TY - JOUR
T1 - An integrated tumor, immune and microbiome atlas of colon cancer
AU - Roelands, Jessica
AU - Kuppen, Peter J.K.
AU - Ahmed, Eiman I.
AU - Mall, Raghvendra
AU - Masoodi, Tariq
AU - Singh, Parul
AU - Monaco, Gianni
AU - Raynaud, Christophe
AU - de Miranda, Noel F.C.C.
AU - Ferraro, Luigi
AU - Carneiro-Lobo, Tatiana C.
AU - Syed, Najeeb
AU - Rawat, Arun
AU - Awad, Amany
AU - Decock, Julie
AU - Mifsud, William
AU - Miller, Lance D.
AU - Sherif, Shimaa
AU - Mohamed, Mahmoud G.
AU - Rinchai, Darawan
AU - Van den Eynde, Marc
AU - Sayaman, Rosalyn W.
AU - Ziv, Elad
AU - Bertucci, Francois
AU - Petkar, Mahir Abdulla
AU - Lorenz, Stephan
AU - Mathew, Lisa Sara
AU - Wang, Kun
AU - Murugesan, Selvasankar
AU - Chaussabel, Damien
AU - Vahrmeijer, Alexander L.
AU - Wang, Ena
AU - Ceccarelli, Anna
AU - Fakhro, Khalid A.
AU - Zoppoli, Gabriele
AU - Ballestrero, Alberto
AU - Tollenaar, Rob A.E.M.
AU - Marincola, Francesco M.
AU - Galon, Jérôme
AU - Khodor, Souhaila Al
AU - Ceccarelli, Michele
AU - Hendrickx, Wouter
AU - Bedognetti, Davide
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/5
Y1 - 2023/5
N2 - 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.
AB - 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.
KW - Cells
KW - Fusobacterium-nucleatum
KW - Genes
KW - Landscape
KW - Mutations
KW - Reveals
KW - Survival
UR - http://www.scopus.com/inward/record.url?scp=85159688758&partnerID=8YFLogxK
U2 - 10.1038/s41591-023-02324-5
DO - 10.1038/s41591-023-02324-5
M3 - Article
C2 - 37202560
AN - SCOPUS:85159688758
SN - 1078-8956
VL - 29
SP - 1273-+
JO - Nature Medicine
JF - Nature Medicine
IS - 5
ER -