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Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma
BACKGROUND: Malignant pleural mesothelioma (MPM) is a heterogeneous cancer. Better knowledge of molecular and cellular intra-tumor heterogeneity throughout the thoracic cavity is required to develop efficient therapies. This study focuses on molecular intra-tumor heterogeneity using the largest seri...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281651/ https://www.ncbi.nlm.nih.gov/pubmed/34261524 http://dx.doi.org/10.1186/s13073-021-00931-w |
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author | Meiller, Clément Montagne, François Hirsch, Theo Z. Caruso, Stefano de Wolf, Julien Bayard, Quentin Assié, Jean-Baptiste Meunier, Léa Blum, Yuna Quetel, Lisa Gibault, Laure Pintilie, Ecaterina Badoual, Cécile Humez, Sarah Galateau-Sallé, Françoise Copin, Marie-Christine Letouzé, Eric Scherpereel, Arnaud Zucman-Rossi, Jessica Le Pimpec-Barthes, Françoise Jaurand, Marie-Claude Jean, Didier |
author_facet | Meiller, Clément Montagne, François Hirsch, Theo Z. Caruso, Stefano de Wolf, Julien Bayard, Quentin Assié, Jean-Baptiste Meunier, Léa Blum, Yuna Quetel, Lisa Gibault, Laure Pintilie, Ecaterina Badoual, Cécile Humez, Sarah Galateau-Sallé, Françoise Copin, Marie-Christine Letouzé, Eric Scherpereel, Arnaud Zucman-Rossi, Jessica Le Pimpec-Barthes, Françoise Jaurand, Marie-Claude Jean, Didier |
author_sort | Meiller, Clément |
collection | PubMed |
description | BACKGROUND: Malignant pleural mesothelioma (MPM) is a heterogeneous cancer. Better knowledge of molecular and cellular intra-tumor heterogeneity throughout the thoracic cavity is required to develop efficient therapies. This study focuses on molecular intra-tumor heterogeneity using the largest series to date in MPM and is the first to report on the multi-omics profiling of a substantial series of multi-site tumor samples. METHODS: Intra-tumor heterogeneity was investigated in 16 patients from whom biopsies were taken at distinct anatomical sites. The paired biopsies collected from apex, side wall, costo-diaphragmatic, or highest metabolic sites as well as 5 derived cell lines were screened using targeted sequencing. Whole exome sequencing, RNA sequencing, and DNA methylation were performed on a subset of the cohort for deep characterization. Molecular classification, recently defined histo-molecular gradients, and cell populations of the tumor microenvironment were assessed. RESULTS: Sequencing analysis identified heterogeneous variants notably in NF2, a key tumor suppressor gene of mesothelial carcinogenesis. Subclonal tumor populations were shared among paired biopsies, suggesting a polyclonal dissemination of the tumor. Transcriptome analysis highlighted dysregulation of cell adhesion and extracellular matrix pathways, linked to changes in histo-molecular gradient proportions between anatomic sites. Methylome analysis revealed the contribution of epigenetic mechanisms in two patients. Finally, significant changes in the expression of immune mediators and genes related to immunological synapse, as well as differential infiltration of immune populations in the tumor environment, were observed and led to a switch from a hot to a cold immune profile in three patients. CONCLUSIONS: This comprehensive analysis reveals patient-dependent spatial intra-tumor heterogeneity at the genetic, transcriptomic, and epigenetic levels and in the immune landscape of the tumor microenvironment. Results support the need for multi-sampling for the implementation of molecular-based precision medicine. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00931-w. |
format | Online Article Text |
id | pubmed-8281651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82816512021-07-16 Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma Meiller, Clément Montagne, François Hirsch, Theo Z. Caruso, Stefano de Wolf, Julien Bayard, Quentin Assié, Jean-Baptiste Meunier, Léa Blum, Yuna Quetel, Lisa Gibault, Laure Pintilie, Ecaterina Badoual, Cécile Humez, Sarah Galateau-Sallé, Françoise Copin, Marie-Christine Letouzé, Eric Scherpereel, Arnaud Zucman-Rossi, Jessica Le Pimpec-Barthes, Françoise Jaurand, Marie-Claude Jean, Didier Genome Med Research BACKGROUND: Malignant pleural mesothelioma (MPM) is a heterogeneous cancer. Better knowledge of molecular and cellular intra-tumor heterogeneity throughout the thoracic cavity is required to develop efficient therapies. This study focuses on molecular intra-tumor heterogeneity using the largest series to date in MPM and is the first to report on the multi-omics profiling of a substantial series of multi-site tumor samples. METHODS: Intra-tumor heterogeneity was investigated in 16 patients from whom biopsies were taken at distinct anatomical sites. The paired biopsies collected from apex, side wall, costo-diaphragmatic, or highest metabolic sites as well as 5 derived cell lines were screened using targeted sequencing. Whole exome sequencing, RNA sequencing, and DNA methylation were performed on a subset of the cohort for deep characterization. Molecular classification, recently defined histo-molecular gradients, and cell populations of the tumor microenvironment were assessed. RESULTS: Sequencing analysis identified heterogeneous variants notably in NF2, a key tumor suppressor gene of mesothelial carcinogenesis. Subclonal tumor populations were shared among paired biopsies, suggesting a polyclonal dissemination of the tumor. Transcriptome analysis highlighted dysregulation of cell adhesion and extracellular matrix pathways, linked to changes in histo-molecular gradient proportions between anatomic sites. Methylome analysis revealed the contribution of epigenetic mechanisms in two patients. Finally, significant changes in the expression of immune mediators and genes related to immunological synapse, as well as differential infiltration of immune populations in the tumor environment, were observed and led to a switch from a hot to a cold immune profile in three patients. CONCLUSIONS: This comprehensive analysis reveals patient-dependent spatial intra-tumor heterogeneity at the genetic, transcriptomic, and epigenetic levels and in the immune landscape of the tumor microenvironment. Results support the need for multi-sampling for the implementation of molecular-based precision medicine. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00931-w. BioMed Central 2021-07-14 /pmc/articles/PMC8281651/ /pubmed/34261524 http://dx.doi.org/10.1186/s13073-021-00931-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Meiller, Clément Montagne, François Hirsch, Theo Z. Caruso, Stefano de Wolf, Julien Bayard, Quentin Assié, Jean-Baptiste Meunier, Léa Blum, Yuna Quetel, Lisa Gibault, Laure Pintilie, Ecaterina Badoual, Cécile Humez, Sarah Galateau-Sallé, Françoise Copin, Marie-Christine Letouzé, Eric Scherpereel, Arnaud Zucman-Rossi, Jessica Le Pimpec-Barthes, Françoise Jaurand, Marie-Claude Jean, Didier Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title | Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title_full | Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title_fullStr | Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title_full_unstemmed | Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title_short | Multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
title_sort | multi-site tumor sampling highlights molecular intra-tumor heterogeneity in malignant pleural mesothelioma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281651/ https://www.ncbi.nlm.nih.gov/pubmed/34261524 http://dx.doi.org/10.1186/s13073-021-00931-w |
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