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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
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.
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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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