Spatiotemporal dynamics of tumor microenvironment remodelling
Kamil LisekiD, Ilan Theurillat, Tancredi Massimo PentimalliiD, Svea Beier, Daniel León-PeriñániD, Anna Antonatou, Serafima DubnoviD, Marion MülleriD, Florian HubliD, Artemis Xhuri, Hanna RomanowicziD, Beata SmolarziD, Élodie MontaudoniD, Sandra RaimundoiD, Anca MargineanuiD, Marie SchottiD, Séverine KunziD, Elisabetta MarangoniiD, Nikos KaraiskosiD, Mor NitzaniD, Walter BirchmeieriD, Nikolaus RajewskyiD
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 and molecular mechanisms of TME remodeling, identifying early stromal programs and signaling axes as potential targets for disease interception before establishment of invasive niches. The stromal spatiotemporal remodeling dynamics are conserved across genetically heterogeneous patient-derived xenograft models and treatment naive human TNBC cohorts, supporting the translational relevance of our findings. 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.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Targeting tumor-stromal interactions in triple-negative breast cancer using a human vascularized micro-tumor model
S. J. Hachey, C. J. Hatch, … C. C. Hughes·bioRxiv·Sep 6, 2023
- Towards understanding cancer stem cell heterogeneity in the tumor microenvironment
F. Bocci, L. Gearhart-Serna, … M. K. Jolly·Proceedings of the National Academy of SciencesPeer-reviewed·Dec 26, 2018
- Stromal cell subsets modulate T-cell infiltration in early breast cancer
Julia Chen, Hanyun Zhang, … Alexander Swarbrick·Cancer Research CommunicationsPeer-reviewed·Jun 12, 2026
- Stromal Oncostatin M axis promotes breast cancer progression
A. M. Araujo, A. Abaurrea, … C. H. Lawrie·bioRxiv·Oct 30, 2020
- Multi-cellular phenotypic dynamics during the progression of breast tumors
Louise Gsell, Spencer S. Watson, … Jean Hausser·bioRxiv·Apr 16, 2025
- High-resolution molecular atlas of a lung tumor in 3D
Tancredi Massimo Pentimalli, Simon Schallenberg, … Nikolaus Rajewsky·bioRxiv·May 10, 2023