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Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features

BACKGROUND: Infiltrating B and T cells have been observed in several tumor tissues, including pancreatic ductal adenocarcinoma (PDAC). The majority known PDAC risk factors point to a chronic inflammatory process leading to different forms of immunological infiltration. Understanding pancreatic tumor...

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Autores principales: Pineda, Silvia, López de Maturana, Evangelina, Yu, Katharine, Ravoor, Akshay, Wood, Inés, Malats, Núria, Sirota, Marina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8495220/
https://www.ncbi.nlm.nih.gov/pubmed/34630409
http://dx.doi.org/10.3389/fimmu.2021.730746
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author Pineda, Silvia
López de Maturana, Evangelina
Yu, Katharine
Ravoor, Akshay
Wood, Inés
Malats, Núria
Sirota, Marina
author_facet Pineda, Silvia
López de Maturana, Evangelina
Yu, Katharine
Ravoor, Akshay
Wood, Inés
Malats, Núria
Sirota, Marina
author_sort Pineda, Silvia
collection PubMed
description BACKGROUND: Infiltrating B and T cells have been observed in several tumor tissues, including pancreatic ductal adenocarcinoma (PDAC). The majority known PDAC risk factors point to a chronic inflammatory process leading to different forms of immunological infiltration. Understanding pancreatic tumor infiltration may lead to improved knowledge of this devastating disease. METHODS: We extracted the immunoglobulins (IGs) and T cell receptors (TCRs) from RNA-sequencing of 144 PDAC from TCGA and 180 pancreatic normal tissue from GTEx. We used Shannon entropy to find differences in IG/TCR diversity. We performed a clonotype analysis considering the IG clone definition (same V and J segments, same CDR3 length, and 90% nucleotide identity between CDR3s) to study differences among the tumor samples. Finally, we performed an association analysis to find host and tumor factors associated with the IG/TCR. RESULTS: PDAC presented a richer and more diverse IG and TCR infiltration than normal pancreatic tissue. A higher IG infiltration was present in heavy smokers and females and it was associated with better overall survival. In addition, specific IG clonotypes classified samples with better prognosis explaining 24% of the prognosis phenotypic variance. On the other hand, a larger TCR infiltration was present in patients with previous history of diabetes and was associated with lower nonantigen load. CONCLUSIONS: Our findings support PDAC subtyping according to its immune repertoire landscape with a potential impact on the understanding of the inflammatory basis of PDAC risk factors as well as the design of treatment options and prognosis monitoring.
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spelling pubmed-84952202021-10-08 Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features Pineda, Silvia López de Maturana, Evangelina Yu, Katharine Ravoor, Akshay Wood, Inés Malats, Núria Sirota, Marina Front Immunol Immunology BACKGROUND: Infiltrating B and T cells have been observed in several tumor tissues, including pancreatic ductal adenocarcinoma (PDAC). The majority known PDAC risk factors point to a chronic inflammatory process leading to different forms of immunological infiltration. Understanding pancreatic tumor infiltration may lead to improved knowledge of this devastating disease. METHODS: We extracted the immunoglobulins (IGs) and T cell receptors (TCRs) from RNA-sequencing of 144 PDAC from TCGA and 180 pancreatic normal tissue from GTEx. We used Shannon entropy to find differences in IG/TCR diversity. We performed a clonotype analysis considering the IG clone definition (same V and J segments, same CDR3 length, and 90% nucleotide identity between CDR3s) to study differences among the tumor samples. Finally, we performed an association analysis to find host and tumor factors associated with the IG/TCR. RESULTS: PDAC presented a richer and more diverse IG and TCR infiltration than normal pancreatic tissue. A higher IG infiltration was present in heavy smokers and females and it was associated with better overall survival. In addition, specific IG clonotypes classified samples with better prognosis explaining 24% of the prognosis phenotypic variance. On the other hand, a larger TCR infiltration was present in patients with previous history of diabetes and was associated with lower nonantigen load. CONCLUSIONS: Our findings support PDAC subtyping according to its immune repertoire landscape with a potential impact on the understanding of the inflammatory basis of PDAC risk factors as well as the design of treatment options and prognosis monitoring. Frontiers Media S.A. 2021-09-23 /pmc/articles/PMC8495220/ /pubmed/34630409 http://dx.doi.org/10.3389/fimmu.2021.730746 Text en Copyright © 2021 Pineda, López de Maturana, Yu, Ravoor, Wood, Malats and Sirota https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Pineda, Silvia
López de Maturana, Evangelina
Yu, Katharine
Ravoor, Akshay
Wood, Inés
Malats, Núria
Sirota, Marina
Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title_full Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title_fullStr Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title_full_unstemmed Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title_short Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
title_sort tumor-infiltrating b- and t-cell repertoire in pancreatic cancer associated with host and tumor features
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8495220/
https://www.ncbi.nlm.nih.gov/pubmed/34630409
http://dx.doi.org/10.3389/fimmu.2021.730746
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