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An integrated tumor, immune and microbiome atlas of colon cancer
The lack of multi-omics cancer datasets with extensive follow-up information hinders the identification of accurate biomarkers of clinical outcome. In this cohort study, we performed comprehensive genomic analyses on fresh-frozen samples from 348 patients affected by primary colon cancer, encompassi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202816/ https://www.ncbi.nlm.nih.gov/pubmed/37202560 http://dx.doi.org/10.1038/s41591-023-02324-5 |
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author | Roelands, Jessica Kuppen, Peter J. K. Ahmed, Eiman I. Mall, Raghvendra Masoodi, Tariq Singh, Parul Monaco, Gianni Raynaud, Christophe de Miranda, Noel F.C.C. Ferraro, Luigi Carneiro-Lobo, Tatiana C. Syed, Najeeb Rawat, Arun Awad, Amany Decock, Julie Mifsud, William Miller, Lance D. Sherif, Shimaa Mohamed, Mahmoud G. Rinchai, Darawan Van den Eynde, Marc Sayaman, Rosalyn W. Ziv, Elad Bertucci, Francois Petkar, Mahir Abdulla Lorenz, Stephan Mathew, Lisa Sara Wang, Kun Murugesan, Selvasankar Chaussabel, Damien Vahrmeijer, Alexander L. Wang, Ena Ceccarelli, Anna Fakhro, Khalid A. Zoppoli, Gabriele Ballestrero, Alberto Tollenaar, Rob A.E.M. Marincola, Francesco M. Galon, Jérôme Khodor, Souhaila Al Ceccarelli, Michele Hendrickx, Wouter Bedognetti, Davide |
author_facet | Roelands, Jessica Kuppen, Peter J. K. Ahmed, Eiman I. Mall, Raghvendra Masoodi, Tariq Singh, Parul Monaco, Gianni Raynaud, Christophe de Miranda, Noel F.C.C. Ferraro, Luigi Carneiro-Lobo, Tatiana C. Syed, Najeeb Rawat, Arun Awad, Amany Decock, Julie Mifsud, William Miller, Lance D. Sherif, Shimaa Mohamed, Mahmoud G. Rinchai, Darawan Van den Eynde, Marc Sayaman, Rosalyn W. Ziv, Elad Bertucci, Francois Petkar, Mahir Abdulla Lorenz, Stephan Mathew, Lisa Sara Wang, Kun Murugesan, Selvasankar Chaussabel, Damien Vahrmeijer, Alexander L. Wang, Ena Ceccarelli, Anna Fakhro, Khalid A. Zoppoli, Gabriele Ballestrero, Alberto Tollenaar, Rob A.E.M. Marincola, Francesco M. Galon, Jérôme Khodor, Souhaila Al Ceccarelli, Michele Hendrickx, Wouter Bedognetti, Davide |
author_sort | Roelands, Jessica |
collection | PubMed |
description | The lack of multi-omics cancer datasets with extensive follow-up information hinders the identification of accurate biomarkers of clinical outcome. In this cohort study, we performed comprehensive genomic analyses on fresh-frozen samples from 348 patients affected by primary colon cancer, encompassing RNA, whole-exome, deep T cell receptor and 16S bacterial rRNA gene sequencing on tumor and matched healthy colon tissue, complemented with tumor whole-genome sequencing for further microbiome characterization. A type 1 helper T cell, cytotoxic, gene expression signature, called Immunologic Constant of Rejection, captured the presence of clonally expanded, tumor-enriched T cell clones and outperformed conventional prognostic molecular biomarkers, such as the consensus molecular subtype and the microsatellite instability classifications. Quantification of genetic immunoediting, defined as a lower number of neoantigens than expected, further refined its prognostic value. We identified a microbiome signature, driven by Ruminococcus bromii, associated with a favorable outcome. By combining microbiome signature and Immunologic Constant of Rejection, we developed and validated a composite score (mICRoScore), which identifies a group of patients with excellent survival probability. The publicly available multi-omics dataset provides a resource for better understanding colon cancer biology that could facilitate the discovery of personalized therapeutic approaches. |
format | Online Article Text |
