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Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast
Since a detailed inventory of endothelial cell (EC) heterogeneity in breast cancer (BC) is lacking, here we perform single cell RNA-sequencing of 26,515 cells (including 8433 ECs) from 9 BC patients and compare them to published EC taxonomies from lung tumors. Angiogenic ECs are phenotypically simil...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9489707/ https://www.ncbi.nlm.nih.gov/pubmed/36127427 http://dx.doi.org/10.1038/s41467-022-33052-y |
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author | Geldhof, Vincent de Rooij, Laura P. M. H. Sokol, Liliana Amersfoort, Jacob De Schepper, Maxim Rohlenova, Katerina Hoste, Griet Vanderstichele, Adriaan Delsupehe, Anne-Marie Isnaldi, Edoardo Dai, Naima Taverna, Federico Khan, Shawez Truong, Anh-Co K. Teuwen, Laure-Anne Richard, François Treps, Lucas Smeets, Ann Nevelsteen, Ines Weynand, Birgit Vinckier, Stefan Schoonjans, Luc Kalucka, Joanna Desmedt, Christine Neven, Patrick Mazzone, Massimiliano Floris, Giuseppe Punie, Kevin Dewerchin, Mieke Eelen, Guy Wildiers, Hans Li, Xuri Luo, Yonglun Carmeliet, Peter |
author_facet | Geldhof, Vincent de Rooij, Laura P. M. H. Sokol, Liliana Amersfoort, Jacob De Schepper, Maxim Rohlenova, Katerina Hoste, Griet Vanderstichele, Adriaan Delsupehe, Anne-Marie Isnaldi, Edoardo Dai, Naima Taverna, Federico Khan, Shawez Truong, Anh-Co K. Teuwen, Laure-Anne Richard, François Treps, Lucas Smeets, Ann Nevelsteen, Ines Weynand, Birgit Vinckier, Stefan Schoonjans, Luc Kalucka, Joanna Desmedt, Christine Neven, Patrick Mazzone, Massimiliano Floris, Giuseppe Punie, Kevin Dewerchin, Mieke Eelen, Guy Wildiers, Hans Li, Xuri Luo, Yonglun Carmeliet, Peter |
author_sort | Geldhof, Vincent |
collection | PubMed |
description | Since a detailed inventory of endothelial cell (EC) heterogeneity in breast cancer (BC) is lacking, here we perform single cell RNA-sequencing of 26,515 cells (including 8433 ECs) from 9 BC patients and compare them to published EC taxonomies from lung tumors. Angiogenic ECs are phenotypically similar, while other EC subtypes are different. Predictive interactome analysis reveals known but also previously unreported receptor-ligand interactions between ECs and immune cells, suggesting an involvement of breast EC subtypes in immune responses. We also identify a capillary EC subtype (LIPEC (Lipid Processing EC)), which expresses genes involved in lipid processing that are regulated by PPAR-γ and is more abundant in peri-tumoral breast tissue. Retrospective analysis of 4648 BC patients reveals that treatment with metformin (an indirect PPAR-γ signaling activator) provides long-lasting clinical benefit and is positively associated with LIPEC abundance. Our findings warrant further exploration of this LIPEC/PPAR-γ link for BC treatment. |
format | Online Article Text |
id | pubmed-9489707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94897072022-09-22 Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast Geldhof, Vincent de Rooij, Laura P. M. H. Sokol, Liliana Amersfoort, Jacob De Schepper, Maxim Rohlenova, Katerina Hoste, Griet Vanderstichele, Adriaan Delsupehe, Anne-Marie Isnaldi, Edoardo Dai, Naima Taverna, Federico Khan, Shawez Truong, Anh-Co K. Teuwen, Laure-Anne Richard, François Treps, Lucas Smeets, Ann Nevelsteen, Ines Weynand, Birgit Vinckier, Stefan Schoonjans, Luc Kalucka, Joanna Desmedt, Christine Neven, Patrick Mazzone, Massimiliano Floris, Giuseppe Punie, Kevin Dewerchin, Mieke Eelen, Guy Wildiers, Hans Li, Xuri Luo, Yonglun Carmeliet, Peter Nat Commun Article Since a detailed inventory of endothelial cell (EC) heterogeneity in breast cancer (BC) is lacking, here we perform single cell RNA-sequencing of 26,515 cells (including 8433 ECs) from 9 BC patients and compare them to published EC taxonomies from lung tumors. Angiogenic ECs are phenotypically similar, while other EC subtypes are different. Predictive interactome analysis reveals known but also previously unreported receptor-ligand interactions between ECs and immune cells, suggesting an involvement of breast EC subtypes in immune responses. We also identify a capillary EC subtype (LIPEC (Lipid Processing EC)), which expresses genes involved in lipid processing that are regulated by PPAR-γ and is more abundant in peri-tumoral breast tissue. Retrospective analysis of 4648 BC patients reveals that treatment with metformin (an indirect PPAR-γ signaling activator) provides long-lasting clinical benefit and is positively associated with LIPEC abundance. Our findings warrant further exploration of this LIPEC/PPAR-γ link for BC treatment. Nature Publishing Group UK 2022-09-20 /pmc/articles/PMC9489707/ /pubmed/36127427 http://dx.doi.org/10.1038/s41467-022-33052-y Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Geldhof, Vincent de Rooij, Laura P. M. H. Sokol, Liliana Amersfoort, Jacob De Schepper, Maxim Rohlenova, Katerina Hoste, Griet Vanderstichele, Adriaan Delsupehe, Anne-Marie Isnaldi, Edoardo Dai, Naima Taverna, Federico Khan, Shawez Truong, Anh-Co K. Teuwen, Laure-Anne Richard, François Treps, Lucas Smeets, Ann Nevelsteen, Ines Weynand, Birgit Vinckier, Stefan Schoonjans, Luc Kalucka, Joanna Desmedt, Christine Neven, Patrick Mazzone, Massimiliano Floris, Giuseppe Punie, Kevin Dewerchin, Mieke Eelen, Guy Wildiers, Hans Li, Xuri Luo, Yonglun Carmeliet, Peter Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title | Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title_full | Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title_fullStr | Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title_full_unstemmed | Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title_short | Single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
title_sort | single cell atlas identifies lipid-processing and immunomodulatory endothelial cells in healthy and malignant breast |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9489707/ https://www.ncbi.nlm.nih.gov/pubmed/36127427 http://dx.doi.org/10.1038/s41467-022-33052-y |
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