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Ciavolella G, Granet J, Goetz JG, Osmani N, Etchegaray C, Collin A. Deciphering circulating tumor cells binding in a microfluidic system thanks to a parameterized mathematical model. J Theor Biol 2025; 600:112029. [PMID: 39694322 DOI: 10.1016/j.jtbi.2024.112029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 10/28/2024] [Accepted: 12/09/2024] [Indexed: 12/20/2024]
Abstract
The spread of metastases is a crucial process in which some questions remain unanswered. In this work, we focus on tumor cells circulating in the bloodstream, the so-called Circulating Tumor Cells (CTCs). Our aim is to characterize their trajectories under the influence of hemodynamic and adhesion forces. We focus on already available in vitro measurements performed with a microfluidic device corresponding to the trajectories of CTCs - without or with different protein depletions - interacting with an endothelial layer. A key difficulty is the weak knowledge of the fluid velocity that has to be reconstructed. Our strategy combines a differential equation model - a Poiseuille model for the fluid velocity and an ODE system for the cell adhesion model - and a robust and well-designed calibration procedure. The parameterized model quantifies the strong influence of fluid velocity on adhesion and confirms the expected role of several proteins in the deceleration of CTCs. Finally, it enables the generation of synthetic cells, even for unobserved experimental conditions, opening the way to a digital twin for flowing cells with adhesion.
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Affiliation(s)
- Giorgia Ciavolella
- Institut Denis Poisson, Université d'Orléans, CNRS, Université de Tours, 45067 Orléans, France.
| | - Julien Granet
- Inria, Univ. Bordeaux, CNRS, Bordeaux INP, IMB, UMR 5251, F-33400 Talence, France
| | - Jacky G Goetz
- INSERM UMR_S 1109, Univ. Strasbourg, FMTS, Équipe labellisée Ligue Contre le Cancer, F-67000 Strasbourg, France
| | - Naël Osmani
- INSERM UMR_S 1109, Univ. Strasbourg, FMTS, Équipe labellisée Ligue Contre le Cancer, F-67000 Strasbourg, France
| | - Christèle Etchegaray
- Inria, Univ. Bordeaux, CNRS, Bordeaux INP, IMB, UMR 5251, F-33400 Talence, France
| | - Annabelle Collin
- Laboratoire de Mathématiques Jean Leray, Nantes Université, F-44100 Nantes, France
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Ball NJ, Ghimire S, Follain G, Pajari AO, Wurzinger D, Vaitkevičiūtė M, Cowell AR, Berki B, Ivaska J, Paatero I, Goult BT, Jacquemet G. TLNRD1 is a CCM complex component and regulates endothelial barrier integrity. J Cell Biol 2024; 223:e202310030. [PMID: 39013281 PMCID: PMC11252447 DOI: 10.1083/jcb.202310030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 04/08/2024] [Accepted: 05/23/2024] [Indexed: 07/18/2024] Open
Abstract
We previously identified talin rod domain-containing protein 1 (TLNRD1) as a potent actin-bundling protein in vitro. Here, we report that TLNRD1 is expressed in the vasculature in vivo. Its depletion leads to vascular abnormalities in vivo and modulation of endothelial cell monolayer integrity in vitro. We demonstrate that TLNRD1 is a component of the cerebral cavernous malformations (CCM) complex through its direct interaction with CCM2, which is mediated by a hydrophobic C-terminal helix in CCM2 that attaches to a hydrophobic groove on the four-helix domain of TLNRD1. Disruption of this binding interface leads to CCM2 and TLNRD1 accumulation in the nucleus and actin fibers. Our findings indicate that CCM2 controls TLNRD1 localization to the cytoplasm and inhibits its actin-bundling activity and that the CCM2-TLNRD1 interaction impacts endothelial actin stress fiber and focal adhesion formation. Based on these results, we propose a new pathway by which the CCM complex modulates the actin cytoskeleton and vascular integrity.
