Spliced Peptides and Cytokine-Driven Changes in the Immunopeptidome of Melanoma

Antigen recognition by CD8 T cells is governed by the pool of peptide antigens presented on the cell surface in the context of HLA class I complexes. Studies have shown not only a high degree of plasticity in the immunopeptidome, but also that a considerable fraction of all presented peptides is gen...

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Published inCancer immunology research Vol. 8; no. 10; p. 1322
Main Authors Faridi, Pouya, Woods, Katherine, Ostrouska, Simone, Deceneux, Cyril, Aranha, Ritchlynn, Duscharla, Divya, Wong, Stephen Q, Chen, Weisan, Ramarathinam, Sri H, Lim Kam Sian, Terry C C, Croft, Nathan P, Li, Chen, Ayala, Rochelle, Cebon, Jonathan S, Purcell, Anthony W, Schittenhelm, Ralf B, Behren, Andreas
Format Journal Article
LanguageEnglish
Published United States 01.10.2020
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ISSN2326-6074
DOI10.1158/2326-6066.CIR-19-0894

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Abstract Antigen recognition by CD8 T cells is governed by the pool of peptide antigens presented on the cell surface in the context of HLA class I complexes. Studies have shown not only a high degree of plasticity in the immunopeptidome, but also that a considerable fraction of all presented peptides is generated through proteasome-mediated splicing of noncontiguous regions of proteins to form novel peptide antigens. Here, we used high-resolution mass spectrometry combined with new bioinformatic approaches to characterize the immunopeptidome of melanoma cells in the presence or absence of IFNγ. In total, we identified more than 60,000 peptides from a single patient-derived cell line (LM-MEL-44) and demonstrated that IFNγ induced changes in the peptidome, with an overlap of only approximately 50% between basal and treated cells. Around 6% to 8% of the peptides were identified as -spliced peptides, and 2,213 peptides (1,827 linear and 386 -spliced peptides) were derived from known melanoma-associated antigens. These peptide antigens were equally distributed between the constitutive- and IFNγ-induced peptidome. We next examined additional HLA-matched patient-derived cell lines to investigate how frequently these peptides were identified and found that a high proportion of both linear and spliced peptides was conserved between individual patient tumors, drawing on data amassing to more than 100,000 peptide sequences. Several of these peptides showed immunogenicity across multiple patients with melanoma. These observations highlight the breadth and complexity of the repertoire of immunogenic peptides that can be exploited therapeutically and suggest that spliced peptides are a major class of tumor antigens.
AbstractList Antigen recognition by CD8 T cells is governed by the pool of peptide antigens presented on the cell surface in the context of HLA class I complexes. Studies have shown not only a high degree of plasticity in the immunopeptidome, but also that a considerable fraction of all presented peptides is generated through proteasome-mediated splicing of noncontiguous regions of proteins to form novel peptide antigens. Here, we used high-resolution mass spectrometry combined with new bioinformatic approaches to characterize the immunopeptidome of melanoma cells in the presence or absence of IFNγ. In total, we identified more than 60,000 peptides from a single patient-derived cell line (LM-MEL-44) and demonstrated that IFNγ induced changes in the peptidome, with an overlap of only approximately 50% between basal and treated cells. Around 6% to 8% of the peptides were identified as -spliced peptides, and 2,213 peptides (1,827 linear and 386 -spliced peptides) were derived from known melanoma-associated antigens. These peptide antigens were equally distributed between the constitutive- and IFNγ-induced peptidome. We next examined additional HLA-matched patient-derived cell lines to investigate how frequently these peptides were identified and found that a high proportion of both linear and spliced peptides was conserved between individual patient tumors, drawing on data amassing to more than 100,000 peptide sequences. Several of these peptides showed immunogenicity across multiple patients with melanoma. These observations highlight the breadth and complexity of the repertoire of immunogenic peptides that can be exploited therapeutically and suggest that spliced peptides are a major class of tumor antigens.
Author Li, Chen
Schittenhelm, Ralf B
Wong, Stephen Q
Aranha, Ritchlynn
Behren, Andreas
Faridi, Pouya
Woods, Katherine
Lim Kam Sian, Terry C C
Cebon, Jonathan S
Croft, Nathan P
Duscharla, Divya
Ostrouska, Simone
Ayala, Rochelle
Purcell, Anthony W
Deceneux, Cyril
Chen, Weisan
Ramarathinam, Sri H
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  surname: Faridi
  fullname: Faridi, Pouya
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Katherine
  orcidid: 0000-0003-3474-3104
  surname: Woods
  fullname: Woods, Katherine
  organization: School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
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  givenname: Simone
  orcidid: 0000-0001-7582-3990
  surname: Ostrouska
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  organization: School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
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  surname: Deceneux
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  organization: School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
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  surname: Aranha
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  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  surname: Duscharla
  fullname: Duscharla, Divya
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  surname: Wong
  fullname: Wong, Stephen Q
  organization: Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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  givenname: Weisan
  orcidid: 0000-0002-5221-9771
  surname: Chen
  fullname: Chen, Weisan
  organization: Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria, Australia
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  givenname: Sri H
  orcidid: 0000-0002-2787-1282
  surname: Ramarathinam
  fullname: Ramarathinam, Sri H
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Terry C C
  surname: Lim Kam Sian
  fullname: Lim Kam Sian, Terry C C
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Nathan P
  orcidid: 0000-0002-2128-5127
  surname: Croft
  fullname: Croft, Nathan P
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  surname: Li
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  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Rochelle
  orcidid: 0000-0001-8538-8857
  surname: Ayala
  fullname: Ayala, Rochelle
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Jonathan S
  orcidid: 0000-0002-3898-950X
  surname: Cebon
  fullname: Cebon, Jonathan S
  organization: School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
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  givenname: Anthony W
  orcidid: 0000-0003-0532-8331
  surname: Purcell
  fullname: Purcell, Anthony W
  email: anthony.purcell@monash.edu, Andreas.behren@onjcri.org.au, ralf.schittenhelm@monash.edu
  organization: Department of Biochemistry and Molecular Biology and Infection and Immunity Program, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia. anthony.purcell@monash.edu Andreas.behren@onjcri.org.au ralf.schittenhelm@monash.edu
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  givenname: Ralf B
  orcidid: 0000-0001-8738-1878
  surname: Schittenhelm
  fullname: Schittenhelm, Ralf B
  email: anthony.purcell@monash.edu, Andreas.behren@onjcri.org.au, ralf.schittenhelm@monash.edu
  organization: Monash Proteomics & Metabolomics Facility, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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  givenname: Andreas
  orcidid: 0000-0001-5329-280X
  surname: Behren
  fullname: Behren, Andreas
  email: anthony.purcell@monash.edu, Andreas.behren@onjcri.org.au, ralf.schittenhelm@monash.edu
  organization: School of Cancer Medicine, La Trobe University, Bundoora, Victoria, Australia
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Title Spliced Peptides and Cytokine-Driven Changes in the Immunopeptidome of Melanoma
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