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

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...

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Autores principales: Want, Muzamil Yaqub, Konstorum, Anna, Huang, Ruea-Yea, Jain, Vaibhav, Matsueda, Satoko, Tsuji, Takemasa, Lugade, Amit, Odunsi, Kunle, Koya, Richard, Battaglia, Sebastiano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492964/
https://www.ncbi.nlm.nih.gov/pubmed/31069153
http://dx.doi.org/10.1080/2162402X.2019.1586042
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author Want, Muzamil Yaqub
Konstorum, Anna
Huang, Ruea-Yea
Jain, Vaibhav
Matsueda, Satoko
Tsuji, Takemasa
Lugade, Amit
Odunsi, Kunle
Koya, Richard
Battaglia, Sebastiano
author_facet Want, Muzamil Yaqub
Konstorum, Anna
Huang, Ruea-Yea
Jain, Vaibhav
Matsueda, Satoko
Tsuji, Takemasa
Lugade, Amit
Odunsi, Kunle
Koya, Richard
Battaglia, Sebastiano
author_sort Want, Muzamil Yaqub
collection PubMed
description 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.
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spelling pubmed-64929642019-05-08 Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer Want, Muzamil Yaqub Konstorum, Anna Huang, Ruea-Yea Jain, Vaibhav Matsueda, Satoko Tsuji, Takemasa Lugade, Amit Odunsi, Kunle Koya, Richard Battaglia, Sebastiano Oncoimmunology Original Research 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. Taylor & Francis 2019-03-30 /pmc/articles/PMC6492964/ /pubmed/31069153 http://dx.doi.org/10.1080/2162402X.2019.1586042 Text en © 2019 The Author(s). Published with license by Taylor & Francis Group, LLC. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Original Research
Want, Muzamil Yaqub
Konstorum, Anna
Huang, Ruea-Yea
Jain, Vaibhav
Matsueda, Satoko
Tsuji, Takemasa
Lugade, Amit
Odunsi, Kunle
Koya, Richard
Battaglia, Sebastiano
Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title_full Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title_fullStr Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title_full_unstemmed Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title_short Neoantigens retention in patient derived xenograft models mediates autologous T cells activation in ovarian cancer
title_sort neoantigens retention in patient derived xenograft models mediates autologous t cells activation in ovarian cancer
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492964/
https://www.ncbi.nlm.nih.gov/pubmed/31069153
http://dx.doi.org/10.1080/2162402X.2019.1586042
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