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Affiliation(s)
- Neil J. Ball
- School of Biosciences, University of Kent, Canterbury, UK
- Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Sujan Ghimire
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
| | - Gautier Follain
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Ada O. Pajari
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
| | - Diana Wurzinger
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
| | - Monika Vaitkevičiūtė
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
| | | | - Bence Berki
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Johanna Ivaska
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
- Department of Life Technologies, University of Turku, Turku, Finland
- Western Finnish Cancer Center (FICAN West), University of Turku, Turku, Finland
- Foundation for the Finnish Cancer Institute, Helsinki, Finland
- InFLAMES Research Flagship Center, University of Turku and Åbo Akademi University, Turku, Finland
| | - Ilkka Paatero
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Benjamin T. Goult
- School of Biosciences, University of Kent, Canterbury, UK
- Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Guillaume Jacquemet
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
- InFLAMES Research Flagship Center, University of Turku and Åbo Akademi University, Turku, Finland
- Turku Bioimaging, University of Turku and Åbo Akademi University, Turku, Finland
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Garcia-Leon MJ, Liboni C, Mittelheisser V, Bochler L, Follain G, Mouriaux C, Busnelli I, Larnicol A, Colin F, Peralta M, Osmani N, Gensbittel V, Bourdon C, Samaniego R, Pichot A, Paul N, Molitor A, Carapito R, Jandrot-Perrus M, Lefebvre O, Mangin PH, Goetz JG. Platelets favor the outgrowth of established metastases. Nat Commun 2024; 15:3297. [PMID: 38740748 DOI: 10.1038/s41467-024-47516-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/26/2024] [Indexed: 05/16/2024] Open
Abstract
Despite abundant evidence demonstrating that platelets foster metastasis, anti-platelet agents have low therapeutic potential due to the risk of hemorrhages. In addition, whether platelets can regulate metastasis at the late stages of the disease remains unknown. In this study, we subject syngeneic models of metastasis to various thrombocytopenic regimes to show that platelets provide a biphasic contribution to metastasis. While potent intravascular binding of platelets to tumor cells efficiently promotes metastasis, platelets further support the outgrowth of established metastases via immune suppression. Genetic depletion and pharmacological targeting of the glycoprotein VI (GPVI) platelet-specific receptor in humanized mouse models efficiently reduce the growth of established metastases, independently of active platelet binding to tumor cells in the bloodstream. Our study demonstrates therapeutic efficacy when targeting animals bearing growing metastases. It further identifies GPVI as a molecular target whose inhibition can impair metastasis without inducing collateral hemostatic perturbations.
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Affiliation(s)
- Maria J Garcia-Leon
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France.
- Université de Strasbourg, Strasbourg, France.
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France.
- Equipe Labellisée Ligue Contre le Cancer, Paris, France.
- Domain therapeutics, Parc d'Innovation - 220 Boulevard Gonthier D'Andernach, 67400, Strasbourg - Illkirch, France.
| | - Cristina Liboni
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Vincent Mittelheisser
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Louis Bochler
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Gautier Follain
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Clarisse Mouriaux
- UMR_S 1255, INSERM, Etablissement Français du Sang-Alsace, Université de Strasbourg, F-67000, Strasbourg, France
| | - Ignacio Busnelli
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Annabel Larnicol
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Florent Colin
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Marina Peralta
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Naël Osmani
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Valentin Gensbittel
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Catherine Bourdon
- UMR_S 1255, INSERM, Etablissement Français du Sang-Alsace, Université de Strasbourg, F-67000, Strasbourg, France
| | - Rafael Samaniego
- Instituto de Investigación Sanitaria Gregorio Marañón (IISGM), Unidad de Microscopía Confocal, Madrid, Spain
| | - Angélique Pichot
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Laboratoire d'ImmunoRhumatologie Moléculaire, Plateforme GENOMAX, Institut national de la santé et de la recherche médicale (INSERM) UMR_S 1109, Institut thématique interdisciplinaire (ITI) de Médecine de Précision de Strasbourg Transplantex NG, Faculté de Médecine, France
| | - Nicodème Paul
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Laboratoire d'ImmunoRhumatologie Moléculaire, Plateforme GENOMAX, Institut national de la santé et de la recherche médicale (INSERM) UMR_S 1109, Institut thématique interdisciplinaire (ITI) de Médecine de Précision de Strasbourg Transplantex NG, Faculté de Médecine, France
| | - Anne Molitor
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Laboratoire d'ImmunoRhumatologie Moléculaire, Plateforme GENOMAX, Institut national de la santé et de la recherche médicale (INSERM) UMR_S 1109, Institut thématique interdisciplinaire (ITI) de Médecine de Précision de Strasbourg Transplantex NG, Faculté de Médecine, France
| | - Raphaël Carapito
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Laboratoire d'ImmunoRhumatologie Moléculaire, Plateforme GENOMAX, Institut national de la santé et de la recherche médicale (INSERM) UMR_S 1109, Institut thématique interdisciplinaire (ITI) de Médecine de Précision de Strasbourg Transplantex NG, Faculté de Médecine, France
- Service d'Immunologie Biologique, Plateau Technique de Biologie, Pôle de Biologie, Nouvel Hôpital Civil, Hôpitaux Universitaires de Strasbourg, 1 Place de l'Hôpital, 67091, Strasbourg, France
| | | | - Olivier Lefebvre
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Pierre H Mangin
- UMR_S 1255, INSERM, Etablissement Français du Sang-Alsace, Université de Strasbourg, F-67000, Strasbourg, France.
