Abstract B022: Properties of T-cell-recognized neoantigens
Authors: Kvistborg Pia , Buuren Marit M. van , Philips Daisy , Rooij Nienke van , Velds Arno , Behjati Sam , Braber Marlous van den , Toebes Mireille , Fanchi Lorenzo , Slagter Maarten , Svane Marie Stentoft , Hwu Patrick , Berg Joost van den , Stratton Michael , Blank Christian , Haanen John B.A.G. , Kesmir Can , Schumacher Ton N.M. 
Published: February 2019

Over the past years we have learned that the T-cell-based immune system frequently responds to the neoantigens that arise as a consequence of the accumulated DNA damage causing the malignant transformation. Furthermore, recognition of neoantigens appears an important driver of the clinical activity of both T-cell checkpoint blockade and adoptive T-cell therapy as cancer immunotherapies. From the efforts dissecting the neoantigen-specific T-cell response it has become clear that only a very minor fraction of the accumulated mutations is recognized by the immune system, and the challenge to unravel the neoantigen-specific T-cell response lies in identifying which neoantigens are more likely to be true T-cell epitopes. We have analyzed neoantigen-specific T-cell reactivity in 12 melanoma patients using an in silico epitope prediction pipeline based on RNA expression, predicted HLA binding affinity, proteasomal processing and self-similarity to predict potential neoepitopes. We screened for T-cell recognition of 7000 epitopes from these 12 patients (average ~550 epitopes per patient, range: 96-1902) using our pMHC multimer combinatorial encoding technology and found 19 epitopes to be recognized by T-cells (hits) and 6981 to be “non-hits.” Based on these data we have examined the properties of T-cell recognized neoantigens. An intriguing observation is an enrichment within T-cell recognized epitopes of epitopes with the mutation positioned within the last 4 amino acids (C-terminal end of the peptide) compared to the screened set of epitopes. Fifteen out of 19 hits (approximately 80%) harbored a mutation within the last 4 amino acids of the peptide, whereas within the full set of screen epitopes it is 43%. While it is currently unclear what the reason is for this, this could reflect a biologic importance in T-cell recognition of the C-terminal part of the epitope. Furthermore, RNA expression and predicted binding affinity to HLA are important informative parameters for selecting T-cell recognized epitopes. A striking observation is that predicted binding affinity not only correlates with likelihood of observing a T-cell response but also the magnitude of this T-cell response, suggesting a hierarchy within neoantigens, and that not all neoantigens are of equal immunologic quality. In summary, our findings indicate that T-cell recognized neoantigens may differ from the neoantigen pool not recognized. In particular regarding position of the mutation with the epitope, RNA abundance and predicted HLA binding affinity. Importantly, our data reveal a hierarchy within neoantigens comparable to immunodominance known from viral infections. This hierarchy appears to depend mostly on binding affinity. These observations are likely to be highly relevant when selecting neoantigens for therapeutic manipulation such as vaccines.

Citation Format: Pia Kvistborg, Marit M. van Buuren, Daisy Philips, Nienke van Rooij, Arno Velds, Sam Behjati, Marlous van den Braber, Mireille Toebes, Lorenzo Fanchi, Maarten Slagter, Marie Stentoft Svane, Patrick Hwu, Joost van den Berg, Michael Stratton, Christian Blank, John B.A.G. Haanen, Can Kesmir, Ton N.M. Schumacher. Properties of T-cell-recognized neoantigens [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr B022.