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An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment
Intratumoral hypoxia is a widely established element of the pancreatic tumor microenvironment (TME) promoting immune escape, tumor invasion, and progression, while contributing to treatment resistance and poor survival. Despite this critical role, hypoxia is underrepresented in molecular signatures...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173254/ https://www.ncbi.nlm.nih.gov/pubmed/34093582 http://dx.doi.org/10.3389/fimmu.2021.680435 |
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author | Abou Khouzam, Raefa Rao, Shyama Prasad Venkatesh, Goutham Hassan Zeinelabdin, Nagwa Ahmed Buart, Stephanie Meylan, Maxime Nimmakayalu, Manjunath Terry, Stéphane Chouaib, Salem |
author_facet | Abou Khouzam, Raefa Rao, Shyama Prasad Venkatesh, Goutham Hassan Zeinelabdin, Nagwa Ahmed Buart, Stephanie Meylan, Maxime Nimmakayalu, Manjunath Terry, Stéphane Chouaib, Salem |
author_sort | Abou Khouzam, Raefa |
collection | PubMed |
description | Intratumoral hypoxia is a widely established element of the pancreatic tumor microenvironment (TME) promoting immune escape, tumor invasion, and progression, while contributing to treatment resistance and poor survival. Despite this critical role, hypoxia is underrepresented in molecular signatures of pancreatic ductal adenocarcinoma (PDA) and concurrent investigations into the hypoxia-immune status are lacking. In this work a literature-based approach was applied to derive an eight-gene hypoxia signature that was validated in fourteen cancer cell lines and in a cohort of PDA. The eight-gene hypoxia signature was significantly associated with overall survival in two distinct PDA datasets and showed independent prognostic value in multivariate analysis. Comparative analysis of tumors according to their hypoxia score (high versus low) determined that tumors with high hypoxia were significantly less enriched in cytotoxic T-cells, and cytolytic activity. In addition, they had lower expression of cytokines and tumor inflammatory markers, pointing to the signature’s ability to discern an immune “cold”, hypoxic TME. Combining the signature with an immune metric highlighted a worse survival probability in patients with high hypoxia and low immune reactivity, indicating that this approach could further refine survival estimates. Hypoxia as determined by our signature, was significantly associated with certain immune checkpoint inhibitors (ICI) biomarkers, suggesting that the signature reflects an aspect of the TME that is worth pursuing in future clinical trials. This is the first work of its kind in PDA, and our findings on the hypoxia-immune tumor contexture are not only relevant for ICI but could also guide combinatorial hypoxia-mediated therapeutic strategies in this cancer type. |
format | Online Article Text |
id | pubmed-8173254 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81732542021-06-04 An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment Abou Khouzam, Raefa Rao, Shyama Prasad Venkatesh, Goutham Hassan Zeinelabdin, Nagwa Ahmed Buart, Stephanie Meylan, Maxime Nimmakayalu, Manjunath Terry, Stéphane Chouaib, Salem Front Immunol Immunology Intratumoral hypoxia is a widely established element of the pancreatic tumor microenvironment (TME) promoting immune escape, tumor invasion, and progression, while contributing to treatment resistance and poor survival. Despite this critical role, hypoxia is underrepresented in molecular signatures of pancreatic ductal adenocarcinoma (PDA) and concurrent investigations into the hypoxia-immune status are lacking. In this work a literature-based approach was applied to derive an eight-gene hypoxia signature that was validated in fourteen cancer cell lines and in a cohort of PDA. The eight-gene hypoxia signature was significantly associated with overall survival in two distinct PDA datasets and showed independent prognostic value in multivariate analysis. Comparative analysis of tumors according to their hypoxia score (high versus low) determined that tumors with high hypoxia were significantly less enriched in cytotoxic T-cells, and cytolytic activity. In addition, they had lower expression of cytokines and tumor inflammatory markers, pointing to the signature’s ability to discern an immune “cold”, hypoxic TME. Combining the signature with an immune metric highlighted a worse survival probability in patients with high hypoxia and low immune reactivity, indicating that this approach could further refine survival estimates. Hypoxia as determined by our signature, was significantly associated with certain immune checkpoint inhibitors (ICI) biomarkers, suggesting that the signature reflects an aspect of the TME that is worth pursuing in future clinical trials. This is the first work of its kind in PDA, and our findings on the hypoxia-immune tumor contexture are not only relevant for ICI but could also guide combinatorial hypoxia-mediated therapeutic strategies in this cancer type. Frontiers Media S.A. 2021-05-20 /pmc/articles/PMC8173254/ /pubmed/34093582 http://dx.doi.org/10.3389/fimmu.2021.680435 Text en Copyright © 2021 Abou Khouzam, Rao, Venkatesh, Zeinelabdin, Buart, Meylan, Nimmakayalu, Terry and Chouaib 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 Abou Khouzam, Raefa Rao, Shyama Prasad Venkatesh, Goutham Hassan Zeinelabdin, Nagwa Ahmed Buart, Stephanie Meylan, Maxime Nimmakayalu, Manjunath Terry, Stéphane Chouaib, Salem An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title | An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title_full | An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title_fullStr | An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title_full_unstemmed | An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title_short | An Eight-Gene Hypoxia Signature Predicts Survival in Pancreatic Cancer and Is Associated With an Immunosuppressed Tumor Microenvironment |
title_sort | eight-gene hypoxia signature predicts survival in pancreatic cancer and is associated with an immunosuppressed tumor microenvironment |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173254/ https://www.ncbi.nlm.nih.gov/pubmed/34093582 http://dx.doi.org/10.3389/fimmu.2021.680435 |
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