Evidence map›Paper›PMID 41405395›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

A Versatile Three Dimensional Traction Force Microscopy Framework for Uncovering the Mechanics of Bio-Adhesion.

Yingwei Hou, Fusheng Wang, Tao Liu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Yingwei HouSchool of Engineering and Materials Science, Queen Mary University of London, London, E1 4NS, UK.ORCID https://orcid.org/0000-0003-0591-8753
Fusheng WangSchool of Mechanics and Transportation Engineering, Northwestern Polytechnical University, Xi'an, 710129, P. R. China.
Tao LiuSchool of Engineering and Materials Science, Queen Mary University of London, London, E1 4NS, UK.ORCID https://orcid.org/0000-0003-2713-3674

Funding

Engineering and Physical Sciences Research Council EP/X017559/1Leverhulme Trust RPG-2020-235
6 · The paper itself

Abstract

This study presents a novel, versatile traction force microscopy framework for quantifying three-dimensional (3D) interfacial forces during bio-adhesion by integrating in situ stereo-digital image correlation with finite element (FE) simulation. The method enables accurate measurement of microscale displacements and force distributions at the interfaces in both dry and wet environments, addressing limitations of conventional microscopy techniques related to limited measurement scales, restricted fields of view, and surface disturbance from contact or fluorescence. An analytical model was developed to guide the design of a deformable substrate, supporting selection of subtrate material and thickness of the substrate. System accuracy was examined through steel ball compression experiments, which were validated against FE simulations. The framework was applied to marine mussel plaque adhesion under 15° directional tension to characterize interfacial traction force distributions. Sensitivity analyses examined the effects of Poisson's ratio, Young's modulus, and constitutive models on the results. This approach offers a versatile platform for investigating interfacial mechanics in adhesives, with broad relevance to bioengineering applications.

Indexed as

digital image correlationfinite elementinterfacial mechanicstraction force measurementtraction force microscopywet adhesion

Identifiers

PMID41405395
PMCPMC12915117

What OpenQuestion holds

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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.