Collective migration of cancer cells is often interpreted using concepts derived from the physics of active matter, but the experimental evidence is mostly restricted to observations made in vitro. Here, we study collective invasion of metastatic cancer cells injected into the mouse deep dermis using intravital multiphoton microscopy combined with a skin window technique and three-dimensional quantitative image analysis. We observe a multicellular but low-cohesive migration mode characterized by rotational patterns which self-organize into antiparallel persistent tracks with orientational nematic order. We analyze the deformations induced by the cells in the extracellular matrix and find broadly distributed strain bands with a prevalence of compression. A model of active nematic hydrodynamics is able to describe several statistical features of the experimentally observed flow, suggesting that collective cancer cell invasion can be interpreted as a nematic active fluid in the turbulent regime. Our results help elucidate the migration patterns of cancer cells in vivo and provide quantitative guidance for the development of realistic in vitro and in silico models for collective cell migration.

Confined cell migration along extracellular matrix space in vivo / O. Chepizhko, J. Armengol-Collado, S. Alexander, E. Wagena, B. Weigelin, L. Giomi, P. Friedl, S. Zapperi, C.A.M. La Porta. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 122:1(2025 Jan 07), pp. e2414009121.1-e2414009121.7. [10.1073/pnas.2414009121]

Confined cell migration along extracellular matrix space in vivo

S. Zapperi
Penultimo
;
C.A.M. La Porta
Ultimo
2025

Abstract

Collective migration of cancer cells is often interpreted using concepts derived from the physics of active matter, but the experimental evidence is mostly restricted to observations made in vitro. Here, we study collective invasion of metastatic cancer cells injected into the mouse deep dermis using intravital multiphoton microscopy combined with a skin window technique and three-dimensional quantitative image analysis. We observe a multicellular but low-cohesive migration mode characterized by rotational patterns which self-organize into antiparallel persistent tracks with orientational nematic order. We analyze the deformations induced by the cells in the extracellular matrix and find broadly distributed strain bands with a prevalence of compression. A model of active nematic hydrodynamics is able to describe several statistical features of the experimentally observed flow, suggesting that collective cancer cell invasion can be interpreted as a nematic active fluid in the turbulent regime. Our results help elucidate the migration patterns of cancer cells in vivo and provide quantitative guidance for the development of realistic in vitro and in silico models for collective cell migration.
active nematic turbulence; collective cell migration; extracellular matrix confinement; quantitative image analysis;
Settore MEDS-02/A - Patologia generale
Settore PHYS-04/A - Fisica teorica della materia, modelli, metodi matematici e applicazioni
   Preclinical micro-endoscopy in tumors: targeting metastatic intravasation and resistance
   DEEPINSIGHT
   European Commission
   SEVENTH FRAMEWORK PROGRAMME
   617430

   Hexatic hydrodynamics: from driven soft matter to biological tissues
   HexaTissue
   European Commission
   Horizon 2020 Framework Programme
   865375

   Algorithmic design of 3D-printed metamaterial actuators with improved functionality and lifetime
   MINISTERO DELL'UNIVERSITA' E DELLA RICERCA
   2022NZXE4M_001
7-gen-2025
30-dic-2024
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1132815
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