergent in the two ethnic groups, with T-cell epitopes frequently found in Caucasian patients seldom detected in Chinese patients. In conclusion, we provide a direct biological evaluation of the impact that host and virus variables exert on virus-specific T-cell responses. The discordance between HBV-specific CD8 T-cell repertoires present in Caucasian and Chinese subjects shows the ability of HLA micropolymorphisms to diversify T-cell responses and has implications for the rational development of therapeutic and prophylactic vaccines for worldwide use.
Collapse
Affiliation(s)
- Anthony Tanoto Tan
- Singapore Institute for Clinical Sciences, A*STAR, Brenner Centre for Molecular Medicine, 30 Medical Drive, Singapore
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
94
|
Alvarez MG, Postan M, Weatherly DB, Albareda MC, Sidney J, Sette A, Olivera C, Armenti AH, Tarleton RL, Laucella SA. HLA Class I-T cell epitopes from trans-sialidase proteins reveal functionally distinct subsets of CD8+ T cells in chronic Chagas disease. PLoS Negl Trop Dis 2008; 2:e288. [PMID: 18846233 PMCID: PMC2565697 DOI: 10.1371/journal.pntd.0000288] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2007] [Accepted: 08/06/2008] [Indexed: 11/23/2022] Open
Abstract
Background Previously, we identified a set of HLA-A020.1-restricted trans-sialidase peptides as targets of CD8+ T cell responses in HLA-A0201+ individuals chronically infected by T. cruzi. Methods and Findings Herein, we report the identification of peptides encoded by the same trans-sialidase gene family that bind alleles representative of the 6 most common class I HLA-supertypes. Based on a combination of bioinformatic predictions and HLA-supertype considerations, a total of 1001 epitopes predicted to bind to HLA A01, A02, A03, A24, B7 and B44 supertypes was selected. Ninety-six supertype-binder epitopes encoded by multiple trans-sialidase genes were tested for the ability to stimulate a recall CD8+ T cell response in the peripheral blood from subjects with chronic T. cruzi infection regardless the HLA haplotype. An overall hierarchy of antigenicity was apparent, with the A02 supertype peptides being the most frequently recognized in the Chagas disease population followed by the A03 and the A24 supertype epitopes. CD8+ T cell responses to promiscuous epitopes revealed that the CD8+ T cell compartment specific for T. cruzi displays a functional profile with T cells secreting interferon-γ alone as the predominant pattern and very low prevalence of single IL-2-secreting or dual IFN-γ/IL-2 secreting T cells denoting a lack of polyfunctional cytokine responses in chronic T. cruzi infection. Conclusions This study identifies a set of T. cruzi peptides that should prove useful for monitoring immune competence and changes in infection and disease status in individuals with chronic Chagas disease. At present, 16–20 million people in Central and South America are infected with Trypanosoma cruzi, the causative agent of Chagas disease in humans. The primary clinical consequence of the infection is a cardiomyopathy, which manifests in approximately 30% of infected individuals, many years after the initial infection. Our work in Chagas disease patients began as an effort to assess the range and specificity of antigens that were recognized by T cells, in particular CD8+ T cells, in individuals with long-term infections with Trypanosoma cruzi. Trans-sialidase proteins from T. cruzi are major surface and released proteins that are targets of humoral and cellular immune responses. We previously, identified a set of trans-sialidase peptides that were recognized by a very low frequency of chronically T. cruzi-infected subjects. Based on bioinformatic predictions, herein we report the identification of new trans-sialidase epitopes that are recognized by a higher proportion of T. cruzi-infected people. The functional profile of T cells specific for these peptides is characteristic of an infection with long term stimulation of the immune system, with high levels of IFN-γ-secreting T cells and low levels of IL-2 production. This set of T. cruzi peptides should prove useful for monitoring immune competence and changes in infection and disease status in individuals with chronic Chagas disease.
