Tumor invasion as non-equilibrium phase separation
Kang, W.; Ferruzzi, J.; Spatarelu, C.-P.; Han, Y. L.; Sharma, Y.; Koehler, S.; Butler, J. P.; Roblyer, D.; Zaman, M. H.; Guo, M.; Chen, Z.; Pegoraro, A. F.; Fredberg, J. J.
Show abstract
Tumor invasion depends upon properties of both cells and of the extracellular matrix (ECM). Despite ample evidence that cancer cells can modulate their material state during invasion, underlying biophysical mechanisms remain unclear. Here, we show the potential for coexistence of - and transition between - solid-like, fluid-like, and gas-like phases in invading breast cancer spheroids. Epithelial spheroids are nearly jammed and solid-like in the core but unjam at the periphery to invade as a fluid-like collective. Conversely, post-metastatic spheroids are unjammed and fluid-like in the core and - depending on ECM density - can further unjam and invade as gas-like single cells, or re-jam to invade as a fluid-like collective. A novel jamming phase diagram predicts material phases that are superficially similar to inanimate systems at thermodynamic equilibrium, but here arising in living systems, which exist far from equilibrium. We suggest that non-equilibrium phase separation may provide a unifying physical picture of tumor invasion. TWO-SENTENCE SUMMARYUsing tumor spheroids invading into an engineered three-dimensional matrix, we show here that the cellular collective exhibits coexistent solid-like, fluid-like, and gas-like phases. The spheroid interior develops spatial and temporal heterogeneities in material phase which, depending upon cell type and matrix density, ultimately result in a variety of phase separation patterns at the invasive front, as captured by a jamming phase diagram.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Matrix confinement modulates 3D spheroid sorting and burst-like collective migration 96%
- Multicellular dynamics on structured surfaces: Stress concentration is a key to controlling complex microtissue morphology on engineered scaffolds 95%
- Invasive cancer cells soften collagen networks and disrupt stress-stiffening via volume exclusion, contractility and adhesion 94%
Similar papers in this journal
- Active Sinking Particles: Sessile Suspension Feeders significantly alter the Flow and Transport to Sinking Aggregates 94%
- Packing-Driven Mechanotransduction: local crowding overrides adhesion and stiffness cues for YAP Activation in Cellular Collectives 93%
- Environmental dependence of colony morphologies in Labyrinthula species 93%
Similar papers in this journal
- Gels for Live Analysis of Compartmentalized Environments (GLAnCE): A Tissue Model to Probe Tumour Phenotypes at Tumour-Stroma Interfaces 93%
- Brain tissue mechanics is governed by microscale relations of the tissue constituents 92%
- Material-Driven Fibronectin Assembly Rescues Matrix Defects due to Mutations in Collagen IV in Fibroblasts 92%
"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.