Mining exomic sequencing data to identify mutated antigens recognized by adoptively transferred tumor-reactive T cells (original) (raw)

Nature Medicine volume 19, pages 747–752 (2013)Cite this article

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Abstract

Substantial regressions of metastatic lesions have been observed in up to 70% of patients with melanoma who received adoptively transferred autologous tumor-infiltrating lymphocytes (TILs) in phase 2 clinical trials1,2. In addition, 40% of patients treated in a recent trial experienced complete regressions of all measurable lesions for at least 5 years following TIL treatment3. To evaluate the potential association between the ability of TILs to mediate durable regressions and their ability to recognize potent antigens that presumably include mutated gene products, we developed a new screening approach involving mining whole-exome sequence data to identify mutated proteins expressed in patient tumors. We then synthesized and evaluated candidate mutated T cell epitopes that were identified using a major histocompatibility complex–binding algorithm4 for recognition by TILs. Using this approach, we identified mutated antigens expressed on autologous tumor cells that were recognized by three bulk TIL lines from three individuals with melanoma that were associated with objective tumor regressions following adoptive transfer. This simplified approach for identifying mutated antigens recognized by T cells avoids the need to generate and laboriously screen cDNA libraries from tumors and may represent a generally applicable method for identifying mutated antigens expressed in a variety of tumor types.

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Change history

In the version of this article initially published online, the second sentence of the abstract stated, “In addition, 40% of patients treated in a recent trial experienced complete regressions of all measurable lesions lasting between 5 and 9 years after treatment3.” The correct statement should read, “In addition, 40% of patients treated in a recent trial experienced complete regressions of all measurable lesions for at least 5 years following TIL treatment3.” The error has been corrected for the print, PDF and HTML versions of this article.

References

  1. Dudley, M.E. et al. Cancer regression and autoimmunity in patients after clonal repopulation with antitumor lymphocytes. Science 298, 850–854 (2002).
    Article CAS Google Scholar
  2. Dudley, M.E. et al. Adoptive cell therapy for patients with metastatic melanoma: evaluation of intensive myeloablative chemoradiation preparative regimens. J. Clin. Oncol. 26, 5233–5239 (2008).
    Article CAS Google Scholar
  3. Rosenberg, S.A. et al. Durable complete responses in heavily pretreated patients with metastatic melanoma using T-cell transfer immunotherapy. Clin. Cancer Res. 17, 4550–4557 (2011).
    Article CAS Google Scholar
  4. Nielsen, M. et al. NetMHCpan, a method for quantitative predictions of peptide binding to any HLA-A and -B locus protein of known sequence. PLoS ONE 2, e796 (2007).
    Article Google Scholar
  5. Marincola, F.M. et al. Locus-specific analysis of human leukocyte antigen class I expression in melanoma cell lines. J. Immunother. Emphasis Tumor Immunol. 16, 13–23 (1994).
    Article CAS Google Scholar
  6. Salter, R.D. & Cresswell, P. Impaired assembly and transport of HLA-A and -B antigens in a mutant TxB cell hybrid. EMBO J. 5, 943–949 (1986).
    Article CAS Google Scholar
  7. Amit, S. et al. Axin-mediated CKI phosphorylation of β-catenin at Ser45: a molecular switch for the Wnt pathway. Genes Dev. 16, 1066–1076 (2002).
    Article CAS Google Scholar
  8. Zhou, J., Dudley, M.E., Rosenberg, S.A. & Robbins, P.F. Persistence of multiple tumor-specific T-cell clones is associated with complete tumor regression in a melanoma patient receiving adoptive cell transfer therapy. J. Immunother. 28, 53–62 (2005).
    Article Google Scholar
  9. Goshima, G., Mayer, M., Zhang, N., Stuurman, N. & Vale, R.D. Augmin: a protein complex required for centrosome-independent microtubule generation within the spindle. J. Cell Biol. 181, 421–429 (2008).
    Article CAS Google Scholar
  10. Rammensee, H., Bachmann, J., Emmerich, N.P., Bachor, O.A. & Stevanovic, S. SYFPEITHI: database for MHC ligands and peptide motifs. Immunogenetics 50, 213–219 (1999).
    Article CAS Google Scholar
  11. Morel, S. et al. Processing of some antigens by the standard proteasome but not by the immunoproteasome results in poor presentation by dendritic cells. Immunity 12, 107–117 (2000).
    Article CAS Google Scholar
  12. Chapiro, J. et al. Destructive cleavage of antigenic peptides either by the immunoproteasome or by the standard proteasome results in differential antigen presentation. J. Immunol. 176, 1053–1061 (2006).
    Article CAS Google Scholar
  13. Guillaume, B. et al. Two abundant proteasome subtypes that uniquely process some antigens presented by HLA class I molecules. Proc. Natl. Acad. Sci. USA 107, 18599–18604 (2010).
    Article CAS Google Scholar
  14. Kahle, J.J. et al. Comparison of an expanded ataxia interactome with patient medical records reveals a relationship between macular degeneration and ataxia. Hum. Mol. Genet. 20, 510–527 (2011).
    Article CAS Google Scholar
  15. Blazek, D. et al. The cyclin K/Cdk12 complex maintains genomic stability via regulation of expression of DNA damage response genes. Genes Dev. 25, 2158–2172 (2011).
    Article CAS Google Scholar
  16. Kawakami, Y. et al. Cloning of the gene coding for a shared human melanoma antigen recognized by autologous T cells infiltrating into tumor. Proc. Natl. Acad. Sci. USA 91, 3515–3519 (1994).
    Article CAS Google Scholar
  17. van der Bruggen, P. et al. A gene encoding an antigen recognized by cytolytic T lymphocytes on a human melanoma. Science 254, 1643–1647 (1991).
    Article CAS Google Scholar
  18. Boël, P. et al. BAGE: a new gene encoding an antigen recognized on human melanomas by cytolytic T lymphocytes. Immunity 2, 167–175 (1995).
    Article Google Scholar
  19. Robbins, P.F. et al. A mutated β-catenin gene encodes a melanoma-specific antigen recognized by tumor infiltrating lymphocytes. J. Exp. Med. 183, 1185–1192 (1996).
    Article CAS Google Scholar
  20. Cox, A.L. et al. Identification of a peptide recognized by five melanoma-specific human cytotoxic T cell lines. Science 264, 716–719 (1994).
    Article CAS Google Scholar
  21. Pieper, R. et al. Biochemical identification of a mutated human melanoma antigen recognized by CD4+ T cells. J. Exp. Med. 189, 757–766 (1999).
    Article CAS Google Scholar
  22. van der Bruggen, P., Stroobant, V., Vigneron, N. & Van den Eynde, B. Peptide database: T cell–defined tumor antigens. Cancer Immun.http://www.cancerimmunity.org/peptide/〉 (2013).
  23. Matsushita, H. et al. Cancer exome analysis reveals a T-cell–dependent mechanism of cancer immunoediting. Nature 482, 400–404 (2012).
    Article CAS Google Scholar
  24. Castle, J.C. et al. Exploiting the mutanome for tumor vaccination. Cancer Res. 72, 1081–1091 (2012).
    Article CAS Google Scholar
  25. Kvistborg, P. et al. TIL therapy broadens the tumor-reactive CD8+ T cell compartment in melanoma patients. OncoImmunology 1, 409–418 (2012).
    Article Google Scholar
  26. Jones, S. et al. Frequent mutations of chromatin remodeling gene ARID1A in ovarian clear cell carcinoma. Science 330, 228–231 (2010).
    Article CAS Google Scholar
  27. Greenman, C. et al. Patterns of somatic mutation in human cancer genomes. Nature 446, 153–158 (2007).
    Article CAS Google Scholar
  28. Berger, M.F. et al. Melanoma genome sequencing reveals frequent PREX2 mutations. Nature 485, 502–506 (2012).
    Article CAS Google Scholar
  29. Topalian, S.L., Muul, L.M., Solomon, D. & Rosenberg, S.A. Expansion of human tumor infiltrating lymphocytes for use in immunotherapy trials. J. Immunol. Methods 102, 127–141 (1987).
    Article CAS Google Scholar
  30. Dudley, M.E. et al. Adoptive cell transfer therapy following non-myeloablative but lymphodepleting chemotherapy for the treatment of patients with refractory metastatic melanoma. J. Clin. Oncol. 23, 2346–2357 (2005).
    Article CAS Google Scholar
  31. Arnold, D. et al. Proteasome subunits encoded in the MHC are not generally required for the processing of peptides bound by MHC class I molecules. Nature 360, 171–174 (1992).
    Article CAS Google Scholar

