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Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer
Pancreatic ductal adenocarcinoma (PDAC) has traditionally been thought of as an immunologically quiescent tumor type presumably because of a relatively low tumor mutational burden (TMB) and poor responses to checkpoint blockade therapy. However, many PDAC tumors exhibit T cell inflamed phenotypes. T...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993148/ https://www.ncbi.nlm.nih.gov/pubmed/33796412 http://dx.doi.org/10.1080/2162402X.2021.1900635 |
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author | Gunderson, Andrew J. Rajamanickam, Venkatesh Bui, Cynthia Bernard, Brady Pucilowska, Joanna Ballesteros-Merino, Carmen Schmidt, Mark McCarty, Kayla Philips, Michaela Piening, Brian Dubay, Christopher Medler, Terry Newell, Phillipa Hansen, Paul Tran, Eric Tang, Ephraim Bifulco, Carlo Crittenden, Marka Gough, Michael Young, Kristina H. |
author_facet | Gunderson, Andrew J. Rajamanickam, Venkatesh Bui, Cynthia Bernard, Brady Pucilowska, Joanna Ballesteros-Merino, Carmen Schmidt, Mark McCarty, Kayla Philips, Michaela Piening, Brian Dubay, Christopher Medler, Terry Newell, Phillipa Hansen, Paul Tran, Eric Tang, Ephraim Bifulco, Carlo Crittenden, Marka Gough, Michael Young, Kristina H. |
author_sort | Gunderson, Andrew J. |
collection | PubMed |
description | Pancreatic ductal adenocarcinoma (PDAC) has traditionally been thought of as an immunologically quiescent tumor type presumably because of a relatively low tumor mutational burden (TMB) and poor responses to checkpoint blockade therapy. However, many PDAC tumors exhibit T cell inflamed phenotypes. The presence of tertiary lymphoid structures (TLS) has recently been shown to be predictive of checkpoint blockade response in melanomas and sarcomas, and are prognostic for survival in PDAC. In order to more comprehensively understand tumor immunity in PDAC patients with TLS, we performed RNA-seq, single and multiplex IHC, flow cytometry and predictive genomic analysis on treatment naïve, PDAC surgical specimens. Forty-six percent of tumors contained distinct T and B cell aggregates reflective of “early-stage TLS” (ES-TLS), which correlated with longer overall and progression-free survival. These tumors had greater CD8(+) T cell infiltration but were not defined by previously published TLS gene-expression signatures. ES-TLS(+) tumors were enriched for IgG1 class-switched memory B cells and memory CD4(+) T cells, suggesting durable immunological memory persisted in these patients. We also observed the presence of active germinal centers (mature-TLS) in 31% of tumors with lymphocyte clusters, whose patients had long-term survival (median 56 months). M-TLS-positive tumors had equivalent overall T cell infiltration to ES-TLS, but were enriched for activated CD4(+) memory cells, naive B cells and NK cells. Finally, using a TCGA-PDAC dataset, ES-TLS(+) tumors harbored a decreased TMB, but M-TLS with germinal centers expressed significantly more MHCI-restricted neoantigens as determined by an in silico neoantigen prediction method. Interestingly, M-TLS(+) tumors also had evidence of increased rates of B cell somatic hypermutation, suggesting that germinal centers form in the presence of high-quality tumor neoantigens leading to increased humoral immunity that confers improved survival for PDAC patients. AbbreviationsTLS: tertiary lymphoid structures; GC: germinal center(s); PDAC: pancreatic ductal adenocarcinoma; RNA-seq: RNA sequencing; BCRseq: B cell receptor sequencing; HEV: high endothelial venule; PNAd: peripheral node addressin; TMB: tumor mutational burden; TCGA: the cancer genome atlas; PAAD: pancreatic adenocarcinoma; FFPE: formalin fixed paraffin embedded; TIME: tumor immune microenvironment. |
format | Online Article Text |
