Journal Article

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

Riaz, Nadeem, Medina, Benjamin, Saglimbeni, Joseph, Smoragiewicz, Martin, Iacobuzio-Donahue, Christine A., Askan, Gokce, Allen, Peter J., Leach, Steven D., DeMatteo, Ronald P., Balachandran, Vinod P., Greenbaum, Benjamin D., Makarov, Vladimir, Attiyeh, Marc, Basturk, Olca, Loo, Jennifer, Łuksza, Marta, Chan, Timothy A., Grbovic-Huezo, Olivera, Remark, Romain, Moral, John Alec, Herbst, Brian, Zhang, Jennifer, Zappasodi, Roberta, Gönen, Mithat, Merghoub, Taha, Levine, Arnold J., Wolchok, Jedd D., Abu-Akeel, Mohsen, Merad, Miriam, Wells, Daniel K., Cary, Charles Ian Ormsby, Fearon, Douglas T., Gnjatic, Sacha, Kelley, Z. Larkin, Bhanot, Umesh, Zhao, Julia N., Senbabaoglu, Yasin

2017

Overview

The analysis of T-cell antigens in long-term survivors of pancreatic ductal adenocarcinoma suggests that neoantigen immunogenicity and quality, not purely quantity, correlate with survival. Neoantigen quality over quantity A small percentage of patients with pancreatic cancer survive beyond five years, but the reason for their relative longevity remains uncertain. In this retrospective analysis, Vinod Balachandran et al . evaluate the immune mechanisms of long-term survival in human pancreatic cancer. The analysis shows that survival correlates with high mutation load in conjunction with increased infiltration of cytolytic T cells and polyclonal T-cell responses and that mutations at the tumour antigen MUC16 locus are enriched in long-term survivors. Additionally, patients with high predicted neoantigen–microbial cross-reactivity scores tended to live longest. The authors provide evidence that the quality rather than quantity of neoantigens determines survival. 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 1 , 2 , 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.

• Publisher: Nature Publishing Group UK,Nature Publishing Group
• Subject: 631/250/2520 / 631/67/1504/1713 / 631/67/580 / Adenocarcinoma / Adenocarcinoma - blood / Adenocarcinoma - genetics / Adenocarcinoma - immunology / Antigens / Antigens, Neoplasm - genetics / Antigens, Neoplasm - immunology / Bacterial Proteins - blood / Bacterial Proteins - genetics / Bacterial Proteins - immunology / Biomarkers / Biophysics / CA-125 Antigen - genetics / CA-125 Antigen - immunology / Cancer / Cancer Survivors / CD8 antigen / Cell activation / Chemotherapy / Computer Simulation / Cross Reactions - genetics / Cross Reactions - immunology / Epitopes / Exome Sequencing / Genomes / Health aspects / Homology / Humanities and Social Sciences / Humans / Immunogenicity / Immunotherapy / Infectious diseases / letter / Lymphocytes / Lymphocytes T / Medical research / Membrane Proteins - genetics / Membrane Proteins - immunology / Metastases / Microorganisms / Mimicry / multidisciplinary / Neoantigens / Pancreatic cancer / Pancreatic Neoplasms - blood / Pancreatic Neoplasms - genetics / Pancreatic Neoplasms - immunology / Peptides / Physiological aspects / Prognosis / Science / Survival / Survival Analysis / T cell receptors / T-Lymphocytes, Cytotoxic - cytology / T-Lymphocytes, Cytotoxic - immunology / Transcription / Tumors