Anna Konstorum

Research Data Scientist

Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer


Journal article


M. Y. Want, A. Konstorum, R. Huang, Vaibhav Jain, S. Matsueda, T. Tsuji, A. Lugade, K. Odunsi, R. Koya, S. Battaglia
Oncoimmunology, 2019

Semantic Scholar DOI PubMedCentral PubMed
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APA   Click to copy
Want, M. Y., Konstorum, A., Huang, R., Jain, V., Matsueda, S., Tsuji, T., … Battaglia, S. (2019). Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer. Oncoimmunology.


Chicago/Turabian   Click to copy
Want, M. Y., A. Konstorum, R. Huang, Vaibhav Jain, S. Matsueda, T. Tsuji, A. Lugade, K. Odunsi, R. Koya, and S. Battaglia. “Neoantigens Retention in Patient Derived Xenograft Models Mediates Autologous T Cells Activation in Ovarian Cancer.” Oncoimmunology (2019).


MLA   Click to copy
Want, M. Y., et al. “Neoantigens Retention in Patient Derived Xenograft Models Mediates Autologous T Cells Activation in Ovarian Cancer.” Oncoimmunology, 2019.


BibTeX   Click to copy

@article{m2019a,
  title = {Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer},
  year = {2019},
  journal = {Oncoimmunology},
  author = {Want, M. Y. and Konstorum, A. and Huang, R. and Jain, Vaibhav and Matsueda, S. and Tsuji, T. and Lugade, A. and Odunsi, K. and Koya, R. and Battaglia, S.}
}

Abstract

ABSTRACT Ovarian cancer (OC) has an overall modest number of mutations that facilitate a functional immune infiltrate able to recognize tumor mutated antigens, or neoantigens. Although patient-derived xenografts (PDXs) can partially model the tumor mutational load and mimic response to chemotherapy, no study profiled a neoantigen-driven response in OC PDXs. Here we demonstrate that the genomic status of the primary tumor from an OC patient can be recapitulated in vivo in a PDX model, with the goal of defining autologous T cells activation by neoantigens using in silico, in vitro and in vivo approaches. By profiling the PDX mutanome we discovered three main clusters of mutations defining the expansion, retraction or conservation of tumor clones based on their variant allele frequencies (VAF). RNASeq analyses revealed a strong functional conservation between the primary tumor and PDXs, highlighted by the upregulation of antigen presenting pathways. We tested in vitro a set of 30 neoantigens for recognition by autologous T cells and identified a core of six neoantigens that define a potent T cell activation able to slow tumor growth in vivo. The pattern of recognition of these six neoantigens indicates the pre-existence of anti-tumor immunity in the patient. To evaluate the breadth of T cell activation, we performed single cell sequencing profiling the TCR repertoire upon stimulation with neoantigenic moieties and identified sequence motifs that define an oligoclonal and autologous T cell response. Overall, these results indicate that OC PDXs can be a valid tool to model OC response to immunotherapy.