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Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets
PURPOSE: Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). Thi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9660543/ https://www.ncbi.nlm.nih.gov/pubmed/36112544 http://dx.doi.org/10.1158/1078-0432.CCR-22-0275 |
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author | Kocher, Florian Puccini, Alberto Untergasser, Gerold Martowicz, Agnieszka Zimmer, Kai Pircher, Andreas Baca, Yasmine Xiu, Joanne Haybaeck, Johannes Tymoszuk, Piotr Goldberg, Richard M. Petrillo, Angelica Shields, Anthony F. Salem, Mohamed E. Marshall, John L. Hall, Michael Korn, W. Michael Nabhan, Chadi Battaglin, Francesca Lenz, Heinz-Josef Lou, Emil Choo, Su-Pin Toh, Chee-Keong Gasteiger, Silvia Pichler, Renate Wolf, Dominik Seeber, Andreas |
author_facet | Kocher, Florian Puccini, Alberto Untergasser, Gerold Martowicz, Agnieszka Zimmer, Kai Pircher, Andreas Baca, Yasmine Xiu, Joanne Haybaeck, Johannes Tymoszuk, Piotr Goldberg, Richard M. Petrillo, Angelica Shields, Anthony F. Salem, Mohamed E. Marshall, John L. Hall, Michael Korn, W. Michael Nabhan, Chadi Battaglin, Francesca Lenz, Heinz-Josef Lou, Emil Choo, Su-Pin Toh, Chee-Keong Gasteiger, Silvia Pichler, Renate Wolf, Dominik Seeber, Andreas |
author_sort | Kocher, Florian |
collection | PubMed |
description | PURPOSE: Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). This study provides a comprehensive molecular portrait of PDAC according to CXCR4 mRNA expression levels. EXPERIMENTAL DESIGN: The Cancer Genome Atlas database was used to explore molecular and immunologic features associated with CXCR4 mRNA expression in PDAC. A large real-word dataset (n = 3,647) served for validation and further exploratory analyses. Single-cell RNA analyses on a publicly available dataset and in-house multiplex immunofluorescence (mIF) experiments were performed to elaborate cellular localization of CXCR4. RESULTS: High CXCR4 mRNA expression (CXCR4(high)) was associated with increased infiltration of regulatory T cells, CD8(+) T cells, and macrophages, and upregulation of several immune-related genes, including immune checkpoint transcripts (e.g., TIGIT, CD274, PDCD1). Analysis of the validation cohort confirmed the CXCR4-dependent immunologic TME composition in PDAC irrespective of microsatellite instability–high/mismatch repair–deficient or tumor mutational burden. Single-cell RNA analysis and mIF revealed that CXCR4 was mainly expressed by macrophages and T-cell subsets. Clinical relevance of our finding is supported by an improved survival of CXCR4(high) PDAC. CONCLUSIONS: High intratumoral CXCR4 mRNA expression is linked to a T cell– and macrophage-rich PDAC phenotype with high expression of inhibitory immune checkpoints. Thus, our findings might serve as a rationale to investigate CXCR4 as a predictive biomarker in patients with PDAC undergoing immune checkpoint inhibition. |
format | Online Article Text |
id | pubmed-9660543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-96605432023-01-05 Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets Kocher, Florian Puccini, Alberto Untergasser, Gerold Martowicz, Agnieszka Zimmer, Kai Pircher, Andreas Baca, Yasmine Xiu, Joanne Haybaeck, Johannes Tymoszuk, Piotr Goldberg, Richard M. Petrillo, Angelica Shields, Anthony F. Salem, Mohamed E. Marshall, John L. Hall, Michael Korn, W. Michael Nabhan, Chadi Battaglin, Francesca Lenz, Heinz-Josef Lou, Emil Choo, Su-Pin Toh, Chee-Keong Gasteiger, Silvia Pichler, Renate Wolf, Dominik Seeber, Andreas Clin Cancer Res Translational Cancer Mechanisms and Therapy PURPOSE: Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). This study provides a comprehensive molecular portrait of PDAC according to CXCR4 mRNA expression levels. EXPERIMENTAL DESIGN: The Cancer Genome Atlas database was used to explore molecular and immunologic features associated with CXCR4 mRNA expression in PDAC. A large real-word dataset (n = 3,647) served for validation and further exploratory analyses. Single-cell RNA analyses on a publicly available dataset and in-house multiplex immunofluorescence (mIF) experiments were performed to elaborate cellular localization of CXCR4. RESULTS: High CXCR4 mRNA expression (CXCR4(high)) was associated with increased infiltration of regulatory T cells, CD8(+) T cells, and macrophages, and upregulation of several immune-related genes, including immune checkpoint transcripts (e.g., TIGIT, CD274, PDCD1). Analysis of the validation cohort confirmed the CXCR4-dependent immunologic TME composition in PDAC irrespective of microsatellite instability–high/mismatch repair–deficient or tumor mutational burden. Single-cell RNA analysis and mIF revealed that CXCR4 was mainly expressed by macrophages and T-cell subsets. Clinical relevance of our finding is supported by an improved survival of CXCR4(high) PDAC. CONCLUSIONS: High intratumoral CXCR4 mRNA expression is linked to a T cell– and macrophage-rich PDAC phenotype with high expression of inhibitory immune checkpoints. Thus, our findings might serve as a rationale to investigate CXCR4 as a predictive biomarker in patients with PDAC undergoing immune checkpoint inhibition. American Association for Cancer Research 2022-11-14 2022-09-16 /pmc/articles/PMC9660543/ /pubmed/36112544 http://dx.doi.org/10.1158/1078-0432.CCR-22-0275 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Translational Cancer Mechanisms and Therapy Kocher, Florian Puccini, Alberto Untergasser, Gerold Martowicz, Agnieszka Zimmer, Kai Pircher, Andreas Baca, Yasmine Xiu, Joanne Haybaeck, Johannes Tymoszuk, Piotr Goldberg, Richard M. Petrillo, Angelica Shields, Anthony F. Salem, Mohamed E. Marshall, John L. Hall, Michael Korn, W. Michael Nabhan, Chadi Battaglin, Francesca Lenz, Heinz-Josef Lou, Emil Choo, Su-Pin Toh, Chee-Keong Gasteiger, Silvia Pichler, Renate Wolf, Dominik Seeber, Andreas Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title | Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title_full | Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title_fullStr | Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title_full_unstemmed | Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title_short | Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets |
title_sort | multi-omic characterization of pancreatic ductal adenocarcinoma relates cxcr4 mrna expression levels to potential clinical targets |
topic | Translational Cancer Mechanisms and Therapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9660543/ https://www.ncbi.nlm.nih.gov/pubmed/36112544 http://dx.doi.org/10.1158/1078-0432.CCR-22-0275 |
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