Evidence map›Paper›PMID 41779786›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Stress-dependent growth in breast cancer arises from a mechano-osmotic coupling and cell-sizing checkpoint.

Irish Senthilkumar, Jef Vangheel, Vatsal Kumar, Laoise McNamara, Bart Smeets, Enda Howley, Eoin McEvoy

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Stress-dependent growth in breast cancer arises from a mechano-osmotic coupling and cell-sizing checkpoint.Proceedings of the National Academy of Sciences of the United States of America · 2026
    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

7 authors.

Irish SenthilkumarBiomedical Engineering and Institute for Health Discovery and Innovation, College of Science and Engineering, University of Galway, Galway H91 TK33, Ireland.
Jef VangheelMechatronics, Biostatistics, and Sensors (MeBIOS) division, Department of Biosystems, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0001-5899-8326
Vatsal KumarBiomedical Engineering and Institute for Health Discovery and Innovation, College of Science and Engineering, University of Galway, Galway H91 TK33, Ireland.
Laoise McNamaraBiomedical Engineering and Institute for Health Discovery and Innovation, College of Science and Engineering, University of Galway, Galway H91 TK33, Ireland.
Bart SmeetsMechatronics, Biostatistics, and Sensors (MeBIOS) division, Department of Biosystems, KU Leuven, Leuven 3001, Belgium.ORCID 0000-0001-8753-781X
Enda HowleySchool of Computer Science and Data Science Institute, University of Galway, Galway H91 TK33, Ireland.
Eoin McEvoyBiomedical Engineering and Institute for Health Discovery and Innovation, College of Science and Engineering, University of Galway, Galway H91 TK33, Ireland.ORCID 0000-0002-8804-8177

Funding

EC | European Research Council (ERC) 101116234Irish Research Council (IrishResearch) GOIPG/2022/910Irish Research Council (IrishResearch) MEMETic IRCLA/2017/217Research Foundation Flanders 11D9923N
6 · The paper itself

Abstract

Mechanoresponsive cell proliferation is a feature of growing tumors, despite the suppression of many other regulatory checkpoints in cancer, but the underlying cell-scale mechanisms driving this behavior have not yet been established. In this study, we propose a biophysical model for cell growth as governed by actively controlled osmolarity, which we integrate with a discrete particle framework to simulate growth and remodeling of breast cancer spheroids. Confinement and biomechanical feedback from the extracellular environment are analyzed through a neural-network-accelerated finite element solver. Combining the framework with experiments, our model reveals that stress-dependent spheroid growth can arise from a sizing checkpoint for mitosis. Under sufficient extracellular loading, cell growth is restricted by high hydrostatic forces in competition with osmotic pressure from biomolecule synthesis, which prevents cells from surpassing a critical volume. Our model provides insight into mechanosensitive growth arrest in breast cancer, potentially serving as a computational tool for analyzing growth in a wider range of normal and malignant biological tissues.

Indexed as

Breast NeoplasmsMechanotransduction, CellularStress, PhysiologicalBiomechanical PhenomenaCell ProliferationFemaleHumansModels, BiologicalOsmotic PressureSpheroids, Cellularcancer mechanobiologydiscrete cell modelingstress-dependent growth

Identifiers

PMID41779786
PMCPMC12974417

What OpenQuestion holds

Textmetadata
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.