Evidence map›Paper›PMID 31517039›Full record

ArticleACS biomaterials science & engineering2019

Breast Cancer Cells Transition from Mesenchymal to Amoeboid Migration in Tunable Three-Dimensional Silk-Collagen Hydrogels.

Amanda S Khoo, Thomas M Valentin, Susan E Leggett, Dhananjay Bhaskar, Elisa M Bye, Shoham Benmelech, Blanche C Ip, Ian Y Wong

Open access · greenAbstract read
In one paragraph

Article in ACS biomaterials science & engineering, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
2.7field-weighted citation impact, top 10% 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

19 citing papers in PubMed, 44 citations in OpenAlex.

  1. Biomimetic Scaffold-Based 3D Models for Decoding Cancer Biology and Advancing Therapy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  2. Amoeboid cancer cells at a glance.Journal of cell science · 2026
    Review
  3. The Duality of Collagens in Metastases of Solid Tumors.International journal of molecular sciences · 2025
    Review
  4. Review
  5. Review
  6. Review
  7. Review
  8. Article
  9. Generative modeling of biological shapes and images using a probabilisticbioRxiv : the preprint server for biology · 2024
    Article
  10. Article
  11. Review
  12. Review
  13. Article
  14. Amoeboid migration in health and disease: Immune responsesFrontiers in cell and developmental biology · 2022
    Review
  15. Review
  16. Review
  17. Review
  18. Proteinaceous Hydrogels for Bioengineering Advanced 3D Tumor Models.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2021
    Review
  19. Mechanophenotyping of 3D multicellular clusters using displacement arrays of rendered tractions.Proceedings of the National Academy of Sciences of the United States of America · 2020
    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

8 authors at 2 institutions in 2 countries.

Amanda S KhooSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Thomas M ValentinSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Susan E LeggettSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Dhananjay BhaskarSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Elisa M ByeSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Shoham BenmelechSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Blanche C IpPathobiology Graduate Program. Brown University, Providence, RI, USA.
Ian Y WongSchool of Engineering, Center for Biomedical Engineering. Brown University. 184 Hope St Box D, Providence, RI 02912, USA.
Brown University · USPrinceton University · US

Funding

TRAINING IN ENVIRONMENTAL PATHOLOGYT32ES007272 · NIEHS · BROWN UNIVERSITY · PI ZHITKOVICH, ANATOLY · 1992 to 2021
$7.5M
COBRE Center for Cancer Research DevelopmentP30GM110759 · NIGMS · RHODE ISLAND HOSPITAL · PI RESNICK, MURRAY B · 2015 to 2019
$6.3M
Mechanobiology of Vimentin Intermediate Filaments in 3D Collective Cell MigrationR01GM140108 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GUO, MING, WONG, IAN Y · 2021 to 2025
$2.3M
SEM for serial block-face imagingS10OD023461 · OD · BROWN UNIVERSITY · PI CRETON, ROBBERT J · 2017 to 2017
$791k
High Content Screening of Multicellular Invasion with 3D Traction Force MicroscopyR21CA212932 · NCI · BROWN UNIVERSITY · PI WONG, IAN Y · 2017 to 2018
$411k
NCI NIH HHS R21 CA212932NIEHS NIH HHS T32 ES007272NIGMS NIH HHS P30 GM110759NIGMS NIH HHS R01 GM140108NIH HHS S10 OD023461
6 · The paper itself

Abstract

Invading cancer cells adapt their migration phenotype in response to mechanical and biochemical cues from the extracellular matrix. For instance, mesenchymal migration is associated with strong cell-matrix adhesions and an elongated morphology, while amoeboid migration is associated with minimal cell-matrix adhesions and a rounded morphology. However, it remains challenging to elucidate the role of matrix mechan-ics and biochemistry, since these are both dependent on ECM protein concentration. Here, we demonstrate a composite silk fibroin and collagen I hydrogel where stiffness and microstructure can be systematically tuned over a wide range. Using an overlay assay geometry, we show that the invasion of metastatic breast cancer cells exhibits a biphasic dependence on silk fibroin concentration at fixed collagen I concentration, first increasing as the hydrogel stiffness increases, then decreasing as the pore size of silk fibroin decreases. Indeed, mesenchymal morphology exhibits a similar biphasic depen-dence on silk fibroin concentration, while amoeboid morphologies were favored when cell-matrix adhesions were less effective. We used exogenous biochemical treatment to perturb cells towards increased contractility and a mesenchymal morphology, as well as to disrupt cytoskeletal function and promote an amoeboid morphology. Overall, we envision that this tunable biomaterial platform in a 96-well plate format will be widely applicable to screen cancer cell migration against combinations of designer biomaterials and targeted inhibitors.

Indexed as

3D cultureextracellular matrixhigh content screeninginterpenetrating networkoverlay assay

Identifiers

PMID31517039
PMCPMC6739834
OpenAlexW2969060339

What OpenQuestion holds

Textmetadata
LicenceTDM
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.