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Jackson KR, Antunes DA, Talukder AH, Maleki AR, Amagai K, Salmon A, Katailiha AS, Chiu Y, Fasoulis R, Rigo MM, Abella JR, Melendez BD, Li F, Sun Y, Sonnemann HM, Belousov V, Frenkel F, Justesen S, Makaju A, Liu Y, Horn D, Lopez-Ferrer D, Huhmer AF, Hwu P, Roszik J, Hawke D, Kavraki LE, Lizée G. Charge-based interactions through peptide position 4 drive diversity of antigen presentation by human leukocyte antigen class I molecules. PNAS NEXUS 2022; 1:pgac124. [PMID: 36003074 PMCID: PMC9391200 DOI: 10.1093/pnasnexus/pgac124] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 07/20/2022] [Indexed: 06/15/2023]
Abstract
Human leukocyte antigen class I (HLA-I) molecules bind and present peptides at the cell surface to facilitate the induction of appropriate CD8+ T cell-mediated immune responses to pathogen- and self-derived proteins. The HLA-I peptide-binding cleft contains dominant anchor sites in the B and F pockets that interact primarily with amino acids at peptide position 2 and the C-terminus, respectively. Nonpocket peptide-HLA interactions also contribute to peptide binding and stability, but these secondary interactions are thought to be unique to individual HLA allotypes or to specific peptide antigens. Here, we show that two positively charged residues located near the top of peptide-binding cleft facilitate interactions with negatively charged residues at position 4 of presented peptides, which occur at elevated frequencies across most HLA-I allotypes. Loss of these interactions was shown to impair HLA-I/peptide binding and complex stability, as demonstrated by both in vitro and in silico experiments. Furthermore, mutation of these Arginine-65 (R65) and/or Lysine-66 (K66) residues in HLA-A*02:01 and A*24:02 significantly reduced HLA-I cell surface expression while also reducing the diversity of the presented peptide repertoire by up to 5-fold. The impact of the R65 mutation demonstrates that nonpocket HLA-I/peptide interactions can constitute anchor motifs that exert an unexpectedly broad influence on HLA-I-mediated antigen presentation. These findings provide fundamental insights into peptide antigen binding that could broadly inform epitope discovery in the context of viral vaccine development and cancer immunotherapy.
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Affiliation(s)
- Kyle R Jackson
- University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Dinler A Antunes
- Department of Biology and Biochemistry, University of Houston, Houston, TX, USA
- Department of Computer Science, Rice University, Houston, TX, USA
| | - Amjad H Talukder
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Ariana R Maleki
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Kano Amagai
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Avery Salmon
- University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Immunology, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Arjun S Katailiha
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Yulun Chiu
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Romanos Fasoulis
- Department of Computer Science, Rice University, Houston, TX, USA
| | | | - Jayvee R Abella
- Department of Computer Science, Rice University, Houston, TX, USA
| | - Brenda D Melendez
- University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Fenge Li
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Yimo Sun
- University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Heather M Sonnemann
- University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | | | | | | | | | - Yang Liu
- ThermoFisher Scientific, San Jose, CA, USA
| | - David Horn
- ThermoFisher Scientific, San Jose, CA, USA
| | | | | | - Patrick Hwu
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Jason Roszik
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
| | - David Hawke
- Department of Systems Biology, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Lydia E Kavraki
- Department of Computer Science, Rice University, Houston, TX, USA
| | - Gregory Lizée
- Department of Melanoma, UT MD Anderson Cancer Center, Houston, TX, USA
- Department of Immunology, UT MD Anderson Cancer Center, Houston, TX, USA
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Rosendahl Huber SK, Luimstra JJ, van Beek J, Hoppes R, Jacobi RHJ, Hendriks M, Kapteijn K, Ouwerkerk C, Rodenko B, Ovaa H, de Jonge J. Chemical Modification of Influenza CD8+ T-Cell Epitopes Enhances Their Immunogenicity Regardless of Immunodominance. PLoS One 2016; 11:e0156462. [PMID: 27333291 PMCID: PMC4917206 DOI: 10.1371/journal.pone.0156462] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 05/13/2016] [Indexed: 11/19/2022] Open
Abstract
T cells are essential players in the defense against infection. By targeting the MHC class I antigen-presenting pathway with peptide-based vaccines, antigen-specific T cells can be induced. However, low immunogenicity of peptides poses a challenge. Here, we set out to increase immunogenicity of influenza-specific CD8+ T cell epitopes. By substituting amino acids in wild type sequences with non-proteogenic amino acids, affinity for MHC can be increased, which may ultimately enhance cytotoxic CD8+ T cell responses. Since preventive vaccines against viruses should induce a broad immune response, we used this method to optimize influenza-specific epitopes of varying dominance. For this purpose, HLA-A*0201 epitopes GILGFVFTL, FMYSDFHFI and NMLSTVLGV were selected in order of decreasing MHC-affinity and dominance. For all epitopes, we designed chemically enhanced altered peptide ligands (CPLs) that exhibited greater binding affinity than their WT counterparts; even binding scores of the high affinity GILGFVFTL epitope could be improved. When HLA-A*0201 transgenic mice were vaccinated with selected CPLs, at least 2 out of 4 CPLs of each epitope showed an increase in IFN-γ responses of splenocytes. Moreover, modification of the low affinity epitope NMLSTVLGV led to an increase in the number of mice that responded. By optimizing three additional influenza epitopes specific for HLA-A*0301, we show that this strategy can be extended to other alleles. Thus, enhancing binding affinity of peptides provides a valuable tool to improve the immunogenicity and range of preventive T cell-targeted peptide vaccines.