Collapse
Affiliation(s)
- María G. Alvarez
- Hospital Interzonal General de Agudos “Eva Perón”, San Martín, Provincia de Buenos Aires, Argentina
| | - Miriam Postan
- Instituto Nacional de Parasitología “Dr. Mario Fatala Chabén”, Buenos Aires, Argentina
| | - D. Brent Weatherly
- Center for Tropical and Emerging Global Diseases, University of Georgia, Athens, Georgia, United States of America
| | - María C. Albareda
- Instituto Nacional de Parasitología “Dr. Mario Fatala Chabén”, Buenos Aires, Argentina
| | - John Sidney
- La Jolla Institute of Allergy and Immunology, La Jolla, California, United States of America
| | - Alessandro Sette
- La Jolla Institute of Allergy and Immunology, La Jolla, California, United States of America
| | - Carina Olivera
- Instituto Nacional de Parasitología “Dr. Mario Fatala Chabén”, Buenos Aires, Argentina
| | - Alejandro H. Armenti
- Hospital Interzonal General de Agudos “Eva Perón”, San Martín, Provincia de Buenos Aires, Argentina
| | - Rick L. Tarleton
- Center for Tropical and Emerging Global Diseases, University of Georgia, Athens, Georgia, United States of America
| | - Susana A. Laucella
- Instituto Nacional de Parasitología “Dr. Mario Fatala Chabén”, Buenos Aires, Argentina
- * E-mail:
| |
Collapse
|
95
|
Rapin N, Hoof I, Lund O, Nielsen M. MHC motif viewer. Immunogenetics 2008; 60:759-65. [PMID: 18766337 DOI: 10.1007/s00251-008-0330-2] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2008] [Accepted: 08/08/2008] [Indexed: 11/30/2022]
Abstract
In vertebrates, the major histocompatibility complex (MHC) presents peptides to the immune system. In humans, MHCs are called human leukocyte antigens (HLAs), and some of the loci encoding them are the most polymorphic in the human genome. Different MHC molecules present different subsets of peptides, and knowledge of their binding specificities is important for understanding the differences in the immune response between individuals. Knowledge of motifs may be used to identify epitopes, to understand the MHC restriction of epitopes, and to compare the specificities of different MHC molecules. Algorithms that predict which peptides MHC molecules bind have recently been developed and cover many different alleles, but the utility of these algorithms is hampered by the lack of tools for browsing and comparing the specificity of these molecules. We have, therefore, developed a web server, MHC motif viewer, that allows the display of the likely binding motif for all human class I proteins of the loci HLA A, B, C, and E and for MHC class I molecules from chimpanzee (Pan troglodytes), rhesus monkey (Macaca mulatta), and mouse (Mus musculus). Furthermore, it covers all HLA-DR protein sequences. A special viewing feature, MHC fight, allows for display of the specificity of two different MHC molecules side by side. We show how the web server can be used to discover and display surprising similarities as well as differences between MHC molecules within and between different species. The MHC motif viewer is available at http://www.cbs.dtu.dk/biotools/MHCMotifViewer/ .
Collapse
Affiliation(s)
- Nicolas Rapin
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Lyngby, Denmark
| | | | | | | |
Collapse
|
96
|
Srinivasan A, Ayyavoo V, Mahalingam S, Kannan A, Boyd A, Datta D, Kalyanaraman VS, Cristillo A, Collman RG, Morellet N, Sawaya BE, Murali R. A comprehensive analysis of the naturally occurring polymorphisms in HIV-1 Vpr: potential impact on CTL epitopes. Virol J 2008; 5:99. [PMID: 18721481 PMCID: PMC2553080 DOI: 10.1186/1743-422x-5-99] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2008] [Accepted: 08/23/2008] [Indexed: 12/20/2022] Open
Abstract
The enormous genetic variability reported in HIV-1 has posed problems in the treatment of infected individuals. This is evident in the form of HIV-1 resistant to antiviral agents, neutralizing antibodies and cytotoxic T lymphocytes (CTLs) involving multiple viral gene products. Based on this, it has been suggested that a comprehensive analysis of the polymorphisms in HIV proteins is of value for understanding the virus transmission and pathogenesis as well as for the efforts towards developing anti-viral therapeutics and vaccines. This study, for the first time, describes an in-depth analysis of genetic variation in Vpr using information from global HIV-1 isolates involving a total of 976 Vpr sequences. The polymorphisms at the individual amino acid level were analyzed. The residues 9, 33, 39, and 47 showed a single variant amino acid compared to other residues. There are several amino acids which are highly polymorphic. The residues that show ten or more variant amino acids are 15, 16, 28, 36, 37, 48, 55, 58, 59, 77, 84, 86, 89, and 93. Further, the variant amino acids noted at residues 60, 61, 34, 71 and 72 are identical. Interestingly, the frequency of the variant amino acids was found to be low for most residues. Vpr is known to contain multiple CTL epitopes like protease, reverse transcriptase, Env, and Gag proteins of HIV-1. Based on this, we have also extended our analysis of the amino acid polymorphisms to the experimentally defined and predicted CTL epitopes. The results suggest that amino acid polymorphisms may contribute to the immune escape of the virus. The available data on naturally occurring polymorphisms will be useful to assess their potential effect on the structural and functional constraints of Vpr and also on the fitness of HIV-1 for replication.
