Evidence map›Paper›PMID 42128890›Full record

ArticleMicrosystems & nanoengineering2026

Ferrofluid microrobot driven by an adjustable magnetic tweezer for soft tissue mechanical measurement.

Zhaokai Wang, Zihuan Wu, Heidi-Lynn Ploeg, Shideh Kabiri Ameri, Yongjun Lai, Na Liu, Xian Wang

Abstract read
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Article in Microsystems & nanoengineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Zhaokai WangDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, ON, Canada.ORCID http://orcid.org/0000-0002-1455-6590
Zihuan WuIngenuity Labs Research Institute, Kingston, ON, Canada.ORCID http://orcid.org/0009-0001-2178-265X
Heidi-Lynn PloegDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, ON, Canada.
Shideh Kabiri AmeriIngenuity Labs Research Institute, Kingston, ON, Canada.
Yongjun LaiDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, ON, Canada.
Na LiuSchool of Mechatronics Engineering and Automation, Shanghai University, Shanghai, China.ORCID http://orcid.org/0009-0003-9872-3476
Xian WangDepartment of Mechanical and Materials Engineering, Queen's University, Kingston, ON, Canada. xian.wang@queensu.ca.ORCID http://orcid.org/0000-0002-1501-2544

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Quantitative mapping of tissue mechanical properties is essential for understanding disease progression and guiding therapeutic interventions. However, conventional techniques are constrained by limited spatial coverage and poor mechanical compliance between rigid probes and soft biological tissues. Here, we report an adjustable magnetic tweezer microsystem that actuates a 1 mm vegetable oil-based ferrofluid droplet for in situ mechanical measurement with high spatial coverage and accuracy. The system features a tunable workspace (9-80 mm) that enables two operational modes: large-scale magnetic field gradients for droplet navigation and localized uniform fields for controlled deformation. The ferrofluid's fluid-like compliance facilitates soft-soft interaction with tissue, reducing artifacts from probe stiffness mismatch. Quantitative tests across sucrose solutions (0.8-83 mPa·s) and agar gels (0.4-142 kPa) showed agreement with viscometer and indentation standards (with all errors under 10%, except for the case with 1 mPa·s viscosity, where the Brownian motion at the low viscosity affects the accuracy). The method was further validated in biological tissue, demonstrating 1.6% deviation from reference measurements. This integrated ferrofluid-magnetic tweezer platform provides a minimally invasive, compliance-matched approach for viscoelastic characterization of soft materials and tissues.

Identifiers

PMID42128890
PMCPMC13172451

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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.