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Affiliation(s)
- Sietske K. Rosendahl Huber
- Centre for Infectious Disease Control (Cib), National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Jolien J. Luimstra
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Institute for Chemical Immunology (ICI), Utrecht, the Netherlands
| | - Josine van Beek
- Centre for Infectious Disease Control (Cib), National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Rieuwert Hoppes
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ronald H. J. Jacobi
- Centre for Infectious Disease Control (Cib), National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Marion Hendriks
- Centre for Infectious Disease Control (Cib), National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Kim Kapteijn
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Casper Ouwerkerk
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Boris Rodenko
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Huib Ovaa
- Division of Cell Biology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Institute for Chemical Immunology (ICI), Utrecht, the Netherlands
| | - Jørgen de Jonge
- Centre for Infectious Disease Control (Cib), National Institute for Public Health and the Environment, Bilthoven, the Netherlands
- * E-mail:
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Lasso P, Cárdenas C, Guzmán F, Rosas F, Thomas MC, López MC, González JM, Cuéllar A, Campanera JM, Luque FJ, Puerta CJ. Effect of secondary anchor amino acid substitutions on the immunogenic properties of an HLA-A*0201-restricted T cell epitope derived from the Trypanosoma cruzi KMP-11 protein. Peptides 2016; 78:68-76. [PMID: 26854383 DOI: 10.1016/j.peptides.2016.02.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 02/03/2016] [Accepted: 02/03/2016] [Indexed: 10/22/2022]
Abstract
The TcTLE peptide (TLEEFSAKL) is a CD8(+) T cell HLA-A*0201-restricted epitope derived from the Trypanosoma cruzi KMP-11 protein that is efficiently processed, presented and recognized by CD8(+) T cells from chagasic patients. Since the immunogenic properties of wild-type epitopes may be enhanced by suitable substitutions in secondary anchor residues, we have studied the effect of introducing specific mutations at position 3, 6 and 7 of the TcTLE peptide. Mutations (E3L, S6V and A7F) were chosen on the basis of in silico predictions and in vitro assays were performed to determine the TcTLE-modified peptide binding capacity to the HLA-A*0201 molecule. In addition, the functional activity of peptide-specific CD8(+) T cells in HLA-A2(+) chagasic patients was also interrogated. In contrast to bioinformatics predictions, the TcTLE-modified peptide was found to have lower binding affinity and stability than the original peptide. Nevertheless, CD8(+) T cells from chronic chagasic patients recognized the TcTLE-modified peptide producing TNF-α and INF-γ and expressing CD107a/b, though in less extension than the response triggered by the original peptide. Overall, although the amino acids at positions 3, 6 and 7 of TcTLE are critical for the peptide affinity, they have a limited effect on the immunogenic properties of the TcTLE epitope.
