Evidence map›Paper›PMID 37670531›Full record

ArticleAdvanced healthcare materials2023

3D Volumetric Mechanosensation of MCF7 Breast Cancer Spheroids in a Linear Stiffness Gradient GelAGE.

Danielle Vahala, Sebastian E Amos, Marta Sacchi, Bram G Soliman, Matt S Hepburn, Alireza Mowla, Jiayue Li, Ji Hoon Jeong, Chrissie Astell, Yongsung Hwang and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Advanced healthcare materials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
8.3field-weighted citation impact, top 2% of its field
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

18 citing papers in PubMed, 40 citations in OpenAlex.

  1. Microengineered Gradient Hydrogels for Mechanobiology.Advanced healthcare materials · 2026
    Review
  2. Article
  3. Article
  4. 3D Printing Strategies for Bioengineering Human Cornea.Advanced healthcare materials · 2026
    Review
  5. Review
  6. Article
  7. Review
  8. Article
  9. Review
  10. Materials today. Bio · 2025
    Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
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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

13 authors at 3 institutions in 3 countries.

Danielle VahalaSchool of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0003-0411-2547
Sebastian E AmosSchool of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0003-1324-4533
Marta SacchiSchool of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0003-4767-3889
Bram G SolimanDepartment of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago Christchurch, Christchurch, 8140, New Zealand.
Matt S HepburnDepartment of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0001-5953-4478
Alireza MowlaDepartment of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0003-1421-9946
Jiayue LiDepartment of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA, 6009, Australia.
Ji Hoon JeongSoonchunhyang Institute of Medi-Bio Science, Soonchunhyang University, Cheonan-si, Chungcheongnam-do, 31151, South Korea.
Chrissie AstellSchool of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.
Yongsung HwangSoonchunhyang Institute of Medi-Bio Science, Soonchunhyang University, Cheonan-si, Chungcheongnam-do, 31151, South Korea.ORCID 0000-0001-5558-5171
Brendan F KennedyDepartment of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0003-4782-0498
Khoon S LimDepartment of Orthopaedic Surgery and Musculoskeletal Medicine, University of Otago Christchurch, Christchurch, 8140, New Zealand.ORCID 0000-0002-2486-196X
Yu Suk ChoiSchool of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia.ORCID 0000-0002-0241-0447
The University of Western Australia · AUSoonchunhyang University · KRThe University of Sydney · AU

Funding

Australian Government Research Training Program ScholarshipAustralian Research Council 220100163Australian Research Council: Industrial Transformation Training CentreDepartment of Health, Western AustraliaMarsden Fund MFP-UOO1826National Health and Medical Research Council 1098449New Zealand Health Research Council 15/483New Zealand Health Research Council 19/135New Zealand Health Research Council 20/508Royal Society Te ApārangiThe University of Western Australia: RIGG and Hackett Postgraduate Research Scholarship
6 · The paper itself

Abstract

The tumor microenvironment presents spatiotemporal shifts in biomechanical properties with cancer progression. Hydrogel biomaterials like GelAGE offer the stiffness tuneability to recapitulate dynamic changes in tumor tissues by altering photo-energy exposures. Here, a tuneable hydrogel with spatiotemporal control of stiffness and mesh-network is developed. The volume of MCF7 spheroids encapsulated in a linear stiffness gradient demonstrates an inverse relationship with stiffness (p < 0.0001). As spheroids are exposed to increased crosslinking (stiffer) and greater mechanical confinement, spheroid stiffness increases. Protein expression (TRPV4, β1 integrin, E-cadherin, and F-actin) decreases with increasing stiffness while showing strong correlations to spheroid volume (r

Indexed as

Breast NeoplasmsActinsFemaleHumansHydrogelsSpheroids, CellularTumor MicroenvironmentActinsHydrogelsbreast cancer cellcell volumemechanotransductionorganoidsRigidityTRPV4

Identifiers

PMID37670531
PMCPMC11481087
OpenAlexW4386466675

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.