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Matrix mechano-sensing at the invasive front induces a cytoskeletal and transcriptional memory supporting metastasis

Author

Listed:
  • Oscar Maiques

    (Chester Beatty Laboratories
    Charterhouse Square
    Guy’s Campus
    Barts Cancer Institute, Queen Mary University of London)

  • Marta C. Sallan

    (Chester Beatty Laboratories
    Charterhouse Square)

  • Roman Laddach

    (King’s College London
    Bush House)

  • Pahini Pandya

    (Guy’s Campus)

  • Adrian Varela

    (Chester Beatty Laboratories
    Charterhouse Square)

  • Eva Crosas-Molist

    (Chester Beatty Laboratories
    Charterhouse Square
    Guy’s Campus)

  • Jaume Barcelo

    (Chester Beatty Laboratories
    Charterhouse Square)

  • Olivia Courbot

    (The Francis Crick Institute)

  • Yanbo Liu

    (Chester Beatty Laboratories)

  • Vittoria Graziani

    (Chester Beatty Laboratories
    Charterhouse Square)

  • Youssef Arafat

    (City St George’s, University of London)

  • Joanne Sewell

    (Charterhouse Square
    Guy’s Campus)

  • Irene Rodriguez-Hernandez

    (Charterhouse Square
    Guy’s Campus)

  • Bruce Fanshawe

    (Guy’s Campus
    King’s College London)

  • Yaiza Jung-Garcia

    (Chester Beatty Laboratories
    Charterhouse Square)

  • Paul RC Imbert

    (Charterhouse Square)

  • Eloise M. Grasset

    (Nice (IRCAN))

  • Jean Albrengues

    (Nice (IRCAN))

  • Maria Santacana

    (CIBERONC)

  • Anna Macià

    (University of Lleida)

  • Jordi Tarragona

    (CIBERONC)

  • Xavier Matias-Guiu

    (CIBERONC
    University of Lleida
    L’Hospitalet-)

  • Rosa M. Marti

    (IRB Lleida)

  • Sophia Tsoka

    (Bush House)

  • Cedric Gaggioli

    (Nice (IRCAN))

  • Jose L. Orgaz

    (Charterhouse Square
    Guy’s Campus
    CSIC-UAM)

  • Gilbert O. Fruhwirth

    (King’s College London)

  • Fredrik Wallberg

    (84 Wood Ln
    Chester Beatty Laboratories)

  • Kai Betteridge

    (Chester Beatty Laboratories)

  • Constantino Carlos Reyes-Aldasoro

    (City St George’s, University of London
    The Institute of Cancer Research)

  • Syed Haider

    (Chester Beatty Laboratories)

  • Andrejs Braun

    (Charterhouse Square)

  • Sophia N. Karagiannis

    (King’s College London
    Guy’s Cancer Centre)

  • Alberto Elosegui-Artola

    (City St George’s, University of London)

  • Victoria Sanz-Moreno

    (Chester Beatty Laboratories
    Charterhouse Square
    Guy’s Campus)

Abstract

The extracellular matrix (ECM) controls tumour dissemination. We characterise ECM organization in human and mouse tumours, identifying three regions: tumour body, proximal invasive front and distal invasive front. Invasive areas show increased matrix density, fibre thickness, length, and alignment, with unique radial fibre orientation at the distal invasive front correlating with amoeboid invasive features. Using patient samples and murine models, we find that metastases recapitulate ECM features of the primary tumour. Ex vivo culture of murine cancer cells isolated from the different tumour regions reveals a spatial cytoskeletal and transcriptional memory. Several in vitro models recapitulate the in vivo ECM organisation showing that increased matrix induces 3D confinement supporting Rho-ROCK-Myosin II activity, while radial orientation enhances directional invasion. Spatial transcriptomics identifies a mechano-inflammatory program associated with worse prognosis across multiple tumour types. These findings provide mechanistic insights into how ECM organization shapes local invasion and distant metastasis.

