生物
转录组
微卫星不稳定性
结直肠癌
癌症研究
癌症
基因
微卫星
计算生物学
遗传学
基因表达
等位基因
作者
Ignasius Joanito,Pratyaksha Wirapati,Nancy Q. Zhao,Zahid Nawaz,Grace Hui Ting Yeo,Fiona Lee,Christine Eng,Dominique C. 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
出处
期刊:Nature Genetics
[Springer Nature]
日期:2022-06-30
卷期号:54 (7): 963-975
被引量:365
标识
DOI:10.1038/s41588-022-01100-4
摘要
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).
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