Evidence map›Paper›PMID 39793073›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Confined cell migration along extracellular matrix space in vivo.

Oleksandr Chepizhko, Josep-Maria Armengol-Collado, Stephanie Alexander, Esther Wagena, Bettina Weigelin, Luca Giomi, Peter Friedl, Stefano Zapperi, Caterina A M La Porta

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Computational models in directed cell migration.Frontiers in cell and developmental biology · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Hidden order in active nematic defects.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Adrenomedullin in Tumorigenesis and Cancer Progression.International journal of molecular sciences · 2025
    Review
  10. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Oleksandr ChepizhkoLakeside Labs GmbH, 9020 Klagenfurt, Austria.
Josep-Maria Armengol-ColladoInstituut-Lorentz, Universiteit Leiden, 2300 RA Leiden, The Netherlands.
Stephanie AlexanderDavid H. Koch Center for Applied Research of Genitourinary Cancers, Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77230-1439.ORCID 0000-0002-8308-3977
Esther WagenaDepartment of Medical Biosciences, Sciences, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands.
Bettina WeigelinDepartment of Medical Biosciences, Sciences, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands.ORCID 0000-0003-4460-3113
Luca GiomiInstituut-Lorentz, Universiteit Leiden, 2300 RA Leiden, The Netherlands.ORCID 0000-0001-7740-5960
Peter FriedlDepartment of Medical Biosciences, Sciences, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands.ORCID 0000-0002-0119-4041
Stefano ZapperiCenter for Complexity and Biosystems, Department of Physics, University of Milan, 20133 Milan, Italy.ORCID 0000-0001-5692-5465
Caterina A M La PortaCenter for Complexity and Biosystems, Department of Environmental Science and Policy, University of Milan, 20133 Milan, Italy.ORCID 0000-0002-3010-8966

Funding

TRANS-NETWORK PROJECTSU54CA143876 · NCI · CORNELL UNIVERSITY · PI SHULER, MICHAEL L · 2009 to 2014
$12.6M
Project 3: Physical and Metabolic Constraints of Cancer Cell InvasionU54CA210184 · NCI · CORNELL UNIVERSITY · PI CANTLEY, LEWIS C., FISCHBACH, CLAUDIA · 2016 to 2020
$10.2M
Studying E-cadherin dynamics during extravasation and metastatic colonizationU54CA261694 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI ROGER D KAMM, Vivek Shenoy · 2021 to 2026
$9.1M
EC | European Research Council (ERC) 617430EC | European Research Council (ERC) 865375FAIR - Future of Artificial Intelligence Research PNRR_BAC24GVALE_01 PE_0000013Fondazione AIRC per la ricerca sul cancro ETS (AIRC) 28402HHS | National Institutes of Health (NIH) U01 CA254869NCI NIH HHS U54 CA143876NCI NIH HHS U54 CA210184NCI NIH HHS U54 CA261694NWO | Exacte en Natuurwetenschappen (ENW) 024.005.009 IMAGINE!NWO | Exacte en Natuurwetenschappen (ENW) NWO-Science-XL 2019.022
6 · The paper itself

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.

Indexed as

Cell MovementExtracellular MatrixAnimalsCell Line, TumorHumansHydrodynamicsMiceMicroscopy, Fluorescence, MultiphotonModels, BiologicalNeoplasm Invasivenessactive nematic turbulencecollective cell migrationextracellular matrix confinementquantitative image analysis

Identifiers

PMID39793073
PMCPMC11725923

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.