| | - Jacky G Goetz
- Tumor Biomechanics, INSERM UMR_S1109, Strasbourg, France.
- Université de Strasbourg, Strasbourg, France.
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), Strasbourg, France.
- Equipe Labellisée Ligue Contre le Cancer, Paris, France.
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4
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Follain G, Osmani N, Gensbittel V, Asokan N, Larnicol A, Mercier L, Garcia-Leon MJ, Busnelli I, Pichot A, Paul N, Carapito R, Bahram S, Lefebvre O, Goetz JG. Impairing flow-mediated endothelial remodeling reduces extravasation of tumor cells. Sci Rep 2021; 11:13144. [PMID: 34162963 PMCID: PMC8222393 DOI: 10.1038/s41598-021-92515-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 05/31/2021] [Indexed: 01/02/2023] Open
Abstract
Tumor progression and metastatic dissemination are driven by cell-intrinsic and biomechanical cues that favor the growth of life-threatening secondary tumors. We recently identified pro-metastatic vascular regions with blood flow profiles that are permissive for the arrest of circulating tumor cells. We have further established that such flow profiles also control endothelial remodeling, which favors extravasation of arrested CTCs. Yet, how shear forces control endothelial remodeling is unknown. In the present work, we aimed at dissecting the cellular and molecular mechanisms driving blood flow-dependent endothelial remodeling. Transcriptomic analysis of endothelial cells revealed that blood flow enhanced VEGFR signaling, among others. Using a combination of in vitro microfluidics and intravital imaging in zebrafish embryos, we now demonstrate that the early flow-driven endothelial response can be prevented upon specific inhibition of VEGFR tyrosine kinase and subsequent signaling. Inhibitory targeting of VEGFRs reduced endothelial remodeling and subsequent metastatic extravasation. These results confirm the importance of VEGFR-dependent endothelial remodeling as a driving force of CTC extravasation and metastatic dissemination. Furthermore, the present work suggests that therapies targeting endothelial remodeling might be a relevant clinical strategy in order to impede metastatic progression.
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Affiliation(s)
- Gautier Follain
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- Turku Bioscience Center,, University of Turku, Åbo Akademi University, 20520, Turku, Finland
| | - Naël Osmani
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Valentin Gensbittel
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Nandini Asokan
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Annabel Larnicol
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Luc Mercier
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
- UMR 5297, Interdisciplinary Institute for Neurosciences, CNRS Université de Bordeaux, 33076, Bordeaux, France
| | - Maria Jesus Garcia-Leon
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Ignacio Busnelli
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
- Equipe Labellisée Ligue Contre le Cancer, Paris, France
| | - Angelique Pichot
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
| | - Nicodème Paul
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
| | - Raphaël Carapito
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
| | - Seiamak Bahram
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France
- Université de Strasbourg, 67000, Strasbourg, France
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France
| | - Olivier Lefebvre
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France.
- Université de Strasbourg, 67000, Strasbourg, France.
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France.
- Equipe Labellisée Ligue Contre le Cancer, Paris, France.
| | - Jacky G Goetz
- Tumor Biomechanics, INSERM UMR_S1109, CRBS, 67000, Strasbourg, France.
- Université de Strasbourg, 67000, Strasbourg, France.
- Fédération de Médecine Translationnelle de Strasbourg (FMTS), 67000, Strasbourg, France.
- Equipe Labellisée Ligue Contre le Cancer, Paris, France.
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