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Acknowledgements

We thank B. Van den Eynde (Ludwig Institute) for providing HEK293 cells transfected with immunoproteasomal subunits and S. Schwarz and R. Fisch for assisting with experiments.

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Author notes

  1. Jamie K Teer & Yardena Samuels
    Present address: Present address: H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA, (J.K.T.) and Weizmann Institute of Science, Rehovot, Israel (Y.S.).,

Authors and Affiliations

  1. Surgery Branch, National Cancer Institute, National Institutes of Health (NIH), Bethesda, Maryland, USA
    Paul F Robbins, Yong-Chen Lu, Mona El-Gamil, Yong F Li, Colin Gross & Steven A Rosenberg
  2. Cancer Genetics Branch, National Human Genome Research Institute (NHGRI), NIH, Bethesda, Maryland, USA
    Jared Gartner & Yardena Samuels
  3. Washington University School of Medicine, Genome Technology Access Center, Genomics and Pathology Services, St. Louis, Missouri, USA
    Jimmy C Lin, Paul Cliften & Eric Tycksen
  4. Genetic Disease Research Branch, NHGRI, NIH, Bethesda, Maryland, USA
    Jamie K Teer

Authors

  1. Paul F Robbins
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  2. Yong-Chen Lu
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  3. Mona El-Gamil
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  4. Yong F Li
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  5. Colin Gross
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  6. Jared Gartner
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  7. Jimmy C Lin
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  8. Jamie K Teer
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  9. Paul Cliften
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  10. Eric Tycksen
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  11. Yardena Samuels
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  12. Steven A Rosenberg
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Contributions

P.F.R. designed and developed the experimental screening system, analyzed data and drafted the manuscript. Y.-C.L. and M.E.-G. performed experiments evaluating TIL responses against candidate mutated peptides and analyzed results. Y.F.L. cloned and sequenced gene products encoding candidate epitopes identified by exomic sequencing and analyzed results. J.K.T., C.G., E.T., J.C.L. and P.C. carried out bioinformatic analyses. J.G. provided advice on exomic sequencing, prepared samples for sequencing and carried out validation studies using Sanger sequencing. Y.S. provided advice on sequencing of DNA isolated from tumor and normal cells and assisted with data analysis. S.A.R. helped design the studies and edited the manuscript.

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Correspondence toPaul F Robbins.

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The authors declare no competing financial interests.

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Robbins, P., Lu, YC., El-Gamil, M. et al. Mining exomic sequencing data to identify mutated antigens recognized by adoptively transferred tumor-reactive T cells.Nat Med 19, 747–752 (2013). https://doi.org/10.1038/nm.3161

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