Multiomic characterization of microsatellite-stable colorectal cancer reveals distinct biology and targetable vulnerabilities.

作者信息Anguraj Sadanandam, Alice C O'Farrell, Ian S Miller, P S Hari, Adrian Lärkeryd, Tom Venken, Ingrid Arijs, Eugenia R Zanella, Francesca Cottino, Marika Pinnelli, Valentina Vurchio, Elena Grassi, Aoife Nolan, Niraj Khemka, Michael Fichtner, Gift Nyamundanda, Zak Kinsella, Maxime Meylan, Liam P Shiels, Colum Connolly, Janick Selves, Nadja M Meindl-Beinker, Raquel Comas Navarro, Elena Elez, Frank A Lincoln, Chanthirika Ragulan, Orla Casey, Verena Murphy, Josep Tabernero, Walter Kolch, Matthias P Ebert, Raquel Perez-Lopez, Florence Monville, Dirk Fey, Joern Lewin, Jonathan Briody, Kathleen Bennett, Enrique J Arenas, Joaquín Arribas, David Matallanas, Darran P O'Connor, Alexander Kel, Catherine Sautès-Fridman, Wolf H Fridman, Bart Ghesquière, Paolo Nuciforo, Diether Lambrechts, Livio Trusolino, Jochen H M Prehn, Rodrigo Dienstmann, Annette T Byrne, COLOSSUS consortium
PMID42913633
发布时间2026-10-22
DOI10.1016/j.ccell.2026.09.014

摘要

Microsatellite-stable (MSS) colorectal cancer (CRC) is a molecularly complex and clinically challenging disease subtype, lacking effective targeted therapies. Leveraging multiomic data from ∼2,000 tumor samples (including 316MSS CRCs not previously profiled) representing ∼4,500 molecular profiles and 195,246 single cells/nuclei, we uncover complex biology and therapeutic vulnerabilities. Application of a multiomic-phenomic integrative framework, including iPhenMap (a machine-learning tool), reveals complex molecular programs, including replication stress, right-sided biology, glutaminolysis-driven metabolic reprogramming, and MYC-E2F transcriptional networks governing epigenetic remodeling and perineural invasion. Focusing on RAS-mutant MSS CRC, functional validation in state-of-the-art patient-derived tumoroid and matched xenograft models confirms focal adhesion kinase (FAK), phosphoinositide-dependent kinase (PDK)1/2, and proteasome inhibition as potential therapeutic strategies when combined with mitogen-activated protein kinase (MEK) blockade. This work underscores the power of integrated multiomic profiling and functional modeling to refine potential treatment approaches in MSS CRC patient populations.