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Published in: Journal of Translational Medicine 1/2021

Open Access 01-12-2021 | Research

Identification and characterization of heteroclitic peptides in TCR-binding positions with improved HLA-binding efficacy

Authors: Beatrice Cavalluzzo, Concetta Ragone, Angela Mauriello, Annacarmen Petrizzo, Carmen Manolio, Andrea Caporale, Luigi Vitagliano, Menotti Ruvo, Luigi Buonaguro, Maria Tagliamonte

Published in: Journal of Translational Medicine | Issue 1/2021

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Abstract

The antigenicity as well as the immunogenicity of tumor associated antigens (TAAs) may need to be potentiated in order to break the immunological tolerance. To this aim, heteroclitic peptides were designed introducing specific substitutions in the residue at position 4 (p4) binding to TCR. The effect of such modifications also on the affinity to the major histocompatibility class I (MHC-I) molecule was assessed. The Trp2 antigen, specific for the mouse melanoma B16F10 cells, as well as the HPV-E7 antigen, specific for the TC1 tumor cell lines, were used as models. Affinity of such heteroclitic peptides to HLA was predicted by bioinformatics tools and the most promising ones were validated by structural conformational and HLA binding analyses. Overall, we demonstrated that TAAs modified at the TCR-binding p4 residue are predicted to have higher affinity to MHC-I molecules. Experimental evaluation confirms the stronger binding, suggesting that this strategy may be very effective for designing new vaccines with improved antigenic efficacy.
Literature
1.
go back to reference Zhao J, Chen Y, Ding ZY, Liu JY. Safety and efficacy of therapeutic cancer vaccines alone or in combination with immune checkpoint inhibitors in cancer treatment. Front Pharmacol. 2019;10:1184.CrossRef Zhao J, Chen Y, Ding ZY, Liu JY. Safety and efficacy of therapeutic cancer vaccines alone or in combination with immune checkpoint inhibitors in cancer treatment. Front Pharmacol. 2019;10:1184.CrossRef
2.
go back to reference Rammensee H, Bachmann J, Emmerich NP, Bachor OA, Stevanovic S. SYFPEITHI: database for MHC ligands and peptide motifs. Immunogenetics. 1999;50:213–9.CrossRef Rammensee H, Bachmann J, Emmerich NP, Bachor OA, Stevanovic S. SYFPEITHI: database for MHC ligands and peptide motifs. Immunogenetics. 1999;50:213–9.CrossRef
3.
go back to reference Rammensee HG, Friede T, Stevanoviic S. MHC ligands and peptide motifs: first listing. Immunogenetics. 1995;41:178–228.CrossRef Rammensee HG, Friede T, Stevanoviic S. MHC ligands and peptide motifs: first listing. Immunogenetics. 1995;41:178–228.CrossRef
4.
go back to reference Parker KC, Bednarek MA, Hull LK, Utz U, Cunningham B, Zweerink HJ, Biddison WE, Coligan JE. Sequence motifs important for peptide binding to the human MHC class I molecule, HLA-A2. J Immunol. 1992;149:3580–7.PubMed Parker KC, Bednarek MA, Hull LK, Utz U, Cunningham B, Zweerink HJ, Biddison WE, Coligan JE. Sequence motifs important for peptide binding to the human MHC class I molecule, HLA-A2. J Immunol. 1992;149:3580–7.PubMed
5.
go back to reference Hunt DF, Henderson RA, Shabanowitz J, Sakaguchi K, Michel H, Sevilir N, Cox AL, Appella E, Engelhard VH. Characterization of peptides bound to the class I MHC molecule HLA-A2.1 by mass spectrometry. Science. 1992;255:1261–3.CrossRef Hunt DF, Henderson RA, Shabanowitz J, Sakaguchi K, Michel H, Sevilir N, Cox AL, Appella E, Engelhard VH. Characterization of peptides bound to the class I MHC molecule HLA-A2.1 by mass spectrometry. Science. 1992;255:1261–3.CrossRef
