Evidence map›Paper›PMID 37546827›Full record

ArticlebioRxiv : the preprint server for biology2024

Matrix confinement modulates 3D spheroid sorting and burst-like collective migration.

Grace Cai, Xinzhi Li, Shan-Shan Lin, Samuel J Chen, Nicole C Rodgers, Katherine M Koning, Dapeng Bi, Allen P Liu

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed, 4 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 4 institutions in 2 countries.

Grace CaiApplied Physics Program, University of Michigan, Ann Arbor, MI, USA.
Xinzhi LiDepartment of Physics, Carnegie Mellon University, Pittsburgh, PA, USA.
Shan-Shan LinInstitute of Molecular Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
Samuel J ChenDepartment of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA.
Nicole C RodgersDepartment of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA.
Katherine M KoningCellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, USA.
Dapeng BiDepartment of Physics, Northeastern University, Boston, MA, USA.ORCID 0000-0003-4850-8666
Allen P LiuApplied Physics Program, University of Michigan, Ann Arbor, MI, USA.ORCID 0000-0002-0309-7018
University of Michigan · USCarnegie Mellon University · USNational Taiwan University · TWNortheastern University · US

Funding

Michigan IRACDA: Training Future Professors of Engineering and PhysiologyK12GM111725 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BROOKS, SUSAN V, SEPT, DAVID · 2016 to 2025
$7.9M
Cellular and Molecular Biology at MichiganT32GM145470 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI John Chadwick Brenner · 2022 to 2026
$4.1M
NIGMS NIH HHS K12 GM111725NIGMS NIH HHS T32 GM145470
6 · The paper itself

Abstract

While it is known that cells with differential adhesion tend to segregate and preferentially sort, the physical forces governing sorting and invasion in heterogeneous tumors remain poorly understood. To investigate this, we tune matrix confinement, mimicking changes in the stiffness and confinement of the tumor microenvironment, to explore how physical confinement influences individual and collective cell migration in 3D spheroids. High levels of confinement lead to cell sorting while reducing matrix confinement triggers the collective fluidization of cell motion. Cell sorting, which depends on cell-cell adhesion, is crucial to this phenomenon. Burst-like migration does not occur for spheroids that have not undergone sorting, regardless of the degree of matrix confinement. Using computational Self-Propelled Voronoi modeling, we show that spheroid sorting and invasion into the matrix depend on the balance between cell-generated forces and matrix resistance. The findings support a model where matrix confinement modulates 3D spheroid sorting and unjamming in an adhesion-dependent manner, providing insights into the mechanisms of cell sorting and migration in the primary tumor and toward distant metastatic sites.

Indexed as

3D cell culturecancer invasioncell–cell adhesionhydrogels

Identifiers

PMID37546827
PMCPMC10401934
OpenAlexW4385247386

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.