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Single-cell spatial immune landscapes of primary and metastatic brain tumours

Single-cell technologies have enabled the characterization of the tumour microenvironment at unprecedented depth and have revealed vast cellular diversity among tumour cells and their niche. Anti-tumour immunity relies on cell–cell relationships within the tumour microenvironment(1,2), yet many sing...

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Autores principales: Karimi, Elham, Yu, Miranda W., Maritan, Sarah M., Perus, Lucas J. M., Rezanejad, Morteza, Sorin, Mark, Dankner, Matthew, Fallah, Parvaneh, Doré, Samuel, Zuo, Dongmei, Fiset, Benoit, Kloosterman, Daan J., Ramsay, LeeAnn, Wei, Yuhong, Lam, Stephanie, Alsajjan, Roa, Watson, Ian R., Roldan Urgoiti, Gloria, Park, Morag, Brandsma, Dieta, Senger, Donna L., Chan, Jennifer A., Akkari, Leila, Petrecca, Kevin, Guiot, Marie-Christine, Siegel, Peter M., Quail, Daniela F., Walsh, Logan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931580/
https://www.ncbi.nlm.nih.gov/pubmed/36725935
http://dx.doi.org/10.1038/s41586-022-05680-3
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author Karimi, Elham
Yu, Miranda W.
Maritan, Sarah M.
Perus, Lucas J. M.
Rezanejad, Morteza
Sorin, Mark
Dankner, Matthew
Fallah, Parvaneh
Doré, Samuel
Zuo, Dongmei
Fiset, Benoit
Kloosterman, Daan J.
Ramsay, LeeAnn
Wei, Yuhong
Lam, Stephanie
Alsajjan, Roa
Watson, Ian R.
Roldan Urgoiti, Gloria
Park, Morag
Brandsma, Dieta
Senger, Donna L.
Chan, Jennifer A.
Akkari, Leila
Petrecca, Kevin
Guiot, Marie-Christine
Siegel, Peter M.
Quail, Daniela F.
Walsh, Logan A.
author_facet Karimi, Elham
Yu, Miranda W.
Maritan, Sarah M.
Perus, Lucas J. M.
Rezanejad, Morteza
Sorin, Mark
Dankner, Matthew
Fallah, Parvaneh
Doré, Samuel
Zuo, Dongmei
Fiset, Benoit
Kloosterman, Daan J.
Ramsay, LeeAnn
Wei, Yuhong
Lam, Stephanie
Alsajjan, Roa
Watson, Ian R.
Roldan Urgoiti, Gloria
Park, Morag
Brandsma, Dieta
Senger, Donna L.
Chan, Jennifer A.
Akkari, Leila
Petrecca, Kevin
Guiot, Marie-Christine
Siegel, Peter M.
Quail, Daniela F.
Walsh, Logan A.
author_sort Karimi, Elham
collection PubMed
description Single-cell technologies have enabled the characterization of the tumour microenvironment at unprecedented depth and have revealed vast cellular diversity among tumour cells and their niche. Anti-tumour immunity relies on cell–cell relationships within the tumour microenvironment(1,2), yet many single-cell studies lack spatial context and rely on dissociated tissues(3). Here we applied imaging mass cytometry to characterize the immunological landscape of 139 high-grade glioma and 46 brain metastasis tumours from patients. Single-cell analysis of more than 1.1 million cells across 389 high-dimensional histopathology images enabled the spatial resolution of immune lineages and activation states, revealing differences in immune landscapes between primary tumours and brain metastases from diverse solid cancers. These analyses revealed cellular neighbourhoods associated with survival in patients with glioblastoma, which we leveraged to identify a unique population of myeloperoxidase (MPO)-positive macrophages associated with long-term survival. Our findings provide insight into the biology of primary and metastatic brain tumours, reinforcing the value of integrating spatial resolution to single-cell datasets to dissect the microenvironmental contexture of cancer.
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spelling pubmed-99315802023-02-17 Single-cell spatial immune landscapes of primary and metastatic brain tumours Karimi, Elham Yu, Miranda W. Maritan, Sarah M. Perus, Lucas J. M. Rezanejad, Morteza Sorin, Mark Dankner, Matthew Fallah, Parvaneh Doré, Samuel Zuo, Dongmei Fiset, Benoit Kloosterman, Daan J. Ramsay, LeeAnn Wei, Yuhong Lam, Stephanie Alsajjan, Roa Watson, Ian R. Roldan Urgoiti, Gloria Park, Morag Brandsma, Dieta Senger, Donna L. Chan, Jennifer A. Akkari, Leila Petrecca, Kevin Guiot, Marie-Christine Siegel, Peter M. Quail, Daniela F. Walsh, Logan A. Nature Article Single-cell technologies have enabled the characterization of the tumour microenvironment at unprecedented depth and have revealed vast cellular diversity among tumour cells and their niche. Anti-tumour immunity relies on cell–cell relationships within the tumour microenvironment(1,2), yet many single-cell studies lack spatial context and rely on dissociated tissues(3). Here we applied imaging mass cytometry to characterize the immunological landscape of 139 high-grade glioma and 46 brain metastasis tumours from patients. Single-cell analysis of more than 1.1 million cells across 389 high-dimensional histopathology images enabled the spatial resolution of immune lineages and activation states, revealing differences in immune landscapes between primary tumours and brain metastases from diverse solid cancers. These analyses revealed cellular neighbourhoods associated with survival in patients with glioblastoma, which we leveraged to identify a unique population of myeloperoxidase (MPO)-positive macrophages associated with long-term survival. Our findings provide insight into the biology of primary and metastatic brain tumours, reinforcing the value of integrating spatial resolution to single-cell datasets to dissect the microenvironmental contexture of cancer. Nature Publishing Group UK 2023-02-01 2023 /pmc/articles/PMC9931580/ /pubmed/36725935 http://dx.doi.org/10.1038/s41586-022-05680-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Karimi, Elham
Yu, Miranda W.
Maritan, Sarah M.
Perus, Lucas J. M.
Rezanejad, Morteza
Sorin, Mark
Dankner, Matthew
Fallah, Parvaneh
Doré, Samuel
Zuo, Dongmei
Fiset, Benoit
Kloosterman, Daan J.
Ramsay, LeeAnn
Wei, Yuhong
Lam, Stephanie
Alsajjan, Roa
Watson, Ian R.
Roldan Urgoiti, Gloria
Park, Morag
Brandsma, Dieta
Senger, Donna L.
Chan, Jennifer A.
Akkari, Leila
Petrecca, Kevin
Guiot, Marie-Christine
Siegel, Peter M.
Quail, Daniela F.
Walsh, Logan A.
Single-cell spatial immune landscapes of primary and metastatic brain tumours
title Single-cell spatial immune landscapes of primary and metastatic brain tumours
title_full Single-cell spatial immune landscapes of primary and metastatic brain tumours
title_fullStr Single-cell spatial immune landscapes of primary and metastatic brain tumours
title_full_unstemmed Single-cell spatial immune landscapes of primary and metastatic brain tumours
title_short Single-cell spatial immune landscapes of primary and metastatic brain tumours
title_sort single-cell spatial immune landscapes of primary and metastatic brain tumours
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931580/
https://www.ncbi.nlm.nih.gov/pubmed/36725935
http://dx.doi.org/10.1038/s41586-022-05680-3
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