Evidence map›Paper›PMID 42558809›Full record

ArticleFrontiers in bioengineering and biotechnology2026

Construction and simulation-experimental characterization of a fluorescence image-based finite element model for cell mechanics.

Danyang Zhang, Shaodong Wu, Simian Zhu, Zhu Zeng

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2026. 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

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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.

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

4 authors.

Danyang ZhangSchool of Biology and Engineering (School of Modern Industry for Health and Medicine), Guizhou Medical University, Guiyang, China.
Shaodong WuLogistics Support and Equipment Department, Shanghai Children's Medical Center GuiZhou Hospital, Shanghai Jiao Tong University School of Medicine, Guiyang, China.
Simian ZhuSchool of Biology and Engineering (School of Modern Industry for Health and Medicine), Guizhou Medical University, Guiyang, China.
Zhu ZengSchool of Biology and Engineering (School of Modern Industry for Health and Medicine), Guizhou Medical University, Guiyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: A finite element (FE) model was developed to characterize the three-dimensional (3D) heterogeneous structure features of cells, and the influence mechanism of cytoskeleton remodeling on the mechanical properties of cells and the intracellular stress transmission behavior was analyzed. Methods: Human lung adenocarcinoma A549 cells were used in this study, and the cytoskeleton model was constructed by using cytochalasin D (Cyto-D) at concentrations of 0, 0.1, and 1.0 μmol/L. Based on the 3D fluorescence image stacks obtained by confocal laser scanning microscopy (CLSM), combined with the image processing algorithm written in MATLAB, the 3D surface structure of the cells was reconstructed. Atomic force microscopy (AFM) was used to perform nanoindentation experiments to characterize the mechanical parameters of the cells. A multi-body contact FE model of "probe-cytoskeleton-nucleus-culture dish" was constructed based on the ANSYS platform, and the stress distribution and mechanical response of cells under indentation loading were simulated on this basis. Results: With the increase of Cyto-D concentration, the AFM nanoindentation showed that the cell height significantly decreased, while the Young's modulus and adhesion force increased ( Conclusion: The proposed framework provides a feasible approach for integrating fluorescence imaging with FE analysis in cell mechanics research and may serve as a methodological reference for studying the relationship between cytoskeletal organization and cellular mechanical behavior.

Indexed as

cell mechanics modelingcytoskeletonfinite element analysisimage processingYoung’s modulus

Identifiers

PMID42558809
PMCPMC13438368

What Socratic holds

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LicenceCC BY
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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 Socratic graph.