id | pubmed-10202816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-102028162023-05-24 An integrated tumor, immune and microbiome atlas of colon cancer Roelands, Jessica Kuppen, Peter J. K. Ahmed, Eiman I. Mall, Raghvendra Masoodi, Tariq Singh, Parul Monaco, Gianni Raynaud, Christophe de Miranda, Noel F.C.C. Ferraro, Luigi Carneiro-Lobo, Tatiana C. Syed, Najeeb Rawat, Arun Awad, Amany Decock, Julie Mifsud, William Miller, Lance D. Sherif, Shimaa Mohamed, Mahmoud G. Rinchai, Darawan Van den Eynde, Marc Sayaman, Rosalyn W. Ziv, Elad Bertucci, Francois Petkar, Mahir Abdulla Lorenz, Stephan Mathew, Lisa Sara Wang, Kun Murugesan, Selvasankar Chaussabel, Damien Vahrmeijer, Alexander L. Wang, Ena Ceccarelli, Anna Fakhro, Khalid A. Zoppoli, Gabriele Ballestrero, Alberto Tollenaar, Rob A.E.M. Marincola, Francesco M. Galon, Jérôme Khodor, Souhaila Al Ceccarelli, Michele Hendrickx, Wouter Bedognetti, Davide Nat Med Resource The lack of multi-omics cancer datasets with extensive follow-up information hinders the identification of accurate biomarkers of clinical outcome. In this cohort study, we performed comprehensive genomic analyses on fresh-frozen samples from 348 patients affected by primary colon cancer, encompassing RNA, whole-exome, deep T cell receptor and 16S bacterial rRNA gene sequencing on tumor and matched healthy colon tissue, complemented with tumor whole-genome sequencing for further microbiome characterization. A type 1 helper T cell, cytotoxic, gene expression signature, called Immunologic Constant of Rejection, captured the presence of clonally expanded, tumor-enriched T cell clones and outperformed conventional prognostic molecular biomarkers, such as the consensus molecular subtype and the microsatellite instability classifications. Quantification of genetic immunoediting, defined as a lower number of neoantigens than expected, further refined its prognostic value. We identified a microbiome signature, driven by Ruminococcus bromii, associated with a favorable outcome. By combining microbiome signature and Immunologic Constant of Rejection, we developed and validated a composite score (mICRoScore), which identifies a group of patients with excellent survival probability. The publicly available multi-omics dataset provides a resource for better understanding colon cancer biology that could facilitate the discovery of personalized therapeutic approaches. Nature Publishing Group US 2023-05-19 2023 /pmc/articles/PMC10202816/ /pubmed/37202560 http://dx.doi.org/10.1038/s41591-023-02324-5 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 | Resource Roelands, Jessica Kuppen, Peter J. K. Ahmed, Eiman I. Mall, Raghvendra Masoodi, Tariq Singh, Parul Monaco, Gianni Raynaud, Christophe de Miranda, Noel F.C.C. Ferraro, Luigi Carneiro-Lobo, Tatiana C. Syed, Najeeb Rawat, Arun Awad, Amany Decock, Julie Mifsud, William Miller, Lance D. Sherif, Shimaa Mohamed, Mahmoud G. Rinchai, Darawan Van den Eynde, Marc Sayaman, Rosalyn W. Ziv, Elad Bertucci, Francois Petkar, Mahir Abdulla Lorenz, Stephan Mathew, Lisa Sara Wang, Kun Murugesan, Selvasankar Chaussabel, Damien Vahrmeijer, Alexander L. Wang, Ena Ceccarelli, Anna Fakhro, Khalid A. Zoppoli, Gabriele Ballestrero, Alberto Tollenaar, Rob A.E.M. Marincola, Francesco M. Galon, Jérôme Khodor, Souhaila Al Ceccarelli, Michele Hendrickx, Wouter Bedognetti, Davide An integrated tumor, immune and microbiome atlas of colon cancer |
title | An integrated tumor, immune and microbiome atlas of colon cancer |
title_full | An integrated tumor, immune and microbiome atlas of colon cancer |
title_fullStr | An integrated tumor, immune and microbiome atlas of colon cancer |
title_full_unstemmed | An integrated tumor, immune and microbiome atlas of colon cancer |
title_short | An integrated tumor, immune and microbiome atlas of colon cancer |
title_sort | integrated tumor, immune and microbiome atlas of colon cancer |
topic | Resource |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10202816/ https://www.ncbi.nlm.nih.gov/pubmed/37202560 http://dx.doi.org/10.1038/s41591-023-02324-5 |
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