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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

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 geneti...

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Detalles Bibliográficos
Autores principales: Joanito, Ignasius, Wirapati, Pratyaksha, Zhao, Nancy, Nawaz, Zahid, Yeo, Grace, Lee, Fiona, Eng, Christine L. P., Macalinao, Dominique Camat, Kahraman, Merve, Srinivasan, Harini, Lakshmanan, Vairavan, Verbandt, Sara, Tsantoulis, Petros, Gunn, Nicole, Venkatesh, Prasanna Nori, Poh, Zhong Wee, Nahar, Rahul, Oh, Hsueh Ling Janice, Loo, Jia Min, Chia, Shumei, Cheow, Lih Feng, Cheruba, Elsie, Wong, Michael Thomas, Kua, Lindsay, Chua, Clarinda, Nguyen, Andy, Golovan, Justin, Gan, Anna, Lim, Wan-Jun, Guo, Yu Amanda, Yap, Choon Kong, Tay, Brenda, Hong, Yourae, Chong, Dawn Qingqing, Chok, Aik-Yong, Park, Woong-Yang, Han, Shuting, Chang, Mei Huan, Seow-En, Isaac, Fu, Cherylin, Mathew, Ronnie, Toh, Ee-Lin, Hong, Lewis Z., Skanderup, Anders Jacobsen, DasGupta, Ramanuj, Ong, Chin-Ann Johnny, Lim, Kiat Hon, Tan, Emile K. W., Koo, Si-Lin, Leow, Wei Qiang, Tejpar, Sabine, Prabhakar, Shyam, Tan, Iain Beehuat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9279158/
https://www.ncbi.nlm.nih.gov/pubmed/35773407
http://dx.doi.org/10.1038/s41588-022-01100-4
Descripción
Sumario: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).