Evidence map›Paper›PMID 33535143›Full record

ArticleBiomaterials2021

Force sensors for measuring microenvironmental forces during mesenchymal condensation.

Robert A Gutierrez, Wenqiang Fang, Haneesh Kesari, Eric M Darling

Erratum issuedAbstract read
In one paragraph

Article in Biomaterials, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Design and optimization of in situ self-functionalizing stress sensors.The European physical journal. E, Soft matter · 2026
    Article
  2. Article
  3. Review
  4. Review
  5. Selection of Force Sensors forTissue engineering. Part A · 2025
    Article
  6. Review
  7. Article
  8. Article
  9. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Robert A GutierrezCenter for Biomedical Engineering, Brown University, Providence, RI, 02912, USA.
Wenqiang FangSchool of Engineering, Brown University, Providence, RI, 02912, USA.
Haneesh KesariSchool of Engineering, Brown University, Providence, RI, 02912, USA. Electronic address: haneesh_kesari@brown.edu.
Eric M DarlingCenter for Biomedical Engineering, Brown University, Providence, RI, 02912, USA; School of Engineering, Brown University, Providence, RI, 02912, USA; Department of Molecular Pharmacology, Physiology, and Biotechnology, Brown University, Providence, RI, 02912, USA; Department of Orthopaedics, Brown University, Providence, RI, 02912, USA. Electronic address: eric_darling@brown.edu.

Funding

Pilot Projects ProgramP30GM122732 · NIGMS · RHODE ISLAND HOSPITAL · PI CRISCO, JOSEPH J · 2017 to 2021
$6.6M
High-yield, lineage-specific enrichment of living mesenchymal stem cellsR01AR063642 · NIAMS · BROWN UNIVERSITY · PI DARLING, ERIC M · 2013 to 2018
$1.8M
NIAMS NIH HHS R01 AR063642NIGMS NIH HHS P30 GM122732
6 · The paper itself

Abstract

Mechanical forces are an essential element to early tissue formation. However, few techniques exist that can quantify the mechanical microenvironment present within cell-dense neotissues and organoid structures. Here is a versatile approach to measure microscale, cellular forces during mesenchymal condensation using specially tailored, hyper-compliant microparticles (HCMPs). Through monitoring of HCMP deformation over both space and time, measurements of the mechanical forces that cells exert, and have exerted on them, during tissue formation are acquired. The current study uses this technology to track changes in the mechanical microenvironment as mesenchymal stem cells self-assemble into spheroids and condense into cohesive units. An array analysis approach, using a high-content imaging system, shows that cells exert a wide range of tensile and compressive forces during the first few hours of self-assembly, followed by a period of relative equilibrium. Cellular interactions with HCMPs are further examined by applying collagen coating, which allows for increased tensile forces to be exerted compared to non-coated HCMPs. Importantly, the hyper-compliant nature of our force sensors allows for increased precision over less compliant versions of the same particle. This sensitivity resolves small changes in the microenvironment even at the earliest stages of development and morphogenesis. The overall experimental platform provides a versatile means for measuring direct and indirect spatiotemporal forces in cell-dense biological systems.

Indexed as

Cell CommunicationMechanical PhenomenaCollagenMorphogenesisCollagenCell mechanicsElasticityMicrotissuesMorphogenesisSelf-assemblyTraction force microscopy

Identifiers

PMID33535143
PMCPMC7906959

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Registered trials

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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.