6.
go back to reference Chen JL, Stewart-Jones G, Bossi G, Lissin NM, Wooldridge L, Choi EM, Held G, Dunbar PR, Esnouf RM, Sami M, et al. Structural and kinetic basis for heightened immunogenicity of T cell vaccines. J Exp Med. 2005;201:1243–55.CrossRef Chen JL, Stewart-Jones G, Bossi G, Lissin NM, Wooldridge L, Choi EM, Held G, Dunbar PR, Esnouf RM, Sami M, et al. Structural and kinetic basis for heightened immunogenicity of T cell vaccines. J Exp Med. 2005;201:1243–55.CrossRef
7.
go back to reference Rosenberg SA, Yang JC, Schwartzentruber DJ, Hwu P, Marincola FM, Topalian SL, Restifo NP, Dudley ME, Schwarz SL, Spiess PJ, et al. Immunologic and therapeutic evaluation of a synthetic peptide vaccine for the treatment of patients with metastatic melanoma. Nat Med. 1998;4:321–7.CrossRef Rosenberg SA, Yang JC, Schwartzentruber DJ, Hwu P, Marincola FM, Topalian SL, Restifo NP, Dudley ME, Schwarz SL, Spiess PJ, et al. Immunologic and therapeutic evaluation of a synthetic peptide vaccine for the treatment of patients with metastatic melanoma. Nat Med. 1998;4:321–7.CrossRef
8.
go back to reference Houghton CS, Engelhorn ME, Liu C, Song D, Gregor P, Livingston PO, Orlandi F, Wolchok JD, McCracken J, Houghton AN, et al. Immunological validation of the EpitOptimizer program for streamlined design of heteroclitic epitopes. Vaccine. 2007;25:5330–42.CrossRef Houghton CS, Engelhorn ME, Liu C, Song D, Gregor P, Livingston PO, Orlandi F, Wolchok JD, McCracken J, Houghton AN, et al. Immunological validation of the EpitOptimizer program for streamlined design of heteroclitic epitopes. Vaccine. 2007;25:5330–42.CrossRef
9.
go back to reference Petrizzo A, Caruso FP, Tagliamonte M, Tornesello ML, Ceccarelli M, Costa V, Aprile M, Esposito R, Ciliberto G, Buonaguro FM, et al. Identification and validation of HCC-specific gene transcriptional signature for tumor antigen discovery. Sci Rep. 2016;6:29258.CrossRef Petrizzo A, Caruso FP, Tagliamonte M, Tornesello ML, Ceccarelli M, Costa V, Aprile M, Esposito R, Ciliberto G, Buonaguro FM, et al. Identification and validation of HCC-specific gene transcriptional signature for tumor antigen discovery. Sci Rep. 2016;6:29258.CrossRef
10.
go back to reference Dao T, Korontsvit T, Zakhaleva V, Jarvis C, Mondello P, Oh C, Scheinberg DA. An immunogenic WT1-derived peptide that induces T cell response in the context of HLA-A*02:01 and HLA-A*24:02 molecules. Oncoimmunology. 2017;6:e1252895.CrossRef Dao T, Korontsvit T, Zakhaleva V, Jarvis C, Mondello P, Oh C, Scheinberg DA. An immunogenic WT1-derived peptide that induces T cell response in the context of HLA-A*02:01 and HLA-A*24:02 molecules. Oncoimmunology. 2017;6:e1252895.CrossRef
11.
go back to reference Bae J, Samur M, Munshi A, Hideshima T, Keskin D, Kimmelman A, Lee AH, Dranoff G, Anderson KC, Munshi NC. Heteroclitic XBP1 peptides evoke tumor-specific memory cytotoxic T lymphocytes against breast cancer, colon cancer, and pancreatic cancer cells. Oncoimmunology. 2014;3:e970914.CrossRef Bae J, Samur M, Munshi A, Hideshima T, Keskin D, Kimmelman A, Lee AH, Dranoff G, Anderson KC, Munshi NC. Heteroclitic XBP1 peptides evoke tumor-specific memory cytotoxic T lymphocytes against breast cancer, colon cancer, and pancreatic cancer cells. Oncoimmunology. 2014;3:e970914.CrossRef
12.
