Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Malagoli Tagliazucchi, Guidantonio, Wiecek, Anna J., Withnell, Eloise, Secrier, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
_version_ 1784887516239757312
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
work_keys_str_mv AT malagolitagliazucchiguidantonio genomicandmicroenvironmentalheterogeneityshapingepithelialtomesenchymaltrajectoriesincancer
AT wiecekannaj genomicandmicroenvironmentalheterogeneityshapingepithelialtomesenchymaltrajectoriesincancer
AT withnelleloise genomicandmicroenvironmentalheterogeneityshapingepithelialtomesenchymaltrajectoriesincancer
AT secriermaria genomicandmicroenvironmentalheterogeneityshapingepithelialtomesenchymaltrajectoriesincancer