Colorectal cancer progression is intrinsically linked to stepwise deregulation of the intestinal differentiation trajectory. In this process, sequential mutations of APC, KRAS, TP53, and SMAD4 enable oncogenic signaling and establish the hallmarks of cancer. Here, we use mass cytometry of isogenic human colon organoids and patient-derived cancer organoids to capture oncogenic signaling, cell phenotypes, and differentiation states in a high-dimensional single-cell map. We define a differentiation axis in all tumor progression states from normal to cancer. Our data show that colorectal cancer driver mutations shape the distribution of cells along the differentiation axis. In this regard, subsequent mutations can have stem cell promoting or restricting effects. Individual nodes of the cancer cell signaling network remain coupled to the differentiation state, regardless of the presence of driver mutations. We use single-cell RNA sequencing to link the (phospho-)protein signaling network to transcriptomic states with biological and clinical relevance. Our work highlights how oncogenes gradually shape signaling and transcriptomes during tumor progression.
Thomas S. Sell, Christian Klotz, Matthias M. Fischer, Rosario Astaburuaga García, Susanne M. Krug, Jarno Drost, Hans Clevers, Markus Morkel, Nils Blüthgen
Christina Plattner, Giorgia Lamberti, Peter Blattmann, Alexander Kirchmair, Dietmar Rieder, Zuzana Loncová, Gregor Sturm, Stefan Scheidl, Marieke E. Ijsselsteijn, Georgios Fotakis, Asma Noureen, Rebecca Lisandrelli, Nina Böck, Niloofar Nemati, Anne Krogsdam, Sophia Daum, Francesca Finotello, Antonios Somarakis, Alexander Schäfer, Doris Wilflingseder, Miguel Gonzalez Acera, Dietmar Öfner, Lukas A. Huber, Hans Clevers, Christoph Becker, Henner F. Farin, Florian R. Greten, Ruedi Abersold, Noel F.C.C. de Miranda, Zlatko Trajanoski
Arianna Fumagalli, Jarno Drost, Saskia J.E. Suijkerbuijk, Ruben van Boxtel, Joep de Ligt, G. Johan Offerhaus, Harry Begthel, Evelyne Beerling, Ee Hong Tan, Owen J. Sansom, Edwin Cuppen, Hans Clevers, Jacco van Rheenen
Meike S. Thijssen, Simone L. Schonkeren, Linde Coolkens, Yuchi Zou, Lieve Temmerman, Joëlle de Vaan, Musa Idris, Jorunn Vrancken, Vaes Nathalie, Marion J. Gijbels, Sharon Scardellato, Erwin Wijnands, Willine van de Wetering, Frank Verhaegen, Ludwig Dubois, Erik A.L. Biessen, Carmen Iglésias, Kim M. Smits, Alberto Bardelli, Stefano Casola, Werend Boesmans, Veerle Melotte
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