go back to reference Madura F, Rizkallah PJ, Holland CJ, Fuller A, Bulek A, Godkin AJ, Schauenburg AJ, Cole DK, Sewell AK. Structural basis for ineffective T-cell responses to MHC anchor residue-improved “heteroclitic” peptides. Eur J Immunol. 2015;45:584–91.CrossRef Madura F, Rizkallah PJ, Holland CJ, Fuller A, Bulek A, Godkin AJ, Schauenburg AJ, Cole DK, Sewell AK. Structural basis for ineffective T-cell responses to MHC anchor residue-improved “heteroclitic” peptides. Eur J Immunol. 2015;45:584–91.CrossRef
13.
go back to reference Dyson J. T-cell receptors: tugging on the anchor for a tighter hold on the tumor-associated peptide. Eur J Immunol. 2015;45:380–2.CrossRef Dyson J. T-cell receptors: tugging on the anchor for a tighter hold on the tumor-associated peptide. Eur J Immunol. 2015;45:380–2.CrossRef
14.
go back to reference Carrabba MG, Castelli C, Maeurer MJ, Squarcina P, Cova A, Pilla L, Renkvist N, Parmiani G, Rivoltini L. Suboptimal activation of CD8(+) T cells by melanoma-derived altered peptide ligands: role of Melan-A/MART-1 optimized analogues. Cancer Res. 2003;63:1560–7.PubMed Carrabba MG, Castelli C, Maeurer MJ, Squarcina P, Cova A, Pilla L, Renkvist N, Parmiani G, Rivoltini L. Suboptimal activation of CD8(+) T cells by melanoma-derived altered peptide ligands: role of Melan-A/MART-1 optimized analogues. Cancer Res. 2003;63:1560–7.PubMed
15.
go back to reference Parkhurst MR, Salgaller ML, Southwood S, Robbins PF, Sette A, Rosenberg SA, Kawakami Y. Improved induction of melanoma-reactive CTL with peptides from the melanoma antigen gp100 modified at HLA-A*0201-binding residues. J Immunol. 1996;157:2539–48.PubMed Parkhurst MR, Salgaller ML, Southwood S, Robbins PF, Sette A, Rosenberg SA, Kawakami Y. Improved induction of melanoma-reactive CTL with peptides from the melanoma antigen gp100 modified at HLA-A*0201-binding residues. J Immunol. 1996;157:2539–48.PubMed
16.
go back to reference Chen JL, Dunbar PR, Gileadi U, Jager E, Gnjatic S, Nagata Y, Stockert E, Panicali DL, Chen YT, Knuth A, et al. Identification of NY-ESO-1 peptide analogues capable of improved stimulation of tumor-reactive CTL. J Immunol. 2000;165:948–55.CrossRef Chen JL, Dunbar PR, Gileadi U, Jager E, Gnjatic S, Nagata Y, Stockert E, Panicali DL, Chen YT, Knuth A, et al. Identification of NY-ESO-1 peptide analogues capable of improved stimulation of tumor-reactive CTL. J Immunol. 2000;165:948–55.CrossRef
17.
go back to reference Circelli L, Petrizzo A, Tagliamonte M, Heidenreich R, Tornesello ML, Buonaguro FM, Buonaguro L. Immunological effects of a novel RNA-based adjuvant in liver cancer patients. Cancer ImmunolImmunother. 2017;66:103–12.CrossRef Circelli L, Petrizzo A, Tagliamonte M, Heidenreich R, Tornesello ML, Buonaguro FM, Buonaguro L. Immunological effects of a novel RNA-based adjuvant in liver cancer patients. Cancer ImmunolImmunother. 2017;66:103–12.CrossRef
18.
go back to reference Binkowski TA, Marino SR, Joachimiak A. Predicting HLA class I non-permissive amino acid residues substitutions. PLoS ONE. 2012;7:e41710.CrossRef Binkowski TA, Marino SR, Joachimiak A. Predicting HLA class I non-permissive amino acid residues substitutions. PLoS ONE. 2012;7:e41710.CrossRef
19.
go back to reference Moise L, Gutierrez AH, Bailey-Kellogg C, Terry F, Leng Q, Abdel Hady KM, VerBerkmoes NC, Sztein MB, Losikoff PT, Martin WD, et al. The two-faced T cell epitope: examining the host-microbe interface with JanusMatrix. Hum VaccinImmunother. 2013;9:1577–86. Moise L, Gutierrez AH, Bailey-Kellogg C, Terry F, Leng Q, Abdel Hady KM, VerBerkmoes NC, Sztein MB, Losikoff PT, Martin WD, et al. The two-faced T cell epitope: examining the host-microbe interface with JanusMatrix. Hum VaccinImmunother. 2013;9:1577–86.
