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Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing
Tissue clearing is one of the most powerful strategies for a comprehensive analysis of disease progression. Here, we established an integrated pipeline that combines tissue clearing, 3D imaging, and machine learning and applied to a mouse tumour model of experimental lung metastasis using human lung...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935961/ https://www.ncbi.nlm.nih.gov/pubmed/33674758 http://dx.doi.org/10.1038/s42003-021-01786-y |
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author | Kubota, Shimpei I. Takahashi, Kei Mano, Tomoyuki Matsumoto, Katsuhiko Katsumata, Takahiro Shi, Shoi Tainaka, Kazuki Ueda, Hiroki R. Ehata, Shogo Miyazono, Kohei |
author_facet | Kubota, Shimpei I. Takahashi, Kei Mano, Tomoyuki Matsumoto, Katsuhiko Katsumata, Takahiro Shi, Shoi Tainaka, Kazuki Ueda, Hiroki R. Ehata, Shogo Miyazono, Kohei |
author_sort | Kubota, Shimpei I. |
collection | PubMed |
description | Tissue clearing is one of the most powerful strategies for a comprehensive analysis of disease progression. Here, we established an integrated pipeline that combines tissue clearing, 3D imaging, and machine learning and applied to a mouse tumour model of experimental lung metastasis using human lung adenocarcinoma A549 cells. This pipeline provided the spatial information of the tumour microenvironment. We further explored the role of transforming growth factor-β (TGF-β) in cancer metastasis. TGF-β-stimulated cancer cells enhanced metastatic colonization of unstimulated-cancer cells in vivo when both cells were mixed. RNA-sequencing analysis showed that expression of the genes related to coagulation and inflammation were up-regulated in TGF-β-stimulated cancer cells. Further, whole-organ analysis revealed accumulation of platelets or macrophages with TGF-β-stimulated cancer cells, suggesting that TGF-β might promote remodelling of the tumour microenvironment, enhancing the colonization of cancer cells. Hence, our integrated pipeline for 3D profiling will help the understanding of the tumour microenvironment. |
format | Online Article Text |
id | pubmed-7935961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79359612021-03-19 Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing Kubota, Shimpei I. Takahashi, Kei Mano, Tomoyuki Matsumoto, Katsuhiko Katsumata, Takahiro Shi, Shoi Tainaka, Kazuki Ueda, Hiroki R. Ehata, Shogo Miyazono, Kohei Commun Biol Article Tissue clearing is one of the most powerful strategies for a comprehensive analysis of disease progression. Here, we established an integrated pipeline that combines tissue clearing, 3D imaging, and machine learning and applied to a mouse tumour model of experimental lung metastasis using human lung adenocarcinoma A549 cells. This pipeline provided the spatial information of the tumour microenvironment. We further explored the role of transforming growth factor-β (TGF-β) in cancer metastasis. TGF-β-stimulated cancer cells enhanced metastatic colonization of unstimulated-cancer cells in vivo when both cells were mixed. RNA-sequencing analysis showed that expression of the genes related to coagulation and inflammation were up-regulated in TGF-β-stimulated cancer cells. Further, whole-organ analysis revealed accumulation of platelets or macrophages with TGF-β-stimulated cancer cells, suggesting that TGF-β might promote remodelling of the tumour microenvironment, enhancing the colonization of cancer cells. Hence, our integrated pipeline for 3D profiling will help the understanding of the tumour microenvironment. Nature Publishing Group UK 2021-03-05 /pmc/articles/PMC7935961/ /pubmed/33674758 http://dx.doi.org/10.1038/s42003-021-01786-y Text en © The Author(s) 2021 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 Kubota, Shimpei I. Takahashi, Kei Mano, Tomoyuki Matsumoto, Katsuhiko Katsumata, Takahiro Shi, Shoi Tainaka, Kazuki Ueda, Hiroki R. Ehata, Shogo Miyazono, Kohei Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title | Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title_full | Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title_fullStr | Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title_full_unstemmed | Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title_short | Whole-organ analysis of TGF-β-mediated remodelling of the tumour microenvironment by tissue clearing |
title_sort | whole-organ analysis of tgf-β-mediated remodelling of the tumour microenvironment by tissue clearing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935961/ https://www.ncbi.nlm.nih.gov/pubmed/33674758 http://dx.doi.org/10.1038/s42003-021-01786-y |
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