Evidence map›Paper›PMID 36696474›Full record

ArticleScience robotics2023

Quantifying stiffness and forces of tumor colonies and embryos using a magnetic microrobot.

Erfan Mohagheghian, Junyu Luo, F Max Yavitt, Fuxiang Wei, Parth Bhala, Kshitij Amar, Fazlur Rashid, Yuzheng Wang, Xingchen Liu, Chenyang Ji and 5 more

Abstract read
In one paragraph

Article in Science robotics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
–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

23 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  6. Acoustic shape-morphing micromachines.Nature communications · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Erfan MohagheghianDepartment of Mechanical Science and Engineering, Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-0936-5095
Junyu LuoKey Laboratory of Molecular Biophysics of the Ministry of Education, Laboratory for Cellular Biomechanics and Regenerative Medicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China.ORCID 0000-0002-7603-531X
F Max YavittDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, CO 80303, USA.ORCID 0000-0002-9278-9082
Fuxiang WeiKey Laboratory of Molecular Biophysics of the Ministry of Education, Laboratory for Cellular Biomechanics and Regenerative Medicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China.ORCID 0000-0002-6200-6219
Parth BhalaDepartment of Mechanical Science and Engineering, Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-6071-0317
Kshitij AmarDepartment of Mechanical Science and Engineering, Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-8365-7942
Fazlur RashidDepartment of Mechanical Science and Engineering, Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0002-9250-0509
Yuzheng WangDepartment of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA.ORCID 0000-0001-9927-9109
Xingchen LiuInstitute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China.
Chenyang JiKey Laboratory of Molecular Biophysics of the Ministry of Education, Laboratory for Cellular Biomechanics and Regenerative Medicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China.ORCID 0000-0002-4849-5554
Junwei ChenKey Laboratory of Molecular Biophysics of the Ministry of Education, Laboratory for Cellular Biomechanics and Regenerative Medicine, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China.ORCID 0000-0002-5785-0984
David P ArnoldDepartment of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA.ORCID 0000-0003-2515-7218
Zhen LiuInstitute of Neuroscience, Key Laboratory of Primate Neurobiology, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China.
Kristi S AnsethDepartment of Chemical and Biological Engineering, University of Colorado, Boulder, CO 80303, USA.ORCID 0000-0002-4449-9806
Ning WangDepartment of Mechanical Science and Engineering, Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.ORCID 0000-0001-7531-7385

Funding

Bioengineering to map stress propagation in cytoskeletonR01GM072744 · NIGMS · UNIVERSITY OF ILLINOIS URBANA-CHAMPAIGN · PI Ning Wang · 2005 to 2026
$7.6M
Synthetic hydrogels to study formation and maintenance of intestinal cryptsR01DK120921 · NIDDK · UNIVERSITY OF COLORADO · PI KRISTI S. ANSETH, PETER J DEMPSEY · 2019 to 2026
$3.8M
Understanding the intestinal regenerative response using patterned organoids in photo-tunable PEG hydrogelsF31DK126427 · NIDDK · UNIVERSITY OF COLORADO · PI YAVITT, MAX · 2021 to 2023
$114k
NIDDK NIH HHS F31 DK126427NIDDK NIH HHS R01 DK120921NIGMS NIH HHS R01 GM072744
6 · The paper itself

Abstract

Stiffness and forces are two fundamental quantities essential to living cells and tissues. However, it has been a challenge to quantify both 3D traction forces and stiffness (or modulus) using the same probe in vivo. Here, we describe an approach that overcomes this challenge by creating a magnetic microrobot probe with controllable functionality. Biocompatible ferromagnetic cobalt-platinum microcrosses were fabricated, and each microcross (about 30 micrometers) was trapped inside an arginine-glycine-apartic acid-conjugated stiff poly(ethylene glycol) (PEG) round microgel (about 50 micrometers) using a microfluidic device. The stiff magnetic microrobot was seeded inside a cell colony and acted as a stiffness probe by rigidly rotating in response to an oscillatory magnetic field. Then, brief episodes of ultraviolet light exposure were applied to dynamically photodegrade and soften the fluorescent nanoparticle-embedded PEG microgel, whose deformation and 3D traction forces were quantified. Using the microrobot probe, we show that malignant tumor-repopulating cell colonies altered their modulus but not traction forces in response to different 3D substrate elasticities. Stiffness and 3D traction forces were measured, and both normal and shear traction force oscillations were observed in zebrafish embryos from blastula to gastrula. Mouse embryos generated larger tensile and compressive traction force oscillations than shear traction force oscillations during blastocyst. The microrobot probe with controllable functionality via magnetic fields could potentially be useful for studying the mechanoregulation of cells, tissues, and embryos.

Indexed as

MicrogelsNeoplasmsRoboticsAnimalsMagnetic PhenomenaMiceZebrafishMicrogels

Identifiers

PMID36696474
PMCPMC10098875

What OpenQuestion holds

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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.