Back

Self organisation of invasive breast cancer driven by the interplay of active and passive nematic dynamics

Gottheil, P.; Bhattacharyya, S.; Lettl, K.; Friedrich, P.; Roth, K.; Rivera-Moreno, S.; Merkel, M.; Aktas, B.; Sauer, I.; Daneshgar, A.; Wieland, J.; Kubitschke, H.; Wegscheider, A.-S.; Yeomans, J. M.; Kaes, J. A.

2024-12-10 biophysics
10.1101/2024.12.09.626295 bioRxiv
Show abstract

In invasive breast cancer, cell clusters of varying sizes and shapes are embedded in the fibrous extracellular matrix (ECM). Although the prevailing view attributes this structure to increasing disorder resulting from loss of function and dedifferentiation, our findings reveal that it arises through a process of active self-organization driven by cancer cell motility. Simulations and histological analyses of tumours from over 2,000 breast cancer patients reveal that motile, aligned cancer cells within clusters move as active nematic aggregates through the surrounding highly aligned ECM fibres, which form a confining, passive nematic phase. Cellular motion leads to cluster splitting and coalescence. The degree of cluster activity, combined with heterogeneity in cell motility, is reflected in specific scaling behaviours for cluster shape, size distribution, and the distance between cluster boundaries and nematic defects in ECM alignment. Increased activity estimates correlate with tumour progression and are associated with a poorer prognosis for patients.

Matching journals

The top 7 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.