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Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer

Authors :
Ignasius Joanito
Pratyaksha Wirapati
Nancy Zhao
Zahid Nawaz
Grace Yeo
Fiona Lee
Christine L. P. Eng
Dominique Camat Macalinao
Merve Kahraman
Harini Srinivasan
Vairavan Lakshmanan
Sara Verbandt
Petros Tsantoulis
Nicole Gunn
Prasanna Nori Venkatesh
Zhong Wee Poh
Rahul Nahar
Hsueh Ling Janice Oh
Jia Min Loo
Shumei Chia
Lih Feng Cheow
Elsie Cheruba
Michael Thomas Wong
Lindsay Kua
Clarinda Chua
Andy Nguyen
Justin Golovan
Anna Gan
Wan-Jun Lim
Yu Amanda Guo
Choon Kong Yap
Brenda Tay
Yourae Hong
Dawn Qingqing Chong
Aik-Yong Chok
Woong-Yang Park
Shuting Han
Mei Huan Chang
Isaac Seow-En
Cherylin Fu
Ronnie Mathew
Ee-Lin Toh
Lewis Z. Hong
Anders Jacobsen Skanderup
Ramanuj DasGupta
Chin-Ann Johnny Ong
Kiat Hon Lim
Emile K. W. Tan
Si-Lin Koo
Wei Qiang Leow
Sabine Tejpar
Shyam Prabhakar
Iain Beehuat Tan
Source :
Nature genetics. 54(7)
Publication Year :
2021

Abstract

The consensus molecular subtype (CMS) classification of colorectal cancer is based on bulk transcriptomics. The underlying epithelial cell diversity remains unclear. We analyzed 373,058 single-cell transcriptomes from 63 patients, focusing on 49,155 epithelial cells. We identified a pervasive genetic and transcriptomic dichotomy of malignant cells, based on distinct gene expression, DNA copy number and gene regulatory network. We recapitulated these subtypes in bulk transcriptomes from 3,614 patients. The two intrinsic subtypes, iCMS2 and iCMS3, refine CMS. iCMS3 comprises microsatellite unstable (MSI-H) cancers and one-third of microsatellite-stable (MSS) tumors. iCMS3 MSS cancers are transcriptomically more similar to MSI-H cancers than to other MSS cancers. CMS4 cancers had either iCMS2 or iCMS3 epithelium; the latter had the worst prognosis. We defined the intrinsic epithelial axis of colorectal cancer and propose a refined 'IMF' classification with five subtypes, combining intrinsic epithelial subtype (I), microsatellite instability status (M) and fibrosis (F). ispartof: NATURE GENETICS vol:54 issue:7 pages:963-+ ispartof: location:United States status: published

Details

ISSN :
15461718
Volume :
54
Issue :
7
Database :
OpenAIRE
Journal :
Nature genetics
Accession number :
edsair.doi.dedup.....feb4df11888eb6ef0ad590958d97b70b