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Affiliation(s)
- Paola Lasso
- Laboratorio de Parasitología Molecular, Pontificia Universidad Javeriana, Carrera 7 No. 43-82, Bogotá D.C., Colombia; Grupo de Inmunobiología y Biología Celular, Pontificia Universidad Javeriana, Carrera 7 No. 43-82, Bogotá D.C., Colombia; Instituto de Parasitología y Biomedicina López Neyra, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Parque Tecnológico de Ciencias de la Salud, Avenida del Conocimiento, s/n.18016, Granada, Spain
| | - Constanza Cárdenas
- Núcleo de Biotecnología Curauma, Pontificia Universidad Católica de Valparaíso, Avenida Universidad 330, Curauma, Valparaíso, Chile
| | - Fanny Guzmán
- Núcleo de Biotecnología Curauma, Pontificia Universidad Católica de Valparaíso, Avenida Universidad 330, Curauma, Valparaíso, Chile
| | - Fernando Rosas
- Instituto de Arritmias Joseph Brugada, Fundación Clínica Abood Shaio, Diagonal 115A No. 70C-75, Bogotá D.C., Colombia
| | - María Carmen Thomas
- Instituto de Parasitología y Biomedicina López Neyra, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Parque Tecnológico de Ciencias de la Salud, Avenida del Conocimiento, s/n.18016, Granada, Spain
| | - Manuel Carlos López
- Instituto de Parasitología y Biomedicina López Neyra, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Parque Tecnológico de Ciencias de la Salud, Avenida del Conocimiento, s/n.18016, Granada, Spain
| | - John Mario González
- Grupo de Ciencias Básicas Médicas, Facultad de Medicina, Universidad de los Andes, Carrera 1 No. 18A-10, Bogotá D.C., Colombia
| | - Adriana Cuéllar
- Grupo de Inmunobiología y Biología Celular, Pontificia Universidad Javeriana, Carrera 7 No. 43-82, Bogotá D.C., Colombia
| | - Josep Maria Campanera
- Departament de Fisicoquímica, Facultat de Farmàcia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona, Spain
| | - F Javier Luque
- Departament de Fisicoquímica, Facultat de Farmàcia and Institut de Biomedicina (IBUB), Universitat de Barcelona, Barcelona, Spain
| | - Concepción Judith Puerta
- Laboratorio de Parasitología Molecular, Pontificia Universidad Javeriana, Carrera 7 No. 43-82, Bogotá D.C., Colombia.
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Mahmood MDI, Matsuo Y, Neya S, Hoshino T. Computational analysis on the binding of epitope peptide to human leukocyte antigen class I molecule A*2402 subtype. Chem Pharm Bull (Tokyo) 2012; 59:1254-62. [PMID: 21963635 DOI: 10.1248/cpb.59.1254] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Immunological response induced by small amino peptide has attracted much recent attention in the field of immunotherapy. Wilms' tumor (WT1) protein is one of the potent tumor antigens inducing immunological response in mouse and human, because WT1 is over expressed in many types of leukemia and various kinds of solid tumors. A 9-mer peptide encoded in WT1 protein (CMTWNQMNL; amino acid 235-243) is known to serve as antigenic peptide for human leukocyte antigen (HLA)-A*2402 molecule. It was reported that the replacement of the second amino residue, which is deeply responsible for the peptide binding to HLA, induced strong immunological response compared to the natural peptide. In this study, 19 kinds of single amino substitutions were introduced at position 2 of this 9-mer WT1 peptide. We performed molecular dynamics simulation on the complex of each of WT1 epitope peptides and HLA-β2 micro globulin (β2m) molecule, and subsequently estimated the binding affinity using molecular mechanics/generalized-Born surface area method combined with normal mode analysis. Our computation indicated that the peptide containing M2Y or M2W mutation showed high binding affinity to the HLA-β2m molecule as well as the natural peptide. We have also examined the role of the residue at position 2 in peptide binding to HLA-β2m. The calculation showed that van der Waals interaction between the side chain of the residue at position 2 and hydrophobic residues inside B-pocket of HLA are important. These findings will be helpful to search other potent peptides that will enhance strong immunological response specific to HLA-A*2402 molecule.
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Affiliation(s)
- M D Iqbal Mahmood
- Graduate School of Pharmaceutical Sciences, Chiba University, Chiba, Japan
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Real-time, high-throughput measurements of peptide-MHC-I dissociation using a scintillation proximity assay. J Immunol Methods 2010; 374:5-12. [PMID: 21044632 DOI: 10.1016/j.jim.2010.10.012] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2010] [Accepted: 10/27/2010] [Indexed: 11/21/2022]
Abstract
Efficient presentation of peptide-MHC class I complexes to immune T cells depends upon stable peptide-MHC class I interactions. Theoretically, determining the rate of dissociation of a peptide-MHC class I complexes is straightforward; in practical terms, however, generating the accurate and closely timed data needed to determine the rate of dissociation is not simple. Ideally, one should use a homogenous assay involving an inexhaustible and label-free assay principle. Here, we present a homogenous, high-throughput peptide-MHC class I dissociation assay, which by and large fulfill these ideal requirements. To avoid labeling of the highly variable peptide, we labeled the invariant β2m and monitored its dissociation by a scintillation proximity assay, which has no separation steps and allows for real-time quantitative measurement of dissociation. Validating this work-around to create a virtually label-free assay, we showed that rates of peptide-MHC class I dissociation measured in this assay correlated well with rates of dissociation rates measured conventionally with labeled peptides. This assay can be used to measure the stability of any peptide-MHC class I combination, it is reproducible and it is well suited for high-throughput screening. To exemplify this, we screened a panel of 384 high-affinity peptides binding to the MHC class I molecule, HLA-A*02:01, and observed the rates of dissociation that ranged from 0.1h to 46h depending on the peptide used.
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