20.
go back to reference Birnbaum ME, Mendoza JL, Sethi DK, Dong S, Glanville J, Dobbins J, Ozkan E, Davis MM, Wucherpfennig KW, Garcia KC. Deconstructing the peptide-MHC specificity of T cell recognition. Cell. 2014;157:1073–87.CrossRef Birnbaum ME, Mendoza JL, Sethi DK, Dong S, Glanville J, Dobbins J, Ozkan E, Davis MM, Wucherpfennig KW, Garcia KC. Deconstructing the peptide-MHC specificity of T cell recognition. Cell. 2014;157:1073–87.CrossRef
21.
go back to reference Stone JD, Chervin AS, Kranz DM. T-cell receptor binding affinities and kinetics: impact on T-cell activity and specificity. Immunology. 2009;126:165–76.CrossRef Stone JD, Chervin AS, Kranz DM. T-cell receptor binding affinities and kinetics: impact on T-cell activity and specificity. Immunology. 2009;126:165–76.CrossRef
22.
go back to reference Hawse WF, De S, Greenwood AI, Nicholson LK, Zajicek J, Kovrigin EL, Kranz DM, Garcia KC, Baker BM. TCR scanning of peptide/MHC through complementary matching of receptor and ligand molecular flexibility. J Immunol. 2014;192:2885–91.CrossRef Hawse WF, De S, Greenwood AI, Nicholson LK, Zajicek J, Kovrigin EL, Kranz DM, Garcia KC, Baker BM. TCR scanning of peptide/MHC through complementary matching of receptor and ligand molecular flexibility. J Immunol. 2014;192:2885–91.CrossRef
23.
go back to reference Caporale A, Doti N, Sandomenico A, Ruvo M. Evaluation of combined use of Oxyma and HATU in aggregating peptide sequences. J Pept Sci. 2017;23:272–81.CrossRef Caporale A, Doti N, Sandomenico A, Ruvo M. Evaluation of combined use of Oxyma and HATU in aggregating peptide sequences. J Pept Sci. 2017;23:272–81.CrossRef
24.
go back to reference van Stipdonk MJ, Badia-Martinez D, Sluijter M, Offringa R, van Hall T, Achour A. Design of agonistic altered peptides for the robust induction of CTL directed towards H-2Db in complex with the melanoma-associated epitope gp100. Cancer Res. 2009;69:7784–92.CrossRef van Stipdonk MJ, Badia-Martinez D, Sluijter M, Offringa R, van Hall T, Achour A. Design of agonistic altered peptides for the robust induction of CTL directed towards H-2Db in complex with the melanoma-associated epitope gp100. Cancer Res. 2009;69:7784–92.CrossRef
25.
go back to reference Tissot AC, Ciatto C, Mittl PR, Grutter MG, Pluckthun A. Viral escape at the molecular level explained by quantitative T-cell receptor/peptide/MHC interactions and the crystal structure of a peptide/MHC complex. J Mol Biol. 2000;302:873–85.CrossRef Tissot AC, Ciatto C, Mittl PR, Grutter MG, Pluckthun A. Viral escape at the molecular level explained by quantitative T-cell receptor/peptide/MHC interactions and the crystal structure of a peptide/MHC complex. J Mol Biol. 2000;302:873–85.CrossRef
Metadata
Title
Identification and characterization of heteroclitic peptides in TCR-binding positions with improved HLA-binding efficacy
Authors
Beatrice Cavalluzzo
Concetta Ragone
Angela Mauriello
Annacarmen Petrizzo
Carmen Manolio
Andrea Caporale
Luigi Vitagliano
Menotti Ruvo
Luigi Buonaguro
Maria Tagliamonte
Publication date
01-12-2021
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2021
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-021-02757-x

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