Evidence map›Paper›PMID 32123100›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Mechanophenotyping of 3D multicellular clusters using displacement arrays of rendered tractions.

Susan E Leggett, Mohak Patel, Thomas M Valentin, Lena Gamboa, Amanda S Khoo, Evelyn Kendall Williams, Christian Franck, Ian Y Wong

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing 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

26 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Confined cell migration along extracellular matrix space in vivo.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  9. Review
  10. Article
  11. Review
  12. Generative modeling of biological shapes and images using a probabilisticbioRxiv : the preprint server for biology · 2024
    Article
  13. Local response and emerging nonlinear elastic length scale in biopolymer matrices.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  14. Mechanobiology in oncology: basic concepts and clinical prospects.Frontiers in cell and developmental biology · 2023
    Review
  15. Review
  16. Review
  17. Article
  18. Review
  19. Integrating mechanical sensor readouts into organ-on-a-chip platforms.Frontiers in bioengineering and biotechnology · 2022
    Review
  20. Review
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.

Susan E LeggettCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Mohak PatelCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Thomas M ValentinCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Lena GamboaCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Amanda S KhooCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Evelyn Kendall WilliamsCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912.
Christian FranckDepartment of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706.
Ian Y WongCenter for Biomedical Engineering, School of Engineering, Brown University, Providence, RI 02912; ian_wong@brown.edu.ORCID 0000-0002-9439-2548

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 RAMRATNAM, BHARAT · 2015 to 2019
$6.3M
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 GM110759
6 · The paper itself

Abstract

Epithelial tissues mechanically deform the surrounding extracellular matrix during embryonic development, wound repair, and tumor invasion. Ex vivo measurements of such multicellular tractions within three-dimensional (3D) biomaterials could elucidate collective dissemination during disease progression and enable preclinical testing of targeted antimigration therapies. However, past 3D traction measurements have been low throughput due to the challenges of imaging and analyzing information-rich 3D material deformations. Here, we demonstrate a method to profile multicellular clusters in a 96-well-plate format based on spatially heterogeneous contractile, protrusive, and circumferential tractions. As a case study, we profile multicellular clusters across varying states of the epithelial-mesenchymal transition, revealing a successive loss of protrusive and circumferential tractions, as well as the formation of localized contractile tractions with elongated cluster morphologies. These cluster phenotypes were biochemically perturbed by using drugs, biasing toward traction signatures of different epithelial or mesenchymal states. This higher-throughput analysis is promising to systematically interrogate and perturb aberrant mechanobiology, which could be utilized with human-patient samples to guide personalized therapies.

Indexed as

Cell MovementEpithelial-Mesenchymal TransitionBiomechanical PhenomenaCell LineCollagenDrug Screening Assays, AntitumorEpithelial CellsFibroinsHumansHydrogelsPhenotypePrecision MedicinePrimary Cell CultureSpheroids, CellularTissue ScaffoldsCollagenFibroinsHydrogels3D culturecell–matrix interactionscollective migrationepithelial–mesenchymal transition

Identifiers

PMID32123100
PMCPMC7084145

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.