id | pubmed-7993148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-79931482021-03-31 Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer Gunderson, Andrew J. Rajamanickam, Venkatesh Bui, Cynthia Bernard, Brady Pucilowska, Joanna Ballesteros-Merino, Carmen Schmidt, Mark McCarty, Kayla Philips, Michaela Piening, Brian Dubay, Christopher Medler, Terry Newell, Phillipa Hansen, Paul Tran, Eric Tang, Ephraim Bifulco, Carlo Crittenden, Marka Gough, Michael Young, Kristina H. Oncoimmunology Original Research Pancreatic ductal adenocarcinoma (PDAC) has traditionally been thought of as an immunologically quiescent tumor type presumably because of a relatively low tumor mutational burden (TMB) and poor responses to checkpoint blockade therapy. However, many PDAC tumors exhibit T cell inflamed phenotypes. The presence of tertiary lymphoid structures (TLS) has recently been shown to be predictive of checkpoint blockade response in melanomas and sarcomas, and are prognostic for survival in PDAC. In order to more comprehensively understand tumor immunity in PDAC patients with TLS, we performed RNA-seq, single and multiplex IHC, flow cytometry and predictive genomic analysis on treatment naïve, PDAC surgical specimens. Forty-six percent of tumors contained distinct T and B cell aggregates reflective of “early-stage TLS” (ES-TLS), which correlated with longer overall and progression-free survival. These tumors had greater CD8(+) T cell infiltration but were not defined by previously published TLS gene-expression signatures. ES-TLS(+) tumors were enriched for IgG1 class-switched memory B cells and memory CD4(+) T cells, suggesting durable immunological memory persisted in these patients. We also observed the presence of active germinal centers (mature-TLS) in 31% of tumors with lymphocyte clusters, whose patients had long-term survival (median 56 months). M-TLS-positive tumors had equivalent overall T cell infiltration to ES-TLS, but were enriched for activated CD4(+) memory cells, naive B cells and NK cells. Finally, using a TCGA-PDAC dataset, ES-TLS(+) tumors harbored a decreased TMB, but M-TLS with germinal centers expressed significantly more MHCI-restricted neoantigens as determined by an in silico neoantigen prediction method. Interestingly, M-TLS(+) tumors also had evidence of increased rates of B cell somatic hypermutation, suggesting that germinal centers form in the presence of high-quality tumor neoantigens leading to increased humoral immunity that confers improved survival for PDAC patients. AbbreviationsTLS: tertiary lymphoid structures; GC: germinal center(s); PDAC: pancreatic ductal adenocarcinoma; RNA-seq: RNA sequencing; BCRseq: B cell receptor sequencing; HEV: high endothelial venule; PNAd: peripheral node addressin; TMB: tumor mutational burden; TCGA: the cancer genome atlas; PAAD: pancreatic adenocarcinoma; FFPE: formalin fixed paraffin embedded; TIME: tumor immune microenvironment. Taylor & Francis 2021-03-17 /pmc/articles/PMC7993148/ /pubmed/33796412 http://dx.doi.org/10.1080/2162402X.2021.1900635 Text en © 2021 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Gunderson, Andrew J. Rajamanickam, Venkatesh Bui, Cynthia Bernard, Brady Pucilowska, Joanna Ballesteros-Merino, Carmen Schmidt, Mark McCarty, Kayla Philips, Michaela Piening, Brian Dubay, Christopher Medler, Terry Newell, Phillipa Hansen, Paul Tran, Eric Tang, Ephraim Bifulco, Carlo Crittenden, Marka Gough, Michael Young, Kristina H. Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title | Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title_full | Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title_fullStr | Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title_full_unstemmed | Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title_short | Germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
title_sort | germinal center reactions in tertiary lymphoid structures associate with neoantigen burden, humoral immunity and long-term survivorship in pancreatic cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993148/ https://www.ncbi.nlm.nih.gov/pubmed/33796412 http://dx.doi.org/10.1080/2162402X.2021.1900635 |
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