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Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing
Cancer-associated fibroblasts (CAFs) are a major constituent of the tumor microenvironment, although their origin and roles in shaping disease initiation, progression and treatment response remain unclear due to significant heterogeneity. Here, following a negative selection strategy combined with s...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6279758/ https://www.ncbi.nlm.nih.gov/pubmed/30514914 http://dx.doi.org/10.1038/s41467-018-07582-3 |
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author | Bartoschek, Michael Oskolkov, Nikolay Bocci, Matteo Lövrot, John Larsson, Christer Sommarin, Mikael Madsen, Chris D. Lindgren, David Pekar, Gyula Karlsson, Göran Ringnér, Markus Bergh, Jonas Björklund, Åsa Pietras, Kristian |
author_facet | Bartoschek, Michael Oskolkov, Nikolay Bocci, Matteo Lövrot, John Larsson, Christer Sommarin, Mikael Madsen, Chris D. Lindgren, David Pekar, Gyula Karlsson, Göran Ringnér, Markus Bergh, Jonas Björklund, Åsa Pietras, Kristian |
author_sort | Bartoschek, Michael |
collection | PubMed |
description | Cancer-associated fibroblasts (CAFs) are a major constituent of the tumor microenvironment, although their origin and roles in shaping disease initiation, progression and treatment response remain unclear due to significant heterogeneity. Here, following a negative selection strategy combined with single-cell RNA sequencing of 768 transcriptomes of mesenchymal cells from a genetically engineered mouse model of breast cancer, we define three distinct subpopulations of CAFs. Validation at the transcriptional and protein level in several experimental models of cancer and human tumors reveal spatial separation of the CAF subclasses attributable to different origins, including the peri-vascular niche, the mammary fat pad and the transformed epithelium. Gene profiles for each CAF subtype correlate to distinctive functional programs and hold independent prognostic capability in clinical cohorts by association to metastatic disease. In conclusion, the improved resolution of the widely defined CAF population opens the possibility for biomarker-driven development of drugs for precision targeting of CAFs. |
format | Online Article Text |
id | pubmed-6279758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62797582018-12-06 Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing Bartoschek, Michael Oskolkov, Nikolay Bocci, Matteo Lövrot, John Larsson, Christer Sommarin, Mikael Madsen, Chris D. Lindgren, David Pekar, Gyula Karlsson, Göran Ringnér, Markus Bergh, Jonas Björklund, Åsa Pietras, Kristian Nat Commun Article Cancer-associated fibroblasts (CAFs) are a major constituent of the tumor microenvironment, although their origin and roles in shaping disease initiation, progression and treatment response remain unclear due to significant heterogeneity. Here, following a negative selection strategy combined with single-cell RNA sequencing of 768 transcriptomes of mesenchymal cells from a genetically engineered mouse model of breast cancer, we define three distinct subpopulations of CAFs. Validation at the transcriptional and protein level in several experimental models of cancer and human tumors reveal spatial separation of the CAF subclasses attributable to different origins, including the peri-vascular niche, the mammary fat pad and the transformed epithelium. Gene profiles for each CAF subtype correlate to distinctive functional programs and hold independent prognostic capability in clinical cohorts by association to metastatic disease. In conclusion, the improved resolution of the widely defined CAF population opens the possibility for biomarker-driven development of drugs for precision targeting of CAFs. Nature Publishing Group UK 2018-12-04 /pmc/articles/PMC6279758/ /pubmed/30514914 http://dx.doi.org/10.1038/s41467-018-07582-3 Text en © The Author(s) 2018 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/. |
spellingShingle | Article Bartoschek, Michael Oskolkov, Nikolay Bocci, Matteo Lövrot, John Larsson, Christer Sommarin, Mikael Madsen, Chris D. Lindgren, David Pekar, Gyula Karlsson, Göran Ringnér, Markus Bergh, Jonas Björklund, Åsa Pietras, Kristian Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title | Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title_full | Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title_fullStr | Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title_full_unstemmed | Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title_short | Spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell RNA sequencing |
title_sort | spatially and functionally distinct subclasses of breast cancer-associated fibroblasts revealed by single cell rna sequencing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6279758/ https://www.ncbi.nlm.nih.gov/pubmed/30514914 http://dx.doi.org/10.1038/s41467-018-07582-3 |
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