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Hauptverfasser: Gottheil, Pablo, Bhattacharyya, Saraswat, Lettl, Kolya, Friedrich, Philip, Roth, Kilian, Rivera-Moreno, Salvador, Merkel, Mario, Aktas, Bahriye, Sauer, Igor, Daneshgar, Assal, Wieland, Jonas, Kubitschke, Hans, Wegscheider, Anne-Sophie, Yeomans, Julia M., Käs, Josef A.
Format: Preprint
Veröffentlicht: 2024
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Online-Zugang:https://arxiv.org/abs/2412.01285
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author Gottheil, Pablo
Bhattacharyya, Saraswat
Lettl, Kolya
Friedrich, Philip
Roth, Kilian
Rivera-Moreno, Salvador
Merkel, Mario
Aktas, Bahriye
Sauer, Igor
Daneshgar, Assal
Wieland, Jonas
Kubitschke, Hans
Wegscheider, Anne-Sophie
Yeomans, Julia M.
Käs, Josef A.
author_facet Gottheil, Pablo
Bhattacharyya, Saraswat
Lettl, Kolya
Friedrich, Philip
Roth, Kilian
Rivera-Moreno, Salvador
Merkel, Mario
Aktas, Bahriye
Sauer, Igor
Daneshgar, Assal
Wieland, Jonas
Kubitschke, Hans
Wegscheider, Anne-Sophie
Yeomans, Julia M.
Käs, Josef A.
contents 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.
format Preprint
id arxiv_https___arxiv_org_abs_2412_01285
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Self organisation of invasive breast cancer driven by the interplay of active and passive nematic dynamics
Gottheil, Pablo
Bhattacharyya, Saraswat
Lettl, Kolya
Friedrich, Philip
Roth, Kilian
Rivera-Moreno, Salvador
Merkel, Mario
Aktas, Bahriye
Sauer, Igor
Daneshgar, Assal
Wieland, Jonas
Kubitschke, Hans
Wegscheider, Anne-Sophie
Yeomans, Julia M.
Käs, Josef A.
Biological Physics
Soft Condensed Matter
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.
title Self organisation of invasive breast cancer driven by the interplay of active and passive nematic dynamics
topic Biological Physics
Soft Condensed Matter
url https://arxiv.org/abs/2412.01285