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Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker

BACKGROUND: Macrophages are the most common infiltrating immune cells in gliomas and play a wide variety of pro-tumor and anti-tumor roles. However, the different subpopulations of macrophages and their effects on the tumor microenvironment remain poorly understood. METHODS: We combined new and prev...

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Autores principales: Chen, Andrew X., Gartrell, Robyn D., Zhao, Junfei, Upadhyayula, Pavan S., Zhao, Wenting, Yuan, Jinzhou, Minns, Hanna E., Dovas, Athanassios, Bruce, Jeffrey N., Lasorella, Anna, Iavarone, Antonio, Canoll, Peter, Sims, Peter A., Rabadan, Raul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136167/
https://www.ncbi.nlm.nih.gov/pubmed/34011400
http://dx.doi.org/10.1186/s13073-021-00906-x
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author Chen, Andrew X.
Gartrell, Robyn D.
Zhao, Junfei
Upadhyayula, Pavan S.
Zhao, Wenting
Yuan, Jinzhou
Minns, Hanna E.
Dovas, Athanassios
Bruce, Jeffrey N.
Lasorella, Anna
Iavarone, Antonio
Canoll, Peter
Sims, Peter A.
Rabadan, Raul
author_facet Chen, Andrew X.
Gartrell, Robyn D.
Zhao, Junfei
Upadhyayula, Pavan S.
Zhao, Wenting
Yuan, Jinzhou
Minns, Hanna E.
Dovas, Athanassios
Bruce, Jeffrey N.
Lasorella, Anna
Iavarone, Antonio
Canoll, Peter
Sims, Peter A.
Rabadan, Raul
author_sort Chen, Andrew X.
collection PubMed
description BACKGROUND: Macrophages are the most common infiltrating immune cells in gliomas and play a wide variety of pro-tumor and anti-tumor roles. However, the different subpopulations of macrophages and their effects on the tumor microenvironment remain poorly understood. METHODS: We combined new and previously published single-cell RNA-seq data from 98,015 single cells from a total of 66 gliomas to profile 19,331 individual macrophages. RESULTS: Unsupervised clustering revealed a pro-tumor subpopulation of bone marrow-derived macrophages characterized by the scavenger receptor MARCO, which is almost exclusively found in IDH1-wild-type glioblastomas. Previous studies have implicated MARCO as an unfavorable marker in melanoma and non-small cell lung cancer; here, we find that bulk MARCO expression is associated with worse prognosis and mesenchymal subtype. Furthermore, MARCO expression is significantly altered over the course of treatment with anti-PD1 checkpoint inhibitors in a response-dependent manner, which we validate with immunofluorescence imaging. CONCLUSIONS: These findings illustrate a novel macrophage subpopulation that drives tumor progression in glioblastomas and suggest potential therapeutic targets to prevent their recruitment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00906-x.
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spelling pubmed-81361672021-05-21 Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker Chen, Andrew X. Gartrell, Robyn D. Zhao, Junfei Upadhyayula, Pavan S. Zhao, Wenting Yuan, Jinzhou Minns, Hanna E. Dovas, Athanassios Bruce, Jeffrey N. Lasorella, Anna Iavarone, Antonio Canoll, Peter Sims, Peter A. Rabadan, Raul Genome Med Research BACKGROUND: Macrophages are the most common infiltrating immune cells in gliomas and play a wide variety of pro-tumor and anti-tumor roles. However, the different subpopulations of macrophages and their effects on the tumor microenvironment remain poorly understood. METHODS: We combined new and previously published single-cell RNA-seq data from 98,015 single cells from a total of 66 gliomas to profile 19,331 individual macrophages. RESULTS: Unsupervised clustering revealed a pro-tumor subpopulation of bone marrow-derived macrophages characterized by the scavenger receptor MARCO, which is almost exclusively found in IDH1-wild-type glioblastomas. Previous studies have implicated MARCO as an unfavorable marker in melanoma and non-small cell lung cancer; here, we find that bulk MARCO expression is associated with worse prognosis and mesenchymal subtype. Furthermore, MARCO expression is significantly altered over the course of treatment with anti-PD1 checkpoint inhibitors in a response-dependent manner, which we validate with immunofluorescence imaging. CONCLUSIONS: These findings illustrate a novel macrophage subpopulation that drives tumor progression in glioblastomas and suggest potential therapeutic targets to prevent their recruitment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00906-x. BioMed Central 2021-05-19 /pmc/articles/PMC8136167/ /pubmed/34011400 http://dx.doi.org/10.1186/s13073-021-00906-x Text en © The Author(s) 2021 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chen, Andrew X.
Gartrell, Robyn D.
Zhao, Junfei
Upadhyayula, Pavan S.
Zhao, Wenting
Yuan, Jinzhou
Minns, Hanna E.
Dovas, Athanassios
Bruce, Jeffrey N.
Lasorella, Anna
Iavarone, Antonio
Canoll, Peter
Sims, Peter A.
Rabadan, Raul
Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title_full Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title_fullStr Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title_full_unstemmed Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title_short Single-cell characterization of macrophages in glioblastoma reveals MARCO as a mesenchymal pro-tumor marker
title_sort single-cell characterization of macrophages in glioblastoma reveals marco as a mesenchymal pro-tumor marker
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136167/
https://www.ncbi.nlm.nih.gov/pubmed/34011400
http://dx.doi.org/10.1186/s13073-021-00906-x
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