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Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology
Neoantigen burden and CD8 T cell infiltrate are associated with clinical outcome in pancreatic ductal adenocarcinoma (PDAC). A shortcoming of many genetic models of PDAC is the lack of neoantigen burden and limited T cell infiltrate. The goal of the present study was to develop clinically relevant m...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361914/ https://www.ncbi.nlm.nih.gov/pubmed/37179276 http://dx.doi.org/10.1007/s00262-023-03463-x |
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author | Panni, Usman Y. Chen, Michael Y. Zhang, Felicia Cullinan, Darren R. Li, Lijin James, C. Alston Zhang, Xiuli Rogers, S. Alarcon, A. Baer, John M. Zhang, Daoxiang Gao, Feng Miller, Christopher A. Gong, Qingqing Lim, Kian-Huat DeNardo, David G. Goedegebuure, S. Peter Gillanders, William E. Hawkins, William G. |
author_facet | Panni, Usman Y. Chen, Michael Y. Zhang, Felicia Cullinan, Darren R. Li, Lijin James, C. Alston Zhang, Xiuli Rogers, S. Alarcon, A. Baer, John M. Zhang, Daoxiang Gao, Feng Miller, Christopher A. Gong, Qingqing Lim, Kian-Huat DeNardo, David G. Goedegebuure, S. Peter Gillanders, William E. Hawkins, William G. |
author_sort | Panni, Usman Y. |
collection | PubMed |
description | Neoantigen burden and CD8 T cell infiltrate are associated with clinical outcome in pancreatic ductal adenocarcinoma (PDAC). A shortcoming of many genetic models of PDAC is the lack of neoantigen burden and limited T cell infiltrate. The goal of the present study was to develop clinically relevant models of PDAC by inducing cancer neoantigens in KP2, a cell line derived from the KPC model of PDAC. KP2 was treated with oxaliplatin and olaparib (OXPARPi), and a resistant cell line was subsequently cloned to generate multiple genetically distinct cell lines (KP2-OXPARPi clones). Clones A and E are sensitive to immune checkpoint inhibition (ICI), exhibit relatively high T cell infiltration, and have significant upregulation of genes involved in antigen presentation, T cell differentiation, and chemokine signaling pathways. Clone B is resistant to ICI and is similar to the parental KP2 cell line in terms of relatively low T cell infiltration and no upregulation of genes involved in the pathways noted above. Tumor/normal exome sequencing and in silico neoantigen prediction confirms successful generation of cancer neoantigens in the KP2-OXPARPi clones and the relative lack of cancer neoantigens in the parental KP2 cell line. Neoantigen vaccine experiments demonstrate that a subset of candidate neoantigens are immunogenic and neoantigen synthetic long peptide vaccines can restrain Clone E tumor growth. Compared to existing models, the KP2-OXPARPi clones better capture the diverse immunobiology of human PDAC and may serve as models for future investigations in cancer immunotherapies and strategies targeting cancer neoantigens in PDAC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00262-023-03463-x. |
format | Online Article Text |
id | pubmed-10361914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-103619142023-07-23 Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology Panni, Usman Y. Chen, Michael Y. Zhang, Felicia Cullinan, Darren R. Li, Lijin James, C. Alston Zhang, Xiuli Rogers, S. Alarcon, A. Baer, John M. Zhang, Daoxiang Gao, Feng Miller, Christopher A. Gong, Qingqing Lim, Kian-Huat DeNardo, David G. Goedegebuure, S. Peter Gillanders, William E. Hawkins, William G. Cancer Immunol Immunother Research Neoantigen burden and CD8 T cell infiltrate are associated with clinical outcome in pancreatic ductal adenocarcinoma (PDAC). A shortcoming of many genetic models of PDAC is the lack of neoantigen burden and limited T cell infiltrate. The goal of the present study was to develop clinically relevant models of PDAC by inducing cancer neoantigens in KP2, a cell line derived from the KPC model of PDAC. KP2 was treated with oxaliplatin and olaparib (OXPARPi), and a resistant cell line was subsequently cloned to generate multiple genetically distinct cell lines (KP2-OXPARPi clones). Clones A and E are sensitive to immune checkpoint inhibition (ICI), exhibit relatively high T cell infiltration, and have significant upregulation of genes involved in antigen presentation, T cell differentiation, and chemokine signaling pathways. Clone B is resistant to ICI and is similar to the parental KP2 cell line in terms of relatively low T cell infiltration and no upregulation of genes involved in the pathways noted above. Tumor/normal exome sequencing and in silico neoantigen prediction confirms successful generation of cancer neoantigens in the KP2-OXPARPi clones and the relative lack of cancer neoantigens in the parental KP2 cell line. Neoantigen vaccine experiments demonstrate that a subset of candidate neoantigens are immunogenic and neoantigen synthetic long peptide vaccines can restrain Clone E tumor growth. Compared to existing models, the KP2-OXPARPi clones better capture the diverse immunobiology of human PDAC and may serve as models for future investigations in cancer immunotherapies and strategies targeting cancer neoantigens in PDAC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00262-023-03463-x. Springer Berlin Heidelberg 2023-05-13 2023 /pmc/articles/PMC10361914/ /pubmed/37179276 http://dx.doi.org/10.1007/s00262-023-03463-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Panni, Usman Y. Chen, Michael Y. Zhang, Felicia Cullinan, Darren R. Li, Lijin James, C. Alston Zhang, Xiuli Rogers, S. Alarcon, A. Baer, John M. Zhang, Daoxiang Gao, Feng Miller, Christopher A. Gong, Qingqing Lim, Kian-Huat DeNardo, David G. Goedegebuure, S. Peter Gillanders, William E. Hawkins, William G. Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title | Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title_full | Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title_fullStr | Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title_full_unstemmed | Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title_short | Induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
title_sort | induction of cancer neoantigens facilitates development of clinically relevant models for the study of pancreatic cancer immunobiology |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361914/ https://www.ncbi.nlm.nih.gov/pubmed/37179276 http://dx.doi.org/10.1007/s00262-023-03463-x |
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