Evidence map›Paper›PMID 30755531›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2019

Dynamically stiffened matrix promotes malignant transformation of mammary epithelial cells via collective mechanical signaling.

Matthew G Ondeck, Aditya Kumar, Jesse K Placone, Christopher M Plunkett, Bibiana F Matte, Kirsten C Wong, Laurent Fattet, Jing Yang, Adam J Engler

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers.

0numbers the graph read from it
0cells of the map it votes in
88citing 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

88 citing papers in PubMed.

  1. Review
  2. Integrin-Piezo1 Axis Drives ECM Remodeling and Invasion of 3D Breast Epithelium.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Article
  4. Article
  5. Review
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  7. Article
  8. Tumor-Tissue Boundaries as Instructive Interfaces in Breast Cancer Cell Invasion.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  9. Article
  10. Targeting breast tumor extracellular matrix and stroma utilizing nanoparticles.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
    Review
  11. Article
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  13. Review
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  15. Review
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  18. Review
  19. Genetic variation drives cancer cell adaptation to ECM stiffness.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  20. Article

28 more citing papers are in PubMed but not listed here.

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

9 authors.

Matthew G OndeckMaterial Science Program, University of California, San Diego, La Jolla, CA 92093.
Aditya KumarDepartment of Bioengineering, University of California, San Diego, La Jolla, CA 92093.
Jesse K PlaconeDepartment of Bioengineering, University of California, San Diego, La Jolla, CA 92093.
Christopher M PlunkettDepartment of Bioengineering, University of California, San Diego, La Jolla, CA 92093.
Bibiana F MatteDepartment of Bioengineering, University of California, San Diego, La Jolla, CA 92093.
Kirsten C WongDepartment of Bioengineering, University of California, San Diego, La Jolla, CA 92093.
Laurent FattetDepartment of Pharmacology, University of California, San Diego, La Jolla, CA 92093.
Jing YangDepartment of Pharmacology, University of California, San Diego, La Jolla, CA 92093.
Adam J EnglerMaterial Science Program, University of California, San Diego, La Jolla, CA 92093; aengler@ucsd.edu.ORCID 0000-0003-1642-5380

Funding

Regulation of Tumor Invasion and Metastasis by Matrix StiffnessR01CA174869 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jing Yang · 2015 to 2026
$4.3M
Biomaterial Mimicry of Dynamic Matrix Stiffening During Tumor ProgressionR01CA206880 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ENGLER, ADAM J, YANG, JING · 2016 to 2020
$1.8M
Predoctoral Training in Translational Musculoskeletal ResearchT32AR060712 · NIAMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LIEBER, RICHARD L., SAH, ROBERT L · 2012 to 2016
$741k
Developing Adhesome Technology as a Physical Marker of Highly Metastatic CellsR21CA217735 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ENGLER, ADAM J · 2018 to 2020
$623k
Development of novel hiPSC-seeded, 3D printed vascular graftsF32HL126406 · NHLBI · UNIV OF MARYLAND, COLLEGE PARK · PI PLACONE, JESSE KENNETH · 2016 to 2017
$115k
NCI NIH HHS R01 CA174869NCI NIH HHS R01 CA206880NCI NIH HHS R21 CA217735NHLBI NIH HHS F32 HL126406NIAMS NIH HHS T32 AR060712
6 · The paper itself

Abstract

Breast cancer development is associated with increasing tissue stiffness over years. To more accurately mimic the onset of gradual matrix stiffening, which is not feasible with conventional static hydrogels, mammary epithelial cells (MECs) were cultured on methacrylated hyaluronic acid hydrogels whose stiffness can be dynamically modulated from "normal" (<150 Pascals) to "malignant" (>3,000 Pascals) via two-stage polymerization. MECs form and remain as spheroids, but begin to lose epithelial characteristics and gain mesenchymal morphology upon matrix stiffening. However, both the degree of matrix stiffening and culture time before stiffening play important roles in regulating this conversion as, in both cases, a subset of mammary spheroids remained insensitive to local matrix stiffness. This conversion depended neither on colony size nor cell density, and MECs did not exhibit "memory" of prior niche when serially cultured through cycles of compliant and stiff matrices. Instead, the transcription factor Twist1, transforming growth factor β (TGFβ), and YAP activation appeared to modulate stiffness-mediated signaling; when stiffness-mediated signals were blocked, collective MEC phenotypes were reduced in favor of single MECs migrating away from spheroids. These data indicate a more complex interplay of time-dependent stiffness signaling, spheroid structure, and soluble cues that regulates MEC plasticity than suggested by previous models.

Indexed as

Adaptor Proteins, Signal TransducingBreast NeoplasmsCell Line, TumorEpithelial CellsEpithelial-Mesenchymal TransitionFemaleHumansHydrogelsMechanotransduction, CellularParacrine CommunicationPhosphoproteinsSignal TransductionSpheroids, CellularTranscription FactorsTransforming Growth Factor betaTwist-Related Protein 1Adaptor Proteins, Signal TransducingHydrogelsPhosphoproteinsTranscription FactorsTransforming Growth Factor betaTwist-Related Protein 1YAP1 protein, humanYAP-Signaling Proteinsepithelial-to-mesenchymal transitionhyaluronic acidhydrogelmammary

Identifiers

PMID30755531
PMCPMC6397509

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.