Evidence map›Paper›PMID 42451917›Full record

ArticleMaterials (Basel, Switzerland)2026

Improvement of Contact Models by Finite Element Analysis for the Evaluation of Yeast Mechanical Properties.

Laisvidas Striska, Nikolajus Kozulinas, Rokas Astrauskas, Dainius Udris, Audrius Grainys, Sonata Tolvaisiene, Juste Rozene, Tomas Mockaitis, Arunas Ramanavicius, Inga Morkvenaite

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

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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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

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5 · Who and what money

Authors and funding

10 authors.

Laisvidas StriskaDepartment of Nanotechnology, Center for Physical Sciences and Technology, Sauletekio al. 3, 10257 Vilnius, Lithuania.
Nikolajus KozulinasFaculty of Mathematics and Informatics, Vilnius University, 01513 Vilnius, Lithuania.ORCID 0000-0002-4543-721X
Rokas AstrauskasFaculty of Mathematics and Informatics, Vilnius University, 01513 Vilnius, Lithuania.ORCID 0000-0003-2418-1507
Dainius UdrisDepartment of Electrical Engineering, Vilnius Gediminas Technical University, Plytines g. 25, 10105 Vilnius, Lithuania.ORCID 0000-0002-9005-4963
Audrius GrainysDepartment of Electrical Engineering, Vilnius Gediminas Technical University, Plytines g. 25, 10105 Vilnius, Lithuania.
Sonata TolvaisieneDepartment of Electrical Engineering, Vilnius Gediminas Technical University, Plytines g. 25, 10105 Vilnius, Lithuania.ORCID 0000-0002-8303-0576
Juste RozeneDepartment of Mechatronics, Robotics, and Digital Manufacturing, Vilnius Gediminas Technical University, Plytines g. 25, 10105 Vilnius, Lithuania.ORCID 0000-0002-4741-7888
Tomas MockaitisDepartment of Nanotechnology, Center for Physical Sciences and Technology, Sauletekio al. 3, 10257 Vilnius, Lithuania.ORCID 0009-0002-7326-6953
Arunas RamanaviciusDepartment of Nanotechnology, Center for Physical Sciences and Technology, Sauletekio al. 3, 10257 Vilnius, Lithuania.ORCID 0000-0002-0885-3556
Inga MorkvenaiteDepartment of Electrical Engineering, Vilnius Gediminas Technical University, Plytines g. 25, 10105 Vilnius, Lithuania.ORCID 0000-0001-5936-9900

Funding

European Union Inoprogress", grant number 02-019-K-0116
6 · The paper itself

Abstract

In this work, we extended our previous studies on the limitations of classical contact models from polymers to a biological system. We used yeast as a model system to investigate how contact evolution during indentation affects the accuracy of AFM-based determination of Young's modulus. We proposed a practical correction framework for the classical Hertz and Sneddon flat-punch models to improve the extraction of mechanical properties from experimental data. Force-indentation curves were measured using a spherical (SPHERE) probe with a 2 μm radius and a flat (FLAT) probe with a 4 μm radius of plateau. The experimental results were analyzed using both corrected and uncorrected contact models, while a finite element analysis (FEA) model was used to determine the contact radius-indentation dependence. It showed that Young's modulus estimated from AFM indentation using classical formulations is probe-dependent because the contact radius is inadequately described. By incorporating the FEA-derived effective contact radius into Hertz and Sneddon contact models, the same Young's modulus was obtained for yeast with both probes and compared to reference values with other techniques. These findings establish contact evolution as a governing factor in AFM-based cell mechanics and provide a practical route toward robust, probe-independent, and more accurate determination of mechanical properties for living cells.

Indexed as

atomic force microscopecontact evolutioncontact radiusfinite element analysisHertz modelliving cellsSneddon flat-punch modelyeastYoung’s modulus

Identifiers

PMID42451917
PMCPMC13363353

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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.