Suggested Citation

  • Oscar Maiques & Marta C. Sallan & Roman Laddach & Pahini Pandya & Adrian Varela & Eva Crosas-Molist & Jaume Barcelo & Olivia Courbot & Yanbo Liu & Vittoria Graziani & Youssef Arafat & Joanne Sewell & , 2025. "Matrix mechano-sensing at the invasive front induces a cytoskeletal and transcriptional memory supporting metastasis," Nature Communications, Nature, vol. 16(1), pages 1-23, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56299-7
    DOI: 10.1038/s41467-025-56299-7
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    as
    1. Christina Curtis & Sohrab P. Shah & Suet-Feung Chin & Gulisa Turashvili & Oscar M. Rueda & Mark J. Dunning & Doug Speed & Andy G. Lynch & Shamith Samarajiwa & Yinyin Yuan & Stefan Gräf & Gavin Ha & Gh, 2012. "The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups," Nature, Nature, vol. 486(7403), pages 346-352, June.
    2. Carsten Grashoff & Brenton D. Hoffman & Michael D. Brenner & Ruobo Zhou & Maddy Parsons & Michael T. Yang & Mark A. McLean & Stephen G. Sligar & Christopher S. Chen & Taekjip Ha & Martin A. Schwartz, 2010. "Measuring mechanical tension across vinculin reveals regulation of focal adhesion dynamics," Nature, Nature, vol. 466(7303), pages 263-266, July.
    3. Arja Ray & Oscar Lee & Zaw Win & Rachel M. Edwards & Patrick W. Alford & Deok-Ho Kim & Paolo P. Provenzano, 2017. "Anisotropic forces from spatially constrained focal adhesions mediate contact guidance directed cell migration," Nature Communications, Nature, vol. 8(1), pages 1-17, April.
    4. Andrew D. Doyle & Nicole Carvajal & Albert Jin & Kazue Matsumoto & Kenneth M. Yamada, 2015. "Local 3D matrix microenvironment regulates cell migration through spatiotemporal dynamics of contractility-dependent adhesions," Nature Communications, Nature, vol. 6(1), pages 1-15, December.
    5. Connor Stashko & Mary-Kate Hayward & Jason J. Northey & Neil Pearson & Alastair J. Ironside & Johnathon N. Lakins & Roger Oria & Marie-Anne Goyette & Lakyn Mayo & Hege G. Russnes & E. Shelley Hwang & , 2023. "A convolutional neural network STIFMap reveals associations between stromal stiffness and EMT in breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    6. Ozge Saatci & Aysegul Kaymak & Umar Raza & Pelin G. Ersan & Ozge Akbulut & Carolyn E. Banister & Vitali Sikirzhytski & Unal Metin Tokat & Gamze Aykut & Suhail A. Ansari & Hayriye Tatli Dogan & Mehmet , 2020. "Targeting lysyl oxidase (LOX) overcomes chemotherapy resistance in triple negative breast cancer," Nature Communications, Nature, vol. 11(1), pages 1-17, December.
    7. Silvia Crescioli & Isabel Correa & Joseph Ng & Zena N. Willsmore & Roman Laddach & Alicia Chenoweth & Jitesh Chauhan & Ashley Meo & Alexander Stewart & Eleni Kalliolia & Elena Alberts & Rebecca Adams , 2023. "B cell profiles, antibody repertoire and reactivity reveal dysregulated responses with autoimmune features in melanoma," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    8. Sophie E. Acton & Aaron J. Farrugia & Jillian L. Astarita & Diego Mourão-Sá & Robert P. Jenkins & Emma Nye & Steven Hooper & Janneke van Blijswijk & Neil C. Rogers & Kathryn J. Snelgrove & Ian Rosewel, 2014. "Dendritic cells control fibroblastic reticular network tension and lymph node expansion," Nature, Nature, vol. 514(7523), pages 498-502, October.
    9. Nordin Bansaccal & Pauline Vieugue & Rahul Sarate & Yura Song & Esmeralda Minguijon & Yekaterina A. Miroshnikova & Dagmar Zeuschner & Amandine Collin & Justine Allard & Dan Engelman & Anne-Lise Delaun, 2023. "The extracellular matrix dictates regional competence for tumour initiation," Nature, Nature, vol. 623(7988), pages 828-835, November.
    10. Jose L. Orgaz & Pahini Pandya & Rimple Dalmeida & Panagiotis Karagiannis & Berta Sanchez-Laorden & Amaya Viros & Jean Albrengues & Frank O. Nestle & Anne J. Ridley & Cedric Gaggioli & Richard Marais &, 2014. "Diverse matrix metalloproteinase functions regulate cancer amoeboid migration," Nature Communications, Nature, vol. 5(1), pages 1-13, September.
    11. Juliane Winkler & Abisola Abisoye-Ogunniyan & Kevin J. Metcalf & Zena Werb, 2020. "Concepts of extracellular matrix remodelling in tumour progression and metastasis," Nature Communications, Nature, vol. 11(1), pages 1-19, December.
    12. Adam Shellard & Roberto Mayor, 2021. "Collective durotaxis along a self-generated stiffness gradient in vivo," Nature, Nature, vol. 600(7890), pages 690-694, December.
    13. Irene Rodriguez-Hernandez & Oscar Maiques & Leonie Kohlhammer & Gaia Cantelli & Anna Perdrix-Rosell & Joanne Monger & Bruce Fanshawe & Victoria L. Bridgeman & Sophia N. Karagiannis & Rosa M. Penin & J, 2020. "WNT11-FZD7-DAAM1 signalling supports tumour initiating abilities and melanoma amoeboid invasion," Nature Communications, Nature, vol. 11(1), pages 1-20, December.
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