Back

Spatiotemporal dynamics of tumor microenvironment remodelling

Lisek, K.; Theurillat, I.; Pentimalli, T. M.; Beier, S.; Leon-Perinan, D.; Antonatou, A.; Dubnov, S.; Muller, M.; Hubl, F.; Xhuri, A.; Romanowicz, H.; Smolarz, B.; Montaudon, E.; Raimundo, S.; Margineanu, A.; Schott, M.; Boltengagen, A.; Kunz, S.; Marangoni, E.; Karaiskos, N.; Nitzan, M.; Birchmeier, W.; Rajewsky, N.

2025-07-18 cancer biology
10.1101/2025.07.15.662972 bioRxiv
Show abstract

During tumorigenesis, interactions between tumor and stromal cells progressively remodel the tumor microenvironment (TME) towards pro-tumoral functions. Understanding early TME remodeling dynamics is therefore crucial for developing interceptive therapies. However, clinical samples typically provide isolated, late tumorigenesis snapshots. To overcome this limitation, we generated triple-negative breast cancer mice that develop multifocal, asynchronous tumors along a continuous luminal-to-basal transdifferentiation trajectory. Ordering spatial transcriptomes from 100+ ducts along this trajectory reveals the spatiotemporal dynamics of TME remodeling and underlying molecular mechanisms. Cancer-associated myofibroblasts (myCAFs) emerge as key players in advanced tumors, where they orchestrate pro-invasive remodeling of the tumor-stromal interface. myCAFs are conserved in patient-derived xenograft models and steer tumor trajectories towards invasive phenotypes when co-injected with tumor cells in syngeneic mice. Our study shows that temporal ordering of spatially-resolved disease snapshots unravels some of the molecular "forces" that, starting from the cell-of-origin, propel cells/microenvironments along a disease trajectory.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.