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Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer
The epithelial to mesenchymal transition (EMT) is a key cellular process underlying cancer progression, with multiple intermediate states whose molecular hallmarks remain poorly characterised. To fill this gap, we present a method to robustly evaluate EMT transformation in individual tumours based o...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922305/ https://www.ncbi.nlm.nih.gov/pubmed/36774358 http://dx.doi.org/10.1038/s41467-023-36439-7 |
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author | Malagoli Tagliazucchi, Guidantonio Wiecek, Anna J. Withnell, Eloise Secrier, Maria |
author_facet | Malagoli Tagliazucchi, Guidantonio Wiecek, Anna J. Withnell, Eloise Secrier, Maria |
author_sort | Malagoli Tagliazucchi, Guidantonio |
collection | PubMed |
description | The epithelial to mesenchymal transition (EMT) is a key cellular process underlying cancer progression, with multiple intermediate states whose molecular hallmarks remain poorly characterised. To fill this gap, we present a method to robustly evaluate EMT transformation in individual tumours based on transcriptomic signals. We apply this approach to explore EMT trajectories in 7180 tumours of epithelial origin and identify three macro-states with prognostic and therapeutic value, attributable to epithelial, hybrid E/M and mesenchymal phenotypes. We show that the hybrid state is relatively stable and linked with increased aneuploidy. We further employ spatial transcriptomics and single cell datasets to explore the spatial heterogeneity of EMT transformation and distinct interaction patterns with cytotoxic, NK cells and fibroblasts in the tumour microenvironment. Additionally, we provide a catalogue of genomic events underlying distinct evolutionary constraints on EMT transformation. This study sheds light on the aetiology of distinct stages along the EMT trajectory, and highlights broader genomic and environmental hallmarks shaping the mesenchymal transformation of primary tumours. |
format | Online Article Text |
id | pubmed-9922305 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99223052023-02-13 Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer Malagoli Tagliazucchi, Guidantonio Wiecek, Anna J. Withnell, Eloise Secrier, Maria Nat Commun Article The epithelial to mesenchymal transition (EMT) is a key cellular process underlying cancer progression, with multiple intermediate states whose molecular hallmarks remain poorly characterised. To fill this gap, we present a method to robustly evaluate EMT transformation in individual tumours based on transcriptomic signals. We apply this approach to explore EMT trajectories in 7180 tumours of epithelial origin and identify three macro-states with prognostic and therapeutic value, attributable to epithelial, hybrid E/M and mesenchymal phenotypes. We show that the hybrid state is relatively stable and linked with increased aneuploidy. We further employ spatial transcriptomics and single cell datasets to explore the spatial heterogeneity of EMT transformation and distinct interaction patterns with cytotoxic, NK cells and fibroblasts in the tumour microenvironment. Additionally, we provide a catalogue of genomic events underlying distinct evolutionary constraints on EMT transformation. This study sheds light on the aetiology of distinct stages along the EMT trajectory, and highlights broader genomic and environmental hallmarks shaping the mesenchymal transformation of primary tumours. Nature Publishing Group UK 2023-02-11 /pmc/articles/PMC9922305/ /pubmed/36774358 http://dx.doi.org/10.1038/s41467-023-36439-7 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 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 Malagoli Tagliazucchi, Guidantonio Wiecek, Anna J. Withnell, Eloise Secrier, Maria Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title | Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title_full | Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title_fullStr | Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title_full_unstemmed | Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title_short | Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
title_sort | genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9922305/ https://www.ncbi.nlm.nih.gov/pubmed/36774358 http://dx.doi.org/10.1038/s41467-023-36439-7 |
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