Collapse
Affiliation(s)
- Alagarsamy Srinivasan
- Department of Microbiology and Immunology, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
97
|
Parsons R, Lelic A, Hayes L, Carter A, Marshall L, Evelegh C, Drebot M, Andonova M, McMurtrey C, Hildebrand W, Loeb MB, Bramson JL. The memory T cell response to West Nile virus in symptomatic humans following natural infection is not influenced by age and is dominated by a restricted set of CD8+ T cell epitopes. THE JOURNAL OF IMMUNOLOGY 2008; 181:1563-72. [PMID: 18606712 DOI: 10.4049/jimmunol.181.2.1563] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
We examined the West Nile virus (WNV)-specific T cell response in a cohort of 52 patients with symptomatic WNV infections, including neuroinvasive and non-invasive disease. Although all virus proteins were shown to contain T cell epitopes, certain proteins, such as E, were more commonly targeted by the T cell response. Most patients exhibited reactivity toward 3-4 individual WNV peptides; however, several patients exhibited reactivity toward >10 individual peptides. The relative hierarchy of T cell reactivities in all patients showed a fixed pattern that was sustained throughout the 12-mo period of the current study. Surprisingly, we did not observe any relationship between age and either the breadth or magnitude of the T cell response following infection. We also did not observe a relationship between disease severity and either the breadth or magnitude of the T cell response. The T cell epitopes were distributed in a non-random fashion across the viral polyprotein and a limited number of epitopes appeared to dominate the CD8(+) T cell response within our cohort. These data provide important new insight into the T cell response against WNV in humans.
Collapse
Affiliation(s)
- Robin Parsons
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
98
|
Shingler WH, Chikoti P, Kingsman SM, Harrop R. Identification and functional validation of MHC class I epitopes in the tumor-associated antigen 5T4. Int Immunol 2008; 20:1057-66. [DOI: 10.1093/intimm/dxn063] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
99
|
Pérez CL, Larsen MV, Gustafsson R, Norström MM, Atlas A, Nixon DF, Nielsen M, Lund O, Karlsson AC. Broadly immunogenic HLA class I supertype-restricted elite CTL epitopes recognized in a diverse population infected with different HIV-1 subtypes. THE JOURNAL OF IMMUNOLOGY 2008; 180:5092-100. [PMID: 18354235 DOI: 10.4049/jimmunol.180.7.5092] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The genetic variations of the HIV-1 virus and its human host constitute major obstacles for obtaining potent HIV-1-specific CTL responses in individuals of diverse ethnic backgrounds infected with different HIV-1 variants. In this study, we developed and used a novel algorithm to select 184 predicted epitopes representing seven different HLA class I supertypes that together constitute a broad coverage of the different HIV-1 strains as well as the human HLA alleles. Of the tested 184 HLA class I-restricted epitopes, 114 were recognized by at least one study subject, and 45 were novel epitopes, not previously described in the HIV-1 immunology database. In addition, we identified 21 "elite" epitopes that induced CTL responses in at least 4 of the 31 patients. A majority (27 of 31) of the study population recognized one or more of these highly immunogenic epitopes. We also found a limited set of 9 epitopes that together induced HIV-1-specific CTL responses in all HIV-1-responsive patients in this study. Our results have important implications for the validation of potent CTL responses and show that the goal for a vaccine candidate in inducing broadly reactive CTL immune responses is attainable.
Collapse
Affiliation(s)
- Carina L Pérez
- Department of Microbiology, Cell Biology, and Tumor Biology, Karolinska Institutet, and The Swedish Institute of Infectious Disease Control, Stockholm, Sweden
| | | | | | | | | | | | | | | | | |
Collapse
|
100
|
Bihl F, Loggi E, Chisholm JV, Biselli M, Morelli MC, Cursaro C, Terrault NA, Bernardi M, Bertoletti A, Andreone P, Brander C. Sustained and focused hepatitis B virus nucleocapsid-specific T-cell immunity in liver transplant recipients compared to individuals with chronic and self-limited hepatitis B virus infection. Liver Transpl 2008; 14:478-485. [PMID: 18324666 DOI: 10.1002/lt.21384] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Hepatitis B virus (HBV) recurrence after orthotopic liver transplantation (OLT) is associated with poor graft- and patient-survival. Treatment with HBV-specific immunoglobulins (HBIG) in combination with nucleos(t)ide analogs is effective in preventing HBV reinfection of the graft and improving OLT outcome. However, the role of HBV-specific cellular immunity in viral containment in immune suppressed patients in general and in OLT recipients in particular is unclear. To test whether or not OLT recipients maintain robust HBV-specific cellular immunity, the cellular immune response against HBV was assessed in 15 OLT recipients and 27 individuals with chronic and 24 subjects with self-limited HBV infection, respectively; using an overlapping peptide set spanning the viral nucleocapsid- and envelope-protein sequences. The data demonstrate that OLT recipients mounted fewer but stronger clusters of differentiation (CD)8 T cell responses than subjects with self-limited HBV infection and showed a preferential targeting of the nucleocapsid antigen. This focused response pattern was similar to responses seen in chronically infected subjects with undetectable viremia, but significantly different from patients who presented with elevated HBV viremia and who mounted mainly immune responses against the envelope protein. In conclusion, virus-specific CD4 T cell-mediated responses were only detected in subjects with self-limited HBV infection. Thus, the profile of the cellular immunity against HBV was in immune suppressed patients similar to subjects with chronic HBV infection with suppressed HBV-DNA.
Collapse
Affiliation(s)
- Florian Bihl
- Division of Gastroenterology and Hepatology, University Hospital of Geneva, Geneva, Switzerland
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|