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Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer.

Publication ,  Journal Article
Balachandran, VP; Łuksza, M; Zhao, JN; Makarov, V; Moral, JA; Remark, R; Herbst, B; Askan, G; Bhanot, U; Senbabaoglu, Y; Wells, DK; Cary, CIO ...
Published in: Nature
November 23, 2017

Pancreatic ductal adenocarcinoma is a lethal cancer with fewer than 7% of patients surviving past 5 years. T-cell immunity has been linked to the exceptional outcome of the few long-term survivors, yet the relevant antigens remain unknown. Here we use genetic, immunohistochemical and transcriptional immunoprofiling, computational biophysics, and functional assays to identify T-cell antigens in long-term survivors of pancreatic cancer. Using whole-exome sequencing and in silico neoantigen prediction, we found that tumours with both the highest neoantigen number and the most abundant CD8+ T-cell infiltrates, but neither alone, stratified patients with the longest survival. Investigating the specific neoantigen qualities promoting T-cell activation in long-term survivors, we discovered that these individuals were enriched in neoantigen qualities defined by a fitness model, and neoantigens in the tumour antigen MUC16 (also known as CA125). A neoantigen quality fitness model conferring greater immunogenicity to neoantigens with differential presentation and homology to infectious disease-derived peptides identified long-term survivors in two independent datasets, whereas a neoantigen quantity model ascribing greater immunogenicity to increasing neoantigen number alone did not. We detected intratumoural and lasting circulating T-cell reactivity to both high-quality and MUC16 neoantigens in long-term survivors of pancreatic cancer, including clones with specificity to both high-quality neoantigens and predicted cross-reactive microbial epitopes, consistent with neoantigen molecular mimicry. Notably, we observed selective loss of high-quality and MUC16 neoantigenic clones on metastatic progression, suggesting neoantigen immunoediting. Our results identify neoantigens with unique qualities as T-cell targets in pancreatic ductal adenocarcinoma. More broadly, we identify neoantigen quality as a biomarker for immunogenic tumours that may guide the application of immunotherapies.

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Published In

Nature

DOI

EISSN

1476-4687

Publication Date

November 23, 2017

Volume

551

Issue

7681

Start / End Page

512 / 516

Location

England

Related Subject Headings

  • T-Lymphocytes, Cytotoxic
  • Survival Analysis
  • Prognosis
  • Pancreatic Neoplasms
  • Membrane Proteins
  • Immunotherapy
  • Humans
  • General Science & Technology
  • Exome Sequencing
  • Cross Reactions
 

Citation

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Balachandran, V. P., Łuksza, M., Zhao, J. N., Makarov, V., Moral, J. A., Remark, R., … Leach, S. D. (2017). Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer. Nature, 551(7681), 512–516. https://doi.org/10.1038/nature24462
Balachandran, Vinod P., Marta Łuksza, Julia N. Zhao, Vladimir Makarov, John Alec Moral, Romain Remark, Brian Herbst, et al. “Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer.Nature 551, no. 7681 (November 23, 2017): 512–16. https://doi.org/10.1038/nature24462.
Balachandran VP, Łuksza M, Zhao JN, Makarov V, Moral JA, Remark R, et al. Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer. Nature. 2017 Nov 23;551(7681):512–6.
Balachandran, Vinod P., et al. “Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer.Nature, vol. 551, no. 7681, Nov. 2017, pp. 512–16. Pubmed, doi:10.1038/nature24462.
Balachandran VP, Łuksza M, Zhao JN, Makarov V, Moral JA, Remark R, Herbst B, Askan G, Bhanot U, Senbabaoglu Y, Wells DK, Cary CIO, Grbovic-Huezo O, Attiyeh M, Medina B, Zhang J, Loo J, Saglimbeni J, Abu-Akeel M, Zappasodi R, Riaz N, Smoragiewicz M, Kelley ZL, Basturk O, Australian Pancreatic Cancer Genome Initiative, Garvan Institute of Medical Research, Prince of Wales Hospital, Royal North Shore Hospital, University of Glasgow, St Vincent’s Hospital, QIMR Berghofer Medical Research Institute, University of Melbourne, Centre for Cancer Research, University of Queensland, Institute for Molecular Bioscience, Bankstown Hospital, Liverpool Hospital, Royal Prince Alfred Hospital, Chris O’Brien Lifehouse, Westmead Hospital, Fremantle Hospital, St John of God Healthcare, Royal Adelaide Hospital, Flinders Medical Centre, Envoi Pathology, Princess Alexandria Hospital, Austin Hospital, Johns Hopkins Medical Institutes, ARC-Net Centre for Applied Research on Cancer, Gönen M, Levine AJ, Allen PJ, Fearon DT, Merad M, Gnjatic S, Iacobuzio-Donahue CA, Wolchok JD, DeMatteo RP, Chan TA, Greenbaum BD, Merghoub T, Leach SD. Identification of unique neoantigen qualities in long-term survivors of pancreatic cancer. Nature. 2017 Nov 23;551(7681):512–516.
Journal cover image

Published In

Nature

DOI

EISSN

1476-4687

Publication Date

November 23, 2017

Volume

551

Issue

7681

Start / End Page

512 / 516

Location

England

Related Subject Headings

  • T-Lymphocytes, Cytotoxic
  • Survival Analysis
  • Prognosis
  • Pancreatic Neoplasms
  • Membrane Proteins
  • Immunotherapy
  • Humans
  • General Science & Technology
  • Exome Sequencing
  • Cross Reactions