Evidence map›Paper›PMID 39400520›Full record

ArticleAdvanced healthcare materials2025

Linking Metastatic Potential and Viscoelastic Properties of Breast Cancer Spheroids via Dynamic Compression and Relaxation in Microfluidics.

Margherita Tavasso, Ankur D Bordoloi, Elsa Tanré, Sanne A H Dekker, Valeria Garbin, Pouyan E Boukany

Abstract read
In one paragraph

Article in Advanced healthcare materials, 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. Article
  3. TheMaterials today. Bio · 2026
    Review
  4. Metabolic starvation-induced cell swelling drives solid stress in tumors.bioRxiv : the preprint server for biology · 2026
    Article
  5. Review
  6. Article
  7. A microfluidic rheometer for tumor mechanics and invasion studies.bioRxiv : the preprint server for biology · 2025
    Article
  8. Article
  9. Article
  10. Article
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

6 authors.

Margherita TavassoDepartment of Chemical Engineering, Delft University of Technology, Delft, 2629 HZ, The Netherlands.ORCID 0009-0003-2671-0764
Ankur D BordoloiDepartment of Chemical Engineering, Delft University of Technology, Delft, 2629 HZ, The Netherlands.ORCID 0000-0001-8314-0065
Elsa TanréÉcole Polytechnique, Institut Polytechnique de Paris, Palaiseau, 91120, France.
Sanne A H DekkerDepartment of Chemical Engineering, Delft University of Technology, Delft, 2629 HZ, The Netherlands.
Valeria GarbinDepartment of Chemical Engineering, Delft University of Technology, Delft, 2629 HZ, The Netherlands.ORCID 0000-0002-0887-500X
Pouyan E BoukanyDepartment of Chemical Engineering, Delft University of Technology, Delft, 2629 HZ, The Netherlands.ORCID 0000-0002-2262-5795

Funding

HORIZON EUROPE European Research Council 819424HORIZON EUROPE Marie Sklodowska-Curie Actions 101111247
6 · The paper itself

Abstract

The growth and invasion of solid tumors are associated with changes in their viscoelastic properties, influenced by both internal cellular factors and physical forces in the tumor microenvironment. Due to the lack of a comprehensive investigation of tumor tissue viscoelasticity, the relationship between such physical properties and cancer malignancy remains poorly understood. Here, the viscoelastic properties of breast cancer spheroids, 3D (in vitro) tumor models, are studied in relation to their metastatic potentials by imposing controlled, dynamic compression within a microfluidic constriction, and subsequently monitoring the relaxation of the imposed deformation. By adopting a modified Maxwell model to extract viscoelastic properties from the compression data, the benign (MCF-10A) spheroids are found to have higher bulk elastic modulus and viscosity compared to malignant spheroids (MCF-7 and MDA-MB-231). The relaxation is characterized by two timescales, captured by a double exponential fitting function, which reveals a similar fast rebound for MCF-7 and MCF-10A. Both the malignant spheroids exhibit similar long-term relaxation and display residual deformation. However, they differ significantly in morphology, particularly in intercellular movements. These differences between malignant spheroids are demonstrated to be linked to their cytoskeletal organization, by microscopic imaging of F-actin within the spheroids, together with cell-cell adhesion strength.

Indexed as

Breast NeoplasmsMicrofluidicsSpheroids, CellularCell Line, TumorElasticityFemaleHumansMCF-7 CellsNeoplasm MetastasisViscositydeformation and relaxationmalignancymicrofluidicsspheroid viscoelasticitytissue mechanics

Identifiers

PMID39400520
PMCPMC11874651

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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.